warning: commands will be executed using /bin/sh
job 754 at Sun Sep  1 19:53:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_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 2785050 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 928350 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 3 contains 48932 members 
Mstep: Class 4 contains 48548 members 
Mstep: Class 5 contains 48774 members 
Mstep: Class 6 contains 48728 members 
Mstep: Class 7 contains 48830 members 
Mstep: Class 8 contains 48923 members 
Mstep: Class 9 contains 48545 members 
Mstep: Class 10 contains 48839 members 
Mstep: Class 11 contains 49264 members 
Mstep: Class 12 contains 48552 members 
Mstep: Class 13 contains 49010 members 
Mstep: Class 14 contains 49076 members 
Mstep: Class 15 contains 48897 members 
Mstep: Class 16 contains 49168 members 
Mstep: Class 17 contains 48671 members 
Mstep: Class 18 contains 48588 members 
Mstep: Class 19 contains 48961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 727.807678 but Gain 2232.937500
Score: -95465712.000000 Penalty: 40192.906250
Iteration 0F: 19 clusters Score -9.546571e+07 nChanged 876044
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 34673 members 
Mstep: Class 3 contains 30439 members 
Mstep: Class 4 contains 102278 members 
Mstep: Class 5 contains 66508 members 
Mstep: Class 6 contains 76669 members 
Mstep: Class 7 contains 96990 members 
Mstep: Class 8 contains 96414 members 
Mstep: Class 9 contains 16279 members 
Mstep: Class 10 contains 65359 members 
Mstep: Class 11 contains 33350 members 
Mstep: Class 12 contains 51260 members 
Mstep: Class 13 contains 41986 members 
Mstep: Class 14 contains 60461 members 
Mstep: Class 15 contains 36089 members 
Mstep: Class 16 contains 40136 members 
Mstep: Class 17 contains 24973 members 
Mstep: Class 18 contains 22711 members 
Mstep: Class 19 contains 31700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97421056.000000 Penalty: 40192.906250
Iteration 1F: 19 clusters Score -9.742106e+07 nChanged 310481
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 30553 members 
Mstep: Class 3 contains 20842 members 
Mstep: Class 4 contains 98203 members 
Mstep: Class 5 contains 71830 members 
Mstep: Class 6 contains 72455 members 
Mstep: Class 7 contains 96957 members 
Mstep: Class 8 contains 96161 members 
Mstep: Class 9 contains 9969 members 
Mstep: Class 10 contains 81271 members 
Mstep: Class 11 contains 33522 members 
Mstep: Class 12 contains 54770 members 
Mstep: Class 13 contains 38554 members 
Mstep: Class 14 contains 82091 members 
Mstep: Class 15 contains 32888 members 
Mstep: Class 16 contains 38528 members 
Mstep: Class 17 contains 19995 members 
Mstep: Class 18 contains 16157 members 
Mstep: Class 19 contains 33566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97881504.000000 Penalty: 40192.906250
Iteration 2F: 19 clusters Score -9.78815e+07 nChanged 238925
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 21815 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 4 contains 96738 members 
Mstep: Class 5 contains 82825 members 
Mstep: Class 6 contains 77494 members 
Mstep: Class 7 contains 111596 members 
Mstep: Class 8 contains 99223 members 
Mstep: Class 9 contains 6191 members 
Mstep: Class 10 contains 82891 members 
Mstep: Class 11 contains 38883 members 
Mstep: Class 12 contains 54608 members 
Mstep: Class 13 contains 29927 members 
Mstep: Class 14 contains 97787 members 
Mstep: Class 15 contains 24345 members 
Mstep: Class 16 contains 30780 members 
Mstep: Class 17 contains 14273 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 33816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98166216.000000 Penalty: 40192.906250
Iteration 3F: 19 clusters Score -9.816622e+07 nChanged 188204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 96577 members 
Mstep: Class 5 contains 93976 members 
Mstep: Class 6 contains 80287 members 
Mstep: Class 7 contains 134023 members 
Mstep: Class 8 contains 99553 members 
Mstep: Class 9 contains 3267 members 
Mstep: Class 10 contains 80606 members 
Mstep: Class 11 contains 43785 members 
Mstep: Class 12 contains 51072 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 110535 members 
Mstep: Class 15 contains 15977 members 
Mstep: Class 16 contains 21788 members 
Mstep: Class 17 contains 10933 members 
Mstep: Class 18 contains 12925 members 
Mstep: Class 19 contains 31458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1946.814331 but Gain 2232.941406
Score: -98341376.000000 Penalty: 37959.964844
Iteration 4F: 18 clusters Score -9.834138e+07 nChanged 147863
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 7920 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 93430 members 
Mstep: Class 5 contains 103620 members 
Mstep: Class 6 contains 78676 members 
Mstep: Class 7 contains 161135 members 
Mstep: Class 8 contains 95866 members 
Mstep: Class 10 contains 78181 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 46824 members 
Mstep: Class 13 contains 14583 members 
Mstep: Class 14 contains 119479 members 
Mstep: Class 15 contains 9620 members 
Mstep: Class 16 contains 14332 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 15747 members 
Mstep: Class 19 contains 27162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1740.030273 but Gain 2232.937500
Score: -98469664.000000 Penalty: 35727.027344
Iteration 5F: 17 clusters Score -9.846966e+07 nChanged 121027
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 4 contains 88991 members 
Mstep: Class 5 contains 111972 members 
Mstep: Class 6 contains 72706 members 
Mstep: Class 7 contains 188969 members 
Mstep: Class 8 contains 89713 members 
Mstep: Class 10 contains 75291 members 
Mstep: Class 11 contains 49009 members 
Mstep: Class 12 contains 44053 members 
Mstep: Class 13 contains 9940 members 
Mstep: Class 14 contains 124894 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 11385 members 
Mstep: Class 18 contains 20555 members 
Mstep: Class 19 contains 22402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98562712.000000 Penalty: 35727.027344
Iteration 6F: 17 clusters Score -9.856271e+07 nChanged 96890
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 4 contains 84644 members 
Mstep: Class 5 contains 118151 members 
Mstep: Class 6 contains 66955 members 
Mstep: Class 7 contains 210072 members 
Mstep: Class 8 contains 83384 members 
Mstep: Class 10 contains 71313 members 
Mstep: Class 11 contains 50324 members 
Mstep: Class 12 contains 42805 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 127392 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 5366 members 
Mstep: Class 17 contains 11213 members 
Mstep: Class 18 contains 26367 members 
Mstep: Class 19 contains 18153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2169.794189 but Gain 2232.941406
Score: -98628920.000000 Penalty: 33494.085938
Iteration 7F: 16 clusters Score -9.862892e+07 nChanged 77653
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 1766 members 
Mstep: Class 4 contains 82529 members 
Mstep: Class 5 contains 122122 members 
Mstep: Class 6 contains 63351 members 
Mstep: Class 7 contains 223484 members 
Mstep: Class 8 contains 78271 members 
Mstep: Class 10 contains 66760 members 
Mstep: Class 11 contains 51126 members 
Mstep: Class 12 contains 43107 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 129508 members 
Mstep: Class 16 contains 3410 members 
Mstep: Class 17 contains 10556 members 
Mstep: Class 18 contains 32752 members 
Mstep: Class 19 contains 14686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98676920.000000 Penalty: 33494.085938
Iteration 8F: 16 clusters Score -9.867692e+07 nChanged 58896
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 4 contains 83273 members 
Mstep: Class 5 contains 123944 members 
Mstep: Class 6 contains 61578 members 
Mstep: Class 7 contains 229862 members 
Mstep: Class 8 contains 73974 members 
Mstep: Class 10 contains 61164 members 
Mstep: Class 11 contains 51457 members 
Mstep: Class 12 contains 43828 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 130866 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 9641 members 
Mstep: Class 18 contains 38676 members 
Mstep: Class 19 contains 11937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98707304.000000 Penalty: 33494.085938
Iteration 9F: 16 clusters Score -9.87073e+07 nChanged 46793
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 2159 members 
Mstep: Class 4 contains 85780 members 
Mstep: Class 5 contains 124503 members 
Mstep: Class 6 contains 60773 members 
Mstep: Class 7 contains 232648 members 
Mstep: Class 8 contains 70341 members 
Mstep: Class 10 contains 55471 members 
Mstep: Class 11 contains 51560 members 
Mstep: Class 12 contains 45116 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 132306 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 8697 members 
Mstep: Class 18 contains 44217 members 
Mstep: Class 19 contains 9840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98730544.000000 Penalty: 33494.085938
Iteration 10F: 16 clusters Score -9.873054e+07 nChanged 38766
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 4 contains 88863 members 
Mstep: Class 5 contains 124501 members 
Mstep: Class 6 contains 60386 members 
Mstep: Class 7 contains 233344 members 
Mstep: Class 8 contains 67221 members 
Mstep: Class 10 contains 49849 members 
Mstep: Class 11 contains 51524 members 
Mstep: Class 12 contains 46481 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 133835 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 49383 members 
Mstep: Class 19 contains 8527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2048.164307 but Gain 2232.937500
Score: -98748472.000000 Penalty: 31261.148438
Iteration 11Q: 15 clusters Score -9.874847e+07 nChanged 34555
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 4 contains 92371 members 
Mstep: Class 5 contains 124474 members 
Mstep: Class 6 contains 60062 members 
Mstep: Class 7 contains 233379 members 
Mstep: Class 8 contains 64448 members 
Mstep: Class 10 contains 44504 members 
Mstep: Class 11 contains 51603 members 
Mstep: Class 12 contains 48196 members 
Mstep: Class 14 contains 135587 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 54171 members 
Mstep: Class 19 contains 7699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98763224.000000 Penalty: 31261.148438
Iteration 12Q: 15 clusters Score -9.876322e+07 nChanged 28059
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 4 contains 95366 members 
Mstep: Class 5 contains 124381 members 
Mstep: Class 6 contains 59729 members 
Mstep: Class 7 contains 232598 members 
Mstep: Class 8 contains 61883 members 
Mstep: Class 10 contains 39284 members 
Mstep: Class 11 contains 51495 members 
Mstep: Class 12 contains 49518 members 
Mstep: Class 14 contains 137243 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 17 contains 6937 members 
Mstep: Class 18 contains 58128 members 
Mstep: Class 19 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98773888.000000 Penalty: 31261.148438
Iteration 13Q: 15 clusters Score -9.877389e+07 nChanged 24315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 4 contains 98298 members 
Mstep: Class 5 contains 124375 members 
Mstep: Class 6 contains 59363 members 
Mstep: Class 7 contains 231481 members 
Mstep: Class 8 contains 59533 members 
Mstep: Class 10 contains 34509 members 
Mstep: Class 11 contains 51393 members 
Mstep: Class 12 contains 50694 members 
Mstep: Class 14 contains 138707 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 61508 members 
Mstep: Class 19 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98781840.000000 Penalty: 31261.148438
Iteration 14Q: 15 clusters Score -9.878184e+07 nChanged 21436
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 4 contains 101124 members 
Mstep: Class 5 contains 124450 members 
Mstep: Class 6 contains 59039 members 
Mstep: Class 7 contains 229981 members 
Mstep: Class 8 contains 57501 members 
Mstep: Class 10 contains 30122 members 
Mstep: Class 11 contains 51285 members 
Mstep: Class 12 contains 51776 members 
Mstep: Class 14 contains 139815 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 64393 members 
Mstep: Class 19 contains 7866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98788144.000000 Penalty: 31261.148438
Iteration 15Q: 15 clusters Score -9.878814e+07 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 4 contains 103999 members 
Mstep: Class 5 contains 124537 members 
Mstep: Class 6 contains 58679 members 
Mstep: Class 7 contains 228286 members 
Mstep: Class 8 contains 55800 members 
Mstep: Class 10 contains 26248 members 
Mstep: Class 11 contains 51166 members 
Mstep: Class 12 contains 52786 members 
Mstep: Class 14 contains 140301 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 5658 members 
Mstep: Class 18 contains 66729 members 
Mstep: Class 19 contains 8954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98794976.000000 Penalty: 31261.148438
Iteration 16Q: 15 clusters Score -9.879498e+07 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2811 members 
Mstep: Class 4 contains 106881 members 
Mstep: Class 5 contains 124605 members 
Mstep: Class 6 contains 58396 members 
Mstep: Class 7 contains 226403 members 
Mstep: Class 8 contains 54384 members 
Mstep: Class 10 contains 22737 members 
Mstep: Class 11 contains 51053 members 
Mstep: Class 12 contains 53740 members 
Mstep: Class 14 contains 140258 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 68653 members 
Mstep: Class 19 contains 10482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98800896.000000 Penalty: 31261.148438
Iteration 17Q: 15 clusters Score -9.88009e+07 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 4 contains 109823 members 
Mstep: Class 5 contains 124635 members 
Mstep: Class 6 contains 58100 members 
Mstep: Class 7 contains 224381 members 
Mstep: Class 8 contains 53179 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 50931 members 
Mstep: Class 12 contains 54651 members 
Mstep: Class 14 contains 139694 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 70228 members 
Mstep: Class 19 contains 12308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98806664.000000 Penalty: 31261.148438
Iteration 18Q: 15 clusters Score -9.880666e+07 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 4 contains 112794 members 
Mstep: Class 5 contains 124616 members 
Mstep: Class 6 contains 57825 members 
Mstep: Class 7 contains 222329 members 
Mstep: Class 8 contains 52167 members 
Mstep: Class 10 contains 16878 members 
Mstep: Class 11 contains 50830 members 
Mstep: Class 12 contains 55543 members 
Mstep: Class 14 contains 138803 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 71558 members 
Mstep: Class 19 contains 14245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98811912.000000 Penalty: 31261.148438
Iteration 19Q: 15 clusters Score -9.881191e+07 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 4 contains 115696 members 
Mstep: Class 5 contains 124633 members 
Mstep: Class 6 contains 57596 members 
Mstep: Class 7 contains 220256 members 
Mstep: Class 8 contains 51251 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 50729 members 
Mstep: Class 12 contains 56365 members 
Mstep: Class 14 contains 137738 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 72669 members 
Mstep: Class 19 contains 16165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98818136.000000 Penalty: 31261.148438
Iteration 20F: 15 clusters Score -9.881814e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 4 contains 118597 members 
Mstep: Class 5 contains 124600 members 
Mstep: Class 6 contains 57378 members 
Mstep: Class 7 contains 218035 members 
Mstep: Class 8 contains 50289 members 
Mstep: Class 10 contains 12447 members 
Mstep: Class 11 contains 50618 members 
Mstep: Class 12 contains 57134 members 
Mstep: Class 14 contains 136120 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 73602 members 
Mstep: Class 19 contains 18481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98823616.000000 Penalty: 31261.148438
Iteration 21Q: 15 clusters Score -9.882362e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 4 contains 121493 members 
Mstep: Class 5 contains 124547 members 
Mstep: Class 6 contains 57210 members 
Mstep: Class 7 contains 215880 members 
Mstep: Class 8 contains 49354 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 50522 members 
Mstep: Class 12 contains 57783 members 
Mstep: Class 14 contains 134851 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 74318 members 
Mstep: Class 19 contains 20498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98828048.000000 Penalty: 31261.148438
Iteration 22Q: 15 clusters Score -9.882805e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 4 contains 124302 members 
Mstep: Class 5 contains 124464 members 
Mstep: Class 6 contains 56959 members 
Mstep: Class 7 contains 213829 members 
Mstep: Class 8 contains 48335 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 50446 members 
Mstep: Class 12 contains 58337 members 
Mstep: Class 14 contains 133980 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 74865 members 
Mstep: Class 19 contains 22210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98831280.000000 Penalty: 31261.148438
Iteration 23Q: 15 clusters Score -9.883128e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 4 contains 127079 members 
Mstep: Class 5 contains 124349 members 
Mstep: Class 6 contains 56728 members 
Mstep: Class 7 contains 211790 members 
Mstep: Class 8 contains 47297 members 
Mstep: Class 10 contains 7787 members 
Mstep: Class 11 contains 50384 members 
Mstep: Class 12 contains 58840 members 
Mstep: Class 14 contains 133461 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 75310 members 
Mstep: Class 19 contains 23581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98833744.000000 Penalty: 31261.148438
Iteration 24Q: 15 clusters Score -9.883374e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 4 contains 129854 members 
Mstep: Class 5 contains 124288 members 
Mstep: Class 6 contains 56540 members 
Mstep: Class 7 contains 209625 members 
Mstep: Class 8 contains 46240 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 11 contains 50311 members 
Mstep: Class 12 contains 59273 members 
Mstep: Class 14 contains 133164 members 
Mstep: Class 16 contains 5099 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 75681 members 
Mstep: Class 19 contains 24702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98836112.000000 Penalty: 31261.148438
Iteration 25Q: 15 clusters Score -9.883611e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 4 contains 132620 members 
Mstep: Class 5 contains 124168 members 
Mstep: Class 6 contains 56364 members 
Mstep: Class 7 contains 207501 members 
Mstep: Class 8 contains 45181 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 50279 members 
Mstep: Class 12 contains 59564 members 
Mstep: Class 14 contains 133019 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 75966 members 
Mstep: Class 19 contains 25628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98838016.000000 Penalty: 31261.148438
Iteration 26Q: 15 clusters Score -9.883802e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 4 contains 135280 members 
Mstep: Class 5 contains 124043 members 
Mstep: Class 6 contains 56200 members 
Mstep: Class 7 contains 205392 members 
Mstep: Class 8 contains 44164 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 50233 members 
Mstep: Class 12 contains 59746 members 
Mstep: Class 14 contains 133040 members 
Mstep: Class 16 contains 6161 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 76154 members 
Mstep: Class 19 contains 26421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98839352.000000 Penalty: 31261.148438
Iteration 27Q: 15 clusters Score -9.883935e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 4 contains 138053 members 
Mstep: Class 5 contains 123921 members 
Mstep: Class 6 contains 56054 members 
Mstep: Class 7 contains 203144 members 
Mstep: Class 8 contains 43129 members 
Mstep: Class 10 contains 4060 members 
Mstep: Class 11 contains 50191 members 
Mstep: Class 12 contains 59824 members 
Mstep: Class 14 contains 133159 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 76288 members 
Mstep: Class 19 contains 27131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840920.000000 Penalty: 31261.148438
Iteration 28Q: 15 clusters Score -9.884092e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 4 contains 140898 members 
Mstep: Class 5 contains 123801 members 
Mstep: Class 6 contains 55930 members 
Mstep: Class 7 contains 200873 members 
Mstep: Class 8 contains 42181 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 50147 members 
Mstep: Class 12 contains 59816 members 
Mstep: Class 14 contains 133276 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 76351 members 
Mstep: Class 19 contains 27744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98842152.000000 Penalty: 31261.148438
Iteration 29Q: 15 clusters Score -9.884215e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 4 contains 144092 members 
Mstep: Class 5 contains 123642 members 
Mstep: Class 6 contains 55849 members 
Mstep: Class 7 contains 198423 members 
Mstep: Class 8 contains 41304 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 11 contains 50088 members 
Mstep: Class 12 contains 59701 members 
Mstep: Class 14 contains 133363 members 
Mstep: Class 16 contains 7880 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 18 contains 76285 members 
Mstep: Class 19 contains 28274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98843288.000000 Penalty: 31261.148438
Iteration 30Q: 15 clusters Score -9.884329e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3173 members 
Mstep: Class 4 contains 147637 members 
Mstep: Class 5 contains 123459 members 
Mstep: Class 6 contains 55777 members 
Mstep: Class 7 contains 195739 members 
Mstep: Class 8 contains 40513 members 
Mstep: Class 10 contains 2463 members 
Mstep: Class 11 contains 50012 members 
Mstep: Class 12 contains 59547 members 
Mstep: Class 14 contains 133384 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 76205 members 
Mstep: Class 19 contains 28703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844296.000000 Penalty: 31261.148438
Iteration 31Q: 15 clusters Score -9.88443e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 4 contains 151376 members 
Mstep: Class 5 contains 123270 members 
Mstep: Class 6 contains 55743 members 
Mstep: Class 7 contains 192936 members 
Mstep: Class 8 contains 39846 members 
Mstep: Class 10 contains 2061 members 
Mstep: Class 11 contains 49931 members 
Mstep: Class 12 contains 59337 members 
Mstep: Class 14 contains 133307 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 76114 members 
Mstep: Class 19 contains 29060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845424.000000 Penalty: 31261.148438
Iteration 32Q: 15 clusters Score -9.884542e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 4 contains 155287 members 
Mstep: Class 5 contains 123090 members 
Mstep: Class 6 contains 55787 members 
Mstep: Class 7 contains 189993 members 
Mstep: Class 8 contains 39276 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 11 contains 49816 members 
Mstep: Class 12 contains 59094 members 
Mstep: Class 14 contains 133228 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 18 contains 75971 members 
Mstep: Class 19 contains 29363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846584.000000 Penalty: 31261.148438
Iteration 33Q: 15 clusters Score -9.884658e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 4 contains 159195 members 
Mstep: Class 5 contains 122903 members 
Mstep: Class 6 contains 55860 members 
Mstep: Class 7 contains 187172 members 
Mstep: Class 8 contains 38711 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 49700 members 
Mstep: Class 12 contains 58791 members 
Mstep: Class 14 contains 133088 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 3247 members 
Mstep: Class 18 contains 75787 members 
Mstep: Class 19 contains 29645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847208.000000 Penalty: 31261.148438
Iteration 34Q: 15 clusters Score -9.884721e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 4 contains 162936 members 
Mstep: Class 5 contains 122744 members 
Mstep: Class 6 contains 55982 members 
Mstep: Class 7 contains 184512 members 
Mstep: Class 8 contains 38239 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 49533 members 
Mstep: Class 12 contains 58532 members 
Mstep: Class 14 contains 132920 members 
Mstep: Class 16 contains 9850 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 18 contains 75609 members 
Mstep: Class 19 contains 29877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847760.000000 Penalty: 31261.148438
Iteration 35Q: 15 clusters Score -9.884776e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 4 contains 166320 members 
Mstep: Class 5 contains 122640 members 
Mstep: Class 6 contains 56094 members 
Mstep: Class 7 contains 182287 members 
Mstep: Class 8 contains 37779 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 49359 members 
Mstep: Class 12 contains 58283 members 
Mstep: Class 14 contains 132653 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 75387 members 
Mstep: Class 19 contains 30104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98848136.000000 Penalty: 31261.148438
Iteration 36Q: 15 clusters Score -9.884814e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 4 contains 169337 members 
Mstep: Class 5 contains 122531 members 
Mstep: Class 6 contains 56215 members 
Mstep: Class 7 contains 180446 members 
Mstep: Class 8 contains 37384 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 49199 members 
Mstep: Class 12 contains 58046 members 
Mstep: Class 14 contains 132314 members 
Mstep: Class 16 contains 10088 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 18 contains 75176 members 
Mstep: Class 19 contains 30304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98848360.000000 Penalty: 31261.148438
Iteration 37Q: 15 clusters Score -9.884836e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 4 contains 171799 members 
Mstep: Class 5 contains 122427 members 
Mstep: Class 6 contains 56387 members 
Mstep: Class 7 contains 178973 members 
Mstep: Class 8 contains 37060 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 49088 members 
Mstep: Class 12 contains 57848 members 
Mstep: Class 14 contains 131898 members 
Mstep: Class 16 contains 10150 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 18 contains 75005 members 
Mstep: Class 19 contains 30511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98848600.000000 Penalty: 31261.148438
Iteration 38Q: 15 clusters Score -9.88486e+07 nChanged 5807
Entering ConstructFrom: 
Score: -98848600.000000 Penalty: 31261.148438
Entering ConstructFrom: 
Trying to split cluster 2 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -347381.031250 Penalty: 1311.674561
	Iteration 0F: 2 clusters Score -347381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -344545.156250 Penalty: 2623.349121
	Iteration 0F: 3 clusters Score -344545.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -345246.937500 Penalty: 2623.349121
	Iteration 1F: 3 clusters Score -345246.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -345417.406250 Penalty: 2623.349121
	Iteration 2F: 3 clusters Score -345417.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -345539.187500 Penalty: 2623.349121
	Iteration 3F: 3 clusters Score -345539.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -345627.312500 Penalty: 2623.349121
	Iteration 4Q: 3 clusters Score -345627.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -345681.750000 Penalty: 2623.349121
	Iteration 5Q: 3 clusters Score -345681.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -345724.156250 Penalty: 2623.349121
	Iteration 6Q: 3 clusters Score -345724.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -345763.000000 Penalty: 2623.349121
	Iteration 7Q: 3 clusters Score -345763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -345789.906250 Penalty: 2623.349121
	Iteration 8Q: 3 clusters Score -345789.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -345812.625000 Penalty: 2623.349121
	Iteration 9Q: 3 clusters Score -345812.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -345837.906250 Penalty: 2623.349121
	Iteration 10Q: 3 clusters Score -345837.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -345863.593750 Penalty: 2623.349121
	Iteration 11Q: 3 clusters Score -345863.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -345896.562500 Penalty: 2623.349121
	Iteration 12Q: 3 clusters Score -345896.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -345929.437500 Penalty: 2623.349121
	Iteration 13Q: 3 clusters Score -345929.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -345962.968750 Penalty: 2623.349121
	Iteration 14Q: 3 clusters Score -345963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -345998.218750 Penalty: 2623.349121
	Iteration 15Q: 3 clusters Score -345998.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -346039.093750 Penalty: 2623.349121
	Iteration 16Q: 3 clusters Score -346039.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346089.437500 Penalty: 2623.349121
	Iteration 17Q: 3 clusters Score -346089.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -346149.812500 Penalty: 2623.349121
	Iteration 18Q: 3 clusters Score -346149.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -346216.312500 Penalty: 2623.349121
	Iteration 19Q: 3 clusters Score -346216.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -346301.531250 Penalty: 2623.349121
	Iteration 20F: 3 clusters Score -346301.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -346428.406250 Penalty: 2623.349121
	Iteration 21Q: 3 clusters Score -346428.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -346583.906250 Penalty: 2623.349121
	Iteration 22Q: 3 clusters Score -346583.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -346736.718750 Penalty: 2623.349121
	Iteration 23Q: 3 clusters Score -346736.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -346874.343750 Penalty: 2623.349121
	Iteration 24Q: 3 clusters Score -346874.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -346966.343750 Penalty: 2623.349121
	Iteration 25Q: 3 clusters Score -346966.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -347022.812500 Penalty: 2623.349121
	Iteration 26Q: 3 clusters Score -347022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -347049.812500 Penalty: 2623.349121
	Iteration 27Q: 3 clusters Score -347049.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -347061.375000 Penalty: 2623.349121
	Iteration 28Q: 3 clusters Score -347061.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -347065.062500 Penalty: 2623.349121
	Iteration 29Q: 3 clusters Score -347065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -347065.937500 Penalty: 2623.349121
	Iteration 30Q: 3 clusters Score -347065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -347066.531250 Penalty: 2623.349121
	Iteration 31Q: 3 clusters Score -347066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -347068.750000 Penalty: 2623.349121
	Iteration 32Q: 3 clusters Score -347068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -347068.750000 Penalty: 2623.349121
	Iteration 33F: 3 clusters Score -347068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173788 members 
Entering Unmasked Estep 
Score: -18795936.000000 Penalty: 1960.658691
	Iteration 0F: 2 clusters Score -1.879594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -18684062.000000 Penalty: 3921.317383
	Iteration 0F: 3 clusters Score -1.868406e+07 nChanged 84053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -18733042.000000 Penalty: 3921.317383
	Iteration 1F: 3 clusters Score -1.873304e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -18734210.000000 Penalty: 3921.317383
	Iteration 2Q: 3 clusters Score -1.873421e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -18736040.000000 Penalty: 3921.317383
	Iteration 3Q: 3 clusters Score -1.873604e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -18739762.000000 Penalty: 3921.317383
	Iteration 4Q: 3 clusters Score -1.873976e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -18746040.000000 Penalty: 3921.317383
	Iteration 5F: 3 clusters Score -1.874604e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 129744 members 
Entering Unmasked Estep 
Score: -18756668.000000 Penalty: 3921.317383
	Iteration 6F: 3 clusters Score -1.875667e+07 nChanged 14990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 144654 members 
Entering Unmasked Estep 
Score: -18770662.000000 Penalty: 3921.317383
	Iteration 7F: 3 clusters Score -1.877066e+07 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 157908 members 
Entering Unmasked Estep 
Score: -18782576.000000 Penalty: 3921.317383
	Iteration 8F: 3 clusters Score -1.878258e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -18789456.000000 Penalty: 3921.317383
	Iteration 9Q: 3 clusters Score -1.878946e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -18792398.000000 Penalty: 3921.317383
	Iteration 10Q: 3 clusters Score -1.87924e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -18793510.000000 Penalty: 3921.317383
	Iteration 11Q: 3 clusters Score -1.879351e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 172540 members 
Entering Unmasked Estep 
Score: -18793902.000000 Penalty: 3921.317383
	Iteration 12Q: 3 clusters Score -1.87939e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 172733 members 
Entering Unmasked Estep 
Score: -18794132.000000 Penalty: 3921.317383
	Iteration 13Q: 3 clusters Score -1.879413e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 172828 members 
Entering Unmasked Estep 
Score: -18794260.000000 Penalty: 3921.317383
	Iteration 14Q: 3 clusters Score -1.879426e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -18794336.000000 Penalty: 3921.317383
	Iteration 15Q: 3 clusters Score -1.879434e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -18794380.000000 Penalty: 3921.317383
	Iteration 16Q: 3 clusters Score -1.879438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 172931 members 
Entering Unmasked Estep 
Score: -18794408.000000 Penalty: 3921.317383
	Iteration 17Q: 3 clusters Score -1.879441e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 172944 members 
Entering Unmasked Estep 
Score: -18794430.000000 Penalty: 3921.317383
	Iteration 18Q: 3 clusters Score -1.879443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18794438.000000 Penalty: 3921.317383
	Iteration 19Q: 3 clusters Score -1.879444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18794470.000000 Penalty: 3921.317383
	Iteration 20F: 3 clusters Score -1.879447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 172944 members 
Entering Unmasked Estep 
Score: -18794454.000000 Penalty: 3921.317383
	Iteration 21Q: 3 clusters Score -1.879445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -18794456.000000 Penalty: 3921.317383
	Iteration 22Q: 3 clusters Score -1.879446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -18794460.000000 Penalty: 3921.317383
	Iteration 23Q: 3 clusters Score -1.879446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -18794456.000000 Penalty: 3921.317383
	Iteration 24Q: 3 clusters Score -1.879446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -18794470.000000 Penalty: 3921.317383
	Iteration 25Q: 3 clusters Score -1.879447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -18794484.000000 Penalty: 3921.317383
	Iteration 26Q: 3 clusters Score -1.879448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -18794490.000000 Penalty: 3921.317383
	Iteration 27Q: 3 clusters Score -1.879449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -18794472.000000 Penalty: 3921.317383
	Iteration 28Q: 3 clusters Score -1.879447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -18794490.000000 Penalty: 3921.317383
	Iteration 29Q: 3 clusters Score -1.879449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
Score: -18794496.000000 Penalty: 3921.317383
	Iteration 30Q: 3 clusters Score -1.87945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -18794516.000000 Penalty: 3921.317383
	Iteration 31Q: 3 clusters Score -1.879452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -18794520.000000 Penalty: 3921.317383
	Iteration 32Q: 3 clusters Score -1.879452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -18794518.000000 Penalty: 3921.317383
	Iteration 33Q: 3 clusters Score -1.879452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -18794510.000000 Penalty: 3921.317383
	Iteration 34Q: 3 clusters Score -1.879451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -18794514.000000 Penalty: 3921.317383
	Iteration 35Q: 3 clusters Score -1.879451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -18794520.000000 Penalty: 3921.317383
	Iteration 36Q: 3 clusters Score -1.879452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -18794516.000000 Penalty: 3921.317383
	Iteration 37Q: 3 clusters Score -1.879452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 172971 members 
Entering Unmasked Estep 
Score: -18794518.000000 Penalty: 3921.317383
	Iteration 38Q: 3 clusters Score -1.879452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -18794518.000000 Penalty: 3921.317383
	Iteration 39Q: 3 clusters Score -1.879452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -18794520.000000 Penalty: 3921.317383
	Iteration 40F: 3 clusters Score -1.879452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -18794512.000000 Penalty: 3921.317383
	Iteration 41Q: 3 clusters Score -1.879451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -18794528.000000 Penalty: 3921.317383
	Iteration 42Q: 3 clusters Score -1.879453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -18794522.000000 Penalty: 3921.317383
	Iteration 43Q: 3 clusters Score -1.879452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -18794524.000000 Penalty: 3921.317383
	Iteration 44Q: 3 clusters Score -1.879452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
Score: -18794526.000000 Penalty: 3921.317383
	Iteration 45Q: 3 clusters Score -1.879453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 172964 members 
Entering Unmasked Estep 
Score: -18794538.000000 Penalty: 3921.317383
	Iteration 46Q: 3 clusters Score -1.879454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 172964 members 
Entering Unmasked Estep 
Score: -18794538.000000 Penalty: 3921.317383
	Iteration 47F: 3 clusters Score -1.879454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122384 members 
Entering Unmasked Estep 
Score: -13397866.000000 Penalty: 1903.674316
	Iteration 0F: 2 clusters Score -1.339787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -13315595.000000 Penalty: 3807.348633
	Iteration 0F: 3 clusters Score -1.33156e+07 nChanged 58970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -13350863.000000 Penalty: 3807.348633
	Iteration 1F: 3 clusters Score -1.335086e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -13351730.000000 Penalty: 3807.348633
	Iteration 2Q: 3 clusters Score -1.335173e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -13352888.000000 Penalty: 3807.348633
	Iteration 3Q: 3 clusters Score -1.335289e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -13354629.000000 Penalty: 3807.348633
	Iteration 4Q: 3 clusters Score -1.335463e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -13357314.000000 Penalty: 3807.348633
	Iteration 5Q: 3 clusters Score -1.335731e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -13361554.000000 Penalty: 3807.348633
	Iteration 6F: 3 clusters Score -1.336155e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -13366997.000000 Penalty: 3807.348633
	Iteration 7F: 3 clusters Score -1.3367e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -13371979.000000 Penalty: 3807.348633
	Iteration 8F: 3 clusters Score -1.337198e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -13374541.000000 Penalty: 3807.348633
	Iteration 9Q: 3 clusters Score -1.337454e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -13375707.000000 Penalty: 3807.348633
	Iteration 10Q: 3 clusters Score -1.337571e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -13376377.000000 Penalty: 3807.348633
	Iteration 11Q: 3 clusters Score -1.337638e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -13376937.000000 Penalty: 3807.348633
	Iteration 12Q: 3 clusters Score -1.337694e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -13377356.000000 Penalty: 3807.348633
	Iteration 13Q: 3 clusters Score -1.337736e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -13378028.000000 Penalty: 3807.348633
	Iteration 14Q: 3 clusters Score -1.337803e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -13378841.000000 Penalty: 3807.348633
	Iteration 15Q: 3 clusters Score -1.337884e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -13379689.000000 Penalty: 3807.348633
	Iteration 16Q: 3 clusters Score -1.337969e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -13380530.000000 Penalty: 3807.348633
	Iteration 17Q: 3 clusters Score -1.338053e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -13381571.000000 Penalty: 3807.348633
	Iteration 18Q: 3 clusters Score -1.338157e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -13382748.000000 Penalty: 3807.348633
	Iteration 19Q: 3 clusters Score -1.338275e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -13384104.000000 Penalty: 3807.348633
	Iteration 20F: 3 clusters Score -1.33841e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -13385470.000000 Penalty: 3807.348633
	Iteration 21Q: 3 clusters Score -1.338547e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -13386907.000000 Penalty: 3807.348633
	Iteration 22Q: 3 clusters Score -1.338691e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -13388304.000000 Penalty: 3807.348633
	Iteration 23Q: 3 clusters Score -1.33883e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 108156 members 
Entering Unmasked Estep 
Score: -13389660.000000 Penalty: 3807.348633
	Iteration 24Q: 3 clusters Score -1.338966e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 109896 members 
Entering Unmasked Estep 
Score: -13390889.000000 Penalty: 3807.348633
	Iteration 25Q: 3 clusters Score -1.339089e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -13392018.000000 Penalty: 3807.348633
	Iteration 26Q: 3 clusters Score -1.339202e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -13393087.000000 Penalty: 3807.348633
	Iteration 27Q: 3 clusters Score -1.339309e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
Score: -13393827.000000 Penalty: 3807.348633
	Iteration 28Q: 3 clusters Score -1.339383e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 114588 members 
Entering Unmasked Estep 
Score: -13394322.000000 Penalty: 3807.348633
	Iteration 29Q: 3 clusters Score -1.339432e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 115257 members 
Entering Unmasked Estep 
Score: -13394839.000000 Penalty: 3807.348633
	Iteration 30Q: 3 clusters Score -1.339484e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -13395232.000000 Penalty: 3807.348633
	Iteration 31Q: 3 clusters Score -1.339523e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -13395538.000000 Penalty: 3807.348633
	Iteration 32Q: 3 clusters Score -1.339554e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -13395752.000000 Penalty: 3807.348633
	Iteration 33Q: 3 clusters Score -1.339575e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -13395872.000000 Penalty: 3807.348633
	Iteration 34Q: 3 clusters Score -1.339587e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -13396001.000000 Penalty: 3807.348633
	Iteration 35Q: 3 clusters Score -1.3396e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -13396100.000000 Penalty: 3807.348633
	Iteration 36Q: 3 clusters Score -1.33961e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 117731 members 
Entering Unmasked Estep 
Score: -13396175.000000 Penalty: 3807.348633
	Iteration 37Q: 3 clusters Score -1.339618e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -13396256.000000 Penalty: 3807.348633
	Iteration 38Q: 3 clusters Score -1.339626e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -13396330.000000 Penalty: 3807.348633
	Iteration 39Q: 3 clusters Score -1.339633e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -13396397.000000 Penalty: 3807.348633
	Iteration 40F: 3 clusters Score -1.33964e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -13396460.000000 Penalty: 3807.348633
	Iteration 41Q: 3 clusters Score -1.339646e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -13396496.000000 Penalty: 3807.348633
	Iteration 42Q: 3 clusters Score -1.33965e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 118546 members 
Entering Unmasked Estep 
Score: -13396520.000000 Penalty: 3807.348633
	Iteration 43Q: 3 clusters Score -1.339652e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 118630 members 
Entering Unmasked Estep 
Score: -13396567.000000 Penalty: 3807.348633
	Iteration 44Q: 3 clusters Score -1.339657e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -13396576.000000 Penalty: 3807.348633
	Iteration 45Q: 3 clusters Score -1.339658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -13396592.000000 Penalty: 3807.348633
	Iteration 46Q: 3 clusters Score -1.339659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -13396626.000000 Penalty: 3807.348633
	Iteration 47Q: 3 clusters Score -1.339663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -13396622.000000 Penalty: 3807.348633
	Iteration 48Q: 3 clusters Score -1.339662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 118942 members 
Entering Unmasked Estep 
Score: -13396636.000000 Penalty: 3807.348633
	Iteration 49Q: 3 clusters Score -1.339664e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 118990 members 
Entering Unmasked Estep 
Score: -13396636.000000 Penalty: 3807.348633
	Iteration 50Q: 3 clusters Score -1.339664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -13396657.000000 Penalty: 3807.348633
	Iteration 51Q: 3 clusters Score -1.339666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -13396666.000000 Penalty: 3807.348633
	Iteration 52Q: 3 clusters Score -1.339667e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 119116 members 
Entering Unmasked Estep 
Score: -13396659.000000 Penalty: 3807.348633
	Iteration 53Q: 3 clusters Score -1.339666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 119155 members 
Entering Unmasked Estep 
Score: -13396665.000000 Penalty: 3807.348633
	Iteration 54Q: 3 clusters Score -1.339666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -13396687.000000 Penalty: 3807.348633
	Iteration 55Q: 3 clusters Score -1.339669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -13396705.000000 Penalty: 3807.348633
	Iteration 56Q: 3 clusters Score -1.33967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -13396699.000000 Penalty: 3807.348633
	Iteration 57Q: 3 clusters Score -1.33967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 119269 members 
Entering Unmasked Estep 
Score: -13396704.000000 Penalty: 3807.348633
	Iteration 58Q: 3 clusters Score -1.33967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -13396724.000000 Penalty: 3807.348633
	Iteration 59Q: 3 clusters Score -1.339672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 119312 members 
Entering Unmasked Estep 
Score: -13396704.000000 Penalty: 3807.348633
	Iteration 60F: 3 clusters Score -1.33967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -13396706.000000 Penalty: 3807.348633
	Iteration 61Q: 3 clusters Score -1.339671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -13396709.000000 Penalty: 3807.348633
	Iteration 62Q: 3 clusters Score -1.339671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 119354 members 
Entering Unmasked Estep 
Score: -13396715.000000 Penalty: 3807.348633
	Iteration 63Q: 3 clusters Score -1.339672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 119364 members 
Entering Unmasked Estep 
Score: -13396711.000000 Penalty: 3807.348633
	Iteration 64Q: 3 clusters Score -1.339671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -13396714.000000 Penalty: 3807.348633
	Iteration 65Q: 3 clusters Score -1.339671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -13396717.000000 Penalty: 3807.348633
	Iteration 66Q: 3 clusters Score -1.339672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
Score: -13396710.000000 Penalty: 3807.348633
	Iteration 67Q: 3 clusters Score -1.339671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -13396720.000000 Penalty: 3807.348633
	Iteration 68Q: 3 clusters Score -1.339672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 119389 members 
Entering Unmasked Estep 
Score: -13396710.000000 Penalty: 3807.348633
	Iteration 69Q: 3 clusters Score -1.339671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -13396721.000000 Penalty: 3807.348633
	Iteration 70Q: 3 clusters Score -1.339672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -13396721.000000 Penalty: 3807.348633
	Iteration 71Q: 3 clusters Score -1.339672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -13396725.000000 Penalty: 3807.348633
	Iteration 72Q: 3 clusters Score -1.339672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -13396715.000000 Penalty: 3807.348633
	Iteration 73Q: 3 clusters Score -1.339672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -13396715.000000 Penalty: 3807.348633
	Iteration 74F: 3 clusters Score -1.339672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Entering Unmasked Estep 
Score: -5930042.500000 Penalty: 1778.258301
	Iteration 0F: 2 clusters Score -5930042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -5892248.500000 Penalty: 3556.516602
	Iteration 0F: 3 clusters Score -5892248 nChanged 26665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5907152.500000 Penalty: 3556.516602
	Iteration 1F: 3 clusters Score -5907152 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -5907539.000000 Penalty: 3556.516602
	Iteration 2Q: 3 clusters Score -5907539 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5908098.500000 Penalty: 3556.516602
	Iteration 3Q: 3 clusters Score -5908098 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5908967.500000 Penalty: 3556.516602
	Iteration 4Q: 3 clusters Score -5908968 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5910300.000000 Penalty: 3556.516602
	Iteration 5Q: 3 clusters Score -5910300 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5912016.000000 Penalty: 3556.516602
	Iteration 6Q: 3 clusters Score -5912016 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5913865.500000 Penalty: 3556.516602
	Iteration 7F: 3 clusters Score -5913866 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5915420.500000 Penalty: 3556.516602
	Iteration 8F: 3 clusters Score -5915420 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5916612.500000 Penalty: 3556.516602
	Iteration 9Q: 3 clusters Score -5916612 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5917597.000000 Penalty: 3556.516602
	Iteration 10Q: 3 clusters Score -5917597 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5918297.000000 Penalty: 3556.516602
	Iteration 11Q: 3 clusters Score -5918297 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5918851.000000 Penalty: 3556.516602
	Iteration 12Q: 3 clusters Score -5918851 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -5919360.000000 Penalty: 3556.516602
	Iteration 13Q: 3 clusters Score -5919360 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -5919801.000000 Penalty: 3556.516602
	Iteration 14Q: 3 clusters Score -5919801 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5920219.000000 Penalty: 3556.516602
	Iteration 15Q: 3 clusters Score -5920219 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5920627.000000 Penalty: 3556.516602
	Iteration 16Q: 3 clusters Score -5920627 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5921082.000000 Penalty: 3556.516602
	Iteration 17Q: 3 clusters Score -5921082 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5921609.500000 Penalty: 3556.516602
	Iteration 18Q: 3 clusters Score -5921610 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5922257.000000 Penalty: 3556.516602
	Iteration 19Q: 3 clusters Score -5922257 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -5922912.000000 Penalty: 3556.516602
	Iteration 20F: 3 clusters Score -5922912 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5923622.000000 Penalty: 3556.516602
	Iteration 21Q: 3 clusters Score -5923622 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -5924381.000000 Penalty: 3556.516602
	Iteration 22Q: 3 clusters Score -5924381 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -5925136.500000 Penalty: 3556.516602
	Iteration 23Q: 3 clusters Score -5925136 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5925808.500000 Penalty: 3556.516602
	Iteration 24Q: 3 clusters Score -5925808 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5926372.500000 Penalty: 3556.516602
	Iteration 25Q: 3 clusters Score -5926372 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5926863.000000 Penalty: 3556.516602
	Iteration 26Q: 3 clusters Score -5926863 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5927256.500000 Penalty: 3556.516602
	Iteration 27Q: 3 clusters Score -5927256 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5927544.000000 Penalty: 3556.516602
	Iteration 28Q: 3 clusters Score -5927544 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5927799.000000 Penalty: 3556.516602
	Iteration 29Q: 3 clusters Score -5927799 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5927994.000000 Penalty: 3556.516602
	Iteration 30Q: 3 clusters Score -5927994 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5928116.000000 Penalty: 3556.516602
	Iteration 31Q: 3 clusters Score -5928116 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5928189.000000 Penalty: 3556.516602
	Iteration 32Q: 3 clusters Score -5928189 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5928263.500000 Penalty: 3556.516602
	Iteration 33Q: 3 clusters Score -5928264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5928318.500000 Penalty: 3556.516602
	Iteration 34Q: 3 clusters Score -5928318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5928354.000000 Penalty: 3556.516602
	Iteration 35Q: 3 clusters Score -5928354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5928387.000000 Penalty: 3556.516602
	Iteration 36Q: 3 clusters Score -5928387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5928426.000000 Penalty: 3556.516602
	Iteration 37Q: 3 clusters Score -5928426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5928446.000000 Penalty: 3556.516602
	Iteration 38Q: 3 clusters Score -5928446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5928469.000000 Penalty: 3556.516602
	Iteration 39Q: 3 clusters Score -5928469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5928473.000000 Penalty: 3556.516602
	Iteration 40F: 3 clusters Score -5928473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5928483.500000 Penalty: 3556.516602
	Iteration 41Q: 3 clusters Score -5928484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5928490.000000 Penalty: 3556.516602
	Iteration 42Q: 3 clusters Score -5928490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5928494.000000 Penalty: 3556.516602
	Iteration 43Q: 3 clusters Score -5928494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5928496.000000 Penalty: 3556.516602
	Iteration 44Q: 3 clusters Score -5928496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5928497.500000 Penalty: 3556.516602
	Iteration 45Q: 3 clusters Score -5928498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5928501.000000 Penalty: 3556.516602
	Iteration 46Q: 3 clusters Score -5928501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5928509.000000 Penalty: 3556.516602
	Iteration 47Q: 3 clusters Score -5928509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5928509.500000 Penalty: 3556.516602
	Iteration 48Q: 3 clusters Score -5928510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5928506.500000 Penalty: 3556.516602
	Iteration 49Q: 3 clusters Score -5928506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5928502.500000 Penalty: 3556.516602
	Iteration 50Q: 3 clusters Score -5928502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5928502.000000 Penalty: 3556.516602
	Iteration 51Q: 3 clusters Score -5928502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5928503.000000 Penalty: 3556.516602
	Iteration 52Q: 3 clusters Score -5928503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5928509.500000 Penalty: 3556.516602
	Iteration 53Q: 3 clusters Score -5928510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5928512.500000 Penalty: 3556.516602
	Iteration 54Q: 3 clusters Score -5928512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5928511.500000 Penalty: 3556.516602
	Iteration 55Q: 3 clusters Score -5928512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5928509.500000 Penalty: 3556.516602
	Iteration 56Q: 3 clusters Score -5928510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5928515.000000 Penalty: 3556.516602
	Iteration 57Q: 3 clusters Score -5928515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5928518.500000 Penalty: 3556.516602
	Iteration 58Q: 3 clusters Score -5928518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5928521.500000 Penalty: 3556.516602
	Iteration 59Q: 3 clusters Score -5928522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5928525.000000 Penalty: 3556.516602
	Iteration 60F: 3 clusters Score -5928525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5928529.000000 Penalty: 3556.516602
	Iteration 61Q: 3 clusters Score -5928529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5928531.000000 Penalty: 3556.516602
	Iteration 62Q: 3 clusters Score -5928531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5928531.000000 Penalty: 3556.516602
	Iteration 63Q: 3 clusters Score -5928531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5928531.000000 Penalty: 3556.516602
	Iteration 64F: 3 clusters Score -5928531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (177869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177869 members 
Entering Unmasked Estep 
Score: -19177076.000000 Penalty: 1964.430420
	Iteration 0F: 2 clusters Score -1.917708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -19063752.000000 Penalty: 3928.860840
	Iteration 0F: 3 clusters Score -1.906375e+07 nChanged 86205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -19113894.000000 Penalty: 3928.860840
	Iteration 1F: 3 clusters Score -1.911389e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -19114820.000000 Penalty: 3928.860840
	Iteration 2Q: 3 clusters Score -1.911482e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -19116064.000000 Penalty: 3928.860840
	Iteration 3Q: 3 clusters Score -1.911606e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -19117290.000000 Penalty: 3928.860840
	Iteration 4Q: 3 clusters Score -1.911729e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -19119318.000000 Penalty: 3928.860840
	Iteration 5Q: 3 clusters Score -1.911932e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -19121964.000000 Penalty: 3928.860840
	Iteration 6Q: 3 clusters Score -1.912196e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -19126040.000000 Penalty: 3928.860840
	Iteration 7Q: 3 clusters Score -1.912604e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -19132120.000000 Penalty: 3928.860840
	Iteration 8F: 3 clusters Score -1.913212e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -19140442.000000 Penalty: 3928.860840
	Iteration 9F: 3 clusters Score -1.914044e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -19149178.000000 Penalty: 3928.860840
	Iteration 10F: 3 clusters Score -1.914918e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -19154508.000000 Penalty: 3928.860840
	Iteration 11F: 3 clusters Score -1.915451e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -19157252.000000 Penalty: 3928.860840
	Iteration 12Q: 3 clusters Score -1.915725e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -19158960.000000 Penalty: 3928.860840
	Iteration 13Q: 3 clusters Score -1.915896e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -19160438.000000 Penalty: 3928.860840
	Iteration 14Q: 3 clusters Score -1.916044e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
Score: -19162252.000000 Penalty: 3928.860840
	Iteration 15Q: 3 clusters Score -1.916225e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -19164304.000000 Penalty: 3928.860840
	Iteration 16Q: 3 clusters Score -1.91643e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -19166290.000000 Penalty: 3928.860840
	Iteration 17Q: 3 clusters Score -1.916629e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 139660 members 
Entering Unmasked Estep 
Score: -19168882.000000 Penalty: 3928.860840
	Iteration 18Q: 3 clusters Score -1.916888e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -19171202.000000 Penalty: 3928.860840
	Iteration 19Q: 3 clusters Score -1.91712e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 146111 members 
Entering Unmasked Estep 
Score: -19173230.000000 Penalty: 3928.860840
	Iteration 20F: 3 clusters Score -1.917323e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -19174648.000000 Penalty: 3928.860840
	Iteration 21Q: 3 clusters Score -1.917465e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -19175742.000000 Penalty: 3928.860840
	Iteration 22Q: 3 clusters Score -1.917574e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -19176366.000000 Penalty: 3928.860840
	Iteration 23Q: 3 clusters Score -1.917637e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -19176746.000000 Penalty: 3928.860840
	Iteration 24Q: 3 clusters Score -1.917675e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -19177172.000000 Penalty: 3928.860840
	Iteration 25Q: 3 clusters Score -1.917717e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -19177342.000000 Penalty: 3928.860840
	Iteration 26Q: 3 clusters Score -1.917734e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -19177500.000000 Penalty: 3928.860840
	Iteration 27Q: 3 clusters Score -1.91775e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 162138 members 
Entering Unmasked Estep 
Score: -19177446.000000 Penalty: 3928.860840
	Iteration 28Q: 3 clusters Score -1.917745e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -19177474.000000 Penalty: 3928.860840
	Iteration 29Q: 3 clusters Score -1.917747e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -19177484.000000 Penalty: 3928.860840
	Iteration 30Q: 3 clusters Score -1.917748e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -19177444.000000 Penalty: 3928.860840
	Iteration 31Q: 3 clusters Score -1.917744e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -19177438.000000 Penalty: 3928.860840
	Iteration 32Q: 3 clusters Score -1.917744e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -19177418.000000 Penalty: 3928.860840
	Iteration 33Q: 3 clusters Score -1.917742e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -19177292.000000 Penalty: 3928.860840
	Iteration 34Q: 3 clusters Score -1.917729e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 168496 members 
Entering Unmasked Estep 
Score: -19177234.000000 Penalty: 3928.860840
	Iteration 35Q: 3 clusters Score -1.917723e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 169036 members 
Entering Unmasked Estep 
Score: -19177212.000000 Penalty: 3928.860840
	Iteration 36Q: 3 clusters Score -1.917721e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -19177150.000000 Penalty: 3928.860840
	Iteration 37Q: 3 clusters Score -1.917715e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -19177114.000000 Penalty: 3928.860840
	Iteration 38Q: 3 clusters Score -1.917711e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -19177124.000000 Penalty: 3928.860840
	Iteration 39Q: 3 clusters Score -1.917712e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -19177046.000000 Penalty: 3928.860840
	Iteration 40F: 3 clusters Score -1.917705e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 171048 members 
Entering Unmasked Estep 
Score: -19177054.000000 Penalty: 3928.860840
	Iteration 41Q: 3 clusters Score -1.917705e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 171364 members 
Entering Unmasked Estep 
Score: -19176914.000000 Penalty: 3928.860840
	Iteration 42Q: 3 clusters Score -1.917691e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -19176902.000000 Penalty: 3928.860840
	Iteration 43Q: 3 clusters Score -1.91769e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -19176896.000000 Penalty: 3928.860840
	Iteration 44Q: 3 clusters Score -1.91769e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 172354 members 
Entering Unmasked Estep 
Score: -19176826.000000 Penalty: 3928.860840
	Iteration 45Q: 3 clusters Score -1.917683e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -19176816.000000 Penalty: 3928.860840
	Iteration 46Q: 3 clusters Score -1.917682e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -19176776.000000 Penalty: 3928.860840
	Iteration 47Q: 3 clusters Score -1.917678e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -19176768.000000 Penalty: 3928.860840
	Iteration 48Q: 3 clusters Score -1.917677e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 173342 members 
Entering Unmasked Estep 
Score: -19176768.000000 Penalty: 3928.860840
	Iteration 49Q: 3 clusters Score -1.917677e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -19176766.000000 Penalty: 3928.860840
	Iteration 50Q: 3 clusters Score -1.917677e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 173719 members 
Entering Unmasked Estep 
Score: -19176730.000000 Penalty: 3928.860840
	Iteration 51Q: 3 clusters Score -1.917673e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -19176716.000000 Penalty: 3928.860840
	Iteration 52Q: 3 clusters Score -1.917672e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -19176716.000000 Penalty: 3928.860840
	Iteration 53Q: 3 clusters Score -1.917672e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -19176634.000000 Penalty: 3928.860840
	Iteration 54Q: 3 clusters Score -1.917663e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -19176602.000000 Penalty: 3928.860840
	Iteration 55Q: 3 clusters Score -1.91766e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
Score: -19176584.000000 Penalty: 3928.860840
	Iteration 56Q: 3 clusters Score -1.917658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -19176588.000000 Penalty: 3928.860840
	Iteration 57Q: 3 clusters Score -1.917659e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 174600 members 
Entering Unmasked Estep 
Score: -19176556.000000 Penalty: 3928.860840
	Iteration 58Q: 3 clusters Score -1.917656e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -19176536.000000 Penalty: 3928.860840
	Iteration 59Q: 3 clusters Score -1.917654e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 174800 members 
Entering Unmasked Estep 
Score: -19176538.000000 Penalty: 3928.860840
	Iteration 60F: 3 clusters Score -1.917654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -19176492.000000 Penalty: 3928.860840
	Iteration 61Q: 3 clusters Score -1.917649e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -19176494.000000 Penalty: 3928.860840
	Iteration 62Q: 3 clusters Score -1.917649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -19176470.000000 Penalty: 3928.860840
	Iteration 63Q: 3 clusters Score -1.917647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -19176432.000000 Penalty: 3928.860840
	Iteration 64Q: 3 clusters Score -1.917643e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 175137 members 
Entering Unmasked Estep 
Score: -19176412.000000 Penalty: 3928.860840
	Iteration 65Q: 3 clusters Score -1.917641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -19176384.000000 Penalty: 3928.860840
	Iteration 66Q: 3 clusters Score -1.917638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -19176370.000000 Penalty: 3928.860840
	Iteration 67Q: 3 clusters Score -1.917637e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 175280 members 
Entering Unmasked Estep 
Score: -19176344.000000 Penalty: 3928.860840
	Iteration 68Q: 3 clusters Score -1.917634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -19176338.000000 Penalty: 3928.860840
	Iteration 69Q: 3 clusters Score -1.917634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 175350 members 
Entering Unmasked Estep 
Score: -19176350.000000 Penalty: 3928.860840
	Iteration 70Q: 3 clusters Score -1.917635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -19176342.000000 Penalty: 3928.860840
	Iteration 71Q: 3 clusters Score -1.917634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 175408 members 
Entering Unmasked Estep 
Score: -19176354.000000 Penalty: 3928.860840
	Iteration 72Q: 3 clusters Score -1.917635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 175441 members 
Entering Unmasked Estep 
Score: -19176348.000000 Penalty: 3928.860840
	Iteration 73Q: 3 clusters Score -1.917635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -19176336.000000 Penalty: 3928.860840
	Iteration 74Q: 3 clusters Score -1.917634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 175500 members 
Entering Unmasked Estep 
Score: -19176304.000000 Penalty: 3928.860840
	Iteration 75Q: 3 clusters Score -1.91763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -19176302.000000 Penalty: 3928.860840
	Iteration 76Q: 3 clusters Score -1.91763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 175551 members 
Entering Unmasked Estep 
Score: -19176298.000000 Penalty: 3928.860840
	Iteration 77Q: 3 clusters Score -1.91763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 175580 members 
Entering Unmasked Estep 
Score: -19176286.000000 Penalty: 3928.860840
	Iteration 78Q: 3 clusters Score -1.917629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -19176298.000000 Penalty: 3928.860840
	Iteration 79Q: 3 clusters Score -1.91763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -19176294.000000 Penalty: 3928.860840
	Iteration 80F: 3 clusters Score -1.917629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 175631 members 
Entering Unmasked Estep 
Score: -19176280.000000 Penalty: 3928.860840
	Iteration 81Q: 3 clusters Score -1.917628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -19176272.000000 Penalty: 3928.860840
	Iteration 82Q: 3 clusters Score -1.917627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 175650 members 
Entering Unmasked Estep 
Score: -19176264.000000 Penalty: 3928.860840
	Iteration 83Q: 3 clusters Score -1.917626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -19176274.000000 Penalty: 3928.860840
	Iteration 84Q: 3 clusters Score -1.917627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -19176262.000000 Penalty: 3928.860840
	Iteration 85Q: 3 clusters Score -1.917626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -19176266.000000 Penalty: 3928.860840
	Iteration 86Q: 3 clusters Score -1.917627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -19176268.000000 Penalty: 3928.860840
	Iteration 87Q: 3 clusters Score -1.917627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -19176278.000000 Penalty: 3928.860840
	Iteration 88Q: 3 clusters Score -1.917628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -19176276.000000 Penalty: 3928.860840
	Iteration 89Q: 3 clusters Score -1.917628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 175748 members 
Entering Unmasked Estep 
Score: -19176264.000000 Penalty: 3928.860840
	Iteration 90Q: 3 clusters Score -1.917626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -19176224.000000 Penalty: 3928.860840
	Iteration 91Q: 3 clusters Score -1.917622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -19176232.000000 Penalty: 3928.860840
	Iteration 92Q: 3 clusters Score -1.917623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -19176192.000000 Penalty: 3928.860840
	Iteration 93Q: 3 clusters Score -1.917619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 175852 members 
Entering Unmasked Estep 
Score: -19176194.000000 Penalty: 3928.860840
	Iteration 94Q: 3 clusters Score -1.917619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 175882 members 
Entering Unmasked Estep 
Score: -19176160.000000 Penalty: 3928.860840
	Iteration 95Q: 3 clusters Score -1.917616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -19176168.000000 Penalty: 3928.860840
	Iteration 96Q: 3 clusters Score -1.917617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 175913 members 
Entering Unmasked Estep 
Score: -19176144.000000 Penalty: 3928.860840
	Iteration 97Q: 3 clusters Score -1.917614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -19176164.000000 Penalty: 3928.860840
	Iteration 98Q: 3 clusters Score -1.917616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 175933 members 
Entering Unmasked Estep 
Score: -19176152.000000 Penalty: 3928.860840
	Iteration 99Q: 3 clusters Score -1.917615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -19176156.000000 Penalty: 3928.860840
	Iteration 100F: 3 clusters Score -1.917616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 175946 members 
Entering Unmasked Estep 
Score: -19176156.000000 Penalty: 3928.860840
	Iteration 101Q: 3 clusters Score -1.917616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -19176174.000000 Penalty: 3928.860840
	Iteration 102Q: 3 clusters Score -1.917617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 175974 members 
Entering Unmasked Estep 
Score: -19176156.000000 Penalty: 3928.860840
	Iteration 103Q: 3 clusters Score -1.917616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -19176154.000000 Penalty: 3928.860840
	Iteration 104Q: 3 clusters Score -1.917615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -19176162.000000 Penalty: 3928.860840
	Iteration 105Q: 3 clusters Score -1.917616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 176015 members 
Entering Unmasked Estep 
Score: -19176166.000000 Penalty: 3928.860840
	Iteration 106Q: 3 clusters Score -1.917617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -19176150.000000 Penalty: 3928.860840
	Iteration 107Q: 3 clusters Score -1.917615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 176035 members 
Entering Unmasked Estep 
Score: -19176168.000000 Penalty: 3928.860840
	Iteration 108Q: 3 clusters Score -1.917617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 176041 members 
Entering Unmasked Estep 
Score: -19176152.000000 Penalty: 3928.860840
	Iteration 109Q: 3 clusters Score -1.917615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 176048 members 
Entering Unmasked Estep 
Score: -19176142.000000 Penalty: 3928.860840
	Iteration 110Q: 3 clusters Score -1.917614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 176049 members 
Entering Unmasked Estep 
Score: -19176154.000000 Penalty: 3928.860840
	Iteration 111Q: 3 clusters Score -1.917615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -19176144.000000 Penalty: 3928.860840
	Iteration 112Q: 3 clusters Score -1.917614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -19176136.000000 Penalty: 3928.860840
	Iteration 113Q: 3 clusters Score -1.917614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -19176136.000000 Penalty: 3928.860840
	Iteration 114F: 3 clusters Score -1.917614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Entering Unmasked Estep 
Score: -4039686.500000 Penalty: 1708.368286
	Iteration 0F: 2 clusters Score -4039686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4015200.750000 Penalty: 3416.736572
	Iteration 0F: 3 clusters Score -4015201 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4025666.000000 Penalty: 3416.736572
	Iteration 1F: 3 clusters Score -4025666 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4027838.750000 Penalty: 3416.736572
	Iteration 2F: 3 clusters Score -4027839 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4030526.750000 Penalty: 3416.736572
	Iteration 3F: 3 clusters Score -4030527 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4033424.750000 Penalty: 3416.736572
	Iteration 4F: 3 clusters Score -4033425 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4036109.250000 Penalty: 3416.736572
	Iteration 5F: 3 clusters Score -4036109 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4037899.000000 Penalty: 3416.736572
	Iteration 6F: 3 clusters Score -4037899 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4038889.250000 Penalty: 3416.736572
	Iteration 7Q: 3 clusters Score -4038889 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4039479.500000 Penalty: 3416.736572
	Iteration 8Q: 3 clusters Score -4039480 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4039908.500000 Penalty: 3416.736572
	Iteration 9Q: 3 clusters Score -4039908 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4040273.500000 Penalty: 3416.736572
	Iteration 10Q: 3 clusters Score -4040274 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4040532.500000 Penalty: 3416.736572
	Iteration 11Q: 3 clusters Score -4040532 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4040707.250000 Penalty: 3416.736572
	Iteration 12Q: 3 clusters Score -4040707 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4040874.250000 Penalty: 3416.736572
	Iteration 13Q: 3 clusters Score -4040874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4040977.500000 Penalty: 3416.736572
	Iteration 14Q: 3 clusters Score -4040978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4041043.500000 Penalty: 3416.736572
	Iteration 15Q: 3 clusters Score -4041044 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4041105.750000 Penalty: 3416.736572
	Iteration 16Q: 3 clusters Score -4041106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4041167.000000 Penalty: 3416.736572
	Iteration 17Q: 3 clusters Score -4041167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4041209.000000 Penalty: 3416.736572
	Iteration 18Q: 3 clusters Score -4041209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4041233.250000 Penalty: 3416.736572
	Iteration 19Q: 3 clusters Score -4041233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4041256.500000 Penalty: 3416.736572
	Iteration 20F: 3 clusters Score -4041256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4041274.250000 Penalty: 3416.736572
	Iteration 21Q: 3 clusters Score -4041274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4041284.500000 Penalty: 3416.736572
	Iteration 22Q: 3 clusters Score -4041284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4041296.250000 Penalty: 3416.736572
	Iteration 23Q: 3 clusters Score -4041296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4041290.750000 Penalty: 3416.736572
	Iteration 24Q: 3 clusters Score -4041291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4041296.250000 Penalty: 3416.736572
	Iteration 25Q: 3 clusters Score -4041296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4041296.750000 Penalty: 3416.736572
	Iteration 26Q: 3 clusters Score -4041297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4041294.000000 Penalty: 3416.736572
	Iteration 27Q: 3 clusters Score -4041294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4041306.750000 Penalty: 3416.736572
	Iteration 28Q: 3 clusters Score -4041307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4041307.500000 Penalty: 3416.736572
	Iteration 29Q: 3 clusters Score -4041308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4041303.750000 Penalty: 3416.736572
	Iteration 30Q: 3 clusters Score -4041304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4041308.250000 Penalty: 3416.736572
	Iteration 31Q: 3 clusters Score -4041308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4041307.000000 Penalty: 3416.736572
	Iteration 32Q: 3 clusters Score -4041307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4041309.250000 Penalty: 3416.736572
	Iteration 33Q: 3 clusters Score -4041309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4041308.000000 Penalty: 3416.736572
	Iteration 34Q: 3 clusters Score -4041308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4041309.250000 Penalty: 3416.736572
	Iteration 35Q: 3 clusters Score -4041309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4041306.250000 Penalty: 3416.736572
	Iteration 36Q: 3 clusters Score -4041306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4041303.250000 Penalty: 3416.736572
	Iteration 37Q: 3 clusters Score -4041303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4041302.500000 Penalty: 3416.736572
	Iteration 38Q: 3 clusters Score -4041302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4041302.500000 Penalty: 3416.736572
	Iteration 39F: 3 clusters Score -4041302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 4 contains 173788 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 56564 members 
Mstep: Class 7 contains 177869 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 48995 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 14 contains 131490 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 74855 members 
Mstep: Class 19 contains 30679 members 
Entering Unmasked Estep 
Score: -98848888.000000 Penalty: 33494.085938
Splitting cluster 8 changes total score from -98848600.000000 to -98848888.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -75215.804688 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -75215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74011.726562 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -74011.73 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74188.500000 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -74188.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74230.015625 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -74230.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74263.632812 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -74263.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74297.968750 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -74297.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74313.070312 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -74313.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74316.718750 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -74316.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74320.070312 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -74320.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74322.937500 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -74322.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74324.453125 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -74324.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74324.937500 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -74324.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74324.937500 Penalty: 2123.953369
	Iteration 11F: 3 clusters Score -74324.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Entering Unmasked Estep 
Score: -5383754.500000 Penalty: 1754.914429
	Iteration 0F: 2 clusters Score -5383754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -5350932.500000 Penalty: 3509.828857
	Iteration 0F: 3 clusters Score -5350932 nChanged 23116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -5363753.500000 Penalty: 3509.828857
	Iteration 1F: 3 clusters Score -5363754 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -5364157.500000 Penalty: 3509.828857
	Iteration 2Q: 3 clusters Score -5364158 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -5364619.000000 Penalty: 3509.828857
	Iteration 3Q: 3 clusters Score -5364619 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5365262.500000 Penalty: 3509.828857
	Iteration 4Q: 3 clusters Score -5365262 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5366179.500000 Penalty: 3509.828857
	Iteration 5Q: 3 clusters Score -5366180 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5367173.000000 Penalty: 3509.828857
	Iteration 6Q: 3 clusters Score -5367173 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5368272.500000 Penalty: 3509.828857
	Iteration 7Q: 3 clusters Score -5368272 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5369598.000000 Penalty: 3509.828857
	Iteration 8F: 3 clusters Score -5369598 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5371096.000000 Penalty: 3509.828857
	Iteration 9F: 3 clusters Score -5371096 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5372735.000000 Penalty: 3509.828857
	Iteration 10F: 3 clusters Score -5372735 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5374396.500000 Penalty: 3509.828857
	Iteration 11F: 3 clusters Score -5374396 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5375666.000000 Penalty: 3509.828857
	Iteration 12Q: 3 clusters Score -5375666 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5376462.000000 Penalty: 3509.828857
	Iteration 13Q: 3 clusters Score -5376462 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -5376848.500000 Penalty: 3509.828857
	Iteration 14Q: 3 clusters Score -5376848 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -5377004.500000 Penalty: 3509.828857
	Iteration 15Q: 3 clusters Score -5377004 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5377113.000000 Penalty: 3509.828857
	Iteration 16Q: 3 clusters Score -5377113 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5377193.500000 Penalty: 3509.828857
	Iteration 17Q: 3 clusters Score -5377194 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5377280.500000 Penalty: 3509.828857
	Iteration 18Q: 3 clusters Score -5377280 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5377354.500000 Penalty: 3509.828857
	Iteration 19Q: 3 clusters Score -5377354 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -5377391.000000 Penalty: 3509.828857
	Iteration 20F: 3 clusters Score -5377391 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5377482.000000 Penalty: 3509.828857
	Iteration 21Q: 3 clusters Score -5377482 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5377539.000000 Penalty: 3509.828857
	Iteration 22Q: 3 clusters Score -5377539 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5377598.000000 Penalty: 3509.828857
	Iteration 23Q: 3 clusters Score -5377598 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -5377684.000000 Penalty: 3509.828857
	Iteration 24Q: 3 clusters Score -5377684 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5377745.500000 Penalty: 3509.828857
	Iteration 25Q: 3 clusters Score -5377746 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -5377780.500000 Penalty: 3509.828857
	Iteration 26Q: 3 clusters Score -5377780 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -5377861.000000 Penalty: 3509.828857
	Iteration 27Q: 3 clusters Score -5377861 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5377938.500000 Penalty: 3509.828857
	Iteration 28Q: 3 clusters Score -5377938 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5378018.000000 Penalty: 3509.828857
	Iteration 29Q: 3 clusters Score -5378018 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5378107.000000 Penalty: 3509.828857
	Iteration 30Q: 3 clusters Score -5378107 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5378196.500000 Penalty: 3509.828857
	Iteration 31Q: 3 clusters Score -5378196 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -5378288.500000 Penalty: 3509.828857
	Iteration 32Q: 3 clusters Score -5378288 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -5378375.000000 Penalty: 3509.828857
	Iteration 33Q: 3 clusters Score -5378375 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5378445.500000 Penalty: 3509.828857
	Iteration 34Q: 3 clusters Score -5378446 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -5378554.500000 Penalty: 3509.828857
	Iteration 35Q: 3 clusters Score -5378554 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -5378647.000000 Penalty: 3509.828857
	Iteration 36Q: 3 clusters Score -5378647 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -5378725.000000 Penalty: 3509.828857
	Iteration 37Q: 3 clusters Score -5378725 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5378847.000000 Penalty: 3509.828857
	Iteration 38Q: 3 clusters Score -5378847 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -5378984.000000 Penalty: 3509.828857
	Iteration 39Q: 3 clusters Score -5378984 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -5379085.000000 Penalty: 3509.828857
	Iteration 40F: 3 clusters Score -5379085 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -5379196.000000 Penalty: 3509.828857
	Iteration 41Q: 3 clusters Score -5379196 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -5379366.500000 Penalty: 3509.828857
	Iteration 42Q: 3 clusters Score -5379366 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -5379494.500000 Penalty: 3509.828857
	Iteration 43Q: 3 clusters Score -5379494 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5379686.500000 Penalty: 3509.828857
	Iteration 44Q: 3 clusters Score -5379686 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5379884.000000 Penalty: 3509.828857
	Iteration 45Q: 3 clusters Score -5379884 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5380072.000000 Penalty: 3509.828857
	Iteration 46Q: 3 clusters Score -5380072 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -5380263.000000 Penalty: 3509.828857
	Iteration 47Q: 3 clusters Score -5380263 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5380456.000000 Penalty: 3509.828857
	Iteration 48Q: 3 clusters Score -5380456 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5380690.500000 Penalty: 3509.828857
	Iteration 49Q: 3 clusters Score -5380690 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5380935.500000 Penalty: 3509.828857
	Iteration 50Q: 3 clusters Score -5380936 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5381083.500000 Penalty: 3509.828857
	Iteration 51Q: 3 clusters Score -5381084 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5381216.000000 Penalty: 3509.828857
	Iteration 52Q: 3 clusters Score -5381216 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5381348.500000 Penalty: 3509.828857
	Iteration 53Q: 3 clusters Score -5381348 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5381473.000000 Penalty: 3509.828857
	Iteration 54Q: 3 clusters Score -5381473 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5381557.500000 Penalty: 3509.828857
	Iteration 55Q: 3 clusters Score -5381558 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5381615.500000 Penalty: 3509.828857
	Iteration 56Q: 3 clusters Score -5381616 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5381715.000000 Penalty: 3509.828857
	Iteration 57Q: 3 clusters Score -5381715 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5381763.000000 Penalty: 3509.828857
	Iteration 58Q: 3 clusters Score -5381763 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5381826.000000 Penalty: 3509.828857
	Iteration 59Q: 3 clusters Score -5381826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5381884.500000 Penalty: 3509.828857
	Iteration 60F: 3 clusters Score -5381884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5381916.000000 Penalty: 3509.828857
	Iteration 61Q: 3 clusters Score -5381916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5381951.000000 Penalty: 3509.828857
	Iteration 62Q: 3 clusters Score -5381951 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5381968.000000 Penalty: 3509.828857
	Iteration 63Q: 3 clusters Score -5381968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5382024.500000 Penalty: 3509.828857
	Iteration 64Q: 3 clusters Score -5382024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5382054.000000 Penalty: 3509.828857
	Iteration 65Q: 3 clusters Score -5382054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5382090.000000 Penalty: 3509.828857
	Iteration 66Q: 3 clusters Score -5382090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5382113.000000 Penalty: 3509.828857
	Iteration 67Q: 3 clusters Score -5382113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5382126.500000 Penalty: 3509.828857
	Iteration 68Q: 3 clusters Score -5382126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5382149.000000 Penalty: 3509.828857
	Iteration 69Q: 3 clusters Score -5382149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5382169.500000 Penalty: 3509.828857
	Iteration 70Q: 3 clusters Score -5382170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5382180.000000 Penalty: 3509.828857
	Iteration 71Q: 3 clusters Score -5382180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5382201.000000 Penalty: 3509.828857
	Iteration 72Q: 3 clusters Score -5382201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5382220.000000 Penalty: 3509.828857
	Iteration 73Q: 3 clusters Score -5382220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5382230.500000 Penalty: 3509.828857
	Iteration 74Q: 3 clusters Score -5382230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5382250.000000 Penalty: 3509.828857
	Iteration 75Q: 3 clusters Score -5382250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5382246.500000 Penalty: 3509.828857
	Iteration 76Q: 3 clusters Score -5382246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5382248.500000 Penalty: 3509.828857
	Iteration 77Q: 3 clusters Score -5382248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5382251.000000 Penalty: 3509.828857
	Iteration 78Q: 3 clusters Score -5382251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5382258.500000 Penalty: 3509.828857
	Iteration 79Q: 3 clusters Score -5382258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5382255.000000 Penalty: 3509.828857
	Iteration 80F: 3 clusters Score -5382255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5382260.000000 Penalty: 3509.828857
	Iteration 81Q: 3 clusters Score -5382260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5382260.000000 Penalty: 3509.828857
	Iteration 82Q: 3 clusters Score -5382260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5382263.500000 Penalty: 3509.828857
	Iteration 83Q: 3 clusters Score -5382264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5382264.000000 Penalty: 3509.828857
	Iteration 84Q: 3 clusters Score -5382264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5382265.000000 Penalty: 3509.828857
	Iteration 85Q: 3 clusters Score -5382265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5382264.500000 Penalty: 3509.828857
	Iteration 86Q: 3 clusters Score -5382264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5382262.000000 Penalty: 3509.828857
	Iteration 87Q: 3 clusters Score -5382262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5382265.500000 Penalty: 3509.828857
	Iteration 88Q: 3 clusters Score -5382266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5382269.500000 Penalty: 3509.828857
	Iteration 89Q: 3 clusters Score -5382270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5382266.000000 Penalty: 3509.828857
	Iteration 90Q: 3 clusters Score -5382266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5382267.000000 Penalty: 3509.828857
	Iteration 91Q: 3 clusters Score -5382267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5382270.000000 Penalty: 3509.828857
	Iteration 92Q: 3 clusters Score -5382270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5382268.000000 Penalty: 3509.828857
	Iteration 93Q: 3 clusters Score -5382268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5382262.000000 Penalty: 3509.828857
	Iteration 94Q: 3 clusters Score -5382262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5382266.500000 Penalty: 3509.828857
	Iteration 95Q: 3 clusters Score -5382266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5382271.500000 Penalty: 3509.828857
	Iteration 96Q: 3 clusters Score -5382272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5382270.500000 Penalty: 3509.828857
	Iteration 97Q: 3 clusters Score -5382270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5382274.500000 Penalty: 3509.828857
	Iteration 98Q: 3 clusters Score -5382274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5382274.500000 Penalty: 3509.828857
	Iteration 99Q: 3 clusters Score -5382274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5382278.000000 Penalty: 3509.828857
	Iteration 100F: 3 clusters Score -5382278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5382277.500000 Penalty: 3509.828857
	Iteration 101Q: 3 clusters Score -5382278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5382275.000000 Penalty: 3509.828857
	Iteration 102Q: 3 clusters Score -5382275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5382271.500000 Penalty: 3509.828857
	Iteration 103Q: 3 clusters Score -5382272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5382271.500000 Penalty: 3509.828857
	Iteration 104F: 3 clusters Score -5382272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Entering Unmasked Estep 
Score: -6303617.000000 Penalty: 1781.343018
	Iteration 0F: 2 clusters Score -6303617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -6265090.500000 Penalty: 3562.686035
	Iteration 0F: 3 clusters Score -6265090 nChanged 27122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -6280730.000000 Penalty: 3562.686035
	Iteration 1F: 3 clusters Score -6280730 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6281429.500000 Penalty: 3562.686035
	Iteration 2Q: 3 clusters Score -6281430 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -6282363.000000 Penalty: 3562.686035
	Iteration 3Q: 3 clusters Score -6282363 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6283595.000000 Penalty: 3562.686035
	Iteration 4Q: 3 clusters Score -6283595 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -6285216.000000 Penalty: 3562.686035
	Iteration 5F: 3 clusters Score -6285216 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -6287272.500000 Penalty: 3562.686035
	Iteration 6F: 3 clusters Score -6287272 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -6290016.000000 Penalty: 3562.686035
	Iteration 7F: 3 clusters Score -6290016 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -6292758.500000 Penalty: 3562.686035
	Iteration 8F: 3 clusters Score -6292758 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6295064.000000 Penalty: 3562.686035
	Iteration 9F: 3 clusters Score -6295064 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -6296419.000000 Penalty: 3562.686035
	Iteration 10Q: 3 clusters Score -6296419 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -6297103.000000 Penalty: 3562.686035
	Iteration 11Q: 3 clusters Score -6297103 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -6297584.000000 Penalty: 3562.686035
	Iteration 12Q: 3 clusters Score -6297584 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -6297965.000000 Penalty: 3562.686035
	Iteration 13Q: 3 clusters Score -6297965 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6298338.000000 Penalty: 3562.686035
	Iteration 14Q: 3 clusters Score -6298338 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -6298730.000000 Penalty: 3562.686035
	Iteration 15Q: 3 clusters Score -6298730 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -6299224.500000 Penalty: 3562.686035
	Iteration 16Q: 3 clusters Score -6299224 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6299674.000000 Penalty: 3562.686035
	Iteration 17Q: 3 clusters Score -6299674 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -6300145.500000 Penalty: 3562.686035
	Iteration 18Q: 3 clusters Score -6300146 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6300518.500000 Penalty: 3562.686035
	Iteration 19Q: 3 clusters Score -6300518 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6300745.500000 Penalty: 3562.686035
	Iteration 20F: 3 clusters Score -6300746 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -6300909.500000 Penalty: 3562.686035
	Iteration 21Q: 3 clusters Score -6300910 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -6300987.000000 Penalty: 3562.686035
	Iteration 22Q: 3 clusters Score -6300987 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -6301044.500000 Penalty: 3562.686035
	Iteration 23Q: 3 clusters Score -6301044 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -6301050.000000 Penalty: 3562.686035
	Iteration 24Q: 3 clusters Score -6301050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -6301056.500000 Penalty: 3562.686035
	Iteration 25Q: 3 clusters Score -6301056 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -6301081.500000 Penalty: 3562.686035
	Iteration 26Q: 3 clusters Score -6301082 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6301080.500000 Penalty: 3562.686035
	Iteration 27Q: 3 clusters Score -6301080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -6301101.000000 Penalty: 3562.686035
	Iteration 28Q: 3 clusters Score -6301101 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6301100.500000 Penalty: 3562.686035
	Iteration 29Q: 3 clusters Score -6301100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6301109.500000 Penalty: 3562.686035
	Iteration 30Q: 3 clusters Score -6301110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -6301101.500000 Penalty: 3562.686035
	Iteration 31Q: 3 clusters Score -6301102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -6301122.000000 Penalty: 3562.686035
	Iteration 32Q: 3 clusters Score -6301122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -6301129.500000 Penalty: 3562.686035
	Iteration 33Q: 3 clusters Score -6301130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6301143.500000 Penalty: 3562.686035
	Iteration 34Q: 3 clusters Score -6301144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -6301144.000000 Penalty: 3562.686035
	Iteration 35Q: 3 clusters Score -6301144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -6301147.000000 Penalty: 3562.686035
	Iteration 36Q: 3 clusters Score -6301147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -6301150.500000 Penalty: 3562.686035
	Iteration 37Q: 3 clusters Score -6301150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -6301142.000000 Penalty: 3562.686035
	Iteration 38Q: 3 clusters Score -6301142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -6301142.500000 Penalty: 3562.686035
	Iteration 39Q: 3 clusters Score -6301142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -6301150.000000 Penalty: 3562.686035
	Iteration 40F: 3 clusters Score -6301150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -6301155.500000 Penalty: 3562.686035
	Iteration 41Q: 3 clusters Score -6301156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -6301159.000000 Penalty: 3562.686035
	Iteration 42Q: 3 clusters Score -6301159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -6301147.000000 Penalty: 3562.686035
	Iteration 43Q: 3 clusters Score -6301147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -6301123.000000 Penalty: 3562.686035
	Iteration 44Q: 3 clusters Score -6301123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6301132.000000 Penalty: 3562.686035
	Iteration 45Q: 3 clusters Score -6301132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -6301149.500000 Penalty: 3562.686035
	Iteration 46Q: 3 clusters Score -6301150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -6301158.000000 Penalty: 3562.686035
	Iteration 47Q: 3 clusters Score -6301158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6301160.500000 Penalty: 3562.686035
	Iteration 48Q: 3 clusters Score -6301160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -6301182.000000 Penalty: 3562.686035
	Iteration 49Q: 3 clusters Score -6301182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -6301180.000000 Penalty: 3562.686035
	Iteration 50Q: 3 clusters Score -6301180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6301172.500000 Penalty: 3562.686035
	Iteration 51Q: 3 clusters Score -6301172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6301175.000000 Penalty: 3562.686035
	Iteration 52Q: 3 clusters Score -6301175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -6301179.000000 Penalty: 3562.686035
	Iteration 53Q: 3 clusters Score -6301179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -6301193.500000 Penalty: 3562.686035
	Iteration 54Q: 3 clusters Score -6301194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6301189.500000 Penalty: 3562.686035
	Iteration 55Q: 3 clusters Score -6301190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -6301196.500000 Penalty: 3562.686035
	Iteration 56Q: 3 clusters Score -6301196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -6301204.000000 Penalty: 3562.686035
	Iteration 57Q: 3 clusters Score -6301204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -6301200.500000 Penalty: 3562.686035
	Iteration 58Q: 3 clusters Score -6301200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -6301202.500000 Penalty: 3562.686035
	Iteration 59Q: 3 clusters Score -6301202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -6301214.000000 Penalty: 3562.686035
	Iteration 60F: 3 clusters Score -6301214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -6301208.000000 Penalty: 3562.686035
	Iteration 61Q: 3 clusters Score -6301208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6301210.500000 Penalty: 3562.686035
	Iteration 62Q: 3 clusters Score -6301210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6301214.000000 Penalty: 3562.686035
	Iteration 63Q: 3 clusters Score -6301214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -6301229.000000 Penalty: 3562.686035
	Iteration 64Q: 3 clusters Score -6301229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -6301227.000000 Penalty: 3562.686035
	Iteration 65Q: 3 clusters Score -6301227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6301228.500000 Penalty: 3562.686035
	Iteration 66Q: 3 clusters Score -6301228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -6301219.000000 Penalty: 3562.686035
	Iteration 67Q: 3 clusters Score -6301219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -6301209.500000 Penalty: 3562.686035
	Iteration 68Q: 3 clusters Score -6301210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -6301229.000000 Penalty: 3562.686035
	Iteration 69Q: 3 clusters Score -6301229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -6301227.500000 Penalty: 3562.686035
	Iteration 70Q: 3 clusters Score -6301228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6301232.000000 Penalty: 3562.686035
	Iteration 71Q: 3 clusters Score -6301232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -6301230.000000 Penalty: 3562.686035
	Iteration 72Q: 3 clusters Score -6301230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6301228.500000 Penalty: 3562.686035
	Iteration 73Q: 3 clusters Score -6301228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -6301232.000000 Penalty: 3562.686035
	Iteration 74Q: 3 clusters Score -6301232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -6301244.000000 Penalty: 3562.686035
	Iteration 75Q: 3 clusters Score -6301244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6301249.500000 Penalty: 3562.686035
	Iteration 76Q: 3 clusters Score -6301250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -6301256.500000 Penalty: 3562.686035
	Iteration 77Q: 3 clusters Score -6301256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -6301249.000000 Penalty: 3562.686035
	Iteration 78Q: 3 clusters Score -6301249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -6301258.500000 Penalty: 3562.686035
	Iteration 79Q: 3 clusters Score -6301258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -6301262.500000 Penalty: 3562.686035
	Iteration 80F: 3 clusters Score -6301262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -6301253.500000 Penalty: 3562.686035
	Iteration 81Q: 3 clusters Score -6301254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -6301263.000000 Penalty: 3562.686035
	Iteration 82Q: 3 clusters Score -6301263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6301250.000000 Penalty: 3562.686035
	Iteration 83Q: 3 clusters Score -6301250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6301253.500000 Penalty: 3562.686035
	Iteration 84Q: 3 clusters Score -6301254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -6301246.500000 Penalty: 3562.686035
	Iteration 85Q: 3 clusters Score -6301246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6301245.500000 Penalty: 3562.686035
	Iteration 86Q: 3 clusters Score -6301246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -6301247.500000 Penalty: 3562.686035
	Iteration 87Q: 3 clusters Score -6301248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -6301248.000000 Penalty: 3562.686035
	Iteration 88Q: 3 clusters Score -6301248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6301235.500000 Penalty: 3562.686035
	Iteration 89Q: 3 clusters Score -6301236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -6301242.000000 Penalty: 3562.686035
	Iteration 90Q: 3 clusters Score -6301242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -6301251.000000 Penalty: 3562.686035
	Iteration 91Q: 3 clusters Score -6301251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6301254.500000 Penalty: 3562.686035
	Iteration 92Q: 3 clusters Score -6301254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -6301257.500000 Penalty: 3562.686035
	Iteration 93Q: 3 clusters Score -6301258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -6301254.000000 Penalty: 3562.686035
	Iteration 94Q: 3 clusters Score -6301254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -6301248.500000 Penalty: 3562.686035
	Iteration 95Q: 3 clusters Score -6301248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6301263.000000 Penalty: 3562.686035
	Iteration 96Q: 3 clusters Score -6301263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -6301261.500000 Penalty: 3562.686035
	Iteration 97Q: 3 clusters Score -6301262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -6301263.500000 Penalty: 3562.686035
	Iteration 98Q: 3 clusters Score -6301264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -6301266.500000 Penalty: 3562.686035
	Iteration 99Q: 3 clusters Score -6301266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -6301267.000000 Penalty: 3562.686035
	Iteration 100F: 3 clusters Score -6301267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -6301281.000000 Penalty: 3562.686035
	Iteration 101Q: 3 clusters Score -6301281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6301273.500000 Penalty: 3562.686035
	Iteration 102Q: 3 clusters Score -6301274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -6301279.500000 Penalty: 3562.686035
	Iteration 103Q: 3 clusters Score -6301280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -6301267.000000 Penalty: 3562.686035
	Iteration 104Q: 3 clusters Score -6301267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -6301268.000000 Penalty: 3562.686035
	Iteration 105Q: 3 clusters Score -6301268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -6301282.000000 Penalty: 3562.686035
	Iteration 106Q: 3 clusters Score -6301282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6301259.000000 Penalty: 3562.686035
	Iteration 107Q: 3 clusters Score -6301259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -6301260.000000 Penalty: 3562.686035
	Iteration 108Q: 3 clusters Score -6301260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -6301262.500000 Penalty: 3562.686035
	Iteration 109Q: 3 clusters Score -6301262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6301280.500000 Penalty: 3562.686035
	Iteration 110Q: 3 clusters Score -6301280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -6301279.000000 Penalty: 3562.686035
	Iteration 111Q: 3 clusters Score -6301279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -6301284.000000 Penalty: 3562.686035
	Iteration 112Q: 3 clusters Score -6301284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -6301291.500000 Penalty: 3562.686035
	Iteration 113Q: 3 clusters Score -6301292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -6301276.500000 Penalty: 3562.686035
	Iteration 114Q: 3 clusters Score -6301276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -6301286.000000 Penalty: 3562.686035
	Iteration 115Q: 3 clusters Score -6301286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -6301294.500000 Penalty: 3562.686035
	Iteration 116Q: 3 clusters Score -6301294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6301317.000000 Penalty: 3562.686035
	Iteration 117Q: 3 clusters Score -6301317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -6301318.000000 Penalty: 3562.686035
	Iteration 118Q: 3 clusters Score -6301318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -6301307.500000 Penalty: 3562.686035
	Iteration 119Q: 3 clusters Score -6301308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -6301312.500000 Penalty: 3562.686035
	Iteration 120F: 3 clusters Score -6301312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -6301324.500000 Penalty: 3562.686035
	Iteration 121Q: 3 clusters Score -6301324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -6301349.000000 Penalty: 3562.686035
	Iteration 122Q: 3 clusters Score -6301349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -6301353.000000 Penalty: 3562.686035
	Iteration 123Q: 3 clusters Score -6301353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -6301361.500000 Penalty: 3562.686035
	Iteration 124Q: 3 clusters Score -6301362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -6301364.000000 Penalty: 3562.686035
	Iteration 125Q: 3 clusters Score -6301364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -6301366.500000 Penalty: 3562.686035
	Iteration 126Q: 3 clusters Score -6301366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -6301364.000000 Penalty: 3562.686035
	Iteration 127Q: 3 clusters Score -6301364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6301362.500000 Penalty: 3562.686035
	Iteration 128Q: 3 clusters Score -6301362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -6301383.500000 Penalty: 3562.686035
	Iteration 129Q: 3 clusters Score -6301384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -6301381.500000 Penalty: 3562.686035
	Iteration 130Q: 3 clusters Score -6301382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6301378.500000 Penalty: 3562.686035
	Iteration 131Q: 3 clusters Score -6301378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -6301370.500000 Penalty: 3562.686035
	Iteration 132Q: 3 clusters Score -6301370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -6301370.500000 Penalty: 3562.686035
	Iteration 133Q: 3 clusters Score -6301370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6301373.000000 Penalty: 3562.686035
	Iteration 134Q: 3 clusters Score -6301373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6301370.500000 Penalty: 3562.686035
	Iteration 135Q: 3 clusters Score -6301370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -6301379.000000 Penalty: 3562.686035
	Iteration 136Q: 3 clusters Score -6301379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -6301381.500000 Penalty: 3562.686035
	Iteration 137Q: 3 clusters Score -6301382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -6301377.000000 Penalty: 3562.686035
	Iteration 138Q: 3 clusters Score -6301377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6301382.500000 Penalty: 3562.686035
	Iteration 139Q: 3 clusters Score -6301382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -6301382.500000 Penalty: 3562.686035
	Iteration 140F: 3 clusters Score -6301382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -6301371.500000 Penalty: 3562.686035
	Iteration 141Q: 3 clusters Score -6301372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -6301377.500000 Penalty: 3562.686035
	Iteration 142Q: 3 clusters Score -6301378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -6301380.500000 Penalty: 3562.686035
	Iteration 143Q: 3 clusters Score -6301380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -6301388.000000 Penalty: 3562.686035
	Iteration 144Q: 3 clusters Score -6301388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -6301387.000000 Penalty: 3562.686035
	Iteration 145Q: 3 clusters Score -6301387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -6301391.500000 Penalty: 3562.686035
	Iteration 146Q: 3 clusters Score -6301392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -6301390.000000 Penalty: 3562.686035
	Iteration 147Q: 3 clusters Score -6301390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -6301388.000000 Penalty: 3562.686035
	Iteration 148Q: 3 clusters Score -6301388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -6301379.000000 Penalty: 3562.686035
	Iteration 149Q: 3 clusters Score -6301379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -6301380.000000 Penalty: 3562.686035
	Iteration 150Q: 3 clusters Score -6301380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6301385.000000 Penalty: 3562.686035
	Iteration 151Q: 3 clusters Score -6301385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6301379.500000 Penalty: 3562.686035
	Iteration 152Q: 3 clusters Score -6301380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -6301385.000000 Penalty: 3562.686035
	Iteration 153Q: 3 clusters Score -6301385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -6301391.500000 Penalty: 3562.686035
	Iteration 154Q: 3 clusters Score -6301392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6301393.500000 Penalty: 3562.686035
	Iteration 155Q: 3 clusters Score -6301394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -6301391.500000 Penalty: 3562.686035
	Iteration 156Q: 3 clusters Score -6301392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -6301392.500000 Penalty: 3562.686035
	Iteration 157Q: 3 clusters Score -6301392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -6301395.500000 Penalty: 3562.686035
	Iteration 158Q: 3 clusters Score -6301396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -6301395.500000 Penalty: 3562.686035
	Iteration 159Q: 3 clusters Score -6301396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -6301394.500000 Penalty: 3562.686035
	Iteration 160F: 3 clusters Score -6301394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -6301395.000000 Penalty: 3562.686035
	Iteration 161Q: 3 clusters Score -6301395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -6301397.000000 Penalty: 3562.686035
	Iteration 162Q: 3 clusters Score -6301397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -6301392.500000 Penalty: 3562.686035
	Iteration 163Q: 3 clusters Score -6301392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -6301400.000000 Penalty: 3562.686035
	Iteration 164Q: 3 clusters Score -6301400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -6301401.000000 Penalty: 3562.686035
	Iteration 165Q: 3 clusters Score -6301401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -6301399.000000 Penalty: 3562.686035
	Iteration 166Q: 3 clusters Score -6301399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -6301405.000000 Penalty: 3562.686035
	Iteration 167Q: 3 clusters Score -6301405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -6301402.500000 Penalty: 3562.686035
	Iteration 168Q: 3 clusters Score -6301402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -6301398.500000 Penalty: 3562.686035
	Iteration 169Q: 3 clusters Score -6301398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6301401.500000 Penalty: 3562.686035
	Iteration 170Q: 3 clusters Score -6301402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -6301390.000000 Penalty: 3562.686035
	Iteration 171Q: 3 clusters Score -6301390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -6301391.000000 Penalty: 3562.686035
	Iteration 172Q: 3 clusters Score -6301391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -6301391.500000 Penalty: 3562.686035
	Iteration 173Q: 3 clusters Score -6301392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -6301393.000000 Penalty: 3562.686035
	Iteration 174Q: 3 clusters Score -6301393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -6301395.500000 Penalty: 3562.686035
	Iteration 175Q: 3 clusters Score -6301396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6301397.000000 Penalty: 3562.686035
	Iteration 176Q: 3 clusters Score -6301397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -6301399.500000 Penalty: 3562.686035
	Iteration 177Q: 3 clusters Score -6301400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -6301405.500000 Penalty: 3562.686035
	Iteration 178Q: 3 clusters Score -6301406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6301406.500000 Penalty: 3562.686035
	Iteration 179Q: 3 clusters Score -6301406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6301405.000000 Penalty: 3562.686035
	Iteration 180F: 3 clusters Score -6301405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -6301405.500000 Penalty: 3562.686035
	Iteration 181Q: 3 clusters Score -6301406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6301401.000000 Penalty: 3562.686035
	Iteration 182Q: 3 clusters Score -6301401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -6301399.000000 Penalty: 3562.686035
	Iteration 183Q: 3 clusters Score -6301399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -6301405.500000 Penalty: 3562.686035
	Iteration 184Q: 3 clusters Score -6301406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -6301404.500000 Penalty: 3562.686035
	Iteration 185Q: 3 clusters Score -6301404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -6301405.500000 Penalty: 3562.686035
	Iteration 186Q: 3 clusters Score -6301406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -6301410.000000 Penalty: 3562.686035
	Iteration 187Q: 3 clusters Score -6301410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -6301403.500000 Penalty: 3562.686035
	Iteration 188Q: 3 clusters Score -6301404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -6301407.000000 Penalty: 3562.686035
	Iteration 189Q: 3 clusters Score -6301407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -6301410.000000 Penalty: 3562.686035
	Iteration 190Q: 3 clusters Score -6301410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -6301408.500000 Penalty: 3562.686035
	Iteration 191Q: 3 clusters Score -6301408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -6301408.000000 Penalty: 3562.686035
	Iteration 192Q: 3 clusters Score -6301408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -6301414.500000 Penalty: 3562.686035
	Iteration 193Q: 3 clusters Score -6301414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6301419.500000 Penalty: 3562.686035
	Iteration 194Q: 3 clusters Score -6301420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -6301421.500000 Penalty: 3562.686035
	Iteration 195Q: 3 clusters Score -6301422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -6301426.000000 Penalty: 3562.686035
	Iteration 196Q: 3 clusters Score -6301426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6301426.500000 Penalty: 3562.686035
	Iteration 197Q: 3 clusters Score -6301426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -6301430.000000 Penalty: 3562.686035
	Iteration 198Q: 3 clusters Score -6301430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -6301432.000000 Penalty: 3562.686035
	Iteration 199Q: 3 clusters Score -6301432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6301429.500000 Penalty: 3562.686035
	Iteration 200F: 3 clusters Score -6301430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -6301435.500000 Penalty: 3562.686035
	Iteration 201Q: 3 clusters Score -6301436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -6301438.000000 Penalty: 3562.686035
	Iteration 202Q: 3 clusters Score -6301438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -6301430.000000 Penalty: 3562.686035
	Iteration 203Q: 3 clusters Score -6301430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -6301430.000000 Penalty: 3562.686035
	Iteration 204F: 3 clusters Score -6301430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131490 members 
Entering Unmasked Estep 
Score: -14401489.000000 Penalty: 1915.336426
	Iteration 0F: 2 clusters Score -1.440149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -14313336.000000 Penalty: 3830.672852
	Iteration 0F: 3 clusters Score -1.431334e+07 nChanged 63626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -14350468.000000 Penalty: 3830.672852
	Iteration 1F: 3 clusters Score -1.435047e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -14351908.000000 Penalty: 3830.672852
	Iteration 2Q: 3 clusters Score -1.435191e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -14354605.000000 Penalty: 3830.672852
	Iteration 3Q: 3 clusters Score -1.43546e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -14360287.000000 Penalty: 3830.672852
	Iteration 4F: 3 clusters Score -1.436029e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -14370515.000000 Penalty: 3830.672852
	Iteration 5F: 3 clusters Score -1.437052e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 114058 members 
Entering Unmasked Estep 
Score: -14384054.000000 Penalty: 3830.672852
	Iteration 6F: 3 clusters Score -1.438405e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -14394813.000000 Penalty: 3830.672852
	Iteration 7F: 3 clusters Score -1.439481e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 128392 members 
Entering Unmasked Estep 
Score: -14399874.000000 Penalty: 3830.672852
	Iteration 8Q: 3 clusters Score -1.439987e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 129649 members 
Entering Unmasked Estep 
Score: -14401637.000000 Penalty: 3830.672852
	Iteration 9Q: 3 clusters Score -1.440164e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 129862 members 
Entering Unmasked Estep 
Score: -14402270.000000 Penalty: 3830.672852
	Iteration 10Q: 3 clusters Score -1.440227e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -14402606.000000 Penalty: 3830.672852
	Iteration 11Q: 3 clusters Score -1.440261e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 129862 members 
Entering Unmasked Estep 
Score: -14402779.000000 Penalty: 3830.672852
	Iteration 12Q: 3 clusters Score -1.440278e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -14402891.000000 Penalty: 3830.672852
	Iteration 13Q: 3 clusters Score -1.440289e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 129839 members 
Entering Unmasked Estep 
Score: -14402896.000000 Penalty: 3830.672852
	Iteration 14Q: 3 clusters Score -1.44029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 129833 members 
Entering Unmasked Estep 
Score: -14402899.000000 Penalty: 3830.672852
	Iteration 15Q: 3 clusters Score -1.44029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 129825 members 
Entering Unmasked Estep 
Score: -14402887.000000 Penalty: 3830.672852
	Iteration 16Q: 3 clusters Score -1.440289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -14402903.000000 Penalty: 3830.672852
	Iteration 17Q: 3 clusters Score -1.44029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 129824 members 
Entering Unmasked Estep 
Score: -14402898.000000 Penalty: 3830.672852
	Iteration 18Q: 3 clusters Score -1.44029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -14402897.000000 Penalty: 3830.672852
	Iteration 19Q: 3 clusters Score -1.44029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -14402901.000000 Penalty: 3830.672852
	Iteration 20F: 3 clusters Score -1.44029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 129821 members 
Entering Unmasked Estep 
Score: -14402895.000000 Penalty: 3830.672852
	Iteration 21Q: 3 clusters Score -1.44029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -14402894.000000 Penalty: 3830.672852
	Iteration 22Q: 3 clusters Score -1.440289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -14402899.000000 Penalty: 3830.672852
	Iteration 23Q: 3 clusters Score -1.44029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -14402899.000000 Penalty: 3830.672852
	Iteration 24F: 3 clusters Score -1.44029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 129823 members 
Mstep: Class 4 contains 173788 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 56564 members 
Mstep: Class 7 contains 177869 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 48995 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 74855 members 
Mstep: Class 19 contains 30679 members 
Entering Unmasked Estep 
Score: -98849976.000000 Penalty: 35727.027344
Splitting cluster 14 changes total score from -98848600.000000 to -98849976.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1138686.625000 Penalty: 1499.563232
	Iteration 0F: 2 clusters Score -1138687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1131383.750000 Penalty: 2999.126465
	Iteration 0F: 3 clusters Score -1131384 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1133631.750000 Penalty: 2999.126465
	Iteration 1F: 3 clusters Score -1133632 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1133813.250000 Penalty: 2999.126465
	Iteration 2F: 3 clusters Score -1133813 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1133980.625000 Penalty: 2999.126465
	Iteration 3Q: 3 clusters Score -1133981 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1134131.000000 Penalty: 2999.126465
	Iteration 4Q: 3 clusters Score -1134131 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1134290.500000 Penalty: 2999.126465
	Iteration 5Q: 3 clusters Score -1134290 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1134463.500000 Penalty: 2999.126465
	Iteration 6Q: 3 clusters Score -1134464 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1134677.750000 Penalty: 2999.126465
	Iteration 7Q: 3 clusters Score -1134678 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1134916.750000 Penalty: 2999.126465
	Iteration 8Q: 3 clusters Score -1134917 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1135160.500000 Penalty: 2999.126465
	Iteration 9Q: 3 clusters Score -1135160 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1135485.375000 Penalty: 2999.126465
	Iteration 10Q: 3 clusters Score -1135485 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1135845.125000 Penalty: 2999.126465
	Iteration 11Q: 3 clusters Score -1135845 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1136233.500000 Penalty: 2999.126465
	Iteration 12Q: 3 clusters Score -1136234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1136535.250000 Penalty: 2999.126465
	Iteration 13Q: 3 clusters Score -1136535 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1136764.000000 Penalty: 2999.126465
	Iteration 14Q: 3 clusters Score -1136764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1136912.125000 Penalty: 2999.126465
	Iteration 15Q: 3 clusters Score -1136912 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1137037.250000 Penalty: 2999.126465
	Iteration 16Q: 3 clusters Score -1137037 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1137124.750000 Penalty: 2999.126465
	Iteration 17Q: 3 clusters Score -1137125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1137189.125000 Penalty: 2999.126465
	Iteration 18Q: 3 clusters Score -1137189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1137235.000000 Penalty: 2999.126465
	Iteration 19Q: 3 clusters Score -1137235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1137264.375000 Penalty: 2999.126465
	Iteration 20F: 3 clusters Score -1137264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1137289.750000 Penalty: 2999.126465
	Iteration 21Q: 3 clusters Score -1137290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1137311.750000 Penalty: 2999.126465
	Iteration 22Q: 3 clusters Score -1137312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1137335.625000 Penalty: 2999.126465
	Iteration 23Q: 3 clusters Score -1137336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1137356.625000 Penalty: 2999.126465
	Iteration 24Q: 3 clusters Score -1137357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1137366.250000 Penalty: 2999.126465
	Iteration 25Q: 3 clusters Score -1137366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1137376.500000 Penalty: 2999.126465
	Iteration 26Q: 3 clusters Score -1137376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1137382.750000 Penalty: 2999.126465
	Iteration 27Q: 3 clusters Score -1137383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1137387.375000 Penalty: 2999.126465
	Iteration 28Q: 3 clusters Score -1137387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1137391.625000 Penalty: 2999.126465
	Iteration 29Q: 3 clusters Score -1137392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1137395.375000 Penalty: 2999.126465
	Iteration 30Q: 3 clusters Score -1137395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1137396.125000 Penalty: 2999.126465
	Iteration 31Q: 3 clusters Score -1137396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1137398.625000 Penalty: 2999.126465
	Iteration 32Q: 3 clusters Score -1137399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1137401.875000 Penalty: 2999.126465
	Iteration 33Q: 3 clusters Score -1137402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1137401.875000 Penalty: 2999.126465
	Iteration 34F: 3 clusters Score -1137402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -307516.281250 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -307516.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -304783.843750 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -304783.8 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -306101.406250 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -306101.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -307784.718750 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -307784.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -309175.875000 Penalty: 2622.739746
	Iteration 3F: 3 clusters Score -309175.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -309701.156250 Penalty: 2622.739746
	Iteration 4F: 3 clusters Score -309701.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -309828.562500 Penalty: 2622.739746
	Iteration 5Q: 3 clusters Score -309828.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -309879.343750 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -309879.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -309923.875000 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -309923.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -309968.656250 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -309968.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -309991.906250 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -309991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -310020.656250 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -310020.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -310044.625000 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -310044.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -310059.125000 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -310059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -310063.500000 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -310063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -310063.875000 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -310063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -310063.718750 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -310063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -310064.281250 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -310064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -310065.531250 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -310065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -310066.531250 Penalty: 2622.739746
	Iteration 18Q: 3 clusters Score -310066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -310066.906250 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -310066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -310068.062500 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -310068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -310067.812500 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -310067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -310069.375000 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -310069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -310070.656250 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -310070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -310072.000000 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -310072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -310072.187500 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -310072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -310072.187500 Penalty: 2622.739746
	Iteration 26F: 3 clusters Score -310072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 129823 members 
Mstep: Class 4 contains 173788 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 56564 members 
Mstep: Class 7 contains 177869 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 48995 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 74855 members 
Mstep: Class 19 contains 30679 members 
Entering Unmasked Estep 
Score: -98851408.000000 Penalty: 37959.964844
Splitting cluster 17 changes total score from -98848600.000000 to -98851408.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (74855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Entering Unmasked Estep 
Score: -8226920.000000 Penalty: 1823.787598
	Iteration 0F: 2 clusters Score -8226920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8176972.500000 Penalty: 3647.575195
	Iteration 0F: 3 clusters Score -8176972 nChanged 35607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -8197422.500000 Penalty: 3647.575195
	Iteration 1F: 3 clusters Score -8197422 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -8197940.500000 Penalty: 3647.575195
	Iteration 2Q: 3 clusters Score -8197940 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -8198623.500000 Penalty: 3647.575195
	Iteration 3Q: 3 clusters Score -8198624 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8199637.500000 Penalty: 3647.575195
	Iteration 4Q: 3 clusters Score -8199638 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8201216.500000 Penalty: 3647.575195
	Iteration 5Q: 3 clusters Score -8201216 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -8203933.000000 Penalty: 3647.575195
	Iteration 6F: 3 clusters Score -8203933 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -8208323.000000 Penalty: 3647.575195
	Iteration 7F: 3 clusters Score -8208323 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -8213906.000000 Penalty: 3647.575195
	Iteration 8F: 3 clusters Score -8213906 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -8219097.000000 Penalty: 3647.575195
	Iteration 9F: 3 clusters Score -8219097 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -8222230.000000 Penalty: 3647.575195
	Iteration 10Q: 3 clusters Score -8222230 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -8223802.000000 Penalty: 3647.575195
	Iteration 11Q: 3 clusters Score -8223802 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -8224464.500000 Penalty: 3647.575195
	Iteration 12Q: 3 clusters Score -8224464 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -8224829.000000 Penalty: 3647.575195
	Iteration 13Q: 3 clusters Score -8224829 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -8225042.000000 Penalty: 3647.575195
	Iteration 14Q: 3 clusters Score -8225042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -8225204.000000 Penalty: 3647.575195
	Iteration 15Q: 3 clusters Score -8225204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -8225336.000000 Penalty: 3647.575195
	Iteration 16Q: 3 clusters Score -8225336 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -8225399.500000 Penalty: 3647.575195
	Iteration 17Q: 3 clusters Score -8225400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -8225456.500000 Penalty: 3647.575195
	Iteration 18Q: 3 clusters Score -8225456 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -8225509.000000 Penalty: 3647.575195
	Iteration 19Q: 3 clusters Score -8225509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -8225536.000000 Penalty: 3647.575195
	Iteration 20F: 3 clusters Score -8225536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -8225567.500000 Penalty: 3647.575195
	Iteration 21Q: 3 clusters Score -8225568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -8225599.500000 Penalty: 3647.575195
	Iteration 22Q: 3 clusters Score -8225600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -8225616.000000 Penalty: 3647.575195
	Iteration 23Q: 3 clusters Score -8225616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -8225650.000000 Penalty: 3647.575195
	Iteration 24Q: 3 clusters Score -8225650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -8225678.500000 Penalty: 3647.575195
	Iteration 25Q: 3 clusters Score -8225678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -8225690.000000 Penalty: 3647.575195
	Iteration 26Q: 3 clusters Score -8225690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -8225700.000000 Penalty: 3647.575195
	Iteration 27Q: 3 clusters Score -8225700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -8225701.000000 Penalty: 3647.575195
	Iteration 28Q: 3 clusters Score -8225701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -8225694.000000 Penalty: 3647.575195
	Iteration 29Q: 3 clusters Score -8225694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -8225705.500000 Penalty: 3647.575195
	Iteration 30Q: 3 clusters Score -8225706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -8225710.500000 Penalty: 3647.575195
	Iteration 31Q: 3 clusters Score -8225710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -8225721.500000 Penalty: 3647.575195
	Iteration 32Q: 3 clusters Score -8225722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -8225713.500000 Penalty: 3647.575195
	Iteration 33Q: 3 clusters Score -8225714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -8225733.500000 Penalty: 3647.575195
	Iteration 34Q: 3 clusters Score -8225734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -8225730.000000 Penalty: 3647.575195
	Iteration 35Q: 3 clusters Score -8225730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -8225734.500000 Penalty: 3647.575195
	Iteration 36Q: 3 clusters Score -8225734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -8225732.000000 Penalty: 3647.575195
	Iteration 37Q: 3 clusters Score -8225732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -8225731.500000 Penalty: 3647.575195
	Iteration 38Q: 3 clusters Score -8225732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -8225734.000000 Penalty: 3647.575195
	Iteration 39Q: 3 clusters Score -8225734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -8225731.500000 Penalty: 3647.575195
	Iteration 40F: 3 clusters Score -8225732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -8225732.500000 Penalty: 3647.575195
	Iteration 41Q: 3 clusters Score -8225732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -8225736.500000 Penalty: 3647.575195
	Iteration 42Q: 3 clusters Score -8225736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -8225735.000000 Penalty: 3647.575195
	Iteration 43Q: 3 clusters Score -8225735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -8225728.000000 Penalty: 3647.575195
	Iteration 44Q: 3 clusters Score -8225728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -8225729.000000 Penalty: 3647.575195
	Iteration 45Q: 3 clusters Score -8225729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -8225730.000000 Penalty: 3647.575195
	Iteration 46Q: 3 clusters Score -8225730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -8225736.000000 Penalty: 3647.575195
	Iteration 47Q: 3 clusters Score -8225736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -8225732.500000 Penalty: 3647.575195
	Iteration 48Q: 3 clusters Score -8225732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -8225733.000000 Penalty: 3647.575195
	Iteration 49Q: 3 clusters Score -8225733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -8225738.000000 Penalty: 3647.575195
	Iteration 50Q: 3 clusters Score -8225738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -8225735.500000 Penalty: 3647.575195
	Iteration 51Q: 3 clusters Score -8225736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -8225743.500000 Penalty: 3647.575195
	Iteration 52Q: 3 clusters Score -8225744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -8225741.000000 Penalty: 3647.575195
	Iteration 53Q: 3 clusters Score -8225741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -8225741.000000 Penalty: 3647.575195
	Iteration 54Q: 3 clusters Score -8225741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -8225748.000000 Penalty: 3647.575195
	Iteration 55Q: 3 clusters Score -8225748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -8225754.500000 Penalty: 3647.575195
	Iteration 56Q: 3 clusters Score -8225754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -8225756.500000 Penalty: 3647.575195
	Iteration 57Q: 3 clusters Score -8225756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -8225759.500000 Penalty: 3647.575195
	Iteration 58Q: 3 clusters Score -8225760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -8225759.500000 Penalty: 3647.575195
	Iteration 59F: 3 clusters Score -8225760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Entering Unmasked Estep 
Score: -3369207.250000 Penalty: 1678.841797
	Iteration 0F: 2 clusters Score -3369207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3348515.750000 Penalty: 3357.683594
	Iteration 0F: 3 clusters Score -3348516 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3357283.250000 Penalty: 3357.683594
	Iteration 1F: 3 clusters Score -3357283 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3359452.750000 Penalty: 3357.683594
	Iteration 2F: 3 clusters Score -3359453 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3361490.250000 Penalty: 3357.683594
	Iteration 3F: 3 clusters Score -3361490 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3364193.000000 Penalty: 3357.683594
	Iteration 4F: 3 clusters Score -3364193 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3367467.000000 Penalty: 3357.683594
	Iteration 5F: 3 clusters Score -3367467 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3370113.750000 Penalty: 3357.683594
	Iteration 6F: 3 clusters Score -3370114 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3371646.750000 Penalty: 3357.683594
	Iteration 7Q: 3 clusters Score -3371647 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3372256.750000 Penalty: 3357.683594
	Iteration 8Q: 3 clusters Score -3372257 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3372477.500000 Penalty: 3357.683594
	Iteration 9Q: 3 clusters Score -3372478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3372560.500000 Penalty: 3357.683594
	Iteration 10Q: 3 clusters Score -3372560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3372607.250000 Penalty: 3357.683594
	Iteration 11Q: 3 clusters Score -3372607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3372652.250000 Penalty: 3357.683594
	Iteration 12Q: 3 clusters Score -3372652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3372670.000000 Penalty: 3357.683594
	Iteration 13Q: 3 clusters Score -3372670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3372679.500000 Penalty: 3357.683594
	Iteration 14Q: 3 clusters Score -3372680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3372682.750000 Penalty: 3357.683594
	Iteration 15Q: 3 clusters Score -3372683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3372692.250000 Penalty: 3357.683594
	Iteration 16Q: 3 clusters Score -3372692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3372692.750000 Penalty: 3357.683594
	Iteration 17Q: 3 clusters Score -3372693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3372695.500000 Penalty: 3357.683594
	Iteration 18Q: 3 clusters Score -3372696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3372698.000000 Penalty: 3357.683594
	Iteration 19Q: 3 clusters Score -3372698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3372704.250000 Penalty: 3357.683594
	Iteration 20F: 3 clusters Score -3372704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3372707.750000 Penalty: 3357.683594
	Iteration 21Q: 3 clusters Score -3372708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3372707.750000 Penalty: 3357.683594
	Iteration 22Q: 3 clusters Score -3372708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3372705.000000 Penalty: 3357.683594
	Iteration 23Q: 3 clusters Score -3372705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3372705.500000 Penalty: 3357.683594
	Iteration 24Q: 3 clusters Score -3372706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3372703.750000 Penalty: 3357.683594
	Iteration 25Q: 3 clusters Score -3372704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3372701.000000 Penalty: 3357.683594
	Iteration 26Q: 3 clusters Score -3372701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3372701.000000 Penalty: 3357.683594
	Iteration 27F: 3 clusters Score -3372701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 129823 members 
Mstep: Class 4 contains 173788 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 56564 members 
Mstep: Class 7 contains 177869 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 48995 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 13 contains 29472 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 74855 members 
Mstep: Class 19 contains 1207 members 
Entering Unmasked Estep 
Score: -98854704.000000 Penalty: 40192.906250
Splitting cluster 19 changes total score from -98848600.000000 to -98854704.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 4 contains 173788 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 56564 members 
Mstep: Class 7 contains 177869 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 48995 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 74855 members 
Mstep: Class 19 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857280.000000 Penalty: 40192.906250
Iteration 39Q: 19 clusters Score -9.885728e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 128693 members 
Mstep: Class 4 contains 175214 members 
Mstep: Class 5 contains 122371 members 
Mstep: Class 6 contains 56623 members 
Mstep: Class 7 contains 177136 members 
Mstep: Class 8 contains 35258 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 48934 members 
Mstep: Class 12 contains 57645 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 16 contains 10432 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 74695 members 
Mstep: Class 19 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859496.000000 Penalty: 40192.906250
Iteration 40F: 19 clusters Score -9.88595e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 127965 members 
Mstep: Class 4 contains 175866 members 
Mstep: Class 5 contains 122260 members 
Mstep: Class 6 contains 56740 members 
Mstep: Class 7 contains 176258 members 
Mstep: Class 8 contains 35365 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 48799 members 
Mstep: Class 12 contains 57519 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 16 contains 10869 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 74443 members 
Mstep: Class 19 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860632.000000 Penalty: 40192.906250
Iteration 41Q: 19 clusters Score -9.886063e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 127268 members 
Mstep: Class 4 contains 176146 members 
Mstep: Class 5 contains 122184 members 
Mstep: Class 6 contains 56876 members 
Mstep: Class 7 contains 175771 members 
Mstep: Class 8 contains 35396 members 
Mstep: Class 9 contains 409 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 48690 members 
Mstep: Class 12 contains 57479 members 
Mstep: Class 13 contains 29893 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 16 contains 11224 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 74285 members 
Mstep: Class 19 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860936.000000 Penalty: 40192.906250
Iteration 42Q: 19 clusters Score -9.886094e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 126673 members 
Mstep: Class 4 contains 176017 members 
Mstep: Class 5 contains 122164 members 
Mstep: Class 6 contains 57039 members 
Mstep: Class 7 contains 175643 members 
Mstep: Class 8 contains 35401 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48645 members 
Mstep: Class 12 contains 57442 members 
Mstep: Class 13 contains 30197 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 16 contains 11557 members 
Mstep: Class 17 contains 3266 members 
Mstep: Class 18 contains 74144 members 
Mstep: Class 19 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861152.000000 Penalty: 40192.906250
Iteration 43Q: 19 clusters Score -9.886115e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 126157 members 
Mstep: Class 4 contains 175690 members 
Mstep: Class 5 contains 122169 members 
Mstep: Class 6 contains 57227 members 
Mstep: Class 7 contains 175753 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 48589 members 
Mstep: Class 12 contains 57395 members 
Mstep: Class 13 contains 30404 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 16 contains 11808 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 18 contains 74067 members 
Mstep: Class 19 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861504.000000 Penalty: 40192.906250
Iteration 44Q: 19 clusters Score -9.88615e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 125740 members 
Mstep: Class 4 contains 175175 members 
Mstep: Class 5 contains 122169 members 
Mstep: Class 6 contains 57401 members 
Mstep: Class 7 contains 176069 members 
Mstep: Class 8 contains 35426 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 48570 members 
Mstep: Class 12 contains 57374 members 
Mstep: Class 13 contains 30543 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 16 contains 12033 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 74013 members 
Mstep: Class 19 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861904.000000 Penalty: 40192.906250
Iteration 45Q: 19 clusters Score -9.88619e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 125440 members 
Mstep: Class 4 contains 174549 members 
Mstep: Class 5 contains 122176 members 
Mstep: Class 6 contains 57543 members 
Mstep: Class 7 contains 176551 members 
Mstep: Class 8 contains 35404 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 414 members 
Mstep: Class 11 contains 48556 members 
Mstep: Class 12 contains 57333 members 
Mstep: Class 13 contains 30662 members 
Mstep: Class 14 contains 2191 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 73953 members 
Mstep: Class 19 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862288.000000 Penalty: 40192.906250
Iteration 46Q: 19 clusters Score -9.886229e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 125183 members 
Mstep: Class 4 contains 173756 members 
Mstep: Class 5 contains 122172 members 
Mstep: Class 6 contains 57687 members 
Mstep: Class 7 contains 177142 members 
Mstep: Class 8 contains 35401 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 48559 members 
Mstep: Class 12 contains 57325 members 
Mstep: Class 13 contains 30740 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 16 contains 12422 members 
Mstep: Class 17 contains 3431 members 
Mstep: Class 18 contains 73906 members 
Mstep: Class 19 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862592.000000 Penalty: 40192.906250
Iteration 47Q: 19 clusters Score -9.886259e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 124999 members 
Mstep: Class 4 contains 172968 members 
Mstep: Class 5 contains 122160 members 
Mstep: Class 6 contains 57830 members 
Mstep: Class 7 contains 177785 members 
Mstep: Class 8 contains 35397 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 48554 members 
Mstep: Class 12 contains 57312 members 
Mstep: Class 13 contains 30789 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 16 contains 12575 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 73849 members 
Mstep: Class 19 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862448.000000 Penalty: 40192.906250
Iteration 48Q: 19 clusters Score -9.886245e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 124867 members 
Mstep: Class 4 contains 172193 members 
Mstep: Class 5 contains 122149 members 
Mstep: Class 6 contains 57953 members 
Mstep: Class 7 contains 178455 members 
Mstep: Class 8 contains 35381 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 48529 members 
Mstep: Class 12 contains 57316 members 
Mstep: Class 13 contains 30834 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 16 contains 12711 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 18 contains 73797 members 
Mstep: Class 19 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862640.000000 Penalty: 40192.906250
Iteration 49Q: 19 clusters Score -9.886264e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124790 members 
Mstep: Class 4 contains 171359 members 
Mstep: Class 5 contains 122144 members 
Mstep: Class 6 contains 58049 members 
Mstep: Class 7 contains 179135 members 
Mstep: Class 8 contains 35356 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 383 members 
Mstep: Class 11 contains 48541 members 
Mstep: Class 12 contains 57342 members 
Mstep: Class 13 contains 30878 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 16 contains 12803 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 73753 members 
Mstep: Class 19 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862696.000000 Penalty: 40192.906250
Iteration 50Q: 19 clusters Score -9.88627e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124710 members 
Mstep: Class 4 contains 170457 members 
Mstep: Class 5 contains 122150 members 
Mstep: Class 6 contains 58171 members 
Mstep: Class 7 contains 179858 members 
Mstep: Class 8 contains 35342 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 48556 members 
Mstep: Class 12 contains 57369 members 
Mstep: Class 13 contains 30918 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 73702 members 
Mstep: Class 19 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862608.000000 Penalty: 40192.906250
Iteration 51Q: 19 clusters Score -9.886261e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124674 members 
Mstep: Class 4 contains 169640 members 
Mstep: Class 5 contains 122160 members 
Mstep: Class 6 contains 58269 members 
Mstep: Class 7 contains 180487 members 
Mstep: Class 8 contains 35321 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 48573 members 
Mstep: Class 12 contains 57384 members 
Mstep: Class 13 contains 30959 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 16 contains 12971 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 73664 members 
Mstep: Class 19 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862536.000000 Penalty: 40192.906250
Iteration 52Q: 19 clusters Score -9.886254e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124667 members 
Mstep: Class 4 contains 168830 members 
Mstep: Class 5 contains 122170 members 
Mstep: Class 6 contains 58349 members 
Mstep: Class 7 contains 181087 members 
Mstep: Class 8 contains 35286 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 48596 members 
Mstep: Class 12 contains 57435 members 
Mstep: Class 13 contains 30990 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 73623 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862616.000000 Penalty: 40192.906250
Iteration 53Q: 19 clusters Score -9.886262e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124658 members 
Mstep: Class 4 contains 168038 members 
Mstep: Class 5 contains 122179 members 
Mstep: Class 6 contains 58404 members 
Mstep: Class 7 contains 181650 members 
Mstep: Class 8 contains 35244 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 48632 members 
Mstep: Class 12 contains 57470 members 
Mstep: Class 13 contains 31020 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 16 contains 13128 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 73617 members 
Mstep: Class 19 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862600.000000 Penalty: 40192.906250
Iteration 54Q: 19 clusters Score -9.88626e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124651 members 
Mstep: Class 4 contains 167359 members 
Mstep: Class 5 contains 122166 members 
Mstep: Class 6 contains 58439 members 
Mstep: Class 7 contains 182136 members 
Mstep: Class 8 contains 35228 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 48674 members 
Mstep: Class 12 contains 57505 members 
Mstep: Class 13 contains 31033 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 16 contains 13211 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 73596 members 
Mstep: Class 19 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862728.000000 Penalty: 40192.906250
Iteration 55Q: 19 clusters Score -9.886273e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124665 members 
Mstep: Class 4 contains 166762 members 
Mstep: Class 5 contains 122170 members 
Mstep: Class 6 contains 58486 members 
Mstep: Class 7 contains 182524 members 
Mstep: Class 8 contains 35218 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 48716 members 
Mstep: Class 12 contains 57526 members 
Mstep: Class 13 contains 31044 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 16 contains 13289 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 73571 members 
Mstep: Class 19 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862640.000000 Penalty: 40192.906250
Iteration 56Q: 19 clusters Score -9.886264e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124678 members 
Mstep: Class 4 contains 166218 members 
Mstep: Class 5 contains 122169 members 
Mstep: Class 6 contains 58515 members 
Mstep: Class 7 contains 182868 members 
Mstep: Class 8 contains 35207 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 48775 members 
Mstep: Class 12 contains 57542 members 
Mstep: Class 13 contains 31062 members 
Mstep: Class 14 contains 2298 members 
Mstep: Class 16 contains 13370 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 73545 members 
Mstep: Class 19 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862448.000000 Penalty: 40192.906250
Iteration 57Q: 19 clusters Score -9.886245e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 124698 members 
Mstep: Class 4 contains 165734 members 
Mstep: Class 5 contains 122171 members 
Mstep: Class 6 contains 58541 members 
Mstep: Class 7 contains 183182 members 
Mstep: Class 8 contains 35191 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 48821 members 
Mstep: Class 12 contains 57563 members 
Mstep: Class 13 contains 31072 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 16 contains 13436 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 73527 members 
Mstep: Class 19 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862368.000000 Penalty: 40192.906250
Iteration 58Q: 19 clusters Score -9.886237e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 124716 members 
Mstep: Class 4 contains 165319 members 
Mstep: Class 5 contains 122169 members 
Mstep: Class 6 contains 58554 members 
Mstep: Class 7 contains 183459 members 
Mstep: Class 8 contains 35173 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 48861 members 
Mstep: Class 12 contains 57574 members 
Mstep: Class 13 contains 31086 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 16 contains 13490 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 73519 members 
Mstep: Class 19 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862416.000000 Penalty: 40192.906250
Iteration 59Q: 19 clusters Score -9.886242e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 124719 members 
Mstep: Class 4 contains 164951 members 
Mstep: Class 5 contains 122157 members 
Mstep: Class 6 contains 58578 members 
Mstep: Class 7 contains 183692 members 
Mstep: Class 8 contains 35159 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 48898 members 
Mstep: Class 12 contains 57609 members 
Mstep: Class 13 contains 31099 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 16 contains 13544 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 73503 members 
Mstep: Class 19 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862656.000000 Penalty: 40192.906250
Iteration 60F: 19 clusters Score -9.886266e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 124722 members 
Mstep: Class 4 contains 164605 members 
Mstep: Class 5 contains 122148 members 
Mstep: Class 6 contains 58605 members 
Mstep: Class 7 contains 183905 members 
Mstep: Class 8 contains 35140 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 48941 members 
Mstep: Class 12 contains 57645 members 
Mstep: Class 13 contains 31110 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 73482 members 
Mstep: Class 19 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862688.000000 Penalty: 40192.906250
Iteration 61Q: 19 clusters Score -9.886269e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 124729 members 
Mstep: Class 4 contains 164299 members 
Mstep: Class 5 contains 122146 members 
Mstep: Class 6 contains 58652 members 
Mstep: Class 7 contains 184064 members 
Mstep: Class 8 contains 35130 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 48972 members 
Mstep: Class 12 contains 57657 members 
Mstep: Class 13 contains 31122 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 13641 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 73470 members 
Mstep: Class 19 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862392.000000 Penalty: 40192.906250
Iteration 62Q: 19 clusters Score -9.886239e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 124740 members 
Mstep: Class 4 contains 164032 members 
Mstep: Class 5 contains 122136 members 
Mstep: Class 6 contains 58691 members 
Mstep: Class 7 contains 184194 members 
Mstep: Class 8 contains 35126 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 49002 members 
Mstep: Class 12 contains 57650 members 
Mstep: Class 13 contains 31140 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 73477 members 
Mstep: Class 19 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862512.000000 Penalty: 40192.906250
Iteration 63Q: 19 clusters Score -9.886251e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 124739 members 
Mstep: Class 4 contains 163844 members 
Mstep: Class 5 contains 122133 members 
Mstep: Class 6 contains 58704 members 
Mstep: Class 7 contains 184302 members 
Mstep: Class 8 contains 35118 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 49023 members 
Mstep: Class 12 contains 57641 members 
Mstep: Class 13 contains 31150 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 16 contains 13720 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 73468 members 
Mstep: Class 19 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862600.000000 Penalty: 40192.906250
Iteration 64Q: 19 clusters Score -9.88626e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 124748 members 
Mstep: Class 4 contains 163705 members 
Mstep: Class 5 contains 122124 members 
Mstep: Class 6 contains 58702 members 
Mstep: Class 7 contains 184386 members 
Mstep: Class 8 contains 35107 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 49037 members 
Mstep: Class 12 contains 57638 members 
Mstep: Class 13 contains 31160 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 16 contains 13749 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 18 contains 73465 members 
Mstep: Class 19 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862560.000000 Penalty: 40192.906250
Iteration 65Q: 19 clusters Score -9.886256e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 124751 members 
Mstep: Class 4 contains 163564 members 
Mstep: Class 5 contains 122114 members 
Mstep: Class 6 contains 58689 members 
Mstep: Class 7 contains 184487 members 
Mstep: Class 8 contains 35091 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 49049 members 
Mstep: Class 12 contains 57632 members 
Mstep: Class 13 contains 31165 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 16 contains 13774 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 73476 members 
Mstep: Class 19 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862520.000000 Penalty: 40192.906250
Iteration 66Q: 19 clusters Score -9.886252e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 124769 members 
Mstep: Class 4 contains 163443 members 
Mstep: Class 5 contains 122089 members 
Mstep: Class 6 contains 58677 members 
Mstep: Class 7 contains 184556 members 
Mstep: Class 8 contains 35080 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 49059 members 
Mstep: Class 12 contains 57630 members 
Mstep: Class 13 contains 31170 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 16 contains 13805 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 73487 members 
Mstep: Class 19 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862480.000000 Penalty: 40192.906250
Iteration 67Q: 19 clusters Score -9.886248e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 124787 members 
Mstep: Class 4 contains 163343 members 
Mstep: Class 5 contains 122074 members 
Mstep: Class 6 contains 58659 members 
Mstep: Class 7 contains 184615 members 
Mstep: Class 8 contains 35067 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 49073 members 
Mstep: Class 12 contains 57618 members 
Mstep: Class 13 contains 31181 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 16 contains 13838 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 73492 members 
Mstep: Class 19 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862552.000000 Penalty: 40192.906250
Iteration 68Q: 19 clusters Score -9.886255e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 124800 members 
Mstep: Class 4 contains 163233 members 
Mstep: Class 5 contains 122069 members 
Mstep: Class 6 contains 58640 members 
Mstep: Class 7 contains 184682 members 
Mstep: Class 8 contains 35064 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 49082 members 
Mstep: Class 12 contains 57616 members 
Mstep: Class 13 contains 31193 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 16 contains 13867 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 73486 members 
Mstep: Class 19 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862552.000000 Penalty: 40192.906250
Iteration 69Q: 19 clusters Score -9.886255e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 124799 members 
Mstep: Class 4 contains 163159 members 
Mstep: Class 5 contains 122066 members 
Mstep: Class 6 contains 58628 members 
Mstep: Class 7 contains 184709 members 
Mstep: Class 8 contains 35062 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 49097 members 
Mstep: Class 12 contains 57621 members 
Mstep: Class 13 contains 31201 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 73489 members 
Mstep: Class 19 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862376.000000 Penalty: 40192.906250
Iteration 70Q: 19 clusters Score -9.886238e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 124800 members 
Mstep: Class 4 contains 163110 members 
Mstep: Class 5 contains 122066 members 
Mstep: Class 6 contains 58604 members 
Mstep: Class 7 contains 184734 members 
Mstep: Class 8 contains 35053 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 49113 members 
Mstep: Class 12 contains 57618 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 16 contains 13905 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 73492 members 
Mstep: Class 19 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862408.000000 Penalty: 40192.906250
Iteration 71Q: 19 clusters Score -9.886241e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 124801 members 
Mstep: Class 4 contains 163068 members 
Mstep: Class 5 contains 122068 members 
Mstep: Class 6 contains 58585 members 
Mstep: Class 7 contains 184768 members 
Mstep: Class 8 contains 35044 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49130 members 
Mstep: Class 12 contains 57600 members 
Mstep: Class 13 contains 31208 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 18 contains 73488 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862224.000000 Penalty: 40192.906250
Iteration 72Q: 19 clusters Score -9.886222e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 124802 members 
Mstep: Class 4 contains 163037 members 
Mstep: Class 5 contains 122074 members 
Mstep: Class 6 contains 58580 members 
Mstep: Class 7 contains 184775 members 
Mstep: Class 8 contains 35036 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49143 members 
Mstep: Class 12 contains 57579 members 
Mstep: Class 13 contains 31210 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 73491 members 
Mstep: Class 19 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862272.000000 Penalty: 40192.906250
Iteration 73Q: 19 clusters Score -9.886227e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124800 members 
Mstep: Class 4 contains 163019 members 
Mstep: Class 5 contains 122075 members 
Mstep: Class 6 contains 58572 members 
Mstep: Class 7 contains 184782 members 
Mstep: Class 8 contains 35034 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 49153 members 
Mstep: Class 12 contains 57574 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 13970 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 73495 members 
Mstep: Class 19 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862256.000000 Penalty: 40192.906250
Iteration 74Q: 19 clusters Score -9.886226e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124797 members 
Mstep: Class 4 contains 162990 members 
Mstep: Class 5 contains 122083 members 
Mstep: Class 6 contains 58567 members 
Mstep: Class 7 contains 184779 members 
Mstep: Class 8 contains 35028 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 49168 members 
Mstep: Class 12 contains 57571 members 
Mstep: Class 13 contains 31211 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 73497 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862344.000000 Penalty: 40192.906250
Iteration 75Q: 19 clusters Score -9.886234e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124804 members 
Mstep: Class 4 contains 162972 members 
Mstep: Class 5 contains 122086 members 
Mstep: Class 6 contains 58561 members 
Mstep: Class 7 contains 184773 members 
Mstep: Class 8 contains 35021 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 49181 members 
Mstep: Class 12 contains 57552 members 
Mstep: Class 13 contains 31214 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 13996 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73517 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862296.000000 Penalty: 40192.906250
Iteration 76Q: 19 clusters Score -9.88623e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124811 members 
Mstep: Class 4 contains 162961 members 
Mstep: Class 5 contains 122089 members 
Mstep: Class 6 contains 58559 members 
Mstep: Class 7 contains 184766 members 
Mstep: Class 8 contains 35016 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 49189 members 
Mstep: Class 12 contains 57539 members 
Mstep: Class 13 contains 31218 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14007 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73522 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862344.000000 Penalty: 40192.906250
Iteration 77Q: 19 clusters Score -9.886234e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124812 members 
Mstep: Class 4 contains 162968 members 
Mstep: Class 5 contains 122095 members 
Mstep: Class 6 contains 58564 members 
Mstep: Class 7 contains 184751 members 
Mstep: Class 8 contains 35006 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49197 members 
Mstep: Class 12 contains 57525 members 
Mstep: Class 13 contains 31219 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14017 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73524 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862392.000000 Penalty: 40192.906250
Iteration 78Q: 19 clusters Score -9.886239e+07 nChanged 151
Entering ConstructFrom: 
Score: -98862392.000000 Penalty: 40192.906250
Entering ConstructFrom: 
Trying to split cluster 1 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -274023.093750 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -274023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -271590.250000 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -271590.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -272137.375000 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -272137.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -272281.687500 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -272281.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -272368.468750 Penalty: 2545.533447
	Iteration 3F: 3 clusters Score -272368.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -272431.687500 Penalty: 2545.533447
	Iteration 4Q: 3 clusters Score -272431.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -272477.718750 Penalty: 2545.533447
	Iteration 5Q: 3 clusters Score -272477.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272528.406250 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -272528.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272585.093750 Penalty: 2545.533447
	Iteration 7Q: 3 clusters Score -272585.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272629.937500 Penalty: 2545.533447
	Iteration 8Q: 3 clusters Score -272629.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272673.625000 Penalty: 2545.533447
	Iteration 9Q: 3 clusters Score -272673.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -272707.718750 Penalty: 2545.533447
	Iteration 10Q: 3 clusters Score -272707.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -272735.437500 Penalty: 2545.533447
	Iteration 11Q: 3 clusters Score -272735.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272754.781250 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -272754.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272766.593750 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -272766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -272773.812500 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -272773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -272781.625000 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -272781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272791.687500 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -272791.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -272794.937500 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -272794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272795.312500 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -272795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -272796.343750 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -272796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272798.406250 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -272798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272799.000000 Penalty: 2545.533447
	Iteration 21Q: 3 clusters Score -272799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272799.000000 Penalty: 2545.533447
	Iteration 22F: 3 clusters Score -272799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -350133.656250 Penalty: 1312.686035
	Iteration 0F: 2 clusters Score -350133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -347306.593750 Penalty: 2625.372070
	Iteration 0F: 3 clusters Score -347306.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -348113.281250 Penalty: 2625.372070
	Iteration 1F: 3 clusters Score -348113.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -348355.812500 Penalty: 2625.372070
	Iteration 2F: 3 clusters Score -348355.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -348520.562500 Penalty: 2625.372070
	Iteration 3F: 3 clusters Score -348520.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -348660.406250 Penalty: 2625.372070
	Iteration 4F: 3 clusters Score -348660.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -348789.062500 Penalty: 2625.372070
	Iteration 5F: 3 clusters Score -348789.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -348941.218750 Penalty: 2625.372070
	Iteration 6Q: 3 clusters Score -348941.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -349116.406250 Penalty: 2625.372070
	Iteration 7Q: 3 clusters Score -349116.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -349318.156250 Penalty: 2625.372070
	Iteration 8F: 3 clusters Score -349318.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -349512.937500 Penalty: 2625.372070
	Iteration 9Q: 3 clusters Score -349512.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -349647.656250 Penalty: 2625.372070
	Iteration 10Q: 3 clusters Score -349647.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -349723.812500 Penalty: 2625.372070
	Iteration 11Q: 3 clusters Score -349723.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349772.031250 Penalty: 2625.372070
	Iteration 12Q: 3 clusters Score -349772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -349798.250000 Penalty: 2625.372070
	Iteration 13Q: 3 clusters Score -349798.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -349809.250000 Penalty: 2625.372070
	Iteration 14Q: 3 clusters Score -349809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -349814.562500 Penalty: 2625.372070
	Iteration 15Q: 3 clusters Score -349814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -349817.812500 Penalty: 2625.372070
	Iteration 16Q: 3 clusters Score -349817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -349819.093750 Penalty: 2625.372070
	Iteration 17Q: 3 clusters Score -349819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -349818.875000 Penalty: 2625.372070
	Iteration 18Q: 3 clusters Score -349818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -349819.531250 Penalty: 2625.372070
	Iteration 19Q: 3 clusters Score -349819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -349820.656250 Penalty: 2625.372070
	Iteration 20F: 3 clusters Score -349820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -349822.500000 Penalty: 2625.372070
	Iteration 21Q: 3 clusters Score -349822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -349824.250000 Penalty: 2625.372070
	Iteration 22Q: 3 clusters Score -349824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -349825.593750 Penalty: 2625.372070
	Iteration 23Q: 3 clusters Score -349825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -349826.656250 Penalty: 2625.372070
	Iteration 24Q: 3 clusters Score -349826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -349827.250000 Penalty: 2625.372070
	Iteration 25Q: 3 clusters Score -349827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -349828.031250 Penalty: 2625.372070
	Iteration 26Q: 3 clusters Score -349828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -349828.031250 Penalty: 2625.372070
	Iteration 27F: 3 clusters Score -349828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (124812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Entering Unmasked Estep 
Score: -13689704.000000 Penalty: 1906.866577
	Iteration 0F: 2 clusters Score -1.36897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -13606099.000000 Penalty: 3813.733154
	Iteration 0F: 3 clusters Score -1.36061e+07 nChanged 60145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -13641412.000000 Penalty: 3813.733154
	Iteration 1F: 3 clusters Score -1.364141e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -13642632.000000 Penalty: 3813.733154
	Iteration 2Q: 3 clusters Score -1.364263e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -13644671.000000 Penalty: 3813.733154
	Iteration 3Q: 3 clusters Score -1.364467e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -13648589.000000 Penalty: 3813.733154
	Iteration 4F: 3 clusters Score -1.364859e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -13655541.000000 Penalty: 3813.733154
	Iteration 5F: 3 clusters Score -1.365554e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -13666282.000000 Penalty: 3813.733154
	Iteration 6F: 3 clusters Score -1.366628e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -13677836.000000 Penalty: 3813.733154
	Iteration 7F: 3 clusters Score -1.367784e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -13684914.000000 Penalty: 3813.733154
	Iteration 8F: 3 clusters Score -1.368491e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13687239.000000 Penalty: 3813.733154
	Iteration 9Q: 3 clusters Score -1.368724e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13687787.000000 Penalty: 3813.733154
	Iteration 10Q: 3 clusters Score -1.368779e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13687920.000000 Penalty: 3813.733154
	Iteration 11Q: 3 clusters Score -1.368792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13687989.000000 Penalty: 3813.733154
	Iteration 12Q: 3 clusters Score -1.368799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124654 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13688026.000000 Penalty: 3813.733154
	Iteration 13Q: 3 clusters Score -1.368803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13688037.000000 Penalty: 3813.733154
	Iteration 14Q: 3 clusters Score -1.368804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13688055.000000 Penalty: 3813.733154
	Iteration 15Q: 3 clusters Score -1.368806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13688074.000000 Penalty: 3813.733154
	Iteration 16Q: 3 clusters Score -1.368807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13688075.000000 Penalty: 3813.733154
	Iteration 17Q: 3 clusters Score -1.368808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13688070.000000 Penalty: 3813.733154
	Iteration 18Q: 3 clusters Score -1.368807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13688071.000000 Penalty: 3813.733154
	Iteration 19Q: 3 clusters Score -1.368807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124657 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13688081.000000 Penalty: 3813.733154
	Iteration 20F: 3 clusters Score -1.368808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124659 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13688086.000000 Penalty: 3813.733154
	Iteration 21Q: 3 clusters Score -1.368809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124660 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13688088.000000 Penalty: 3813.733154
	Iteration 22Q: 3 clusters Score -1.368809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124662 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13688090.000000 Penalty: 3813.733154
	Iteration 23Q: 3 clusters Score -1.368809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13688093.000000 Penalty: 3813.733154
	Iteration 24Q: 3 clusters Score -1.368809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13688093.000000 Penalty: 3813.733154
	Iteration 25F: 3 clusters Score -1.368809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Entering Unmasked Estep 
Score: -17634264.000000 Penalty: 1950.219727
	Iteration 0F: 2 clusters Score -1.763426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -17526960.000000 Penalty: 3900.439453
	Iteration 0F: 3 clusters Score -1.752696e+07 nChanged 78978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -17574374.000000 Penalty: 3900.439453
	Iteration 1F: 3 clusters Score -1.757437e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90332 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -17576504.000000 Penalty: 3900.439453
	Iteration 2Q: 3 clusters Score -1.75765e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -17580174.000000 Penalty: 3900.439453
	Iteration 3Q: 3 clusters Score -1.758017e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -17586374.000000 Penalty: 3900.439453
	Iteration 4F: 3 clusters Score -1.758637e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112490 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -17595996.000000 Penalty: 3900.439453
	Iteration 5F: 3 clusters Score -1.7596e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -17607184.000000 Penalty: 3900.439453
	Iteration 6F: 3 clusters Score -1.760718e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -17615630.000000 Penalty: 3900.439453
	Iteration 7F: 3 clusters Score -1.761563e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132296 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -17620034.000000 Penalty: 3900.439453
	Iteration 8Q: 3 clusters Score -1.762003e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -17622258.000000 Penalty: 3900.439453
	Iteration 9Q: 3 clusters Score -1.762226e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137827 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -17623754.000000 Penalty: 3900.439453
	Iteration 10Q: 3 clusters Score -1.762375e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -17624906.000000 Penalty: 3900.439453
	Iteration 11Q: 3 clusters Score -1.762491e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -17626034.000000 Penalty: 3900.439453
	Iteration 12Q: 3 clusters Score -1.762603e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144895 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -17627016.000000 Penalty: 3900.439453
	Iteration 13Q: 3 clusters Score -1.762702e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146824 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -17627786.000000 Penalty: 3900.439453
	Iteration 14Q: 3 clusters Score -1.762779e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -17628430.000000 Penalty: 3900.439453
	Iteration 15Q: 3 clusters Score -1.762843e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -17629052.000000 Penalty: 3900.439453
	Iteration 16Q: 3 clusters Score -1.762905e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -17629574.000000 Penalty: 3900.439453
	Iteration 17Q: 3 clusters Score -1.762957e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -17630136.000000 Penalty: 3900.439453
	Iteration 18Q: 3 clusters Score -1.763014e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -17630502.000000 Penalty: 3900.439453
	Iteration 19Q: 3 clusters Score -1.76305e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -17630828.000000 Penalty: 3900.439453
	Iteration 20F: 3 clusters Score -1.763083e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -17631138.000000 Penalty: 3900.439453
	Iteration 21Q: 3 clusters Score -1.763114e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156655 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -17631368.000000 Penalty: 3900.439453
	Iteration 22Q: 3 clusters Score -1.763137e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157343 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -17631598.000000 Penalty: 3900.439453
	Iteration 23Q: 3 clusters Score -1.76316e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -17631848.000000 Penalty: 3900.439453
	Iteration 24Q: 3 clusters Score -1.763185e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158501 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -17631938.000000 Penalty: 3900.439453
	Iteration 25Q: 3 clusters Score -1.763194e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -17632102.000000 Penalty: 3900.439453
	Iteration 26Q: 3 clusters Score -1.76321e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -17632206.000000 Penalty: 3900.439453
	Iteration 27Q: 3 clusters Score -1.763221e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -17632354.000000 Penalty: 3900.439453
	Iteration 28Q: 3 clusters Score -1.763235e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -17632378.000000 Penalty: 3900.439453
	Iteration 29Q: 3 clusters Score -1.763238e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -17632460.000000 Penalty: 3900.439453
	Iteration 30Q: 3 clusters Score -1.763246e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -17632496.000000 Penalty: 3900.439453
	Iteration 31Q: 3 clusters Score -1.76325e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -17632518.000000 Penalty: 3900.439453
	Iteration 32Q: 3 clusters Score -1.763252e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -17632578.000000 Penalty: 3900.439453
	Iteration 33Q: 3 clusters Score -1.763258e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160811 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -17632614.000000 Penalty: 3900.439453
	Iteration 34Q: 3 clusters Score -1.763261e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160910 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17632620.000000 Penalty: 3900.439453
	Iteration 35Q: 3 clusters Score -1.763262e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17632624.000000 Penalty: 3900.439453
	Iteration 36Q: 3 clusters Score -1.763262e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17632624.000000 Penalty: 3900.439453
	Iteration 37Q: 3 clusters Score -1.763262e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17632674.000000 Penalty: 3900.439453
	Iteration 38Q: 3 clusters Score -1.763267e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17632656.000000 Penalty: 3900.439453
	Iteration 39Q: 3 clusters Score -1.763266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -17632676.000000 Penalty: 3900.439453
	Iteration 40F: 3 clusters Score -1.763268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -17632700.000000 Penalty: 3900.439453
	Iteration 41Q: 3 clusters Score -1.76327e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -17632694.000000 Penalty: 3900.439453
	Iteration 42Q: 3 clusters Score -1.763269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -17632704.000000 Penalty: 3900.439453
	Iteration 43Q: 3 clusters Score -1.76327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17632706.000000 Penalty: 3900.439453
	Iteration 44Q: 3 clusters Score -1.763271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161466 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -17632706.000000 Penalty: 3900.439453
	Iteration 45Q: 3 clusters Score -1.763271e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -17632718.000000 Penalty: 3900.439453
	Iteration 46Q: 3 clusters Score -1.763272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -17632722.000000 Penalty: 3900.439453
	Iteration 47Q: 3 clusters Score -1.763272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -17632742.000000 Penalty: 3900.439453
	Iteration 48Q: 3 clusters Score -1.763274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17632738.000000 Penalty: 3900.439453
	Iteration 49Q: 3 clusters Score -1.763274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17632734.000000 Penalty: 3900.439453
	Iteration 50Q: 3 clusters Score -1.763273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17632750.000000 Penalty: 3900.439453
	Iteration 51Q: 3 clusters Score -1.763275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17632756.000000 Penalty: 3900.439453
	Iteration 52Q: 3 clusters Score -1.763276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -17632762.000000 Penalty: 3900.439453
	Iteration 53Q: 3 clusters Score -1.763276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17632786.000000 Penalty: 3900.439453
	Iteration 54Q: 3 clusters Score -1.763279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161687 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -17632768.000000 Penalty: 3900.439453
	Iteration 55Q: 3 clusters Score -1.763277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -17632764.000000 Penalty: 3900.439453
	Iteration 56Q: 3 clusters Score -1.763276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161719 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17632776.000000 Penalty: 3900.439453
	Iteration 57Q: 3 clusters Score -1.763278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -17632766.000000 Penalty: 3900.439453
	Iteration 58Q: 3 clusters Score -1.763277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -17632762.000000 Penalty: 3900.439453
	Iteration 59Q: 3 clusters Score -1.763276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161757 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 60F: 3 clusters Score -1.763276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17632762.000000 Penalty: 3900.439453
	Iteration 61Q: 3 clusters Score -1.763276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 62Q: 3 clusters Score -1.763276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17632754.000000 Penalty: 3900.439453
	Iteration 63Q: 3 clusters Score -1.763275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 64Q: 3 clusters Score -1.763276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161804 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17632766.000000 Penalty: 3900.439453
	Iteration 65Q: 3 clusters Score -1.763277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -17632756.000000 Penalty: 3900.439453
	Iteration 66Q: 3 clusters Score -1.763276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17632756.000000 Penalty: 3900.439453
	Iteration 67Q: 3 clusters Score -1.763276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 68Q: 3 clusters Score -1.763276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17632766.000000 Penalty: 3900.439453
	Iteration 69Q: 3 clusters Score -1.763277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 70Q: 3 clusters Score -1.763276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -17632766.000000 Penalty: 3900.439453
	Iteration 71Q: 3 clusters Score -1.763277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161825 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 72Q: 3 clusters Score -1.763276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161830 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -17632764.000000 Penalty: 3900.439453
	Iteration 73Q: 3 clusters Score -1.763276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161837 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -17632758.000000 Penalty: 3900.439453
	Iteration 74Q: 3 clusters Score -1.763276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17632758.000000 Penalty: 3900.439453
	Iteration 75Q: 3 clusters Score -1.763276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17632750.000000 Penalty: 3900.439453
	Iteration 76Q: 3 clusters Score -1.763275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161852 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17632744.000000 Penalty: 3900.439453
	Iteration 77Q: 3 clusters Score -1.763274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161856 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17632764.000000 Penalty: 3900.439453
	Iteration 78Q: 3 clusters Score -1.763276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17632760.000000 Penalty: 3900.439453
	Iteration 79Q: 3 clusters Score -1.763276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17632752.000000 Penalty: 3900.439453
	Iteration 80F: 3 clusters Score -1.763275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17632762.000000 Penalty: 3900.439453
	Iteration 81Q: 3 clusters Score -1.763276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17632754.000000 Penalty: 3900.439453
	Iteration 82Q: 3 clusters Score -1.763275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -17632764.000000 Penalty: 3900.439453
	Iteration 83Q: 3 clusters Score -1.763276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -17632764.000000 Penalty: 3900.439453
	Iteration 84F: 3 clusters Score -1.763276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Entering Unmasked Estep 
Score: -13368648.000000 Penalty: 1903.296875
	Iteration 0F: 2 clusters Score -1.336865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -13287078.000000 Penalty: 3806.593750
	Iteration 0F: 3 clusters Score -1.328708e+07 nChanged 58453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -13321502.000000 Penalty: 3806.593750
	Iteration 1F: 3 clusters Score -1.33215e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -13322698.000000 Penalty: 3806.593750
	Iteration 2Q: 3 clusters Score -1.33227e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -13324719.000000 Penalty: 3806.593750
	Iteration 3Q: 3 clusters Score -1.332472e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -13327752.000000 Penalty: 3806.593750
	Iteration 4Q: 3 clusters Score -1.332775e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -13332140.000000 Penalty: 3806.593750
	Iteration 5F: 3 clusters Score -1.333214e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -13337568.000000 Penalty: 3806.593750
	Iteration 6F: 3 clusters Score -1.333757e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -13343427.000000 Penalty: 3806.593750
	Iteration 7F: 3 clusters Score -1.334343e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -13349066.000000 Penalty: 3806.593750
	Iteration 8F: 3 clusters Score -1.334907e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -13353547.000000 Penalty: 3806.593750
	Iteration 9Q: 3 clusters Score -1.335355e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -13356908.000000 Penalty: 3806.593750
	Iteration 10Q: 3 clusters Score -1.335691e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -13359163.000000 Penalty: 3806.593750
	Iteration 11Q: 3 clusters Score -1.335916e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -13360771.000000 Penalty: 3806.593750
	Iteration 12Q: 3 clusters Score -1.336077e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -13362165.000000 Penalty: 3806.593750
	Iteration 13Q: 3 clusters Score -1.336216e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -13363333.000000 Penalty: 3806.593750
	Iteration 14Q: 3 clusters Score -1.336333e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 117729 members 
Entering Unmasked Estep 
Score: -13364308.000000 Penalty: 3806.593750
	Iteration 15Q: 3 clusters Score -1.336431e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -13365088.000000 Penalty: 3806.593750
	Iteration 16Q: 3 clusters Score -1.336509e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 119842 members 
Entering Unmasked Estep 
Score: -13365751.000000 Penalty: 3806.593750
	Iteration 17Q: 3 clusters Score -1.336575e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -13366132.000000 Penalty: 3806.593750
	Iteration 18Q: 3 clusters Score -1.336613e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -13366430.000000 Penalty: 3806.593750
	Iteration 19Q: 3 clusters Score -1.336643e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 121135 members 
Entering Unmasked Estep 
Score: -13366644.000000 Penalty: 3806.593750
	Iteration 20F: 3 clusters Score -1.336664e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -13366767.000000 Penalty: 3806.593750
	Iteration 21Q: 3 clusters Score -1.336677e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 121418 members 
Entering Unmasked Estep 
Score: -13366863.000000 Penalty: 3806.593750
	Iteration 22Q: 3 clusters Score -1.336686e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -13366890.000000 Penalty: 3806.593750
	Iteration 23Q: 3 clusters Score -1.336689e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 121532 members 
Entering Unmasked Estep 
Score: -13366945.000000 Penalty: 3806.593750
	Iteration 24Q: 3 clusters Score -1.336694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 121567 members 
Entering Unmasked Estep 
Score: -13366978.000000 Penalty: 3806.593750
	Iteration 25Q: 3 clusters Score -1.336698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 121586 members 
Entering Unmasked Estep 
Score: -13367003.000000 Penalty: 3806.593750
	Iteration 26Q: 3 clusters Score -1.3367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 121603 members 
Entering Unmasked Estep 
Score: -13367040.000000 Penalty: 3806.593750
	Iteration 27Q: 3 clusters Score -1.336704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -13367049.000000 Penalty: 3806.593750
	Iteration 28Q: 3 clusters Score -1.336705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -13367064.000000 Penalty: 3806.593750
	Iteration 29Q: 3 clusters Score -1.336706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -13367058.000000 Penalty: 3806.593750
	Iteration 30Q: 3 clusters Score -1.336706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -13367066.000000 Penalty: 3806.593750
	Iteration 31Q: 3 clusters Score -1.336707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -13367071.000000 Penalty: 3806.593750
	Iteration 32Q: 3 clusters Score -1.336707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -13367074.000000 Penalty: 3806.593750
	Iteration 33Q: 3 clusters Score -1.336707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 121663 members 
Entering Unmasked Estep 
Score: -13367074.000000 Penalty: 3806.593750
	Iteration 34Q: 3 clusters Score -1.336707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -13367073.000000 Penalty: 3806.593750
	Iteration 35Q: 3 clusters Score -1.336707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 121667 members 
Entering Unmasked Estep 
Score: -13367075.000000 Penalty: 3806.593750
	Iteration 36Q: 3 clusters Score -1.336708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -13367075.000000 Penalty: 3806.593750
	Iteration 37Q: 3 clusters Score -1.336708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -13367075.000000 Penalty: 3806.593750
	Iteration 38F: 3 clusters Score -1.336708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Entering Unmasked Estep 
Score: -6145889.000000 Penalty: 1783.915771
	Iteration 0F: 2 clusters Score -6145889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6106722.500000 Penalty: 3567.831543
	Iteration 0F: 3 clusters Score -6106722 nChanged 27710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6122625.500000 Penalty: 3567.831543
	Iteration 1F: 3 clusters Score -6122626 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -6123180.000000 Penalty: 3567.831543
	Iteration 2Q: 3 clusters Score -6123180 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -6123832.500000 Penalty: 3567.831543
	Iteration 3Q: 3 clusters Score -6123832 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6124752.000000 Penalty: 3567.831543
	Iteration 4Q: 3 clusters Score -6124752 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6126111.000000 Penalty: 3567.831543
	Iteration 5F: 3 clusters Score -6126111 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -6128098.500000 Penalty: 3567.831543
	Iteration 6F: 3 clusters Score -6128098 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -6131076.500000 Penalty: 3567.831543
	Iteration 7F: 3 clusters Score -6131076 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6134656.000000 Penalty: 3567.831543
	Iteration 8F: 3 clusters Score -6134656 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -6138003.000000 Penalty: 3567.831543
	Iteration 9F: 3 clusters Score -6138003 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -6140364.500000 Penalty: 3567.831543
	Iteration 10Q: 3 clusters Score -6140364 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6141921.500000 Penalty: 3567.831543
	Iteration 11Q: 3 clusters Score -6141922 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6142913.500000 Penalty: 3567.831543
	Iteration 12Q: 3 clusters Score -6142914 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6143610.500000 Penalty: 3567.831543
	Iteration 13Q: 3 clusters Score -6143610 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6144042.500000 Penalty: 3567.831543
	Iteration 14Q: 3 clusters Score -6144042 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6144290.500000 Penalty: 3567.831543
	Iteration 15Q: 3 clusters Score -6144290 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6144475.500000 Penalty: 3567.831543
	Iteration 16Q: 3 clusters Score -6144476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6144576.500000 Penalty: 3567.831543
	Iteration 17Q: 3 clusters Score -6144576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6144638.000000 Penalty: 3567.831543
	Iteration 18Q: 3 clusters Score -6144638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6144689.000000 Penalty: 3567.831543
	Iteration 19Q: 3 clusters Score -6144689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6144722.500000 Penalty: 3567.831543
	Iteration 20F: 3 clusters Score -6144722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6144757.500000 Penalty: 3567.831543
	Iteration 21Q: 3 clusters Score -6144758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6144785.500000 Penalty: 3567.831543
	Iteration 22Q: 3 clusters Score -6144786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6144804.000000 Penalty: 3567.831543
	Iteration 23Q: 3 clusters Score -6144804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6144824.500000 Penalty: 3567.831543
	Iteration 24Q: 3 clusters Score -6144824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6144837.000000 Penalty: 3567.831543
	Iteration 25Q: 3 clusters Score -6144837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6144852.000000 Penalty: 3567.831543
	Iteration 26Q: 3 clusters Score -6144852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6144862.500000 Penalty: 3567.831543
	Iteration 27Q: 3 clusters Score -6144862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6144867.500000 Penalty: 3567.831543
	Iteration 28Q: 3 clusters Score -6144868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6144873.000000 Penalty: 3567.831543
	Iteration 29Q: 3 clusters Score -6144873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6144872.000000 Penalty: 3567.831543
	Iteration 30Q: 3 clusters Score -6144872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6144872.000000 Penalty: 3567.831543
	Iteration 31F: 3 clusters Score -6144872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (184740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184740 members 
Entering Unmasked Estep 
Score: -19925356.000000 Penalty: 1970.589600
	Iteration 0F: 2 clusters Score -1.992536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -19810098.000000 Penalty: 3941.179199
	Iteration 0F: 3 clusters Score -1.98101e+07 nChanged 89402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -19862094.000000 Penalty: 3941.179199
	Iteration 1F: 3 clusters Score -1.986209e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -19862868.000000 Penalty: 3941.179199
	Iteration 2Q: 3 clusters Score -1.986287e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -19863864.000000 Penalty: 3941.179199
	Iteration 3Q: 3 clusters Score -1.986386e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -19865166.000000 Penalty: 3941.179199
	Iteration 4Q: 3 clusters Score -1.986517e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -19867356.000000 Penalty: 3941.179199
	Iteration 5Q: 3 clusters Score -1.986736e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -19871182.000000 Penalty: 3941.179199
	Iteration 6Q: 3 clusters Score -1.987118e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -19878122.000000 Penalty: 3941.179199
	Iteration 7F: 3 clusters Score -1.987812e+07 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 139673 members 
Entering Unmasked Estep 
Score: -19889840.000000 Penalty: 3941.179199
	Iteration 8F: 3 clusters Score -1.988984e+07 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -19902816.000000 Penalty: 3941.179199
	Iteration 9F: 3 clusters Score -1.990282e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 169442 members 
Entering Unmasked Estep 
Score: -19912688.000000 Penalty: 3941.179199
	Iteration 10F: 3 clusters Score -1.991269e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -19918392.000000 Penalty: 3941.179199
	Iteration 11Q: 3 clusters Score -1.991839e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -19921094.000000 Penalty: 3941.179199
	Iteration 12Q: 3 clusters Score -1.992109e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 182403 members 
Entering Unmasked Estep 
Score: -19922242.000000 Penalty: 3941.179199
	Iteration 13Q: 3 clusters Score -1.992224e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 183181 members 
Entering Unmasked Estep 
Score: -19922806.000000 Penalty: 3941.179199
	Iteration 14Q: 3 clusters Score -1.992281e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 183581 members 
Entering Unmasked Estep 
Score: -19923074.000000 Penalty: 3941.179199
	Iteration 15Q: 3 clusters Score -1.992307e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 183813 members 
Entering Unmasked Estep 
Score: -19923292.000000 Penalty: 3941.179199
	Iteration 16Q: 3 clusters Score -1.992329e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 183954 members 
Entering Unmasked Estep 
Score: -19923382.000000 Penalty: 3941.179199
	Iteration 17Q: 3 clusters Score -1.992338e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 184023 members 
Entering Unmasked Estep 
Score: -19923460.000000 Penalty: 3941.179199
	Iteration 18Q: 3 clusters Score -1.992346e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 184069 members 
Entering Unmasked Estep 
Score: -19923552.000000 Penalty: 3941.179199
	Iteration 19Q: 3 clusters Score -1.992355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 184095 members 
Entering Unmasked Estep 
Score: -19923562.000000 Penalty: 3941.179199
	Iteration 20F: 3 clusters Score -1.992356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -19923610.000000 Penalty: 3941.179199
	Iteration 21Q: 3 clusters Score -1.992361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 184127 members 
Entering Unmasked Estep 
Score: -19923602.000000 Penalty: 3941.179199
	Iteration 22Q: 3 clusters Score -1.99236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 184143 members 
Entering Unmasked Estep 
Score: -19923610.000000 Penalty: 3941.179199
	Iteration 23Q: 3 clusters Score -1.992361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -19923630.000000 Penalty: 3941.179199
	Iteration 24Q: 3 clusters Score -1.992363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 184165 members 
Entering Unmasked Estep 
Score: -19923644.000000 Penalty: 3941.179199
	Iteration 25Q: 3 clusters Score -1.992364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 184176 members 
Entering Unmasked Estep 
Score: -19923644.000000 Penalty: 3941.179199
	Iteration 26Q: 3 clusters Score -1.992364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 184187 members 
Entering Unmasked Estep 
Score: -19923644.000000 Penalty: 3941.179199
	Iteration 27Q: 3 clusters Score -1.992364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 184194 members 
Entering Unmasked Estep 
Score: -19923660.000000 Penalty: 3941.179199
	Iteration 28Q: 3 clusters Score -1.992366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 184199 members 
Entering Unmasked Estep 
Score: -19923668.000000 Penalty: 3941.179199
	Iteration 29Q: 3 clusters Score -1.992367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 184205 members 
Entering Unmasked Estep 
Score: -19923680.000000 Penalty: 3941.179199
	Iteration 30Q: 3 clusters Score -1.992368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 184211 members 
Entering Unmasked Estep 
Score: -19923670.000000 Penalty: 3941.179199
	Iteration 31Q: 3 clusters Score -1.992367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 184213 members 
Entering Unmasked Estep 
Score: -19923676.000000 Penalty: 3941.179199
	Iteration 32Q: 3 clusters Score -1.992368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 184219 members 
Entering Unmasked Estep 
Score: -19923688.000000 Penalty: 3941.179199
	Iteration 33Q: 3 clusters Score -1.992369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 184227 members 
Entering Unmasked Estep 
Score: -19923698.000000 Penalty: 3941.179199
	Iteration 34Q: 3 clusters Score -1.99237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 184233 members 
Entering Unmasked Estep 
Score: -19923696.000000 Penalty: 3941.179199
	Iteration 35Q: 3 clusters Score -1.99237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 184241 members 
Entering Unmasked Estep 
Score: -19923698.000000 Penalty: 3941.179199
	Iteration 36Q: 3 clusters Score -1.99237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 184243 members 
Entering Unmasked Estep 
Score: -19923694.000000 Penalty: 3941.179199
	Iteration 37Q: 3 clusters Score -1.992369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184245 members 
Entering Unmasked Estep 
Score: -19923692.000000 Penalty: 3941.179199
	Iteration 38Q: 3 clusters Score -1.992369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 184244 members 
Entering Unmasked Estep 
Score: -19923712.000000 Penalty: 3941.179199
	Iteration 39Q: 3 clusters Score -1.992371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 184250 members 
Entering Unmasked Estep 
Score: -19923706.000000 Penalty: 3941.179199
	Iteration 40F: 3 clusters Score -1.992371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -19923718.000000 Penalty: 3941.179199
	Iteration 41Q: 3 clusters Score -1.992372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -19923714.000000 Penalty: 3941.179199
	Iteration 42Q: 3 clusters Score -1.992371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 184250 members 
Entering Unmasked Estep 
Score: -19923724.000000 Penalty: 3941.179199
	Iteration 43Q: 3 clusters Score -1.992372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -19923720.000000 Penalty: 3941.179199
	Iteration 44Q: 3 clusters Score -1.992372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 184252 members 
Entering Unmasked Estep 
Score: -19923722.000000 Penalty: 3941.179199
	Iteration 45Q: 3 clusters Score -1.992372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 184253 members 
Entering Unmasked Estep 
Score: -19923734.000000 Penalty: 3941.179199
	Iteration 46Q: 3 clusters Score -1.992373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 184256 members 
Entering Unmasked Estep 
Score: -19923748.000000 Penalty: 3941.179199
	Iteration 47Q: 3 clusters Score -1.992375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 184257 members 
Entering Unmasked Estep 
Score: -19923734.000000 Penalty: 3941.179199
	Iteration 48Q: 3 clusters Score -1.992373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 184256 members 
Entering Unmasked Estep 
Score: -19923734.000000 Penalty: 3941.179199
	Iteration 49Q: 3 clusters Score -1.992373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -19923738.000000 Penalty: 3941.179199
	Iteration 50Q: 3 clusters Score -1.992374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -19923738.000000 Penalty: 3941.179199
	Iteration 51F: 3 clusters Score -1.992374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Entering Unmasked Estep 
Score: -3853512.250000 Penalty: 1700.221802
	Iteration 0F: 2 clusters Score -3853512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3829961.250000 Penalty: 3400.443604
	Iteration 0F: 3 clusters Score -3829961 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3839055.000000 Penalty: 3400.443604
	Iteration 1F: 3 clusters Score -3839055 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3839575.250000 Penalty: 3400.443604
	Iteration 2Q: 3 clusters Score -3839575 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3840195.000000 Penalty: 3400.443604
	Iteration 3Q: 3 clusters Score -3840195 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3841063.500000 Penalty: 3400.443604
	Iteration 4F: 3 clusters Score -3841064 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3842378.000000 Penalty: 3400.443604
	Iteration 5F: 3 clusters Score -3842378 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3844332.000000 Penalty: 3400.443604
	Iteration 6F: 3 clusters Score -3844332 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3846630.750000 Penalty: 3400.443604
	Iteration 7F: 3 clusters Score -3846631 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -3848761.000000 Penalty: 3400.443604
	Iteration 8F: 3 clusters Score -3848761 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -3850253.000000 Penalty: 3400.443604
	Iteration 9Q: 3 clusters Score -3850253 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3851075.250000 Penalty: 3400.443604
	Iteration 10Q: 3 clusters Score -3851075 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3851524.000000 Penalty: 3400.443604
	Iteration 11Q: 3 clusters Score -3851524 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3851751.500000 Penalty: 3400.443604
	Iteration 12Q: 3 clusters Score -3851752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -3851840.000000 Penalty: 3400.443604
	Iteration 13Q: 3 clusters Score -3851840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3851901.000000 Penalty: 3400.443604
	Iteration 14Q: 3 clusters Score -3851901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -3851954.750000 Penalty: 3400.443604
	Iteration 15Q: 3 clusters Score -3851955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -3851985.750000 Penalty: 3400.443604
	Iteration 16Q: 3 clusters Score -3851986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -3852001.250000 Penalty: 3400.443604
	Iteration 17Q: 3 clusters Score -3852001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3852022.250000 Penalty: 3400.443604
	Iteration 18Q: 3 clusters Score -3852022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -3852031.500000 Penalty: 3400.443604
	Iteration 19Q: 3 clusters Score -3852032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3852028.000000 Penalty: 3400.443604
	Iteration 20F: 3 clusters Score -3852028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3852032.750000 Penalty: 3400.443604
	Iteration 21Q: 3 clusters Score -3852033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3852032.000000 Penalty: 3400.443604
	Iteration 22Q: 3 clusters Score -3852032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3852032.750000 Penalty: 3400.443604
	Iteration 23Q: 3 clusters Score -3852033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3852039.750000 Penalty: 3400.443604
	Iteration 24Q: 3 clusters Score -3852040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3852047.750000 Penalty: 3400.443604
	Iteration 25Q: 3 clusters Score -3852048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -3852047.750000 Penalty: 3400.443604
	Iteration 26Q: 3 clusters Score -3852048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3852050.000000 Penalty: 3400.443604
	Iteration 27Q: 3 clusters Score -3852050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -3852050.250000 Penalty: 3400.443604
	Iteration 28Q: 3 clusters Score -3852050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -3852051.250000 Penalty: 3400.443604
	Iteration 29Q: 3 clusters Score -3852051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -3852051.250000 Penalty: 3400.443604
	Iteration 30F: 3 clusters Score -3852051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -49921.593750 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -49921.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48878.335938 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -48878.34 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49131.312500 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -49131.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49226.742188 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -49226.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49287.558594 Penalty: 2055.998535
	Iteration 3Q: 3 clusters Score -49287.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49311.808594 Penalty: 2055.998535
	Iteration 4Q: 3 clusters Score -49311.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49333.863281 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -49333.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49347.429688 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -49347.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49351.398438 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -49351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49351.968750 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -49351.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49351.968750 Penalty: 2055.998535
	Iteration 9F: 3 clusters Score -49351.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -36586.718750 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -36586.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35649.339844 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -35649.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35737.511719 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -35737.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35781.472656 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -35781.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35809.503906 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -35809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35821.968750 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -35821.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35821.968750 Penalty: 1894.407349
	Iteration 5F: 3 clusters Score -35821.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Entering Unmasked Estep 
Score: -5411591.500000 Penalty: 1755.612793
	Iteration 0F: 2 clusters Score -5411592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5378664.500000 Penalty: 3511.225586
	Iteration 0F: 3 clusters Score -5378664 nChanged 23013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5391559.500000 Penalty: 3511.225586
	Iteration 1F: 3 clusters Score -5391560 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5392205.000000 Penalty: 3511.225586
	Iteration 2Q: 3 clusters Score -5392205 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -5393380.000000 Penalty: 3511.225586
	Iteration 3Q: 3 clusters Score -5393380 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -5395621.000000 Penalty: 3511.225586
	Iteration 4F: 3 clusters Score -5395621 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5398927.000000 Penalty: 3511.225586
	Iteration 5F: 3 clusters Score -5398927 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -5402998.000000 Penalty: 3511.225586
	Iteration 6F: 3 clusters Score -5402998 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -5406695.500000 Penalty: 3511.225586
	Iteration 7F: 3 clusters Score -5406696 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5409028.000000 Penalty: 3511.225586
	Iteration 8F: 3 clusters Score -5409028 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5410325.500000 Penalty: 3511.225586
	Iteration 9Q: 3 clusters Score -5410326 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5411003.500000 Penalty: 3511.225586
	Iteration 10Q: 3 clusters Score -5411004 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5411309.000000 Penalty: 3511.225586
	Iteration 11Q: 3 clusters Score -5411309 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5411478.000000 Penalty: 3511.225586
	Iteration 12Q: 3 clusters Score -5411478 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5411581.000000 Penalty: 3511.225586
	Iteration 13Q: 3 clusters Score -5411581 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5411676.500000 Penalty: 3511.225586
	Iteration 14Q: 3 clusters Score -5411676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5411744.500000 Penalty: 3511.225586
	Iteration 15Q: 3 clusters Score -5411744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5411790.000000 Penalty: 3511.225586
	Iteration 16Q: 3 clusters Score -5411790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5411819.500000 Penalty: 3511.225586
	Iteration 17Q: 3 clusters Score -5411820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5411839.000000 Penalty: 3511.225586
	Iteration 18Q: 3 clusters Score -5411839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5411835.000000 Penalty: 3511.225586
	Iteration 19Q: 3 clusters Score -5411835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5411848.000000 Penalty: 3511.225586
	Iteration 20F: 3 clusters Score -5411848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5411853.000000 Penalty: 3511.225586
	Iteration 21Q: 3 clusters Score -5411853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5411853.500000 Penalty: 3511.225586
	Iteration 22Q: 3 clusters Score -5411854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5411855.500000 Penalty: 3511.225586
	Iteration 23Q: 3 clusters Score -5411856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5411863.500000 Penalty: 3511.225586
	Iteration 24Q: 3 clusters Score -5411864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5411866.500000 Penalty: 3511.225586
	Iteration 25Q: 3 clusters Score -5411866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5411864.500000 Penalty: 3511.225586
	Iteration 26Q: 3 clusters Score -5411864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5411864.500000 Penalty: 3511.225586
	Iteration 27Q: 3 clusters Score -5411864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5411858.000000 Penalty: 3511.225586
	Iteration 28Q: 3 clusters Score -5411858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5411861.000000 Penalty: 3511.225586
	Iteration 29Q: 3 clusters Score -5411861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5411854.000000 Penalty: 3511.225586
	Iteration 30Q: 3 clusters Score -5411854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5411861.500000 Penalty: 3511.225586
	Iteration 31Q: 3 clusters Score -5411862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5411865.000000 Penalty: 3511.225586
	Iteration 32Q: 3 clusters Score -5411865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5411865.000000 Penalty: 3511.225586
	Iteration 33Q: 3 clusters Score -5411865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5411871.000000 Penalty: 3511.225586
	Iteration 34Q: 3 clusters Score -5411871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5411874.500000 Penalty: 3511.225586
	Iteration 35Q: 3 clusters Score -5411874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5411868.500000 Penalty: 3511.225586
	Iteration 36Q: 3 clusters Score -5411868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5411879.000000 Penalty: 3511.225586
	Iteration 37Q: 3 clusters Score -5411879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5411874.500000 Penalty: 3511.225586
	Iteration 38Q: 3 clusters Score -5411874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5411878.000000 Penalty: 3511.225586
	Iteration 39Q: 3 clusters Score -5411878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5411878.000000 Penalty: 3511.225586
	Iteration 40F: 3 clusters Score -5411878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124812 members 
Mstep: Class 4 contains 162975 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 58568 members 
Mstep: Class 7 contains 184740 members 
Mstep: Class 8 contains 34993 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 48044 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 31220 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 14030 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73525 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
Score: -98861712.000000 Penalty: 42425.843750
Splitting cluster 11 changes total score from -98862392.000000 to -98861712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (57508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Entering Unmasked Estep 
Score: -6292891.000000 Penalty: 1780.947876
	Iteration 0F: 2 clusters Score -6292891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -6254609.500000 Penalty: 3561.895752
	Iteration 0F: 3 clusters Score -6254610 nChanged 26997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -6270213.000000 Penalty: 3561.895752
	Iteration 1F: 3 clusters Score -6270213 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -6271115.500000 Penalty: 3561.895752
	Iteration 2Q: 3 clusters Score -6271116 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -6272150.000000 Penalty: 3561.895752
	Iteration 3Q: 3 clusters Score -6272150 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6273406.500000 Penalty: 3561.895752
	Iteration 4Q: 3 clusters Score -6273406 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6274931.000000 Penalty: 3561.895752
	Iteration 5F: 3 clusters Score -6274931 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -6277076.000000 Penalty: 3561.895752
	Iteration 6F: 3 clusters Score -6277076 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -6279885.000000 Penalty: 3561.895752
	Iteration 7F: 3 clusters Score -6279885 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -6283035.500000 Penalty: 3561.895752
	Iteration 8F: 3 clusters Score -6283036 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -6286064.500000 Penalty: 3561.895752
	Iteration 9F: 3 clusters Score -6286064 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -6287962.500000 Penalty: 3561.895752
	Iteration 10Q: 3 clusters Score -6287962 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6288905.500000 Penalty: 3561.895752
	Iteration 11Q: 3 clusters Score -6288906 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -6289443.500000 Penalty: 3561.895752
	Iteration 12Q: 3 clusters Score -6289444 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6289829.000000 Penalty: 3561.895752
	Iteration 13Q: 3 clusters Score -6289829 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -6290089.000000 Penalty: 3561.895752
	Iteration 14Q: 3 clusters Score -6290089 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -6290339.000000 Penalty: 3561.895752
	Iteration 15Q: 3 clusters Score -6290339 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6290572.000000 Penalty: 3561.895752
	Iteration 16Q: 3 clusters Score -6290572 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6290711.500000 Penalty: 3561.895752
	Iteration 17Q: 3 clusters Score -6290712 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6290914.500000 Penalty: 3561.895752
	Iteration 18Q: 3 clusters Score -6290914 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6291089.000000 Penalty: 3561.895752
	Iteration 19Q: 3 clusters Score -6291089 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6291311.500000 Penalty: 3561.895752
	Iteration 20F: 3 clusters Score -6291312 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6291516.500000 Penalty: 3561.895752
	Iteration 21Q: 3 clusters Score -6291516 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6291646.500000 Penalty: 3561.895752
	Iteration 22Q: 3 clusters Score -6291646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6291715.500000 Penalty: 3561.895752
	Iteration 23Q: 3 clusters Score -6291716 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6291781.500000 Penalty: 3561.895752
	Iteration 24Q: 3 clusters Score -6291782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6291792.500000 Penalty: 3561.895752
	Iteration 25Q: 3 clusters Score -6291792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6291823.000000 Penalty: 3561.895752
	Iteration 26Q: 3 clusters Score -6291823 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6291850.000000 Penalty: 3561.895752
	Iteration 27Q: 3 clusters Score -6291850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6291861.500000 Penalty: 3561.895752
	Iteration 28Q: 3 clusters Score -6291862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6291865.500000 Penalty: 3561.895752
	Iteration 29Q: 3 clusters Score -6291866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6291868.000000 Penalty: 3561.895752
	Iteration 30Q: 3 clusters Score -6291868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6291861.000000 Penalty: 3561.895752
	Iteration 31Q: 3 clusters Score -6291861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6291867.000000 Penalty: 3561.895752
	Iteration 32Q: 3 clusters Score -6291867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6291870.500000 Penalty: 3561.895752
	Iteration 33Q: 3 clusters Score -6291870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6291872.000000 Penalty: 3561.895752
	Iteration 34Q: 3 clusters Score -6291872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6291874.500000 Penalty: 3561.895752
	Iteration 35Q: 3 clusters Score -6291874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6291866.000000 Penalty: 3561.895752
	Iteration 36Q: 3 clusters Score -6291866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6291870.500000 Penalty: 3561.895752
	Iteration 37Q: 3 clusters Score -6291870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6291874.000000 Penalty: 3561.895752
	Iteration 38Q: 3 clusters Score -6291874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6291878.500000 Penalty: 3561.895752
	Iteration 39Q: 3 clusters Score -6291878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6291880.000000 Penalty: 3561.895752
	Iteration 40F: 3 clusters Score -6291880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6291881.000000 Penalty: 3561.895752
	Iteration 41Q: 3 clusters Score -6291881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6291874.000000 Penalty: 3561.895752
	Iteration 42Q: 3 clusters Score -6291874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6291877.500000 Penalty: 3561.895752
	Iteration 43Q: 3 clusters Score -6291878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6291876.000000 Penalty: 3561.895752
	Iteration 44Q: 3 clusters Score -6291876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6291876.000000 Penalty: 3561.895752
	Iteration 45Q: 3 clusters Score -6291876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6291876.000000 Penalty: 3561.895752
	Iteration 46F: 3 clusters Score -6291876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Entering Unmasked Estep 
Score: -3435287.000000 Penalty: 1681.682251
	Iteration 0F: 2 clusters Score -3435287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3414282.500000 Penalty: 3363.364502
	Iteration 0F: 3 clusters Score -3414282 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3422221.000000 Penalty: 3363.364502
	Iteration 1F: 3 clusters Score -3422221 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3422544.000000 Penalty: 3363.364502
	Iteration 2Q: 3 clusters Score -3422544 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3422849.000000 Penalty: 3363.364502
	Iteration 3Q: 3 clusters Score -3422849 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3423182.750000 Penalty: 3363.364502
	Iteration 4Q: 3 clusters Score -3423183 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3423542.250000 Penalty: 3363.364502
	Iteration 5Q: 3 clusters Score -3423542 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3423977.500000 Penalty: 3363.364502
	Iteration 6Q: 3 clusters Score -3423978 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3424626.250000 Penalty: 3363.364502
	Iteration 7Q: 3 clusters Score -3424626 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3425575.500000 Penalty: 3363.364502
	Iteration 8Q: 3 clusters Score -3425576 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3426977.750000 Penalty: 3363.364502
	Iteration 9F: 3 clusters Score -3426978 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3428429.000000 Penalty: 3363.364502
	Iteration 10F: 3 clusters Score -3428429 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3429336.000000 Penalty: 3363.364502
	Iteration 11F: 3 clusters Score -3429336 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3429715.250000 Penalty: 3363.364502
	Iteration 12Q: 3 clusters Score -3429715 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3429906.500000 Penalty: 3363.364502
	Iteration 13Q: 3 clusters Score -3429906 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3430065.000000 Penalty: 3363.364502
	Iteration 14Q: 3 clusters Score -3430065 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3430181.750000 Penalty: 3363.364502
	Iteration 15Q: 3 clusters Score -3430182 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3430321.250000 Penalty: 3363.364502
	Iteration 16Q: 3 clusters Score -3430321 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3430433.500000 Penalty: 3363.364502
	Iteration 17Q: 3 clusters Score -3430434 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3430535.000000 Penalty: 3363.364502
	Iteration 18Q: 3 clusters Score -3430535 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3430641.000000 Penalty: 3363.364502
	Iteration 19Q: 3 clusters Score -3430641 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3430744.750000 Penalty: 3363.364502
	Iteration 20F: 3 clusters Score -3430745 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3430857.000000 Penalty: 3363.364502
	Iteration 21Q: 3 clusters Score -3430857 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3430969.500000 Penalty: 3363.364502
	Iteration 22Q: 3 clusters Score -3430970 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3431088.500000 Penalty: 3363.364502
	Iteration 23Q: 3 clusters Score -3431088 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3431217.500000 Penalty: 3363.364502
	Iteration 24Q: 3 clusters Score -3431218 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3431313.000000 Penalty: 3363.364502
	Iteration 25Q: 3 clusters Score -3431313 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3431401.750000 Penalty: 3363.364502
	Iteration 26Q: 3 clusters Score -3431402 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3431493.250000 Penalty: 3363.364502
	Iteration 27Q: 3 clusters Score -3431493 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3431573.000000 Penalty: 3363.364502
	Iteration 28Q: 3 clusters Score -3431573 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3431674.250000 Penalty: 3363.364502
	Iteration 29Q: 3 clusters Score -3431674 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3431734.000000 Penalty: 3363.364502
	Iteration 30Q: 3 clusters Score -3431734 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3431797.000000 Penalty: 3363.364502
	Iteration 31Q: 3 clusters Score -3431797 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3431863.500000 Penalty: 3363.364502
	Iteration 32Q: 3 clusters Score -3431864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3431925.250000 Penalty: 3363.364502
	Iteration 33Q: 3 clusters Score -3431925 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3431991.000000 Penalty: 3363.364502
	Iteration 34Q: 3 clusters Score -3431991 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3432037.250000 Penalty: 3363.364502
	Iteration 35Q: 3 clusters Score -3432037 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3432078.750000 Penalty: 3363.364502
	Iteration 36Q: 3 clusters Score -3432079 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3432126.500000 Penalty: 3363.364502
	Iteration 37Q: 3 clusters Score -3432126 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3432144.500000 Penalty: 3363.364502
	Iteration 38Q: 3 clusters Score -3432144 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3432194.000000 Penalty: 3363.364502
	Iteration 39Q: 3 clusters Score -3432194 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3432239.750000 Penalty: 3363.364502
	Iteration 40F: 3 clusters Score -3432240 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3432305.000000 Penalty: 3363.364502
	Iteration 41Q: 3 clusters Score -3432305 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3432364.250000 Penalty: 3363.364502
	Iteration 42Q: 3 clusters Score -3432364 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3432442.500000 Penalty: 3363.364502
	Iteration 43Q: 3 clusters Score -3432442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3432492.750000 Penalty: 3363.364502
	Iteration 44Q: 3 clusters Score -3432493 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3432574.000000 Penalty: 3363.364502
	Iteration 45Q: 3 clusters Score -3432574 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3432621.500000 Penalty: 3363.364502
	Iteration 46Q: 3 clusters Score -3432622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3432665.250000 Penalty: 3363.364502
	Iteration 47Q: 3 clusters Score -3432665 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3432718.250000 Penalty: 3363.364502
	Iteration 48Q: 3 clusters Score -3432718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3432765.000000 Penalty: 3363.364502
	Iteration 49Q: 3 clusters Score -3432765 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3432803.500000 Penalty: 3363.364502
	Iteration 50Q: 3 clusters Score -3432804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3432830.500000 Penalty: 3363.364502
	Iteration 51Q: 3 clusters Score -3432830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3432866.250000 Penalty: 3363.364502
	Iteration 52Q: 3 clusters Score -3432866 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3432895.750000 Penalty: 3363.364502
	Iteration 53Q: 3 clusters Score -3432896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3432935.000000 Penalty: 3363.364502
	Iteration 54Q: 3 clusters Score -3432935 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3432961.000000 Penalty: 3363.364502
	Iteration 55Q: 3 clusters Score -3432961 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3433009.500000 Penalty: 3363.364502
	Iteration 56Q: 3 clusters Score -3433010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3433041.250000 Penalty: 3363.364502
	Iteration 57Q: 3 clusters Score -3433041 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3433057.250000 Penalty: 3363.364502
	Iteration 58Q: 3 clusters Score -3433057 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3433090.250000 Penalty: 3363.364502
	Iteration 59Q: 3 clusters Score -3433090 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3433119.000000 Penalty: 3363.364502
	Iteration 60F: 3 clusters Score -3433119 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3433127.750000 Penalty: 3363.364502
	Iteration 61Q: 3 clusters Score -3433128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3433165.250000 Penalty: 3363.364502
	Iteration 62Q: 3 clusters Score -3433165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3433200.750000 Penalty: 3363.364502
	Iteration 63Q: 3 clusters Score -3433201 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3433239.000000 Penalty: 3363.364502
	Iteration 64Q: 3 clusters Score -3433239 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3433277.250000 Penalty: 3363.364502
	Iteration 65Q: 3 clusters Score -3433277 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3433317.250000 Penalty: 3363.364502
	Iteration 66Q: 3 clusters Score -3433317 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3433336.500000 Penalty: 3363.364502
	Iteration 67Q: 3 clusters Score -3433336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3433353.750000 Penalty: 3363.364502
	Iteration 68Q: 3 clusters Score -3433354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3433380.250000 Penalty: 3363.364502
	Iteration 69Q: 3 clusters Score -3433380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3433387.000000 Penalty: 3363.364502
	Iteration 70Q: 3 clusters Score -3433387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3433388.750000 Penalty: 3363.364502
	Iteration 71Q: 3 clusters Score -3433389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3433408.250000 Penalty: 3363.364502
	Iteration 72Q: 3 clusters Score -3433408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3433417.250000 Penalty: 3363.364502
	Iteration 73Q: 3 clusters Score -3433417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3433435.750000 Penalty: 3363.364502
	Iteration 74Q: 3 clusters Score -3433436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3433450.750000 Penalty: 3363.364502
	Iteration 75Q: 3 clusters Score -3433451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3433478.750000 Penalty: 3363.364502
	Iteration 76Q: 3 clusters Score -3433479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3433494.250000 Penalty: 3363.364502
	Iteration 77Q: 3 clusters Score -3433494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3433499.500000 Penalty: 3363.364502
	Iteration 78Q: 3 clusters Score -3433500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3433513.250000 Penalty: 3363.364502
	Iteration 79Q: 3 clusters Score -3433513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3433532.000000 Penalty: 3363.364502
	Iteration 80F: 3 clusters Score -3433532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3433538.750000 Penalty: 3363.364502
	Iteration 81Q: 3 clusters Score -3433539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3433562.250000 Penalty: 3363.364502
	Iteration 82Q: 3 clusters Score -3433562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3433577.500000 Penalty: 3363.364502
	Iteration 83Q: 3 clusters Score -3433578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3433574.250000 Penalty: 3363.364502
	Iteration 84Q: 3 clusters Score -3433574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3433588.750000 Penalty: 3363.364502
	Iteration 85Q: 3 clusters Score -3433589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3433600.750000 Penalty: 3363.364502
	Iteration 86Q: 3 clusters Score -3433601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3433618.000000 Penalty: 3363.364502
	Iteration 87Q: 3 clusters Score -3433618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3433622.500000 Penalty: 3363.364502
	Iteration 88Q: 3 clusters Score -3433622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3433628.500000 Penalty: 3363.364502
	Iteration 89Q: 3 clusters Score -3433628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3433633.250000 Penalty: 3363.364502
	Iteration 90Q: 3 clusters Score -3433633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3433641.000000 Penalty: 3363.364502
	Iteration 91Q: 3 clusters Score -3433641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3433651.250000 Penalty: 3363.364502
	Iteration 92Q: 3 clusters Score -3433651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3433654.500000 Penalty: 3363.364502
	Iteration 93Q: 3 clusters Score -3433654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3433652.000000 Penalty: 3363.364502
	Iteration 94Q: 3 clusters Score -3433652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3433662.250000 Penalty: 3363.364502
	Iteration 95Q: 3 clusters Score -3433662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3433669.000000 Penalty: 3363.364502
	Iteration 96Q: 3 clusters Score -3433669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3433669.250000 Penalty: 3363.364502
	Iteration 97Q: 3 clusters Score -3433669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3433668.250000 Penalty: 3363.364502
	Iteration 98Q: 3 clusters Score -3433668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3433673.250000 Penalty: 3363.364502
	Iteration 99Q: 3 clusters Score -3433673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3433678.500000 Penalty: 3363.364502
	Iteration 100F: 3 clusters Score -3433678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3433685.000000 Penalty: 3363.364502
	Iteration 101Q: 3 clusters Score -3433685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3433694.000000 Penalty: 3363.364502
	Iteration 102Q: 3 clusters Score -3433694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3433698.000000 Penalty: 3363.364502
	Iteration 103Q: 3 clusters Score -3433698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3433709.000000 Penalty: 3363.364502
	Iteration 104Q: 3 clusters Score -3433709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3433710.750000 Penalty: 3363.364502
	Iteration 105Q: 3 clusters Score -3433711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3433721.500000 Penalty: 3363.364502
	Iteration 106Q: 3 clusters Score -3433722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3433733.000000 Penalty: 3363.364502
	Iteration 107Q: 3 clusters Score -3433733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3433742.000000 Penalty: 3363.364502
	Iteration 108Q: 3 clusters Score -3433742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3433750.500000 Penalty: 3363.364502
	Iteration 109Q: 3 clusters Score -3433750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3433746.250000 Penalty: 3363.364502
	Iteration 110Q: 3 clusters Score -3433746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3433750.250000 Penalty: 3363.364502
	Iteration 111Q: 3 clusters Score -3433750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3433759.500000 Penalty: 3363.364502
	Iteration 112Q: 3 clusters Score -3433760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3433761.250000 Penalty: 3363.364502
	Iteration 113Q: 3 clusters Score -3433761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3433763.750000 Penalty: 3363.364502
	Iteration 114Q: 3 clusters Score -3433764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3433769.000000 Penalty: 3363.364502
	Iteration 115Q: 3 clusters Score -3433769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3433766.000000 Penalty: 3363.364502
	Iteration 116Q: 3 clusters Score -3433766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3433767.750000 Penalty: 3363.364502
	Iteration 117Q: 3 clusters Score -3433768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3433767.750000 Penalty: 3363.364502
	Iteration 118F: 3 clusters Score -3433768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -254959.953125 Penalty: 1259.894043
	Iteration 0F: 2 clusters Score -254960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -252669.718750 Penalty: 2519.788086
	Iteration 0F: 3 clusters Score -252669.7 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -253155.937500 Penalty: 2519.788086
	Iteration 1F: 3 clusters Score -253155.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -253287.015625 Penalty: 2519.788086
	Iteration 2F: 3 clusters Score -253287 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -253367.937500 Penalty: 2519.788086
	Iteration 3F: 3 clusters Score -253367.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -253405.625000 Penalty: 2519.788086
	Iteration 4Q: 3 clusters Score -253405.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -253433.859375 Penalty: 2519.788086
	Iteration 5Q: 3 clusters Score -253433.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -253449.953125 Penalty: 2519.788086
	Iteration 6Q: 3 clusters Score -253450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -253456.000000 Penalty: 2519.788086
	Iteration 7Q: 3 clusters Score -253456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -253462.921875 Penalty: 2519.788086
	Iteration 8Q: 3 clusters Score -253462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -253474.625000 Penalty: 2519.788086
	Iteration 9Q: 3 clusters Score -253474.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -253482.203125 Penalty: 2519.788086
	Iteration 10Q: 3 clusters Score -253482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -253489.765625 Penalty: 2519.788086
	Iteration 11Q: 3 clusters Score -253489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253499.750000 Penalty: 2519.788086
	Iteration 12Q: 3 clusters Score -253499.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -253511.765625 Penalty: 2519.788086
	Iteration 13Q: 3 clusters Score -253511.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -253519.859375 Penalty: 2519.788086
	Iteration 14Q: 3 clusters Score -253519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -253525.078125 Penalty: 2519.788086
	Iteration 15Q: 3 clusters Score -253525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -253531.046875 Penalty: 2519.788086
	Iteration 16Q: 3 clusters Score -253531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -253532.859375 Penalty: 2519.788086
	Iteration 17Q: 3 clusters Score -253532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -253535.484375 Penalty: 2519.788086
	Iteration 18Q: 3 clusters Score -253535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -253538.125000 Penalty: 2519.788086
	Iteration 19Q: 3 clusters Score -253538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -253538.812500 Penalty: 2519.788086
	Iteration 20F: 3 clusters Score -253538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -253539.562500 Penalty: 2519.788086
	Iteration 21Q: 3 clusters Score -253539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -253540.062500 Penalty: 2519.788086
	Iteration 22Q: 3 clusters Score -253540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -253540.062500 Penalty: 2519.788086
	Iteration 23F: 3 clusters Score -253540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Entering Unmasked Estep 
Score: -1563064.625000 Penalty: 1551.704834
	Iteration 0F: 2 clusters Score -1563065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1553307.750000 Penalty: 3103.409668
	Iteration 0F: 3 clusters Score -1553308 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1556636.875000 Penalty: 3103.409668
	Iteration 1F: 3 clusters Score -1556637 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1556934.000000 Penalty: 3103.409668
	Iteration 2F: 3 clusters Score -1556934 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1557200.625000 Penalty: 3103.409668
	Iteration 3Q: 3 clusters Score -1557201 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1557455.750000 Penalty: 3103.409668
	Iteration 4Q: 3 clusters Score -1557456 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1557748.250000 Penalty: 3103.409668
	Iteration 5Q: 3 clusters Score -1557748 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1558132.250000 Penalty: 3103.409668
	Iteration 6Q: 3 clusters Score -1558132 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1558626.375000 Penalty: 3103.409668
	Iteration 7F: 3 clusters Score -1558626 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1559182.875000 Penalty: 3103.409668
	Iteration 8F: 3 clusters Score -1559183 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1559767.250000 Penalty: 3103.409668
	Iteration 9F: 3 clusters Score -1559767 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1560238.250000 Penalty: 3103.409668
	Iteration 10Q: 3 clusters Score -1560238 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1560494.625000 Penalty: 3103.409668
	Iteration 11Q: 3 clusters Score -1560495 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1560605.375000 Penalty: 3103.409668
	Iteration 12Q: 3 clusters Score -1560605 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1560677.125000 Penalty: 3103.409668
	Iteration 13Q: 3 clusters Score -1560677 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1560738.875000 Penalty: 3103.409668
	Iteration 14Q: 3 clusters Score -1560739 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1560816.875000 Penalty: 3103.409668
	Iteration 15Q: 3 clusters Score -1560817 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1560886.375000 Penalty: 3103.409668
	Iteration 16Q: 3 clusters Score -1560886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1560941.250000 Penalty: 3103.409668
	Iteration 17Q: 3 clusters Score -1560941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1561005.750000 Penalty: 3103.409668
	Iteration 18Q: 3 clusters Score -1561006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1561069.750000 Penalty: 3103.409668
	Iteration 19Q: 3 clusters Score -1561070 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1561122.500000 Penalty: 3103.409668
	Iteration 20F: 3 clusters Score -1561122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1561166.375000 Penalty: 3103.409668
	Iteration 21Q: 3 clusters Score -1561166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1561185.125000 Penalty: 3103.409668
	Iteration 22Q: 3 clusters Score -1561185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1561208.750000 Penalty: 3103.409668
	Iteration 23Q: 3 clusters Score -1561209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1561226.750000 Penalty: 3103.409668
	Iteration 24Q: 3 clusters Score -1561227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1561240.875000 Penalty: 3103.409668
	Iteration 25Q: 3 clusters Score -1561241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1561258.750000 Penalty: 3103.409668
	Iteration 26Q: 3 clusters Score -1561259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1561269.750000 Penalty: 3103.409668
	Iteration 27Q: 3 clusters Score -1561270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1561276.875000 Penalty: 3103.409668
	Iteration 28Q: 3 clusters Score -1561277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1561286.250000 Penalty: 3103.409668
	Iteration 29Q: 3 clusters Score -1561286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1561293.250000 Penalty: 3103.409668
	Iteration 30Q: 3 clusters Score -1561293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1561303.375000 Penalty: 3103.409668
	Iteration 31Q: 3 clusters Score -1561303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1561312.625000 Penalty: 3103.409668
	Iteration 32Q: 3 clusters Score -1561313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1561319.250000 Penalty: 3103.409668
	Iteration 33Q: 3 clusters Score -1561319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1561333.875000 Penalty: 3103.409668
	Iteration 34Q: 3 clusters Score -1561334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1561342.625000 Penalty: 3103.409668
	Iteration 35Q: 3 clusters Score -1561343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1561350.000000 Penalty: 3103.409668
	Iteration 36Q: 3 clusters Score -1561350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1561361.875000 Penalty: 3103.409668
	Iteration 37Q: 3 clusters Score -1561362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1561368.000000 Penalty: 3103.409668
	Iteration 38Q: 3 clusters Score -1561368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1561373.000000 Penalty: 3103.409668
	Iteration 39Q: 3 clusters Score -1561373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1561378.750000 Penalty: 3103.409668
	Iteration 40F: 3 clusters Score -1561379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1561381.375000 Penalty: 3103.409668
	Iteration 41Q: 3 clusters Score -1561381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1561390.000000 Penalty: 3103.409668
	Iteration 42Q: 3 clusters Score -1561390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1561390.625000 Penalty: 3103.409668
	Iteration 43Q: 3 clusters Score -1561391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1561395.250000 Penalty: 3103.409668
	Iteration 44Q: 3 clusters Score -1561395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1561401.875000 Penalty: 3103.409668
	Iteration 45Q: 3 clusters Score -1561402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1561410.375000 Penalty: 3103.409668
	Iteration 46Q: 3 clusters Score -1561410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1561417.500000 Penalty: 3103.409668
	Iteration 47Q: 3 clusters Score -1561418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1561421.750000 Penalty: 3103.409668
	Iteration 48Q: 3 clusters Score -1561422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1561426.250000 Penalty: 3103.409668
	Iteration 49Q: 3 clusters Score -1561426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1561432.875000 Penalty: 3103.409668
	Iteration 50Q: 3 clusters Score -1561433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1561440.375000 Penalty: 3103.409668
	Iteration 51Q: 3 clusters Score -1561440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1561442.000000 Penalty: 3103.409668
	Iteration 52Q: 3 clusters Score -1561442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1561444.000000 Penalty: 3103.409668
	Iteration 53Q: 3 clusters Score -1561444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1561450.750000 Penalty: 3103.409668
	Iteration 54Q: 3 clusters Score -1561451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1561455.375000 Penalty: 3103.409668
	Iteration 55Q: 3 clusters Score -1561455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1561463.500000 Penalty: 3103.409668
	Iteration 56Q: 3 clusters Score -1561464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1561469.625000 Penalty: 3103.409668
	Iteration 57Q: 3 clusters Score -1561470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1561468.375000 Penalty: 3103.409668
	Iteration 58Q: 3 clusters Score -1561468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1561473.875000 Penalty: 3103.409668
	Iteration 59Q: 3 clusters Score -1561474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1561477.125000 Penalty: 3103.409668
	Iteration 60F: 3 clusters Score -1561477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1561483.250000 Penalty: 3103.409668
	Iteration 61Q: 3 clusters Score -1561483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1561490.250000 Penalty: 3103.409668
	Iteration 62Q: 3 clusters Score -1561490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1561494.375000 Penalty: 3103.409668
	Iteration 63Q: 3 clusters Score -1561494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1561497.875000 Penalty: 3103.409668
	Iteration 64Q: 3 clusters Score -1561498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1561504.375000 Penalty: 3103.409668
	Iteration 65Q: 3 clusters Score -1561504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1561510.500000 Penalty: 3103.409668
	Iteration 66Q: 3 clusters Score -1561510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1561521.625000 Penalty: 3103.409668
	Iteration 67Q: 3 clusters Score -1561522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1561527.000000 Penalty: 3103.409668
	Iteration 68Q: 3 clusters Score -1561527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1561529.375000 Penalty: 3103.409668
	Iteration 69Q: 3 clusters Score -1561529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1561538.000000 Penalty: 3103.409668
	Iteration 70Q: 3 clusters Score -1561538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1561544.125000 Penalty: 3103.409668
	Iteration 71Q: 3 clusters Score -1561544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1561551.750000 Penalty: 3103.409668
	Iteration 72Q: 3 clusters Score -1561552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1561554.000000 Penalty: 3103.409668
	Iteration 73Q: 3 clusters Score -1561554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1561552.750000 Penalty: 3103.409668
	Iteration 74Q: 3 clusters Score -1561553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1561556.375000 Penalty: 3103.409668
	Iteration 75Q: 3 clusters Score -1561556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1561555.250000 Penalty: 3103.409668
	Iteration 76Q: 3 clusters Score -1561555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1561558.500000 Penalty: 3103.409668
	Iteration 77Q: 3 clusters Score -1561558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1561562.875000 Penalty: 3103.409668
	Iteration 78Q: 3 clusters Score -1561563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1561562.750000 Penalty: 3103.409668
	Iteration 79Q: 3 clusters Score -1561563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1561567.125000 Penalty: 3103.409668
	Iteration 80F: 3 clusters Score -1561567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1561567.625000 Penalty: 3103.409668
	Iteration 81Q: 3 clusters Score -1561568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1561569.625000 Penalty: 3103.409668
	Iteration 82Q: 3 clusters Score -1561570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1561570.125000 Penalty: 3103.409668
	Iteration 83Q: 3 clusters Score -1561570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1561574.125000 Penalty: 3103.409668
	Iteration 84Q: 3 clusters Score -1561574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1561572.125000 Penalty: 3103.409668
	Iteration 85Q: 3 clusters Score -1561572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1561576.375000 Penalty: 3103.409668
	Iteration 86Q: 3 clusters Score -1561576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1561576.375000 Penalty: 3103.409668
	Iteration 87Q: 3 clusters Score -1561576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1561576.125000 Penalty: 3103.409668
	Iteration 88Q: 3 clusters Score -1561576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1561579.375000 Penalty: 3103.409668
	Iteration 89Q: 3 clusters Score -1561579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1561580.875000 Penalty: 3103.409668
	Iteration 90Q: 3 clusters Score -1561581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1561583.000000 Penalty: 3103.409668
	Iteration 91Q: 3 clusters Score -1561583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1561582.875000 Penalty: 3103.409668
	Iteration 92Q: 3 clusters Score -1561583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1561583.625000 Penalty: 3103.409668
	Iteration 93Q: 3 clusters Score -1561584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1561586.625000 Penalty: 3103.409668
	Iteration 94Q: 3 clusters Score -1561587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1561592.000000 Penalty: 3103.409668
	Iteration 95Q: 3 clusters Score -1561592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1561596.125000 Penalty: 3103.409668
	Iteration 96Q: 3 clusters Score -1561596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1561604.125000 Penalty: 3103.409668
	Iteration 97Q: 3 clusters Score -1561604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1561604.750000 Penalty: 3103.409668
	Iteration 98Q: 3 clusters Score -1561605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1561613.125000 Penalty: 3103.409668
	Iteration 99Q: 3 clusters Score -1561613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1561619.625000 Penalty: 3103.409668
	Iteration 100F: 3 clusters Score -1561620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1561633.750000 Penalty: 3103.409668
	Iteration 101Q: 3 clusters Score -1561634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1561639.750000 Penalty: 3103.409668
	Iteration 102Q: 3 clusters Score -1561640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1561638.000000 Penalty: 3103.409668
	Iteration 103Q: 3 clusters Score -1561638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1561638.625000 Penalty: 3103.409668
	Iteration 104Q: 3 clusters Score -1561639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1561634.375000 Penalty: 3103.409668
	Iteration 105Q: 3 clusters Score -1561634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1561637.375000 Penalty: 3103.409668
	Iteration 106Q: 3 clusters Score -1561637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1561639.125000 Penalty: 3103.409668
	Iteration 107Q: 3 clusters Score -1561639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1561641.375000 Penalty: 3103.409668
	Iteration 108Q: 3 clusters Score -1561641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1561644.500000 Penalty: 3103.409668
	Iteration 109Q: 3 clusters Score -1561644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1561644.875000 Penalty: 3103.409668
	Iteration 110Q: 3 clusters Score -1561645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1561644.875000 Penalty: 3103.409668
	Iteration 111Q: 3 clusters Score -1561645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1561650.625000 Penalty: 3103.409668
	Iteration 112Q: 3 clusters Score -1561651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1561653.875000 Penalty: 3103.409668
	Iteration 113Q: 3 clusters Score -1561654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1561656.875000 Penalty: 3103.409668
	Iteration 114Q: 3 clusters Score -1561657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1561656.625000 Penalty: 3103.409668
	Iteration 115Q: 3 clusters Score -1561657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1561657.500000 Penalty: 3103.409668
	Iteration 116Q: 3 clusters Score -1561658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1561658.875000 Penalty: 3103.409668
	Iteration 117Q: 3 clusters Score -1561659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1561664.500000 Penalty: 3103.409668
	Iteration 118Q: 3 clusters Score -1561664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1561672.125000 Penalty: 3103.409668
	Iteration 119Q: 3 clusters Score -1561672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1561676.000000 Penalty: 3103.409668
	Iteration 120F: 3 clusters Score -1561676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1561677.250000 Penalty: 3103.409668
	Iteration 121Q: 3 clusters Score -1561677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1561678.500000 Penalty: 3103.409668
	Iteration 122Q: 3 clusters Score -1561678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1561679.250000 Penalty: 3103.409668
	Iteration 123Q: 3 clusters Score -1561679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1561679.250000 Penalty: 3103.409668
	Iteration 124F: 3 clusters Score -1561679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -362329.843750 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -362329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -359215.593750 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -359215.6 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -360012.843750 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -360012.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -360199.625000 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -360199.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -360387.156250 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -360387.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -360581.125000 Penalty: 2660.419922
	Iteration 4F: 3 clusters Score -360581.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -360829.500000 Penalty: 2660.419922
	Iteration 5F: 3 clusters Score -360829.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -361252.593750 Penalty: 2660.419922
	Iteration 6F: 3 clusters Score -361252.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361928.687500 Penalty: 2660.419922
	Iteration 7F: 3 clusters Score -361928.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -362593.156250 Penalty: 2660.419922
	Iteration 8F: 3 clusters Score -362593.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -363087.000000 Penalty: 2660.419922
	Iteration 9F: 3 clusters Score -363087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -363316.375000 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -363316.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -363347.187500 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -363347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -363349.687500 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -363349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -363350.156250 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -363350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -363350.562500 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -363350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -363350.687500 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -363350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -363350.687500 Penalty: 2660.419922
	Iteration 16F: 3 clusters Score -363350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124812 members 
Mstep: Class 4 contains 162975 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 58568 members 
Mstep: Class 7 contains 184740 members 
Mstep: Class 8 contains 34993 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49206 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 31220 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 14030 members 
Mstep: Class 17 contains 1226 members 
Mstep: Class 18 contains 73525 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
Score: -98862296.000000 Penalty: 42425.843750
Splitting cluster 17 changes total score from -98862392.000000 to -98862296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (73525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Entering Unmasked Estep 
Score: -8085087.500000 Penalty: 1820.874268
	Iteration 0F: 2 clusters Score -8085088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8035862.000000 Penalty: 3641.748535
	Iteration 0F: 3 clusters Score -8035862 nChanged 34940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -8055665.000000 Penalty: 3641.748535
	Iteration 1F: 3 clusters Score -8055665 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -8056181.500000 Penalty: 3641.748535
	Iteration 2Q: 3 clusters Score -8056182 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -8056894.000000 Penalty: 3641.748535
	Iteration 3Q: 3 clusters Score -8056894 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -8057890.000000 Penalty: 3641.748535
	Iteration 4Q: 3 clusters Score -8057890 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8059379.500000 Penalty: 3641.748535
	Iteration 5Q: 3 clusters Score -8059380 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8061572.500000 Penalty: 3641.748535
	Iteration 6F: 3 clusters Score -8061572 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8064975.000000 Penalty: 3641.748535
	Iteration 7F: 3 clusters Score -8064975 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -8069015.000000 Penalty: 3641.748535
	Iteration 8F: 3 clusters Score -8069015 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8071954.500000 Penalty: 3641.748535
	Iteration 9F: 3 clusters Score -8071954 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8073057.500000 Penalty: 3641.748535
	Iteration 10Q: 3 clusters Score -8073058 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8073517.000000 Penalty: 3641.748535
	Iteration 11Q: 3 clusters Score -8073517 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8073834.000000 Penalty: 3641.748535
	Iteration 12Q: 3 clusters Score -8073834 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -8074161.000000 Penalty: 3641.748535
	Iteration 13Q: 3 clusters Score -8074161 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -8074440.500000 Penalty: 3641.748535
	Iteration 14Q: 3 clusters Score -8074440 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8074796.500000 Penalty: 3641.748535
	Iteration 15Q: 3 clusters Score -8074796 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -8075085.500000 Penalty: 3641.748535
	Iteration 16Q: 3 clusters Score -8075086 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -8075449.000000 Penalty: 3641.748535
	Iteration 17Q: 3 clusters Score -8075449 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -8075818.500000 Penalty: 3641.748535
	Iteration 18Q: 3 clusters Score -8075818 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -8076239.000000 Penalty: 3641.748535
	Iteration 19Q: 3 clusters Score -8076239 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -8076662.500000 Penalty: 3641.748535
	Iteration 20F: 3 clusters Score -8076662 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -8077149.000000 Penalty: 3641.748535
	Iteration 21Q: 3 clusters Score -8077149 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -8077611.000000 Penalty: 3641.748535
	Iteration 22Q: 3 clusters Score -8077611 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -8078075.500000 Penalty: 3641.748535
	Iteration 23Q: 3 clusters Score -8078076 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -8078549.500000 Penalty: 3641.748535
	Iteration 24Q: 3 clusters Score -8078550 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -8078975.000000 Penalty: 3641.748535
	Iteration 25Q: 3 clusters Score -8078975 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -8079388.000000 Penalty: 3641.748535
	Iteration 26Q: 3 clusters Score -8079388 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -8079792.500000 Penalty: 3641.748535
	Iteration 27Q: 3 clusters Score -8079792 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -8080152.000000 Penalty: 3641.748535
	Iteration 28Q: 3 clusters Score -8080152 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -8080575.000000 Penalty: 3641.748535
	Iteration 29Q: 3 clusters Score -8080575 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -8080907.500000 Penalty: 3641.748535
	Iteration 30Q: 3 clusters Score -8080908 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -8081167.000000 Penalty: 3641.748535
	Iteration 31Q: 3 clusters Score -8081167 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -8081438.000000 Penalty: 3641.748535
	Iteration 32Q: 3 clusters Score -8081438 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -8081705.500000 Penalty: 3641.748535
	Iteration 33Q: 3 clusters Score -8081706 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -8081979.500000 Penalty: 3641.748535
	Iteration 34Q: 3 clusters Score -8081980 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -8082197.000000 Penalty: 3641.748535
	Iteration 35Q: 3 clusters Score -8082197 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -8082369.500000 Penalty: 3641.748535
	Iteration 36Q: 3 clusters Score -8082370 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -8082550.500000 Penalty: 3641.748535
	Iteration 37Q: 3 clusters Score -8082550 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -8082690.500000 Penalty: 3641.748535
	Iteration 38Q: 3 clusters Score -8082690 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -8082844.500000 Penalty: 3641.748535
	Iteration 39Q: 3 clusters Score -8082844 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -8082974.500000 Penalty: 3641.748535
	Iteration 40F: 3 clusters Score -8082974 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -8083081.500000 Penalty: 3641.748535
	Iteration 41Q: 3 clusters Score -8083082 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -8083215.000000 Penalty: 3641.748535
	Iteration 42Q: 3 clusters Score -8083215 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -8083306.000000 Penalty: 3641.748535
	Iteration 43Q: 3 clusters Score -8083306 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -8083392.000000 Penalty: 3641.748535
	Iteration 44Q: 3 clusters Score -8083392 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -8083455.000000 Penalty: 3641.748535
	Iteration 45Q: 3 clusters Score -8083455 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -8083513.000000 Penalty: 3641.748535
	Iteration 46Q: 3 clusters Score -8083513 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -8083550.500000 Penalty: 3641.748535
	Iteration 47Q: 3 clusters Score -8083550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -8083585.000000 Penalty: 3641.748535
	Iteration 48Q: 3 clusters Score -8083585 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -8083615.500000 Penalty: 3641.748535
	Iteration 49Q: 3 clusters Score -8083616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -8083649.000000 Penalty: 3641.748535
	Iteration 50Q: 3 clusters Score -8083649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -8083672.000000 Penalty: 3641.748535
	Iteration 51Q: 3 clusters Score -8083672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -8083680.000000 Penalty: 3641.748535
	Iteration 52Q: 3 clusters Score -8083680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -8083694.500000 Penalty: 3641.748535
	Iteration 53Q: 3 clusters Score -8083694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -8083727.000000 Penalty: 3641.748535
	Iteration 54Q: 3 clusters Score -8083727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -8083743.500000 Penalty: 3641.748535
	Iteration 55Q: 3 clusters Score -8083744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -8083748.500000 Penalty: 3641.748535
	Iteration 56Q: 3 clusters Score -8083748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -8083763.000000 Penalty: 3641.748535
	Iteration 57Q: 3 clusters Score -8083763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -8083758.500000 Penalty: 3641.748535
	Iteration 58Q: 3 clusters Score -8083758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -8083755.000000 Penalty: 3641.748535
	Iteration 59Q: 3 clusters Score -8083755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -8083752.000000 Penalty: 3641.748535
	Iteration 60F: 3 clusters Score -8083752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -8083756.500000 Penalty: 3641.748535
	Iteration 61Q: 3 clusters Score -8083756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -8083763.000000 Penalty: 3641.748535
	Iteration 62Q: 3 clusters Score -8083763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -8083768.000000 Penalty: 3641.748535
	Iteration 63Q: 3 clusters Score -8083768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -8083761.500000 Penalty: 3641.748535
	Iteration 64Q: 3 clusters Score -8083762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -8083772.000000 Penalty: 3641.748535
	Iteration 65Q: 3 clusters Score -8083772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -8083768.000000 Penalty: 3641.748535
	Iteration 66Q: 3 clusters Score -8083768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -8083765.500000 Penalty: 3641.748535
	Iteration 67Q: 3 clusters Score -8083766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -8083767.000000 Penalty: 3641.748535
	Iteration 68Q: 3 clusters Score -8083767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -8083764.500000 Penalty: 3641.748535
	Iteration 69Q: 3 clusters Score -8083764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -8083767.500000 Penalty: 3641.748535
	Iteration 70Q: 3 clusters Score -8083768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -8083774.000000 Penalty: 3641.748535
	Iteration 71Q: 3 clusters Score -8083774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -8083785.000000 Penalty: 3641.748535
	Iteration 72Q: 3 clusters Score -8083785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -8083784.500000 Penalty: 3641.748535
	Iteration 73Q: 3 clusters Score -8083784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -8083787.000000 Penalty: 3641.748535
	Iteration 74Q: 3 clusters Score -8083787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -8083790.500000 Penalty: 3641.748535
	Iteration 75Q: 3 clusters Score -8083790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -8083796.000000 Penalty: 3641.748535
	Iteration 76Q: 3 clusters Score -8083796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8083798.000000 Penalty: 3641.748535
	Iteration 77Q: 3 clusters Score -8083798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -8083791.000000 Penalty: 3641.748535
	Iteration 78Q: 3 clusters Score -8083791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -8083793.500000 Penalty: 3641.748535
	Iteration 79Q: 3 clusters Score -8083794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -8083793.500000 Penalty: 3641.748535
	Iteration 80F: 3 clusters Score -8083794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -8083790.000000 Penalty: 3641.748535
	Iteration 81Q: 3 clusters Score -8083790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -8083790.000000 Penalty: 3641.748535
	Iteration 82F: 3 clusters Score -8083790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -227240.546875 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -227240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -225060.125000 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -225060.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -225527.531250 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -225527.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -225632.375000 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -225632.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -225693.046875 Penalty: 2485.685547
	Iteration 3Q: 3 clusters Score -225693 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225740.343750 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -225740.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -225765.125000 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -225765.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -225790.343750 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -225790.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -225807.984375 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -225808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225821.718750 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -225821.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -225836.265625 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -225836.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -225847.234375 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -225847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -225853.718750 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -225853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -225858.375000 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -225858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -225863.718750 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -225863.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -225869.421875 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -225869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -225876.390625 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -225876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -225878.000000 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -225878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -225879.046875 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -225879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -225882.187500 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -225882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -225884.984375 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -225885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -225886.781250 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -225886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -225889.078125 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -225889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -225893.218750 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -225893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -225896.578125 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -225896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225898.203125 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -225898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225899.421875 Penalty: 2485.685547
	Iteration 25Q: 3 clusters Score -225899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225899.906250 Penalty: 2485.685547
	Iteration 26Q: 3 clusters Score -225899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225899.906250 Penalty: 2485.685547
	Iteration 27F: 3 clusters Score -225899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124812 members 
Mstep: Class 4 contains 162975 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 58568 members 
Mstep: Class 7 contains 184740 members 
Mstep: Class 8 contains 34993 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49206 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 31220 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14030 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73525 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862352.000000 Penalty: 40192.906250
Iteration 79Q: 19 clusters Score -9.886235e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124811 members 
Mstep: Class 4 contains 162988 members 
Mstep: Class 5 contains 122107 members 
Mstep: Class 6 contains 58572 members 
Mstep: Class 7 contains 184713 members 
Mstep: Class 8 contains 34983 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49218 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 31216 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14033 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73526 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862416.000000 Penalty: 40192.906250
Iteration 80F: 19 clusters Score -9.886242e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124813 members 
Mstep: Class 4 contains 163005 members 
Mstep: Class 5 contains 122107 members 
Mstep: Class 6 contains 58571 members 
Mstep: Class 7 contains 184692 members 
Mstep: Class 8 contains 34967 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49225 members 
Mstep: Class 12 contains 57500 members 
Mstep: Class 13 contains 31220 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14038 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73537 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862504.000000 Penalty: 40192.906250
Iteration 81Q: 19 clusters Score -9.88625e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124819 members 
Mstep: Class 4 contains 163017 members 
Mstep: Class 5 contains 122112 members 
Mstep: Class 6 contains 58571 members 
Mstep: Class 7 contains 184674 members 
Mstep: Class 8 contains 34947 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49235 members 
Mstep: Class 12 contains 57486 members 
Mstep: Class 13 contains 31224 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73546 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862480.000000 Penalty: 40192.906250
Iteration 82Q: 19 clusters Score -9.886248e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124822 members 
Mstep: Class 4 contains 163033 members 
Mstep: Class 5 contains 122116 members 
Mstep: Class 6 contains 58568 members 
Mstep: Class 7 contains 184657 members 
Mstep: Class 8 contains 34928 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49244 members 
Mstep: Class 12 contains 57474 members 
Mstep: Class 13 contains 31232 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14050 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73548 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862544.000000 Penalty: 40192.906250
Iteration 83Q: 19 clusters Score -9.886254e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124823 members 
Mstep: Class 4 contains 163048 members 
Mstep: Class 5 contains 122119 members 
Mstep: Class 6 contains 58561 members 
Mstep: Class 7 contains 184646 members 
Mstep: Class 8 contains 34915 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49254 members 
Mstep: Class 12 contains 57457 members 
Mstep: Class 13 contains 31235 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14064 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73548 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862568.000000 Penalty: 40192.906250
Iteration 84Q: 19 clusters Score -9.886257e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124825 members 
Mstep: Class 4 contains 163065 members 
Mstep: Class 5 contains 122125 members 
Mstep: Class 6 contains 58558 members 
Mstep: Class 7 contains 184634 members 
Mstep: Class 8 contains 34909 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49263 members 
Mstep: Class 12 contains 57446 members 
Mstep: Class 13 contains 31236 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14068 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73541 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862624.000000 Penalty: 40192.906250
Iteration 85Q: 19 clusters Score -9.886262e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124828 members 
Mstep: Class 4 contains 163081 members 
Mstep: Class 5 contains 122125 members 
Mstep: Class 6 contains 58555 members 
Mstep: Class 7 contains 184621 members 
Mstep: Class 8 contains 34905 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49269 members 
Mstep: Class 12 contains 57438 members 
Mstep: Class 13 contains 31237 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14073 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73538 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862688.000000 Penalty: 40192.906250
Iteration 86Q: 19 clusters Score -9.886269e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124828 members 
Mstep: Class 4 contains 163100 members 
Mstep: Class 5 contains 122126 members 
Mstep: Class 6 contains 58552 members 
Mstep: Class 7 contains 184609 members 
Mstep: Class 8 contains 34894 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49275 members 
Mstep: Class 12 contains 57431 members 
Mstep: Class 13 contains 31242 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14076 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73537 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862640.000000 Penalty: 40192.906250
Iteration 87Q: 19 clusters Score -9.886264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124828 members 
Mstep: Class 4 contains 163122 members 
Mstep: Class 5 contains 122122 members 
Mstep: Class 6 contains 58549 members 
Mstep: Class 7 contains 184599 members 
Mstep: Class 8 contains 34877 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49283 members 
Mstep: Class 12 contains 57428 members 
Mstep: Class 13 contains 31245 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14081 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73535 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862592.000000 Penalty: 40192.906250
Iteration 88Q: 19 clusters Score -9.886259e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124831 members 
Mstep: Class 4 contains 163129 members 
Mstep: Class 5 contains 122124 members 
Mstep: Class 6 contains 58548 members 
Mstep: Class 7 contains 184590 members 
Mstep: Class 8 contains 34868 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49285 members 
Mstep: Class 12 contains 57418 members 
Mstep: Class 13 contains 31248 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14088 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73537 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862576.000000 Penalty: 40192.906250
Iteration 89Q: 19 clusters Score -9.886258e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124833 members 
Mstep: Class 4 contains 163136 members 
Mstep: Class 5 contains 122124 members 
Mstep: Class 6 contains 58547 members 
Mstep: Class 7 contains 184585 members 
Mstep: Class 8 contains 34863 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49286 members 
Mstep: Class 12 contains 57403 members 
Mstep: Class 13 contains 31249 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14096 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73542 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862544.000000 Penalty: 40192.906250
Iteration 90Q: 19 clusters Score -9.886254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124833 members 
Mstep: Class 4 contains 163148 members 
Mstep: Class 5 contains 122123 members 
Mstep: Class 6 contains 58543 members 
Mstep: Class 7 contains 184576 members 
Mstep: Class 8 contains 34855 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49289 members 
Mstep: Class 12 contains 57394 members 
Mstep: Class 13 contains 31251 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14101 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73548 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862512.000000 Penalty: 40192.906250
Iteration 91Q: 19 clusters Score -9.886251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124831 members 
Mstep: Class 4 contains 163158 members 
Mstep: Class 5 contains 122126 members 
Mstep: Class 6 contains 58539 members 
Mstep: Class 7 contains 184567 members 
Mstep: Class 8 contains 34848 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49292 members 
Mstep: Class 12 contains 57389 members 
Mstep: Class 13 contains 31255 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14102 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73551 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862416.000000 Penalty: 40192.906250
Iteration 92Q: 19 clusters Score -9.886242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124832 members 
Mstep: Class 4 contains 163159 members 
Mstep: Class 5 contains 122130 members 
Mstep: Class 6 contains 58537 members 
Mstep: Class 7 contains 184566 members 
Mstep: Class 8 contains 34845 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49294 members 
Mstep: Class 12 contains 57383 members 
Mstep: Class 13 contains 31256 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14103 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73551 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862384.000000 Penalty: 40192.906250
Iteration 93Q: 19 clusters Score -9.886238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124833 members 
Mstep: Class 4 contains 163159 members 
Mstep: Class 5 contains 122131 members 
Mstep: Class 6 contains 58536 members 
Mstep: Class 7 contains 184563 members 
Mstep: Class 8 contains 34840 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49299 members 
Mstep: Class 12 contains 57379 members 
Mstep: Class 13 contains 31256 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14105 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73553 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862400.000000 Penalty: 40192.906250
Iteration 94Q: 19 clusters Score -9.88624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124832 members 
Mstep: Class 4 contains 163164 members 
Mstep: Class 5 contains 122134 members 
Mstep: Class 6 contains 58535 members 
Mstep: Class 7 contains 184560 members 
Mstep: Class 8 contains 34836 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49304 members 
Mstep: Class 12 contains 57373 members 
Mstep: Class 13 contains 31256 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14106 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73553 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862392.000000 Penalty: 40192.906250
Iteration 95Q: 19 clusters Score -9.886239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124833 members 
Mstep: Class 4 contains 163164 members 
Mstep: Class 5 contains 122134 members 
Mstep: Class 6 contains 58534 members 
Mstep: Class 7 contains 184561 members 
Mstep: Class 8 contains 34834 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49307 members 
Mstep: Class 12 contains 57369 members 
Mstep: Class 13 contains 31256 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73553 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862328.000000 Penalty: 40192.906250
Iteration 96Q: 19 clusters Score -9.886233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124834 members 
Mstep: Class 4 contains 163162 members 
Mstep: Class 5 contains 122136 members 
Mstep: Class 6 contains 58534 members 
Mstep: Class 7 contains 184558 members 
Mstep: Class 8 contains 34832 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49309 members 
Mstep: Class 12 contains 57366 members 
Mstep: Class 13 contains 31255 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73555 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862288.000000 Penalty: 40192.906250
Iteration 97Q: 19 clusters Score -9.886229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124834 members 
Mstep: Class 4 contains 163161 members 
Mstep: Class 5 contains 122136 members 
Mstep: Class 6 contains 58534 members 
Mstep: Class 7 contains 184560 members 
Mstep: Class 8 contains 34830 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49309 members 
Mstep: Class 12 contains 57363 members 
Mstep: Class 13 contains 31255 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73556 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862296.000000 Penalty: 40192.906250
Iteration 98Q: 19 clusters Score -9.88623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124834 members 
Mstep: Class 4 contains 163163 members 
Mstep: Class 5 contains 122136 members 
Mstep: Class 6 contains 58533 members 
Mstep: Class 7 contains 184560 members 
Mstep: Class 8 contains 34827 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49309 members 
Mstep: Class 12 contains 57360 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73557 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862248.000000 Penalty: 40192.906250
Iteration 99Q: 19 clusters Score -9.886225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124834 members 
Mstep: Class 4 contains 163166 members 
Mstep: Class 5 contains 122136 members 
Mstep: Class 6 contains 58533 members 
Mstep: Class 7 contains 184560 members 
Mstep: Class 8 contains 34823 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49311 members 
Mstep: Class 12 contains 57359 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73557 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862264.000000 Penalty: 40192.906250
Iteration 100F: 19 clusters Score -9.886226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124835 members 
Mstep: Class 4 contains 163164 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58533 members 
Mstep: Class 7 contains 184560 members 
Mstep: Class 8 contains 34817 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49317 members 
Mstep: Class 12 contains 57358 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73558 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862296.000000 Penalty: 40192.906250
Iteration 101Q: 19 clusters Score -9.88623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124836 members 
Mstep: Class 4 contains 163167 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58533 members 
Mstep: Class 7 contains 184559 members 
Mstep: Class 8 contains 34812 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49320 members 
Mstep: Class 12 contains 57358 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73557 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862312.000000 Penalty: 40192.906250
Iteration 102Q: 19 clusters Score -9.886231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124836 members 
Mstep: Class 4 contains 163169 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58533 members 
Mstep: Class 7 contains 184556 members 
Mstep: Class 8 contains 34809 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49322 members 
Mstep: Class 12 contains 57360 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73557 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862312.000000 Penalty: 40192.906250
Iteration 103Q: 19 clusters Score -9.886231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124836 members 
Mstep: Class 4 contains 163175 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58533 members 
Mstep: Class 7 contains 184550 members 
Mstep: Class 8 contains 34807 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49322 members 
Mstep: Class 12 contains 57360 members 
Mstep: Class 13 contains 31258 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73558 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862312.000000 Penalty: 40192.906250
Iteration 104Q: 19 clusters Score -9.886231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124836 members 
Mstep: Class 4 contains 163176 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58532 members 
Mstep: Class 7 contains 184554 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57356 members 
Mstep: Class 13 contains 31259 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862328.000000 Penalty: 40192.906250
Iteration 105Q: 19 clusters Score -9.886233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163174 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184559 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57352 members 
Mstep: Class 13 contains 31259 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73558 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862304.000000 Penalty: 40192.906250
Iteration 106Q: 19 clusters Score -9.88623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163173 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184561 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73558 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862312.000000 Penalty: 40192.906250
Iteration 107Q: 19 clusters Score -9.886231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163172 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184562 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73558 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862296.000000 Penalty: 40192.906250
Iteration 108Q: 19 clusters Score -9.88623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163171 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184562 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862288.000000 Penalty: 40192.906250
Iteration 109Q: 19 clusters Score -9.886229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163171 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184562 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862288.000000 Penalty: 40192.906250
Iteration 110F: 19 clusters Score -9.886229e+07 nChanged 0
Entering ConstructFrom: 
Score: -98862288.000000 Penalty: 40192.906250
Entering ConstructFrom: 
Trying to split cluster 1 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -276655.718750 Penalty: 1274.306519
	Iteration 0F: 2 clusters Score -276655.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -274217.937500 Penalty: 2548.613037
	Iteration 0F: 3 clusters Score -274217.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -274803.531250 Penalty: 2548.613037
	Iteration 1F: 3 clusters Score -274803.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274936.281250 Penalty: 2548.613037
	Iteration 2F: 3 clusters Score -274936.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -275032.750000 Penalty: 2548.613037
	Iteration 3F: 3 clusters Score -275032.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -275096.968750 Penalty: 2548.613037
	Iteration 4Q: 3 clusters Score -275097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -275168.781250 Penalty: 2548.613037
	Iteration 5Q: 3 clusters Score -275168.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -275228.625000 Penalty: 2548.613037
	Iteration 6Q: 3 clusters Score -275228.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -275275.750000 Penalty: 2548.613037
	Iteration 7Q: 3 clusters Score -275275.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -275312.687500 Penalty: 2548.613037
	Iteration 8Q: 3 clusters Score -275312.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -275341.812500 Penalty: 2548.613037
	Iteration 9Q: 3 clusters Score -275341.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -275363.312500 Penalty: 2548.613037
	Iteration 10Q: 3 clusters Score -275363.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -275385.687500 Penalty: 2548.613037
	Iteration 11Q: 3 clusters Score -275385.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -275399.937500 Penalty: 2548.613037
	Iteration 12Q: 3 clusters Score -275399.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -275413.500000 Penalty: 2548.613037
	Iteration 13Q: 3 clusters Score -275413.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -275423.968750 Penalty: 2548.613037
	Iteration 14Q: 3 clusters Score -275424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -275431.406250 Penalty: 2548.613037
	Iteration 15Q: 3 clusters Score -275431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -275436.093750 Penalty: 2548.613037
	Iteration 16Q: 3 clusters Score -275436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -275439.625000 Penalty: 2548.613037
	Iteration 17Q: 3 clusters Score -275439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -275443.281250 Penalty: 2548.613037
	Iteration 18Q: 3 clusters Score -275443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -275448.250000 Penalty: 2548.613037
	Iteration 19Q: 3 clusters Score -275448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -275451.531250 Penalty: 2548.613037
	Iteration 20F: 3 clusters Score -275451.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -275455.062500 Penalty: 2548.613037
	Iteration 21Q: 3 clusters Score -275455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -275458.656250 Penalty: 2548.613037
	Iteration 22Q: 3 clusters Score -275458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -275464.156250 Penalty: 2548.613037
	Iteration 23Q: 3 clusters Score -275464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -275470.437500 Penalty: 2548.613037
	Iteration 24Q: 3 clusters Score -275470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -275475.468750 Penalty: 2548.613037
	Iteration 25Q: 3 clusters Score -275475.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -275484.593750 Penalty: 2548.613037
	Iteration 26Q: 3 clusters Score -275484.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -275489.281250 Penalty: 2548.613037
	Iteration 27Q: 3 clusters Score -275489.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -275493.218750 Penalty: 2548.613037
	Iteration 28Q: 3 clusters Score -275493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -275496.312500 Penalty: 2548.613037
	Iteration 29Q: 3 clusters Score -275496.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -275501.687500 Penalty: 2548.613037
	Iteration 30Q: 3 clusters Score -275501.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -275506.750000 Penalty: 2548.613037
	Iteration 31Q: 3 clusters Score -275506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -275510.031250 Penalty: 2548.613037
	Iteration 32Q: 3 clusters Score -275510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -275513.156250 Penalty: 2548.613037
	Iteration 33Q: 3 clusters Score -275513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -275516.625000 Penalty: 2548.613037
	Iteration 34Q: 3 clusters Score -275516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -275521.125000 Penalty: 2548.613037
	Iteration 35Q: 3 clusters Score -275521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -275525.437500 Penalty: 2548.613037
	Iteration 36Q: 3 clusters Score -275525.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -275530.093750 Penalty: 2548.613037
	Iteration 37Q: 3 clusters Score -275530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -275533.375000 Penalty: 2548.613037
	Iteration 38Q: 3 clusters Score -275533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -275537.031250 Penalty: 2548.613037
	Iteration 39Q: 3 clusters Score -275537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -275541.500000 Penalty: 2548.613037
	Iteration 40F: 3 clusters Score -275541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -275545.687500 Penalty: 2548.613037
	Iteration 41Q: 3 clusters Score -275545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -275548.562500 Penalty: 2548.613037
	Iteration 42Q: 3 clusters Score -275548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -275551.406250 Penalty: 2548.613037
	Iteration 43Q: 3 clusters Score -275551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -275556.218750 Penalty: 2548.613037
	Iteration 44Q: 3 clusters Score -275556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -275563.750000 Penalty: 2548.613037
	Iteration 45Q: 3 clusters Score -275563.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -275569.687500 Penalty: 2548.613037
	Iteration 46Q: 3 clusters Score -275569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -275574.250000 Penalty: 2548.613037
	Iteration 47Q: 3 clusters Score -275574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -275578.375000 Penalty: 2548.613037
	Iteration 48Q: 3 clusters Score -275578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -275585.437500 Penalty: 2548.613037
	Iteration 49Q: 3 clusters Score -275585.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -275592.093750 Penalty: 2548.613037
	Iteration 50Q: 3 clusters Score -275592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -275600.187500 Penalty: 2548.613037
	Iteration 51Q: 3 clusters Score -275600.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -275609.718750 Penalty: 2548.613037
	Iteration 52Q: 3 clusters Score -275609.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -275615.843750 Penalty: 2548.613037
	Iteration 53Q: 3 clusters Score -275615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -275621.281250 Penalty: 2548.613037
	Iteration 54Q: 3 clusters Score -275621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -275626.781250 Penalty: 2548.613037
	Iteration 55Q: 3 clusters Score -275626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -275632.468750 Penalty: 2548.613037
	Iteration 56Q: 3 clusters Score -275632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -275639.593750 Penalty: 2548.613037
	Iteration 57Q: 3 clusters Score -275639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -275644.187500 Penalty: 2548.613037
	Iteration 58Q: 3 clusters Score -275644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -275649.093750 Penalty: 2548.613037
	Iteration 59Q: 3 clusters Score -275649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -275652.093750 Penalty: 2548.613037
	Iteration 60F: 3 clusters Score -275652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -275654.031250 Penalty: 2548.613037
	Iteration 61Q: 3 clusters Score -275654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -275655.843750 Penalty: 2548.613037
	Iteration 62Q: 3 clusters Score -275655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -275656.281250 Penalty: 2548.613037
	Iteration 63Q: 3 clusters Score -275656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -275657.062500 Penalty: 2548.613037
	Iteration 64Q: 3 clusters Score -275657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -275657.250000 Penalty: 2548.613037
	Iteration 65Q: 3 clusters Score -275657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -275657.250000 Penalty: 2548.613037
	Iteration 66F: 3 clusters Score -275657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -350133.656250 Penalty: 1312.686035
	Iteration 0F: 2 clusters Score -350133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -347342.281250 Penalty: 2625.372070
	Iteration 0F: 3 clusters Score -347342.3 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -348118.656250 Penalty: 2625.372070
	Iteration 1F: 3 clusters Score -348118.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -348290.562500 Penalty: 2625.372070
	Iteration 2F: 3 clusters Score -348290.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -348399.687500 Penalty: 2625.372070
	Iteration 3Q: 3 clusters Score -348399.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -348471.187500 Penalty: 2625.372070
	Iteration 4Q: 3 clusters Score -348471.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -348526.562500 Penalty: 2625.372070
	Iteration 5Q: 3 clusters Score -348526.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -348575.562500 Penalty: 2625.372070
	Iteration 6Q: 3 clusters Score -348575.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348618.000000 Penalty: 2625.372070
	Iteration 7Q: 3 clusters Score -348618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -348659.187500 Penalty: 2625.372070
	Iteration 8Q: 3 clusters Score -348659.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -348712.312500 Penalty: 2625.372070
	Iteration 9Q: 3 clusters Score -348712.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -348761.906250 Penalty: 2625.372070
	Iteration 10Q: 3 clusters Score -348761.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -348798.093750 Penalty: 2625.372070
	Iteration 11Q: 3 clusters Score -348798.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -348830.593750 Penalty: 2625.372070
	Iteration 12Q: 3 clusters Score -348830.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -348860.843750 Penalty: 2625.372070
	Iteration 13Q: 3 clusters Score -348860.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -348894.437500 Penalty: 2625.372070
	Iteration 14Q: 3 clusters Score -348894.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -348933.031250 Penalty: 2625.372070
	Iteration 15Q: 3 clusters Score -348933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -348971.187500 Penalty: 2625.372070
	Iteration 16Q: 3 clusters Score -348971.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -349013.093750 Penalty: 2625.372070
	Iteration 17Q: 3 clusters Score -349013.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -349051.781250 Penalty: 2625.372070
	Iteration 18Q: 3 clusters Score -349051.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -349090.343750 Penalty: 2625.372070
	Iteration 19Q: 3 clusters Score -349090.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -349128.875000 Penalty: 2625.372070
	Iteration 20F: 3 clusters Score -349128.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -349165.500000 Penalty: 2625.372070
	Iteration 21Q: 3 clusters Score -349165.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -349184.968750 Penalty: 2625.372070
	Iteration 22Q: 3 clusters Score -349185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -349204.000000 Penalty: 2625.372070
	Iteration 23Q: 3 clusters Score -349204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -349224.468750 Penalty: 2625.372070
	Iteration 24Q: 3 clusters Score -349224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -349244.437500 Penalty: 2625.372070
	Iteration 25Q: 3 clusters Score -349244.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -349255.593750 Penalty: 2625.372070
	Iteration 26Q: 3 clusters Score -349255.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -349265.093750 Penalty: 2625.372070
	Iteration 27Q: 3 clusters Score -349265.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -349271.562500 Penalty: 2625.372070
	Iteration 28Q: 3 clusters Score -349271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -349275.843750 Penalty: 2625.372070
	Iteration 29Q: 3 clusters Score -349275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -349282.625000 Penalty: 2625.372070
	Iteration 30Q: 3 clusters Score -349282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -349284.625000 Penalty: 2625.372070
	Iteration 31Q: 3 clusters Score -349284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -349286.562500 Penalty: 2625.372070
	Iteration 32Q: 3 clusters Score -349286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -349287.718750 Penalty: 2625.372070
	Iteration 33Q: 3 clusters Score -349287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -349289.750000 Penalty: 2625.372070
	Iteration 34Q: 3 clusters Score -349289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -349290.343750 Penalty: 2625.372070
	Iteration 35Q: 3 clusters Score -349290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -349290.312500 Penalty: 2625.372070
	Iteration 36Q: 3 clusters Score -349290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -349291.718750 Penalty: 2625.372070
	Iteration 37Q: 3 clusters Score -349291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -349292.375000 Penalty: 2625.372070
	Iteration 38Q: 3 clusters Score -349292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -349293.062500 Penalty: 2625.372070
	Iteration 39Q: 3 clusters Score -349293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -349294.906250 Penalty: 2625.372070
	Iteration 40F: 3 clusters Score -349294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -349295.625000 Penalty: 2625.372070
	Iteration 41Q: 3 clusters Score -349295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -349296.281250 Penalty: 2625.372070
	Iteration 42Q: 3 clusters Score -349296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -349296.531250 Penalty: 2625.372070
	Iteration 43Q: 3 clusters Score -349296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -349296.531250 Penalty: 2625.372070
	Iteration 44F: 3 clusters Score -349296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (124837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Entering Unmasked Estep 
Score: -13692472.000000 Penalty: 1906.899170
	Iteration 0F: 2 clusters Score -1.369247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -13608903.000000 Penalty: 3813.798340
	Iteration 0F: 3 clusters Score -1.36089e+07 nChanged 59841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -13644370.000000 Penalty: 3813.798340
	Iteration 1F: 3 clusters Score -1.364437e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -13646376.000000 Penalty: 3813.798340
	Iteration 2Q: 3 clusters Score -1.364638e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -13650067.000000 Penalty: 3813.798340
	Iteration 3F: 3 clusters Score -1.365007e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -13657432.000000 Penalty: 3813.798340
	Iteration 4F: 3 clusters Score -1.365743e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -13668712.000000 Penalty: 3813.798340
	Iteration 5F: 3 clusters Score -1.366871e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -13680315.000000 Penalty: 3813.798340
	Iteration 6F: 3 clusters Score -1.368032e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -13687064.000000 Penalty: 3813.798340
	Iteration 7F: 3 clusters Score -1.368706e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -13689780.000000 Penalty: 3813.798340
	Iteration 8Q: 3 clusters Score -1.368978e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119755 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -13690681.000000 Penalty: 3813.798340
	Iteration 9Q: 3 clusters Score -1.369068e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -13691048.000000 Penalty: 3813.798340
	Iteration 10Q: 3 clusters Score -1.369105e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -13691336.000000 Penalty: 3813.798340
	Iteration 11Q: 3 clusters Score -1.369134e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120716 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -13691503.000000 Penalty: 3813.798340
	Iteration 12Q: 3 clusters Score -1.36915e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -13691553.000000 Penalty: 3813.798340
	Iteration 13Q: 3 clusters Score -1.369155e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -13691593.000000 Penalty: 3813.798340
	Iteration 14Q: 3 clusters Score -1.369159e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120967 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -13691681.000000 Penalty: 3813.798340
	Iteration 15Q: 3 clusters Score -1.369168e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -13691689.000000 Penalty: 3813.798340
	Iteration 16Q: 3 clusters Score -1.369169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -13691703.000000 Penalty: 3813.798340
	Iteration 17Q: 3 clusters Score -1.36917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -13691704.000000 Penalty: 3813.798340
	Iteration 18Q: 3 clusters Score -1.36917e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -13691730.000000 Penalty: 3813.798340
	Iteration 19Q: 3 clusters Score -1.369173e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121156 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -13691710.000000 Penalty: 3813.798340
	Iteration 20F: 3 clusters Score -1.369171e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -13691731.000000 Penalty: 3813.798340
	Iteration 21Q: 3 clusters Score -1.369173e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121223 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -13691739.000000 Penalty: 3813.798340
	Iteration 22Q: 3 clusters Score -1.369174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -13691747.000000 Penalty: 3813.798340
	Iteration 23Q: 3 clusters Score -1.369175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13691754.000000 Penalty: 3813.798340
	Iteration 24Q: 3 clusters Score -1.369175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -13691751.000000 Penalty: 3813.798340
	Iteration 25Q: 3 clusters Score -1.369175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -13691747.000000 Penalty: 3813.798340
	Iteration 26Q: 3 clusters Score -1.369175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -13691756.000000 Penalty: 3813.798340
	Iteration 27Q: 3 clusters Score -1.369176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13691756.000000 Penalty: 3813.798340
	Iteration 28Q: 3 clusters Score -1.369176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121418 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -13691761.000000 Penalty: 3813.798340
	Iteration 29Q: 3 clusters Score -1.369176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121437 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -13691766.000000 Penalty: 3813.798340
	Iteration 30Q: 3 clusters Score -1.369177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -13691777.000000 Penalty: 3813.798340
	Iteration 31Q: 3 clusters Score -1.369178e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121494 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -13691767.000000 Penalty: 3813.798340
	Iteration 32Q: 3 clusters Score -1.369177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -13691750.000000 Penalty: 3813.798340
	Iteration 33Q: 3 clusters Score -1.369175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121550 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -13691796.000000 Penalty: 3813.798340
	Iteration 34Q: 3 clusters Score -1.36918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121579 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -13691780.000000 Penalty: 3813.798340
	Iteration 35Q: 3 clusters Score -1.369178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121597 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -13691783.000000 Penalty: 3813.798340
	Iteration 36Q: 3 clusters Score -1.369178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -13691797.000000 Penalty: 3813.798340
	Iteration 37Q: 3 clusters Score -1.36918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -13691802.000000 Penalty: 3813.798340
	Iteration 38Q: 3 clusters Score -1.36918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13691811.000000 Penalty: 3813.798340
	Iteration 39Q: 3 clusters Score -1.369181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -13691791.000000 Penalty: 3813.798340
	Iteration 40F: 3 clusters Score -1.369179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121680 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13691800.000000 Penalty: 3813.798340
	Iteration 41Q: 3 clusters Score -1.36918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -13691790.000000 Penalty: 3813.798340
	Iteration 42Q: 3 clusters Score -1.369179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -13691795.000000 Penalty: 3813.798340
	Iteration 43Q: 3 clusters Score -1.36918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13691800.000000 Penalty: 3813.798340
	Iteration 44Q: 3 clusters Score -1.36918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121698 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -13691797.000000 Penalty: 3813.798340
	Iteration 45Q: 3 clusters Score -1.36918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13691799.000000 Penalty: 3813.798340
	Iteration 46Q: 3 clusters Score -1.36918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -13691793.000000 Penalty: 3813.798340
	Iteration 47Q: 3 clusters Score -1.369179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -13691793.000000 Penalty: 3813.798340
	Iteration 48Q: 3 clusters Score -1.369179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -13691790.000000 Penalty: 3813.798340
	Iteration 49Q: 3 clusters Score -1.369179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121715 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -13691791.000000 Penalty: 3813.798340
	Iteration 50Q: 3 clusters Score -1.369179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121719 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -13691792.000000 Penalty: 3813.798340
	Iteration 51Q: 3 clusters Score -1.369179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -13691786.000000 Penalty: 3813.798340
	Iteration 52Q: 3 clusters Score -1.369179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121725 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13691789.000000 Penalty: 3813.798340
	Iteration 53Q: 3 clusters Score -1.369179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121731 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13691787.000000 Penalty: 3813.798340
	Iteration 54Q: 3 clusters Score -1.369179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121744 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13691794.000000 Penalty: 3813.798340
	Iteration 55Q: 3 clusters Score -1.369179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13691789.000000 Penalty: 3813.798340
	Iteration 56Q: 3 clusters Score -1.369179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -13691784.000000 Penalty: 3813.798340
	Iteration 57Q: 3 clusters Score -1.369178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13691780.000000 Penalty: 3813.798340
	Iteration 58Q: 3 clusters Score -1.369178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121768 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -13691776.000000 Penalty: 3813.798340
	Iteration 59Q: 3 clusters Score -1.369178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -13691776.000000 Penalty: 3813.798340
	Iteration 60F: 3 clusters Score -1.369178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -13691778.000000 Penalty: 3813.798340
	Iteration 61Q: 3 clusters Score -1.369178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13691781.000000 Penalty: 3813.798340
	Iteration 62Q: 3 clusters Score -1.369178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13691781.000000 Penalty: 3813.798340
	Iteration 63F: 3 clusters Score -1.369178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Entering Unmasked Estep 
Score: -17655210.000000 Penalty: 1950.415039
	Iteration 0F: 2 clusters Score -1.765521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -17548642.000000 Penalty: 3900.830078
	Iteration 0F: 3 clusters Score -1.754864e+07 nChanged 78441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -17595426.000000 Penalty: 3900.830078
	Iteration 1F: 3 clusters Score -1.759543e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -17597130.000000 Penalty: 3900.830078
	Iteration 2Q: 3 clusters Score -1.759713e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -17599194.000000 Penalty: 3900.830078
	Iteration 3Q: 3 clusters Score -1.759919e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -17602084.000000 Penalty: 3900.830078
	Iteration 4Q: 3 clusters Score -1.760208e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -17606176.000000 Penalty: 3900.830078
	Iteration 5Q: 3 clusters Score -1.760618e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -17611540.000000 Penalty: 3900.830078
	Iteration 6F: 3 clusters Score -1.761154e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -17618190.000000 Penalty: 3900.830078
	Iteration 7F: 3 clusters Score -1.761819e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -17625364.000000 Penalty: 3900.830078
	Iteration 8F: 3 clusters Score -1.762536e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -17630798.000000 Penalty: 3900.830078
	Iteration 9F: 3 clusters Score -1.76308e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -17633716.000000 Penalty: 3900.830078
	Iteration 10Q: 3 clusters Score -1.763372e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -17634972.000000 Penalty: 3900.830078
	Iteration 11Q: 3 clusters Score -1.763497e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -17635994.000000 Penalty: 3900.830078
	Iteration 12Q: 3 clusters Score -1.763599e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -17636978.000000 Penalty: 3900.830078
	Iteration 13Q: 3 clusters Score -1.763698e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -17637934.000000 Penalty: 3900.830078
	Iteration 14Q: 3 clusters Score -1.763793e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -17638864.000000 Penalty: 3900.830078
	Iteration 15Q: 3 clusters Score -1.763886e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -17639648.000000 Penalty: 3900.830078
	Iteration 16Q: 3 clusters Score -1.763965e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -17640560.000000 Penalty: 3900.830078
	Iteration 17Q: 3 clusters Score -1.764056e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -17641236.000000 Penalty: 3900.830078
	Iteration 18Q: 3 clusters Score -1.764124e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -17642016.000000 Penalty: 3900.830078
	Iteration 19Q: 3 clusters Score -1.764202e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -17642624.000000 Penalty: 3900.830078
	Iteration 20F: 3 clusters Score -1.764262e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 109579 members 
Entering Unmasked Estep 
Score: -17643022.000000 Penalty: 3900.830078
	Iteration 21Q: 3 clusters Score -1.764302e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -17643324.000000 Penalty: 3900.830078
	Iteration 22Q: 3 clusters Score -1.764332e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 111417 members 
Entering Unmasked Estep 
Score: -17643708.000000 Penalty: 3900.830078
	Iteration 23Q: 3 clusters Score -1.764371e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -17643986.000000 Penalty: 3900.830078
	Iteration 24Q: 3 clusters Score -1.764399e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -17644296.000000 Penalty: 3900.830078
	Iteration 25Q: 3 clusters Score -1.76443e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -17644436.000000 Penalty: 3900.830078
	Iteration 26Q: 3 clusters Score -1.764444e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -17644630.000000 Penalty: 3900.830078
	Iteration 27Q: 3 clusters Score -1.764463e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -17644716.000000 Penalty: 3900.830078
	Iteration 28Q: 3 clusters Score -1.764472e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -17644846.000000 Penalty: 3900.830078
	Iteration 29Q: 3 clusters Score -1.764485e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -17644926.000000 Penalty: 3900.830078
	Iteration 30Q: 3 clusters Score -1.764493e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -17645006.000000 Penalty: 3900.830078
	Iteration 31Q: 3 clusters Score -1.764501e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
Score: -17645134.000000 Penalty: 3900.830078
	Iteration 32Q: 3 clusters Score -1.764513e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -17645186.000000 Penalty: 3900.830078
	Iteration 33Q: 3 clusters Score -1.764519e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 121803 members 
Entering Unmasked Estep 
Score: -17645322.000000 Penalty: 3900.830078
	Iteration 34Q: 3 clusters Score -1.764532e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -17645456.000000 Penalty: 3900.830078
	Iteration 35Q: 3 clusters Score -1.764546e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -17645674.000000 Penalty: 3900.830078
	Iteration 36Q: 3 clusters Score -1.764567e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -17645814.000000 Penalty: 3900.830078
	Iteration 37Q: 3 clusters Score -1.764581e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -17645972.000000 Penalty: 3900.830078
	Iteration 38Q: 3 clusters Score -1.764597e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -17646314.000000 Penalty: 3900.830078
	Iteration 39Q: 3 clusters Score -1.764631e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 128634 members 
Entering Unmasked Estep 
Score: -17646540.000000 Penalty: 3900.830078
	Iteration 40F: 3 clusters Score -1.764654e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -17646834.000000 Penalty: 3900.830078
	Iteration 41Q: 3 clusters Score -1.764683e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -17647064.000000 Penalty: 3900.830078
	Iteration 42Q: 3 clusters Score -1.764706e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -17647362.000000 Penalty: 3900.830078
	Iteration 43Q: 3 clusters Score -1.764736e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 133611 members 
Entering Unmasked Estep 
Score: -17647648.000000 Penalty: 3900.830078
	Iteration 44Q: 3 clusters Score -1.764765e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 134948 members 
Entering Unmasked Estep 
Score: -17647930.000000 Penalty: 3900.830078
	Iteration 45Q: 3 clusters Score -1.764793e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -17648268.000000 Penalty: 3900.830078
	Iteration 46Q: 3 clusters Score -1.764827e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -17648608.000000 Penalty: 3900.830078
	Iteration 47Q: 3 clusters Score -1.764861e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -17648868.000000 Penalty: 3900.830078
	Iteration 48Q: 3 clusters Score -1.764887e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -17649144.000000 Penalty: 3900.830078
	Iteration 49Q: 3 clusters Score -1.764914e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -17649400.000000 Penalty: 3900.830078
	Iteration 50Q: 3 clusters Score -1.76494e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -17649584.000000 Penalty: 3900.830078
	Iteration 51Q: 3 clusters Score -1.764958e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -17649784.000000 Penalty: 3900.830078
	Iteration 52Q: 3 clusters Score -1.764978e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -17650084.000000 Penalty: 3900.830078
	Iteration 53Q: 3 clusters Score -1.765008e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 146565 members 
Entering Unmasked Estep 
Score: -17650302.000000 Penalty: 3900.830078
	Iteration 54Q: 3 clusters Score -1.76503e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -17650534.000000 Penalty: 3900.830078
	Iteration 55Q: 3 clusters Score -1.765053e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -17650766.000000 Penalty: 3900.830078
	Iteration 56Q: 3 clusters Score -1.765077e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -17651018.000000 Penalty: 3900.830078
	Iteration 57Q: 3 clusters Score -1.765102e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -17651264.000000 Penalty: 3900.830078
	Iteration 58Q: 3 clusters Score -1.765126e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 151855 members 
Entering Unmasked Estep 
Score: -17651476.000000 Penalty: 3900.830078
	Iteration 59Q: 3 clusters Score -1.765148e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -17651616.000000 Penalty: 3900.830078
	Iteration 60F: 3 clusters Score -1.765162e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 153539 members 
Entering Unmasked Estep 
Score: -17651814.000000 Penalty: 3900.830078
	Iteration 61Q: 3 clusters Score -1.765181e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -17652048.000000 Penalty: 3900.830078
	Iteration 62Q: 3 clusters Score -1.765205e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -17652254.000000 Penalty: 3900.830078
	Iteration 63Q: 3 clusters Score -1.765225e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 155807 members 
Entering Unmasked Estep 
Score: -17652338.000000 Penalty: 3900.830078
	Iteration 64Q: 3 clusters Score -1.765234e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 156418 members 
Entering Unmasked Estep 
Score: -17652440.000000 Penalty: 3900.830078
	Iteration 65Q: 3 clusters Score -1.765244e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -17652594.000000 Penalty: 3900.830078
	Iteration 66Q: 3 clusters Score -1.765259e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -17652696.000000 Penalty: 3900.830078
	Iteration 67Q: 3 clusters Score -1.76527e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -17652792.000000 Penalty: 3900.830078
	Iteration 68Q: 3 clusters Score -1.765279e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -17652874.000000 Penalty: 3900.830078
	Iteration 69Q: 3 clusters Score -1.765287e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 158614 members 
Entering Unmasked Estep 
Score: -17652980.000000 Penalty: 3900.830078
	Iteration 70Q: 3 clusters Score -1.765298e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -17653072.000000 Penalty: 3900.830078
	Iteration 71Q: 3 clusters Score -1.765307e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -17653160.000000 Penalty: 3900.830078
	Iteration 72Q: 3 clusters Score -1.765316e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -17653260.000000 Penalty: 3900.830078
	Iteration 73Q: 3 clusters Score -1.765326e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -17653268.000000 Penalty: 3900.830078
	Iteration 74Q: 3 clusters Score -1.765327e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -17653290.000000 Penalty: 3900.830078
	Iteration 75Q: 3 clusters Score -1.765329e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -17653282.000000 Penalty: 3900.830078
	Iteration 76Q: 3 clusters Score -1.765328e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -17653304.000000 Penalty: 3900.830078
	Iteration 77Q: 3 clusters Score -1.76533e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 160394 members 
Entering Unmasked Estep 
Score: -17653320.000000 Penalty: 3900.830078
	Iteration 78Q: 3 clusters Score -1.765332e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -17653358.000000 Penalty: 3900.830078
	Iteration 79Q: 3 clusters Score -1.765336e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -17653364.000000 Penalty: 3900.830078
	Iteration 80F: 3 clusters Score -1.765336e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -17653382.000000 Penalty: 3900.830078
	Iteration 81Q: 3 clusters Score -1.765338e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 160886 members 
Entering Unmasked Estep 
Score: -17653454.000000 Penalty: 3900.830078
	Iteration 82Q: 3 clusters Score -1.765345e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 160988 members 
Entering Unmasked Estep 
Score: -17653480.000000 Penalty: 3900.830078
	Iteration 83Q: 3 clusters Score -1.765348e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -17653484.000000 Penalty: 3900.830078
	Iteration 84Q: 3 clusters Score -1.765348e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -17653492.000000 Penalty: 3900.830078
	Iteration 85Q: 3 clusters Score -1.765349e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 161248 members 
Entering Unmasked Estep 
Score: -17653496.000000 Penalty: 3900.830078
	Iteration 86Q: 3 clusters Score -1.76535e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -17653504.000000 Penalty: 3900.830078
	Iteration 87Q: 3 clusters Score -1.76535e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -17653506.000000 Penalty: 3900.830078
	Iteration 88Q: 3 clusters Score -1.765351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -17653526.000000 Penalty: 3900.830078
	Iteration 89Q: 3 clusters Score -1.765353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 161463 members 
Entering Unmasked Estep 
Score: -17653520.000000 Penalty: 3900.830078
	Iteration 90Q: 3 clusters Score -1.765352e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 161517 members 
Entering Unmasked Estep 
Score: -17653520.000000 Penalty: 3900.830078
	Iteration 91Q: 3 clusters Score -1.765352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 161554 members 
Entering Unmasked Estep 
Score: -17653538.000000 Penalty: 3900.830078
	Iteration 92Q: 3 clusters Score -1.765354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -17653544.000000 Penalty: 3900.830078
	Iteration 93Q: 3 clusters Score -1.765354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 161605 members 
Entering Unmasked Estep 
Score: -17653554.000000 Penalty: 3900.830078
	Iteration 94Q: 3 clusters Score -1.765355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -17653532.000000 Penalty: 3900.830078
	Iteration 95Q: 3 clusters Score -1.765353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -17653544.000000 Penalty: 3900.830078
	Iteration 96Q: 3 clusters Score -1.765354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 161688 members 
Entering Unmasked Estep 
Score: -17653556.000000 Penalty: 3900.830078
	Iteration 97Q: 3 clusters Score -1.765356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -17653568.000000 Penalty: 3900.830078
	Iteration 98Q: 3 clusters Score -1.765357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -17653582.000000 Penalty: 3900.830078
	Iteration 99Q: 3 clusters Score -1.765358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 161768 members 
Entering Unmasked Estep 
Score: -17653594.000000 Penalty: 3900.830078
	Iteration 100F: 3 clusters Score -1.765359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 161797 members 
Entering Unmasked Estep 
Score: -17653598.000000 Penalty: 3900.830078
	Iteration 101Q: 3 clusters Score -1.76536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -17653590.000000 Penalty: 3900.830078
	Iteration 102Q: 3 clusters Score -1.765359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 161847 members 
Entering Unmasked Estep 
Score: -17653588.000000 Penalty: 3900.830078
	Iteration 103Q: 3 clusters Score -1.765359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -17653588.000000 Penalty: 3900.830078
	Iteration 104Q: 3 clusters Score -1.765359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -17653608.000000 Penalty: 3900.830078
	Iteration 105Q: 3 clusters Score -1.765361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 161893 members 
Entering Unmasked Estep 
Score: -17653604.000000 Penalty: 3900.830078
	Iteration 106Q: 3 clusters Score -1.76536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -17653588.000000 Penalty: 3900.830078
	Iteration 107Q: 3 clusters Score -1.765359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -17653584.000000 Penalty: 3900.830078
	Iteration 108Q: 3 clusters Score -1.765358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 161942 members 
Entering Unmasked Estep 
Score: -17653602.000000 Penalty: 3900.830078
	Iteration 109Q: 3 clusters Score -1.76536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 161955 members 
Entering Unmasked Estep 
Score: -17653604.000000 Penalty: 3900.830078
	Iteration 110Q: 3 clusters Score -1.76536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -17653596.000000 Penalty: 3900.830078
	Iteration 111Q: 3 clusters Score -1.76536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -17653590.000000 Penalty: 3900.830078
	Iteration 112Q: 3 clusters Score -1.765359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -17653598.000000 Penalty: 3900.830078
	Iteration 113Q: 3 clusters Score -1.76536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -17653606.000000 Penalty: 3900.830078
	Iteration 114Q: 3 clusters Score -1.765361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 162005 members 
Entering Unmasked Estep 
Score: -17653618.000000 Penalty: 3900.830078
	Iteration 115Q: 3 clusters Score -1.765362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -17653608.000000 Penalty: 3900.830078
	Iteration 116Q: 3 clusters Score -1.765361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -17653616.000000 Penalty: 3900.830078
	Iteration 117Q: 3 clusters Score -1.765362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -17653626.000000 Penalty: 3900.830078
	Iteration 118Q: 3 clusters Score -1.765363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -17653638.000000 Penalty: 3900.830078
	Iteration 119Q: 3 clusters Score -1.765364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -17653648.000000 Penalty: 3900.830078
	Iteration 120F: 3 clusters Score -1.765365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -17653650.000000 Penalty: 3900.830078
	Iteration 121Q: 3 clusters Score -1.765365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -17653654.000000 Penalty: 3900.830078
	Iteration 122Q: 3 clusters Score -1.765365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -17653658.000000 Penalty: 3900.830078
	Iteration 123Q: 3 clusters Score -1.765366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -17653656.000000 Penalty: 3900.830078
	Iteration 124Q: 3 clusters Score -1.765366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -17653648.000000 Penalty: 3900.830078
	Iteration 125Q: 3 clusters Score -1.765365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -17653654.000000 Penalty: 3900.830078
	Iteration 126Q: 3 clusters Score -1.765365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -17653656.000000 Penalty: 3900.830078
	Iteration 127Q: 3 clusters Score -1.765366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
Score: -17653664.000000 Penalty: 3900.830078
	Iteration 128Q: 3 clusters Score -1.765366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 162091 members 
Entering Unmasked Estep 
Score: -17653658.000000 Penalty: 3900.830078
	Iteration 129Q: 3 clusters Score -1.765366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 162093 members 
Entering Unmasked Estep 
Score: -17653660.000000 Penalty: 3900.830078
	Iteration 130Q: 3 clusters Score -1.765366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 162099 members 
Entering Unmasked Estep 
Score: -17653674.000000 Penalty: 3900.830078
	Iteration 131Q: 3 clusters Score -1.765367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 162100 members 
Entering Unmasked Estep 
Score: -17653676.000000 Penalty: 3900.830078
	Iteration 132Q: 3 clusters Score -1.765368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 162099 members 
Entering Unmasked Estep 
Score: -17653680.000000 Penalty: 3900.830078
	Iteration 133Q: 3 clusters Score -1.765368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 162100 members 
Entering Unmasked Estep 
Score: -17653674.000000 Penalty: 3900.830078
	Iteration 134Q: 3 clusters Score -1.765367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -17653676.000000 Penalty: 3900.830078
	Iteration 135Q: 3 clusters Score -1.765368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 162103 members 
Entering Unmasked Estep 
Score: -17653672.000000 Penalty: 3900.830078
	Iteration 136Q: 3 clusters Score -1.765367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 162105 members 
Entering Unmasked Estep 
Score: -17653676.000000 Penalty: 3900.830078
	Iteration 137Q: 3 clusters Score -1.765368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -17653678.000000 Penalty: 3900.830078
	Iteration 138Q: 3 clusters Score -1.765368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -17653684.000000 Penalty: 3900.830078
	Iteration 139Q: 3 clusters Score -1.765368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 162108 members 
Entering Unmasked Estep 
Score: -17653676.000000 Penalty: 3900.830078
	Iteration 140F: 3 clusters Score -1.765368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Entering Unmasked Estep 
Score: -13372594.000000 Penalty: 1903.345947
	Iteration 0F: 2 clusters Score -1.337259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -13290844.000000 Penalty: 3806.691895
	Iteration 0F: 3 clusters Score -1.329084e+07 nChanged 58655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -13325542.000000 Penalty: 3806.691895
	Iteration 1F: 3 clusters Score -1.332554e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -13326662.000000 Penalty: 3806.691895
	Iteration 2Q: 3 clusters Score -1.332666e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -13328153.000000 Penalty: 3806.691895
	Iteration 3Q: 3 clusters Score -1.332815e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -13330353.000000 Penalty: 3806.691895
	Iteration 4Q: 3 clusters Score -1.333035e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -13333680.000000 Penalty: 3806.691895
	Iteration 5F: 3 clusters Score -1.333368e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -13338657.000000 Penalty: 3806.691895
	Iteration 6F: 3 clusters Score -1.333866e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -13345379.000000 Penalty: 3806.691895
	Iteration 7F: 3 clusters Score -1.334538e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -13351651.000000 Penalty: 3806.691895
	Iteration 8F: 3 clusters Score -1.335165e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -13355114.000000 Penalty: 3806.691895
	Iteration 9F: 3 clusters Score -1.335511e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -13356674.000000 Penalty: 3806.691895
	Iteration 10Q: 3 clusters Score -1.335667e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -13357645.000000 Penalty: 3806.691895
	Iteration 11Q: 3 clusters Score -1.335764e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -13358607.000000 Penalty: 3806.691895
	Iteration 12Q: 3 clusters Score -1.335861e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -13359659.000000 Penalty: 3806.691895
	Iteration 13Q: 3 clusters Score -1.335966e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -13360803.000000 Penalty: 3806.691895
	Iteration 14Q: 3 clusters Score -1.33608e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -13361868.000000 Penalty: 3806.691895
	Iteration 15Q: 3 clusters Score -1.336187e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -13362793.000000 Penalty: 3806.691895
	Iteration 16Q: 3 clusters Score -1.336279e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -13363616.000000 Penalty: 3806.691895
	Iteration 17Q: 3 clusters Score -1.336362e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -13364397.000000 Penalty: 3806.691895
	Iteration 18Q: 3 clusters Score -1.33644e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -13365111.000000 Penalty: 3806.691895
	Iteration 19Q: 3 clusters Score -1.336511e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -13365713.000000 Penalty: 3806.691895
	Iteration 20F: 3 clusters Score -1.336571e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -13366269.000000 Penalty: 3806.691895
	Iteration 21Q: 3 clusters Score -1.336627e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -13366793.000000 Penalty: 3806.691895
	Iteration 22Q: 3 clusters Score -1.336679e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -13367273.000000 Penalty: 3806.691895
	Iteration 23Q: 3 clusters Score -1.336727e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -13367746.000000 Penalty: 3806.691895
	Iteration 24Q: 3 clusters Score -1.336775e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -13368211.000000 Penalty: 3806.691895
	Iteration 25Q: 3 clusters Score -1.336821e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -13368647.000000 Penalty: 3806.691895
	Iteration 26Q: 3 clusters Score -1.336865e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -13369027.000000 Penalty: 3806.691895
	Iteration 27Q: 3 clusters Score -1.336903e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -13369325.000000 Penalty: 3806.691895
	Iteration 28Q: 3 clusters Score -1.336932e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -13369606.000000 Penalty: 3806.691895
	Iteration 29Q: 3 clusters Score -1.336961e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113915 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -13369846.000000 Penalty: 3806.691895
	Iteration 30Q: 3 clusters Score -1.336985e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -13370018.000000 Penalty: 3806.691895
	Iteration 31Q: 3 clusters Score -1.337002e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -13370205.000000 Penalty: 3806.691895
	Iteration 32Q: 3 clusters Score -1.33702e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -13370365.000000 Penalty: 3806.691895
	Iteration 33Q: 3 clusters Score -1.337036e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -13370514.000000 Penalty: 3806.691895
	Iteration 34Q: 3 clusters Score -1.337051e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -13370632.000000 Penalty: 3806.691895
	Iteration 35Q: 3 clusters Score -1.337063e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -13370682.000000 Penalty: 3806.691895
	Iteration 36Q: 3 clusters Score -1.337068e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116751 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -13370763.000000 Penalty: 3806.691895
	Iteration 37Q: 3 clusters Score -1.337076e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -13370852.000000 Penalty: 3806.691895
	Iteration 38Q: 3 clusters Score -1.337085e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -13370902.000000 Penalty: 3806.691895
	Iteration 39Q: 3 clusters Score -1.33709e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -13370937.000000 Penalty: 3806.691895
	Iteration 40F: 3 clusters Score -1.337094e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -13370983.000000 Penalty: 3806.691895
	Iteration 41Q: 3 clusters Score -1.337098e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -13371016.000000 Penalty: 3806.691895
	Iteration 42Q: 3 clusters Score -1.337102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -13371034.000000 Penalty: 3806.691895
	Iteration 43Q: 3 clusters Score -1.337103e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118023 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -13371090.000000 Penalty: 3806.691895
	Iteration 44Q: 3 clusters Score -1.337109e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -13371177.000000 Penalty: 3806.691895
	Iteration 45Q: 3 clusters Score -1.337118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -13371194.000000 Penalty: 3806.691895
	Iteration 46Q: 3 clusters Score -1.337119e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118358 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -13371211.000000 Penalty: 3806.691895
	Iteration 47Q: 3 clusters Score -1.337121e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -13371204.000000 Penalty: 3806.691895
	Iteration 48Q: 3 clusters Score -1.33712e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118511 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -13371227.000000 Penalty: 3806.691895
	Iteration 49Q: 3 clusters Score -1.337123e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -13371217.000000 Penalty: 3806.691895
	Iteration 50Q: 3 clusters Score -1.337122e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118645 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13371247.000000 Penalty: 3806.691895
	Iteration 51Q: 3 clusters Score -1.337125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -13371254.000000 Penalty: 3806.691895
	Iteration 52Q: 3 clusters Score -1.337125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -13371256.000000 Penalty: 3806.691895
	Iteration 53Q: 3 clusters Score -1.337126e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -13371261.000000 Penalty: 3806.691895
	Iteration 54Q: 3 clusters Score -1.337126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -13371271.000000 Penalty: 3806.691895
	Iteration 55Q: 3 clusters Score -1.337127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -13371280.000000 Penalty: 3806.691895
	Iteration 56Q: 3 clusters Score -1.337128e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -13371285.000000 Penalty: 3806.691895
	Iteration 57Q: 3 clusters Score -1.337128e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -13371281.000000 Penalty: 3806.691895
	Iteration 58Q: 3 clusters Score -1.337128e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13371298.000000 Penalty: 3806.691895
	Iteration 59Q: 3 clusters Score -1.33713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -13371300.000000 Penalty: 3806.691895
	Iteration 60F: 3 clusters Score -1.33713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119054 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -13371305.000000 Penalty: 3806.691895
	Iteration 61Q: 3 clusters Score -1.33713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -13371301.000000 Penalty: 3806.691895
	Iteration 62Q: 3 clusters Score -1.33713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -13371307.000000 Penalty: 3806.691895
	Iteration 63Q: 3 clusters Score -1.337131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -13371307.000000 Penalty: 3806.691895
	Iteration 64Q: 3 clusters Score -1.337131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119127 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -13371314.000000 Penalty: 3806.691895
	Iteration 65Q: 3 clusters Score -1.337131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -13371312.000000 Penalty: 3806.691895
	Iteration 66Q: 3 clusters Score -1.337131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13371319.000000 Penalty: 3806.691895
	Iteration 67Q: 3 clusters Score -1.337132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -13371332.000000 Penalty: 3806.691895
	Iteration 68Q: 3 clusters Score -1.337133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -13371336.000000 Penalty: 3806.691895
	Iteration 69Q: 3 clusters Score -1.337134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -13371332.000000 Penalty: 3806.691895
	Iteration 70Q: 3 clusters Score -1.337133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119190 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -13371321.000000 Penalty: 3806.691895
	Iteration 71Q: 3 clusters Score -1.337132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -13371330.000000 Penalty: 3806.691895
	Iteration 72Q: 3 clusters Score -1.337133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13371317.000000 Penalty: 3806.691895
	Iteration 73Q: 3 clusters Score -1.337132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -13371311.000000 Penalty: 3806.691895
	Iteration 74Q: 3 clusters Score -1.337131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -13371322.000000 Penalty: 3806.691895
	Iteration 75Q: 3 clusters Score -1.337132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -13371331.000000 Penalty: 3806.691895
	Iteration 76Q: 3 clusters Score -1.337133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -13371325.000000 Penalty: 3806.691895
	Iteration 77Q: 3 clusters Score -1.337132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119243 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -13371328.000000 Penalty: 3806.691895
	Iteration 78Q: 3 clusters Score -1.337133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119244 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -13371329.000000 Penalty: 3806.691895
	Iteration 79Q: 3 clusters Score -1.337133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13371331.000000 Penalty: 3806.691895
	Iteration 80F: 3 clusters Score -1.337133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -13371325.000000 Penalty: 3806.691895
	Iteration 81Q: 3 clusters Score -1.337132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -13371325.000000 Penalty: 3806.691895
	Iteration 82Q: 3 clusters Score -1.337132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -13371325.000000 Penalty: 3806.691895
	Iteration 83F: 3 clusters Score -1.337132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Entering Unmasked Estep 
Score: -6142005.000000 Penalty: 1783.813232
	Iteration 0F: 2 clusters Score -6142005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -6102684.000000 Penalty: 3567.626465
	Iteration 0F: 3 clusters Score -6102684 nChanged 27751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -6118321.500000 Penalty: 3567.626465
	Iteration 1F: 3 clusters Score -6118322 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -6118889.000000 Penalty: 3567.626465
	Iteration 2Q: 3 clusters Score -6118889 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -6119653.500000 Penalty: 3567.626465
	Iteration 3Q: 3 clusters Score -6119654 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -6120940.500000 Penalty: 3567.626465
	Iteration 4Q: 3 clusters Score -6120940 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6123243.500000 Penalty: 3567.626465
	Iteration 5F: 3 clusters Score -6123244 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -6126995.500000 Penalty: 3567.626465
	Iteration 6F: 3 clusters Score -6126996 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -6132072.000000 Penalty: 3567.626465
	Iteration 7F: 3 clusters Score -6132072 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6136808.500000 Penalty: 3567.626465
	Iteration 8F: 3 clusters Score -6136808 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6139332.500000 Penalty: 3567.626465
	Iteration 9Q: 3 clusters Score -6139332 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6140230.000000 Penalty: 3567.626465
	Iteration 10Q: 3 clusters Score -6140230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6140512.000000 Penalty: 3567.626465
	Iteration 11Q: 3 clusters Score -6140512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6140662.000000 Penalty: 3567.626465
	Iteration 12Q: 3 clusters Score -6140662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6140755.500000 Penalty: 3567.626465
	Iteration 13Q: 3 clusters Score -6140756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6140799.000000 Penalty: 3567.626465
	Iteration 14Q: 3 clusters Score -6140799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6140825.000000 Penalty: 3567.626465
	Iteration 15Q: 3 clusters Score -6140825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6140854.000000 Penalty: 3567.626465
	Iteration 16Q: 3 clusters Score -6140854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6140859.500000 Penalty: 3567.626465
	Iteration 17Q: 3 clusters Score -6140860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6140871.000000 Penalty: 3567.626465
	Iteration 18Q: 3 clusters Score -6140871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6140879.500000 Penalty: 3567.626465
	Iteration 19Q: 3 clusters Score -6140880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6140882.000000 Penalty: 3567.626465
	Iteration 20F: 3 clusters Score -6140882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (184562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184562 members 
Entering Unmasked Estep 
Score: -19906144.000000 Penalty: 1970.432861
	Iteration 0F: 2 clusters Score -1.990614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -19790824.000000 Penalty: 3940.865723
	Iteration 0F: 3 clusters Score -1.979082e+07 nChanged 89199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -19843306.000000 Penalty: 3940.865723
	Iteration 1F: 3 clusters Score -1.984331e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -19844576.000000 Penalty: 3940.865723
	Iteration 2Q: 3 clusters Score -1.984458e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -19846674.000000 Penalty: 3940.865723
	Iteration 3Q: 3 clusters Score -1.984667e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108728 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -19850424.000000 Penalty: 3940.865723
	Iteration 4Q: 3 clusters Score -1.985042e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -19857158.000000 Penalty: 3940.865723
	Iteration 5F: 3 clusters Score -1.985716e+07 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -19866682.000000 Penalty: 3940.865723
	Iteration 6F: 3 clusters Score -1.986668e+07 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138832 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -19878568.000000 Penalty: 3940.865723
	Iteration 7F: 3 clusters Score -1.987857e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148338 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -19888972.000000 Penalty: 3940.865723
	Iteration 8F: 3 clusters Score -1.988897e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -19896402.000000 Penalty: 3940.865723
	Iteration 9Q: 3 clusters Score -1.98964e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -19901190.000000 Penalty: 3940.865723
	Iteration 10Q: 3 clusters Score -1.990119e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -19903616.000000 Penalty: 3940.865723
	Iteration 11Q: 3 clusters Score -1.990362e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -19904804.000000 Penalty: 3940.865723
	Iteration 12Q: 3 clusters Score -1.99048e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -19905596.000000 Penalty: 3940.865723
	Iteration 13Q: 3 clusters Score -1.99056e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -19906006.000000 Penalty: 3940.865723
	Iteration 14Q: 3 clusters Score -1.990601e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -19906058.000000 Penalty: 3940.865723
	Iteration 15Q: 3 clusters Score -1.990606e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -19906242.000000 Penalty: 3940.865723
	Iteration 16Q: 3 clusters Score -1.990624e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -19906232.000000 Penalty: 3940.865723
	Iteration 17Q: 3 clusters Score -1.990623e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -19906216.000000 Penalty: 3940.865723
	Iteration 18Q: 3 clusters Score -1.990622e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -19906218.000000 Penalty: 3940.865723
	Iteration 19Q: 3 clusters Score -1.990622e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -19906088.000000 Penalty: 3940.865723
	Iteration 20F: 3 clusters Score -1.990609e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -19906160.000000 Penalty: 3940.865723
	Iteration 21Q: 3 clusters Score -1.990616e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176860 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -19906160.000000 Penalty: 3940.865723
	Iteration 22Q: 3 clusters Score -1.990616e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177306 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -19906134.000000 Penalty: 3940.865723
	Iteration 23Q: 3 clusters Score -1.990613e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -19906062.000000 Penalty: 3940.865723
	Iteration 24Q: 3 clusters Score -1.990606e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -19905962.000000 Penalty: 3940.865723
	Iteration 25Q: 3 clusters Score -1.990596e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178432 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -19905906.000000 Penalty: 3940.865723
	Iteration 26Q: 3 clusters Score -1.990591e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -19905874.000000 Penalty: 3940.865723
	Iteration 27Q: 3 clusters Score -1.990587e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179099 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -19905784.000000 Penalty: 3940.865723
	Iteration 28Q: 3 clusters Score -1.990578e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179389 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -19905766.000000 Penalty: 3940.865723
	Iteration 29Q: 3 clusters Score -1.990577e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -19905686.000000 Penalty: 3940.865723
	Iteration 30Q: 3 clusters Score -1.990569e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179855 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -19905656.000000 Penalty: 3940.865723
	Iteration 31Q: 3 clusters Score -1.990566e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180059 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -19905614.000000 Penalty: 3940.865723
	Iteration 32Q: 3 clusters Score -1.990561e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -19905614.000000 Penalty: 3940.865723
	Iteration 33Q: 3 clusters Score -1.990561e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180456 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19905574.000000 Penalty: 3940.865723
	Iteration 34Q: 3 clusters Score -1.990557e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -19905510.000000 Penalty: 3940.865723
	Iteration 35Q: 3 clusters Score -1.990551e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180792 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -19905492.000000 Penalty: 3940.865723
	Iteration 36Q: 3 clusters Score -1.990549e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180937 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19905446.000000 Penalty: 3940.865723
	Iteration 37Q: 3 clusters Score -1.990545e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181059 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19905434.000000 Penalty: 3940.865723
	Iteration 38Q: 3 clusters Score -1.990543e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -19905424.000000 Penalty: 3940.865723
	Iteration 39Q: 3 clusters Score -1.990542e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -19905412.000000 Penalty: 3940.865723
	Iteration 40F: 3 clusters Score -1.990541e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181300 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -19905398.000000 Penalty: 3940.865723
	Iteration 41Q: 3 clusters Score -1.99054e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181375 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -19905368.000000 Penalty: 3940.865723
	Iteration 42Q: 3 clusters Score -1.990537e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -19905298.000000 Penalty: 3940.865723
	Iteration 43Q: 3 clusters Score -1.99053e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181553 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19905300.000000 Penalty: 3940.865723
	Iteration 44Q: 3 clusters Score -1.99053e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181637 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -19905274.000000 Penalty: 3940.865723
	Iteration 45Q: 3 clusters Score -1.990527e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181706 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19905282.000000 Penalty: 3940.865723
	Iteration 46Q: 3 clusters Score -1.990528e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181783 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19905266.000000 Penalty: 3940.865723
	Iteration 47Q: 3 clusters Score -1.990527e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181853 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -19905264.000000 Penalty: 3940.865723
	Iteration 48Q: 3 clusters Score -1.990526e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181922 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19905262.000000 Penalty: 3940.865723
	Iteration 49Q: 3 clusters Score -1.990526e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -19905252.000000 Penalty: 3940.865723
	Iteration 50Q: 3 clusters Score -1.990525e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182033 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -19905236.000000 Penalty: 3940.865723
	Iteration 51Q: 3 clusters Score -1.990524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19905208.000000 Penalty: 3940.865723
	Iteration 52Q: 3 clusters Score -1.990521e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -19905226.000000 Penalty: 3940.865723
	Iteration 53Q: 3 clusters Score -1.990523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182184 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19905192.000000 Penalty: 3940.865723
	Iteration 54Q: 3 clusters Score -1.990519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19905174.000000 Penalty: 3940.865723
	Iteration 55Q: 3 clusters Score -1.990517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182259 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -19905186.000000 Penalty: 3940.865723
	Iteration 56Q: 3 clusters Score -1.990519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -19905176.000000 Penalty: 3940.865723
	Iteration 57Q: 3 clusters Score -1.990518e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182349 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -19905190.000000 Penalty: 3940.865723
	Iteration 58Q: 3 clusters Score -1.990519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -19905164.000000 Penalty: 3940.865723
	Iteration 59Q: 3 clusters Score -1.990516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182446 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19905138.000000 Penalty: 3940.865723
	Iteration 60F: 3 clusters Score -1.990514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182486 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19905120.000000 Penalty: 3940.865723
	Iteration 61Q: 3 clusters Score -1.990512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -19905106.000000 Penalty: 3940.865723
	Iteration 62Q: 3 clusters Score -1.990511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182536 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19905100.000000 Penalty: 3940.865723
	Iteration 63Q: 3 clusters Score -1.99051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182558 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -19905112.000000 Penalty: 3940.865723
	Iteration 64Q: 3 clusters Score -1.990511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19905106.000000 Penalty: 3940.865723
	Iteration 65Q: 3 clusters Score -1.990511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182599 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19905088.000000 Penalty: 3940.865723
	Iteration 66Q: 3 clusters Score -1.990509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182618 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19905086.000000 Penalty: 3940.865723
	Iteration 67Q: 3 clusters Score -1.990509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19905072.000000 Penalty: 3940.865723
	Iteration 68Q: 3 clusters Score -1.990507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182659 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19905082.000000 Penalty: 3940.865723
	Iteration 69Q: 3 clusters Score -1.990508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182676 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19905088.000000 Penalty: 3940.865723
	Iteration 70Q: 3 clusters Score -1.990509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182684 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19905096.000000 Penalty: 3940.865723
	Iteration 71Q: 3 clusters Score -1.99051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182704 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -19905092.000000 Penalty: 3940.865723
	Iteration 72Q: 3 clusters Score -1.990509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -19905100.000000 Penalty: 3940.865723
	Iteration 73Q: 3 clusters Score -1.99051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182742 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19905114.000000 Penalty: 3940.865723
	Iteration 74Q: 3 clusters Score -1.990511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19905102.000000 Penalty: 3940.865723
	Iteration 75Q: 3 clusters Score -1.99051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182780 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19905072.000000 Penalty: 3940.865723
	Iteration 76Q: 3 clusters Score -1.990507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182795 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19905100.000000 Penalty: 3940.865723
	Iteration 77Q: 3 clusters Score -1.99051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182808 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19905102.000000 Penalty: 3940.865723
	Iteration 78Q: 3 clusters Score -1.99051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182819 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19905094.000000 Penalty: 3940.865723
	Iteration 79Q: 3 clusters Score -1.990509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182828 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19905088.000000 Penalty: 3940.865723
	Iteration 80F: 3 clusters Score -1.990509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182836 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19905094.000000 Penalty: 3940.865723
	Iteration 81Q: 3 clusters Score -1.990509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182838 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -19905090.000000 Penalty: 3940.865723
	Iteration 82Q: 3 clusters Score -1.990509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182842 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19905110.000000 Penalty: 3940.865723
	Iteration 83Q: 3 clusters Score -1.990511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19905100.000000 Penalty: 3940.865723
	Iteration 84Q: 3 clusters Score -1.99051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182852 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19905100.000000 Penalty: 3940.865723
	Iteration 85Q: 3 clusters Score -1.99051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182859 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19905078.000000 Penalty: 3940.865723
	Iteration 86Q: 3 clusters Score -1.990508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182860 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19905076.000000 Penalty: 3940.865723
	Iteration 87Q: 3 clusters Score -1.990508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182862 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19905080.000000 Penalty: 3940.865723
	Iteration 88Q: 3 clusters Score -1.990508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19905080.000000 Penalty: 3940.865723
	Iteration 89Q: 3 clusters Score -1.990508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182869 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -19905074.000000 Penalty: 3940.865723
	Iteration 90Q: 3 clusters Score -1.990507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -19905076.000000 Penalty: 3940.865723
	Iteration 91Q: 3 clusters Score -1.990508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182873 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19905078.000000 Penalty: 3940.865723
	Iteration 92Q: 3 clusters Score -1.990508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182875 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19905072.000000 Penalty: 3940.865723
	Iteration 93Q: 3 clusters Score -1.990507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182876 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19905086.000000 Penalty: 3940.865723
	Iteration 94Q: 3 clusters Score -1.990509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182876 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19905086.000000 Penalty: 3940.865723
	Iteration 95F: 3 clusters Score -1.990509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Entering Unmasked Estep 
Score: -3832891.750000 Penalty: 1699.346436
	Iteration 0F: 2 clusters Score -3832892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3809532.000000 Penalty: 3398.692871
	Iteration 0F: 3 clusters Score -3809532 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3818526.000000 Penalty: 3398.692871
	Iteration 1F: 3 clusters Score -3818526 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3818883.500000 Penalty: 3398.692871
	Iteration 2Q: 3 clusters Score -3818884 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3819279.750000 Penalty: 3398.692871
	Iteration 3Q: 3 clusters Score -3819280 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3819695.000000 Penalty: 3398.692871
	Iteration 4Q: 3 clusters Score -3819695 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3820151.250000 Penalty: 3398.692871
	Iteration 5Q: 3 clusters Score -3820151 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3820762.250000 Penalty: 3398.692871
	Iteration 6Q: 3 clusters Score -3820762 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3821567.750000 Penalty: 3398.692871
	Iteration 7Q: 3 clusters Score -3821568 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3822664.750000 Penalty: 3398.692871
	Iteration 8Q: 3 clusters Score -3822665 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3824106.000000 Penalty: 3398.692871
	Iteration 9F: 3 clusters Score -3824106 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3825684.250000 Penalty: 3398.692871
	Iteration 10F: 3 clusters Score -3825684 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3827085.250000 Penalty: 3398.692871
	Iteration 11F: 3 clusters Score -3827085 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3828138.500000 Penalty: 3398.692871
	Iteration 12Q: 3 clusters Score -3828138 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3828839.500000 Penalty: 3398.692871
	Iteration 13Q: 3 clusters Score -3828840 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3829399.500000 Penalty: 3398.692871
	Iteration 14Q: 3 clusters Score -3829400 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3829844.000000 Penalty: 3398.692871
	Iteration 15Q: 3 clusters Score -3829844 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3830182.500000 Penalty: 3398.692871
	Iteration 16Q: 3 clusters Score -3830182 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3830444.000000 Penalty: 3398.692871
	Iteration 17Q: 3 clusters Score -3830444 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3830655.000000 Penalty: 3398.692871
	Iteration 18Q: 3 clusters Score -3830655 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3830809.250000 Penalty: 3398.692871
	Iteration 19Q: 3 clusters Score -3830809 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3830951.250000 Penalty: 3398.692871
	Iteration 20F: 3 clusters Score -3830951 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3831070.500000 Penalty: 3398.692871
	Iteration 21Q: 3 clusters Score -3831070 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3831152.750000 Penalty: 3398.692871
	Iteration 22Q: 3 clusters Score -3831153 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3831237.500000 Penalty: 3398.692871
	Iteration 23Q: 3 clusters Score -3831238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3831292.750000 Penalty: 3398.692871
	Iteration 24Q: 3 clusters Score -3831293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3831343.250000 Penalty: 3398.692871
	Iteration 25Q: 3 clusters Score -3831343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3831366.750000 Penalty: 3398.692871
	Iteration 26Q: 3 clusters Score -3831367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3831399.500000 Penalty: 3398.692871
	Iteration 27Q: 3 clusters Score -3831400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3831421.250000 Penalty: 3398.692871
	Iteration 28Q: 3 clusters Score -3831421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3831440.750000 Penalty: 3398.692871
	Iteration 29Q: 3 clusters Score -3831441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3831461.250000 Penalty: 3398.692871
	Iteration 30Q: 3 clusters Score -3831461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3831467.750000 Penalty: 3398.692871
	Iteration 31Q: 3 clusters Score -3831468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3831480.750000 Penalty: 3398.692871
	Iteration 32Q: 3 clusters Score -3831481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3831490.000000 Penalty: 3398.692871
	Iteration 33Q: 3 clusters Score -3831490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3831491.750000 Penalty: 3398.692871
	Iteration 34Q: 3 clusters Score -3831492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3831493.250000 Penalty: 3398.692871
	Iteration 35Q: 3 clusters Score -3831493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3831500.500000 Penalty: 3398.692871
	Iteration 36Q: 3 clusters Score -3831500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3831506.500000 Penalty: 3398.692871
	Iteration 37Q: 3 clusters Score -3831506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3831515.000000 Penalty: 3398.692871
	Iteration 38Q: 3 clusters Score -3831515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3831522.000000 Penalty: 3398.692871
	Iteration 39Q: 3 clusters Score -3831522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3831520.750000 Penalty: 3398.692871
	Iteration 40F: 3 clusters Score -3831521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3831528.000000 Penalty: 3398.692871
	Iteration 41Q: 3 clusters Score -3831528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3831529.750000 Penalty: 3398.692871
	Iteration 42Q: 3 clusters Score -3831530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3831527.250000 Penalty: 3398.692871
	Iteration 43Q: 3 clusters Score -3831527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3831529.500000 Penalty: 3398.692871
	Iteration 44Q: 3 clusters Score -3831530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3831532.000000 Penalty: 3398.692871
	Iteration 45Q: 3 clusters Score -3831532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3831533.250000 Penalty: 3398.692871
	Iteration 46Q: 3 clusters Score -3831533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3831534.750000 Penalty: 3398.692871
	Iteration 47Q: 3 clusters Score -3831535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3831537.500000 Penalty: 3398.692871
	Iteration 48Q: 3 clusters Score -3831538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3831538.000000 Penalty: 3398.692871
	Iteration 49Q: 3 clusters Score -3831538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3831544.750000 Penalty: 3398.692871
	Iteration 50Q: 3 clusters Score -3831545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3831544.750000 Penalty: 3398.692871
	Iteration 51Q: 3 clusters Score -3831545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3831545.000000 Penalty: 3398.692871
	Iteration 52Q: 3 clusters Score -3831545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3831546.500000 Penalty: 3398.692871
	Iteration 53Q: 3 clusters Score -3831546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3831546.750000 Penalty: 3398.692871
	Iteration 54Q: 3 clusters Score -3831547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3831546.750000 Penalty: 3398.692871
	Iteration 55F: 3 clusters Score -3831547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -49921.593750 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -49921.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48874.050781 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -48874.05 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49137.625000 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -49137.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49235.355469 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -49235.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49282.414062 Penalty: 2055.998535
	Iteration 3Q: 3 clusters Score -49282.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49312.718750 Penalty: 2055.998535
	Iteration 4Q: 3 clusters Score -49312.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49332.207031 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -49332.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49338.003906 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -49338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49342.199219 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -49342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49349.449219 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -49349.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49351.812500 Penalty: 2055.998535
	Iteration 9Q: 3 clusters Score -49351.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49357.488281 Penalty: 2055.998535
	Iteration 10Q: 3 clusters Score -49357.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49365.062500 Penalty: 2055.998535
	Iteration 11Q: 3 clusters Score -49365.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49371.210938 Penalty: 2055.998535
	Iteration 12Q: 3 clusters Score -49371.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49371.800781 Penalty: 2055.998535
	Iteration 13Q: 3 clusters Score -49371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49371.800781 Penalty: 2055.998535
	Iteration 14F: 3 clusters Score -49371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -36586.718750 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -36586.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35657.371094 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -35657.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35765.597656 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -35765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35780.417969 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -35780.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35781.046875 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -35781.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35781.046875 Penalty: 1894.407349
	Iteration 4F: 3 clusters Score -35781.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Entering Unmasked Estep 
Score: -5424377.000000 Penalty: 1755.998657
	Iteration 0F: 2 clusters Score -5424377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5391221.500000 Penalty: 3511.997314
	Iteration 0F: 3 clusters Score -5391222 nChanged 23240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5404574.500000 Penalty: 3511.997314
	Iteration 1F: 3 clusters Score -5404574 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5405313.500000 Penalty: 3511.997314
	Iteration 2Q: 3 clusters Score -5405314 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -5406457.000000 Penalty: 3511.997314
	Iteration 3Q: 3 clusters Score -5406457 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5407994.500000 Penalty: 3511.997314
	Iteration 4F: 3 clusters Score -5407994 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5410227.500000 Penalty: 3511.997314
	Iteration 5F: 3 clusters Score -5410228 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5413173.500000 Penalty: 3511.997314
	Iteration 6F: 3 clusters Score -5413174 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -5416747.000000 Penalty: 3511.997314
	Iteration 7F: 3 clusters Score -5416747 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -5420047.500000 Penalty: 3511.997314
	Iteration 8F: 3 clusters Score -5420048 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5422070.000000 Penalty: 3511.997314
	Iteration 9Q: 3 clusters Score -5422070 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5423105.000000 Penalty: 3511.997314
	Iteration 10Q: 3 clusters Score -5423105 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5423659.000000 Penalty: 3511.997314
	Iteration 11Q: 3 clusters Score -5423659 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5423963.000000 Penalty: 3511.997314
	Iteration 12Q: 3 clusters Score -5423963 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5424191.500000 Penalty: 3511.997314
	Iteration 13Q: 3 clusters Score -5424192 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5424323.000000 Penalty: 3511.997314
	Iteration 14Q: 3 clusters Score -5424323 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5424422.000000 Penalty: 3511.997314
	Iteration 15Q: 3 clusters Score -5424422 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5424494.000000 Penalty: 3511.997314
	Iteration 16Q: 3 clusters Score -5424494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5424539.500000 Penalty: 3511.997314
	Iteration 17Q: 3 clusters Score -5424540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5424575.000000 Penalty: 3511.997314
	Iteration 18Q: 3 clusters Score -5424575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5424585.500000 Penalty: 3511.997314
	Iteration 19Q: 3 clusters Score -5424586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5424603.500000 Penalty: 3511.997314
	Iteration 20F: 3 clusters Score -5424604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5424611.000000 Penalty: 3511.997314
	Iteration 21Q: 3 clusters Score -5424611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5424616.500000 Penalty: 3511.997314
	Iteration 22Q: 3 clusters Score -5424616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5424619.000000 Penalty: 3511.997314
	Iteration 23Q: 3 clusters Score -5424619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5424619.000000 Penalty: 3511.997314
	Iteration 24Q: 3 clusters Score -5424619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5424614.000000 Penalty: 3511.997314
	Iteration 25Q: 3 clusters Score -5424614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5424618.500000 Penalty: 3511.997314
	Iteration 26Q: 3 clusters Score -5424618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5424622.500000 Penalty: 3511.997314
	Iteration 27Q: 3 clusters Score -5424622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5424619.000000 Penalty: 3511.997314
	Iteration 28Q: 3 clusters Score -5424619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5424620.500000 Penalty: 3511.997314
	Iteration 29Q: 3 clusters Score -5424620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5424619.000000 Penalty: 3511.997314
	Iteration 30Q: 3 clusters Score -5424619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5424621.500000 Penalty: 3511.997314
	Iteration 31Q: 3 clusters Score -5424622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5424622.000000 Penalty: 3511.997314
	Iteration 32Q: 3 clusters Score -5424622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5424617.000000 Penalty: 3511.997314
	Iteration 33Q: 3 clusters Score -5424617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5424628.500000 Penalty: 3511.997314
	Iteration 34Q: 3 clusters Score -5424628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5424636.500000 Penalty: 3511.997314
	Iteration 35Q: 3 clusters Score -5424636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5424636.500000 Penalty: 3511.997314
	Iteration 36Q: 3 clusters Score -5424636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5424636.000000 Penalty: 3511.997314
	Iteration 37Q: 3 clusters Score -5424636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5424642.500000 Penalty: 3511.997314
	Iteration 38Q: 3 clusters Score -5424642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5424646.000000 Penalty: 3511.997314
	Iteration 39Q: 3 clusters Score -5424646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5424646.000000 Penalty: 3511.997314
	Iteration 40F: 3 clusters Score -5424646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5424641.000000 Penalty: 3511.997314
	Iteration 41Q: 3 clusters Score -5424641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5424640.500000 Penalty: 3511.997314
	Iteration 42Q: 3 clusters Score -5424640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5424640.500000 Penalty: 3511.997314
	Iteration 43Q: 3 clusters Score -5424640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5424640.500000 Penalty: 3511.997314
	Iteration 44F: 3 clusters Score -5424640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163171 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184562 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 48175 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1148 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
Score: -98861656.000000 Penalty: 42425.843750
Splitting cluster 11 changes total score from -98862288.000000 to -98861656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (57350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Entering Unmasked Estep 
Score: -6275763.500000 Penalty: 1780.500854
	Iteration 0F: 2 clusters Score -6275764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -6237424.000000 Penalty: 3561.001709
	Iteration 0F: 3 clusters Score -6237424 nChanged 27068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6252775.000000 Penalty: 3561.001709
	Iteration 1F: 3 clusters Score -6252775 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6253261.500000 Penalty: 3561.001709
	Iteration 2Q: 3 clusters Score -6253262 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6253758.500000 Penalty: 3561.001709
	Iteration 3Q: 3 clusters Score -6253758 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6254326.000000 Penalty: 3561.001709
	Iteration 4Q: 3 clusters Score -6254326 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6255036.000000 Penalty: 3561.001709
	Iteration 5Q: 3 clusters Score -6255036 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6256027.500000 Penalty: 3561.001709
	Iteration 6Q: 3 clusters Score -6256028 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -6257620.000000 Penalty: 3561.001709
	Iteration 7Q: 3 clusters Score -6257620 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -6259961.000000 Penalty: 3561.001709
	Iteration 8F: 3 clusters Score -6259961 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6262919.500000 Penalty: 3561.001709
	Iteration 9F: 3 clusters Score -6262920 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -6265777.000000 Penalty: 3561.001709
	Iteration 10F: 3 clusters Score -6265777 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -6267995.000000 Penalty: 3561.001709
	Iteration 11Q: 3 clusters Score -6267995 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -6269413.500000 Penalty: 3561.001709
	Iteration 12Q: 3 clusters Score -6269414 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6270292.500000 Penalty: 3561.001709
	Iteration 13Q: 3 clusters Score -6270292 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -6270875.500000 Penalty: 3561.001709
	Iteration 14Q: 3 clusters Score -6270876 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -6271238.000000 Penalty: 3561.001709
	Iteration 15Q: 3 clusters Score -6271238 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -6271552.500000 Penalty: 3561.001709
	Iteration 16Q: 3 clusters Score -6271552 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -6271815.500000 Penalty: 3561.001709
	Iteration 17Q: 3 clusters Score -6271816 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -6272025.000000 Penalty: 3561.001709
	Iteration 18Q: 3 clusters Score -6272025 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -6272196.000000 Penalty: 3561.001709
	Iteration 19Q: 3 clusters Score -6272196 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -6272356.000000 Penalty: 3561.001709
	Iteration 20F: 3 clusters Score -6272356 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -6272519.500000 Penalty: 3561.001709
	Iteration 21Q: 3 clusters Score -6272520 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -6272673.500000 Penalty: 3561.001709
	Iteration 22Q: 3 clusters Score -6272674 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -6272878.000000 Penalty: 3561.001709
	Iteration 23Q: 3 clusters Score -6272878 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -6273087.000000 Penalty: 3561.001709
	Iteration 24Q: 3 clusters Score -6273087 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -6273282.500000 Penalty: 3561.001709
	Iteration 25Q: 3 clusters Score -6273282 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -6273469.000000 Penalty: 3561.001709
	Iteration 26Q: 3 clusters Score -6273469 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -6273583.500000 Penalty: 3561.001709
	Iteration 27Q: 3 clusters Score -6273584 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6273710.000000 Penalty: 3561.001709
	Iteration 28Q: 3 clusters Score -6273710 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -6273833.000000 Penalty: 3561.001709
	Iteration 29Q: 3 clusters Score -6273833 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -6273945.000000 Penalty: 3561.001709
	Iteration 30Q: 3 clusters Score -6273945 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -6274036.000000 Penalty: 3561.001709
	Iteration 31Q: 3 clusters Score -6274036 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -6274116.500000 Penalty: 3561.001709
	Iteration 32Q: 3 clusters Score -6274116 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -6274174.000000 Penalty: 3561.001709
	Iteration 33Q: 3 clusters Score -6274174 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6274218.000000 Penalty: 3561.001709
	Iteration 34Q: 3 clusters Score -6274218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -6274239.000000 Penalty: 3561.001709
	Iteration 35Q: 3 clusters Score -6274239 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -6274271.500000 Penalty: 3561.001709
	Iteration 36Q: 3 clusters Score -6274272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -6274289.500000 Penalty: 3561.001709
	Iteration 37Q: 3 clusters Score -6274290 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -6274312.000000 Penalty: 3561.001709
	Iteration 38Q: 3 clusters Score -6274312 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -6274347.000000 Penalty: 3561.001709
	Iteration 39Q: 3 clusters Score -6274347 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -6274396.500000 Penalty: 3561.001709
	Iteration 40F: 3 clusters Score -6274396 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -6274422.000000 Penalty: 3561.001709
	Iteration 41Q: 3 clusters Score -6274422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -6274431.000000 Penalty: 3561.001709
	Iteration 42Q: 3 clusters Score -6274431 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -6274446.500000 Penalty: 3561.001709
	Iteration 43Q: 3 clusters Score -6274446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -6274454.500000 Penalty: 3561.001709
	Iteration 44Q: 3 clusters Score -6274454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -6274462.500000 Penalty: 3561.001709
	Iteration 45Q: 3 clusters Score -6274462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -6274463.000000 Penalty: 3561.001709
	Iteration 46Q: 3 clusters Score -6274463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6274472.000000 Penalty: 3561.001709
	Iteration 47Q: 3 clusters Score -6274472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6274459.500000 Penalty: 3561.001709
	Iteration 48Q: 3 clusters Score -6274460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -6274468.500000 Penalty: 3561.001709
	Iteration 49Q: 3 clusters Score -6274468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -6274478.000000 Penalty: 3561.001709
	Iteration 50Q: 3 clusters Score -6274478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -6274485.000000 Penalty: 3561.001709
	Iteration 51Q: 3 clusters Score -6274485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -6274497.500000 Penalty: 3561.001709
	Iteration 52Q: 3 clusters Score -6274498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -6274493.500000 Penalty: 3561.001709
	Iteration 53Q: 3 clusters Score -6274494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6274499.500000 Penalty: 3561.001709
	Iteration 54Q: 3 clusters Score -6274500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6274509.500000 Penalty: 3561.001709
	Iteration 55Q: 3 clusters Score -6274510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -6274513.000000 Penalty: 3561.001709
	Iteration 56Q: 3 clusters Score -6274513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6274511.000000 Penalty: 3561.001709
	Iteration 57Q: 3 clusters Score -6274511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -6274509.000000 Penalty: 3561.001709
	Iteration 58Q: 3 clusters Score -6274509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -6274514.000000 Penalty: 3561.001709
	Iteration 59Q: 3 clusters Score -6274514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -6274516.000000 Penalty: 3561.001709
	Iteration 60F: 3 clusters Score -6274516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -6274515.500000 Penalty: 3561.001709
	Iteration 61Q: 3 clusters Score -6274516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -6274514.000000 Penalty: 3561.001709
	Iteration 62Q: 3 clusters Score -6274514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -6274507.500000 Penalty: 3561.001709
	Iteration 63Q: 3 clusters Score -6274508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -6274510.000000 Penalty: 3561.001709
	Iteration 64Q: 3 clusters Score -6274510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -6274510.500000 Penalty: 3561.001709
	Iteration 65Q: 3 clusters Score -6274510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -6274516.500000 Penalty: 3561.001709
	Iteration 66Q: 3 clusters Score -6274516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -6274515.000000 Penalty: 3561.001709
	Iteration 67Q: 3 clusters Score -6274515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -6274518.500000 Penalty: 3561.001709
	Iteration 68Q: 3 clusters Score -6274518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -6274518.500000 Penalty: 3561.001709
	Iteration 69Q: 3 clusters Score -6274518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -6274510.000000 Penalty: 3561.001709
	Iteration 70Q: 3 clusters Score -6274510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -6274506.000000 Penalty: 3561.001709
	Iteration 71Q: 3 clusters Score -6274506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -6274506.000000 Penalty: 3561.001709
	Iteration 72F: 3 clusters Score -6274506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Entering Unmasked Estep 
Score: -3439669.750000 Penalty: 1681.890381
	Iteration 0F: 2 clusters Score -3439670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3418751.500000 Penalty: 3363.780762
	Iteration 0F: 3 clusters Score -3418752 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3426657.750000 Penalty: 3363.780762
	Iteration 1F: 3 clusters Score -3426658 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3427017.250000 Penalty: 3363.780762
	Iteration 2Q: 3 clusters Score -3427017 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3427353.250000 Penalty: 3363.780762
	Iteration 3Q: 3 clusters Score -3427353 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3427677.000000 Penalty: 3363.780762
	Iteration 4Q: 3 clusters Score -3427677 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3428098.500000 Penalty: 3363.780762
	Iteration 5Q: 3 clusters Score -3428098 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3428647.500000 Penalty: 3363.780762
	Iteration 6Q: 3 clusters Score -3428648 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3429416.000000 Penalty: 3363.780762
	Iteration 7Q: 3 clusters Score -3429416 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3430625.500000 Penalty: 3363.780762
	Iteration 8F: 3 clusters Score -3430626 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3432100.500000 Penalty: 3363.780762
	Iteration 9F: 3 clusters Score -3432100 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3433506.250000 Penalty: 3363.780762
	Iteration 10F: 3 clusters Score -3433506 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3434308.500000 Penalty: 3363.780762
	Iteration 11Q: 3 clusters Score -3434308 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3434667.000000 Penalty: 3363.780762
	Iteration 12Q: 3 clusters Score -3434667 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3434859.250000 Penalty: 3363.780762
	Iteration 13Q: 3 clusters Score -3434859 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3434962.500000 Penalty: 3363.780762
	Iteration 14Q: 3 clusters Score -3434962 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3435057.750000 Penalty: 3363.780762
	Iteration 15Q: 3 clusters Score -3435058 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3435144.000000 Penalty: 3363.780762
	Iteration 16Q: 3 clusters Score -3435144 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3435233.000000 Penalty: 3363.780762
	Iteration 17Q: 3 clusters Score -3435233 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3435316.750000 Penalty: 3363.780762
	Iteration 18Q: 3 clusters Score -3435317 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3435405.250000 Penalty: 3363.780762
	Iteration 19Q: 3 clusters Score -3435405 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3435476.250000 Penalty: 3363.780762
	Iteration 20F: 3 clusters Score -3435476 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3435549.750000 Penalty: 3363.780762
	Iteration 21Q: 3 clusters Score -3435550 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3435614.500000 Penalty: 3363.780762
	Iteration 22Q: 3 clusters Score -3435614 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3435670.000000 Penalty: 3363.780762
	Iteration 23Q: 3 clusters Score -3435670 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3435722.250000 Penalty: 3363.780762
	Iteration 24Q: 3 clusters Score -3435722 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3435774.000000 Penalty: 3363.780762
	Iteration 25Q: 3 clusters Score -3435774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3435816.000000 Penalty: 3363.780762
	Iteration 26Q: 3 clusters Score -3435816 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3435851.000000 Penalty: 3363.780762
	Iteration 27Q: 3 clusters Score -3435851 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3435882.750000 Penalty: 3363.780762
	Iteration 28Q: 3 clusters Score -3435883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3435894.750000 Penalty: 3363.780762
	Iteration 29Q: 3 clusters Score -3435895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3435917.500000 Penalty: 3363.780762
	Iteration 30Q: 3 clusters Score -3435918 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3435940.500000 Penalty: 3363.780762
	Iteration 31Q: 3 clusters Score -3435940 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3435973.250000 Penalty: 3363.780762
	Iteration 32Q: 3 clusters Score -3435973 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3436000.000000 Penalty: 3363.780762
	Iteration 33Q: 3 clusters Score -3436000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3436052.750000 Penalty: 3363.780762
	Iteration 34Q: 3 clusters Score -3436053 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3436093.250000 Penalty: 3363.780762
	Iteration 35Q: 3 clusters Score -3436093 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3436125.250000 Penalty: 3363.780762
	Iteration 36Q: 3 clusters Score -3436125 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3436165.500000 Penalty: 3363.780762
	Iteration 37Q: 3 clusters Score -3436166 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3436221.000000 Penalty: 3363.780762
	Iteration 38Q: 3 clusters Score -3436221 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3436262.250000 Penalty: 3363.780762
	Iteration 39Q: 3 clusters Score -3436262 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3436287.000000 Penalty: 3363.780762
	Iteration 40F: 3 clusters Score -3436287 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3436325.500000 Penalty: 3363.780762
	Iteration 41Q: 3 clusters Score -3436326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3436359.250000 Penalty: 3363.780762
	Iteration 42Q: 3 clusters Score -3436359 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3436398.500000 Penalty: 3363.780762
	Iteration 43Q: 3 clusters Score -3436398 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3436447.250000 Penalty: 3363.780762
	Iteration 44Q: 3 clusters Score -3436447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3436514.500000 Penalty: 3363.780762
	Iteration 45Q: 3 clusters Score -3436514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3436566.750000 Penalty: 3363.780762
	Iteration 46Q: 3 clusters Score -3436567 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3436619.000000 Penalty: 3363.780762
	Iteration 47Q: 3 clusters Score -3436619 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3436666.750000 Penalty: 3363.780762
	Iteration 48Q: 3 clusters Score -3436667 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3436713.000000 Penalty: 3363.780762
	Iteration 49Q: 3 clusters Score -3436713 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3436770.250000 Penalty: 3363.780762
	Iteration 50Q: 3 clusters Score -3436770 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3436832.750000 Penalty: 3363.780762
	Iteration 51Q: 3 clusters Score -3436833 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3436897.500000 Penalty: 3363.780762
	Iteration 52Q: 3 clusters Score -3436898 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3436960.750000 Penalty: 3363.780762
	Iteration 53Q: 3 clusters Score -3436961 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3437006.000000 Penalty: 3363.780762
	Iteration 54Q: 3 clusters Score -3437006 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3437054.750000 Penalty: 3363.780762
	Iteration 55Q: 3 clusters Score -3437055 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3437120.750000 Penalty: 3363.780762
	Iteration 56Q: 3 clusters Score -3437121 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3437155.000000 Penalty: 3363.780762
	Iteration 57Q: 3 clusters Score -3437155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3437194.000000 Penalty: 3363.780762
	Iteration 58Q: 3 clusters Score -3437194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3437234.500000 Penalty: 3363.780762
	Iteration 59Q: 3 clusters Score -3437234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3437257.750000 Penalty: 3363.780762
	Iteration 60F: 3 clusters Score -3437258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3437281.750000 Penalty: 3363.780762
	Iteration 61Q: 3 clusters Score -3437282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3437329.250000 Penalty: 3363.780762
	Iteration 62Q: 3 clusters Score -3437329 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3437361.500000 Penalty: 3363.780762
	Iteration 63Q: 3 clusters Score -3437362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3437406.000000 Penalty: 3363.780762
	Iteration 64Q: 3 clusters Score -3437406 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3437423.750000 Penalty: 3363.780762
	Iteration 65Q: 3 clusters Score -3437424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3437445.750000 Penalty: 3363.780762
	Iteration 66Q: 3 clusters Score -3437446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3437485.250000 Penalty: 3363.780762
	Iteration 67Q: 3 clusters Score -3437485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3437497.500000 Penalty: 3363.780762
	Iteration 68Q: 3 clusters Score -3437498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3437528.750000 Penalty: 3363.780762
	Iteration 69Q: 3 clusters Score -3437529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3437553.500000 Penalty: 3363.780762
	Iteration 70Q: 3 clusters Score -3437554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3437589.500000 Penalty: 3363.780762
	Iteration 71Q: 3 clusters Score -3437590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3437627.000000 Penalty: 3363.780762
	Iteration 72Q: 3 clusters Score -3437627 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3437668.750000 Penalty: 3363.780762
	Iteration 73Q: 3 clusters Score -3437669 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3437709.500000 Penalty: 3363.780762
	Iteration 74Q: 3 clusters Score -3437710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3437722.750000 Penalty: 3363.780762
	Iteration 75Q: 3 clusters Score -3437723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3437736.750000 Penalty: 3363.780762
	Iteration 76Q: 3 clusters Score -3437737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3437758.000000 Penalty: 3363.780762
	Iteration 77Q: 3 clusters Score -3437758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3437771.500000 Penalty: 3363.780762
	Iteration 78Q: 3 clusters Score -3437772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3437785.500000 Penalty: 3363.780762
	Iteration 79Q: 3 clusters Score -3437786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3437800.750000 Penalty: 3363.780762
	Iteration 80F: 3 clusters Score -3437801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3437810.000000 Penalty: 3363.780762
	Iteration 81Q: 3 clusters Score -3437810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3437833.500000 Penalty: 3363.780762
	Iteration 82Q: 3 clusters Score -3437834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3437849.000000 Penalty: 3363.780762
	Iteration 83Q: 3 clusters Score -3437849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3437862.750000 Penalty: 3363.780762
	Iteration 84Q: 3 clusters Score -3437863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3437867.750000 Penalty: 3363.780762
	Iteration 85Q: 3 clusters Score -3437868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3437880.500000 Penalty: 3363.780762
	Iteration 86Q: 3 clusters Score -3437880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3437912.000000 Penalty: 3363.780762
	Iteration 87Q: 3 clusters Score -3437912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3437927.250000 Penalty: 3363.780762
	Iteration 88Q: 3 clusters Score -3437927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3437941.750000 Penalty: 3363.780762
	Iteration 89Q: 3 clusters Score -3437942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3437954.250000 Penalty: 3363.780762
	Iteration 90Q: 3 clusters Score -3437954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3437961.250000 Penalty: 3363.780762
	Iteration 91Q: 3 clusters Score -3437961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3437972.000000 Penalty: 3363.780762
	Iteration 92Q: 3 clusters Score -3437972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3437984.000000 Penalty: 3363.780762
	Iteration 93Q: 3 clusters Score -3437984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3437988.750000 Penalty: 3363.780762
	Iteration 94Q: 3 clusters Score -3437989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3438004.000000 Penalty: 3363.780762
	Iteration 95Q: 3 clusters Score -3438004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3438007.000000 Penalty: 3363.780762
	Iteration 96Q: 3 clusters Score -3438007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3438014.500000 Penalty: 3363.780762
	Iteration 97Q: 3 clusters Score -3438014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3438012.750000 Penalty: 3363.780762
	Iteration 98Q: 3 clusters Score -3438013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3438014.250000 Penalty: 3363.780762
	Iteration 99Q: 3 clusters Score -3438014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3438025.750000 Penalty: 3363.780762
	Iteration 100F: 3 clusters Score -3438026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3438036.750000 Penalty: 3363.780762
	Iteration 101Q: 3 clusters Score -3438037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3438042.750000 Penalty: 3363.780762
	Iteration 102Q: 3 clusters Score -3438043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3438044.250000 Penalty: 3363.780762
	Iteration 103Q: 3 clusters Score -3438044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3438053.750000 Penalty: 3363.780762
	Iteration 104Q: 3 clusters Score -3438054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3438060.750000 Penalty: 3363.780762
	Iteration 105Q: 3 clusters Score -3438061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3438065.750000 Penalty: 3363.780762
	Iteration 106Q: 3 clusters Score -3438066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3438066.750000 Penalty: 3363.780762
	Iteration 107Q: 3 clusters Score -3438067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3438073.000000 Penalty: 3363.780762
	Iteration 108Q: 3 clusters Score -3438073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3438076.500000 Penalty: 3363.780762
	Iteration 109Q: 3 clusters Score -3438076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3438088.500000 Penalty: 3363.780762
	Iteration 110Q: 3 clusters Score -3438088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3438088.750000 Penalty: 3363.780762
	Iteration 111Q: 3 clusters Score -3438089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3438100.000000 Penalty: 3363.780762
	Iteration 112Q: 3 clusters Score -3438100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3438106.000000 Penalty: 3363.780762
	Iteration 113Q: 3 clusters Score -3438106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3438109.500000 Penalty: 3363.780762
	Iteration 114Q: 3 clusters Score -3438110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3438116.250000 Penalty: 3363.780762
	Iteration 115Q: 3 clusters Score -3438116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3438115.750000 Penalty: 3363.780762
	Iteration 116Q: 3 clusters Score -3438116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3438126.000000 Penalty: 3363.780762
	Iteration 117Q: 3 clusters Score -3438126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3438127.750000 Penalty: 3363.780762
	Iteration 118Q: 3 clusters Score -3438128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3438127.750000 Penalty: 3363.780762
	Iteration 119Q: 3 clusters Score -3438128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3438132.000000 Penalty: 3363.780762
	Iteration 120F: 3 clusters Score -3438132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3438135.750000 Penalty: 3363.780762
	Iteration 121Q: 3 clusters Score -3438136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3438128.000000 Penalty: 3363.780762
	Iteration 122Q: 3 clusters Score -3438128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3438131.500000 Penalty: 3363.780762
	Iteration 123Q: 3 clusters Score -3438132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3438132.750000 Penalty: 3363.780762
	Iteration 124Q: 3 clusters Score -3438133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3438132.250000 Penalty: 3363.780762
	Iteration 125Q: 3 clusters Score -3438132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3438133.250000 Penalty: 3363.780762
	Iteration 126Q: 3 clusters Score -3438133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3438134.500000 Penalty: 3363.780762
	Iteration 127Q: 3 clusters Score -3438134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3438135.250000 Penalty: 3363.780762
	Iteration 128Q: 3 clusters Score -3438135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3438132.500000 Penalty: 3363.780762
	Iteration 129Q: 3 clusters Score -3438132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3438134.000000 Penalty: 3363.780762
	Iteration 130Q: 3 clusters Score -3438134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3438137.250000 Penalty: 3363.780762
	Iteration 131Q: 3 clusters Score -3438137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3438136.500000 Penalty: 3363.780762
	Iteration 132Q: 3 clusters Score -3438136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3438141.000000 Penalty: 3363.780762
	Iteration 133Q: 3 clusters Score -3438141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3438141.750000 Penalty: 3363.780762
	Iteration 134Q: 3 clusters Score -3438142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3438142.750000 Penalty: 3363.780762
	Iteration 135Q: 3 clusters Score -3438143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3438138.000000 Penalty: 3363.780762
	Iteration 136Q: 3 clusters Score -3438138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3438139.750000 Penalty: 3363.780762
	Iteration 137Q: 3 clusters Score -3438140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3438136.750000 Penalty: 3363.780762
	Iteration 138Q: 3 clusters Score -3438137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3438135.250000 Penalty: 3363.780762
	Iteration 139Q: 3 clusters Score -3438135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3438137.000000 Penalty: 3363.780762
	Iteration 140F: 3 clusters Score -3438137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -255071.312500 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -255071.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -252735.875000 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -252735.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -253270.812500 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -253270.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -253386.234375 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -253386.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -253446.031250 Penalty: 2519.927734
	Iteration 3Q: 3 clusters Score -253446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -253480.890625 Penalty: 2519.927734
	Iteration 4Q: 3 clusters Score -253480.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -253513.968750 Penalty: 2519.927734
	Iteration 5Q: 3 clusters Score -253514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -253537.187500 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -253537.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -253557.812500 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -253557.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -253567.828125 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -253567.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -253575.906250 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -253575.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -253590.390625 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -253590.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -253607.218750 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -253607.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -253625.843750 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -253625.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -253646.125000 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -253646.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -253669.609375 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -253669.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -253694.875000 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -253694.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -253713.015625 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -253713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -253728.578125 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -253728.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -253745.093750 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -253745.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -253763.515625 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -253763.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -253777.156250 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -253777.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -253790.500000 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -253790.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -253804.781250 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -253804.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -253827.578125 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -253827.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -253853.796875 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -253853.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -253874.109375 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -253874.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -253893.921875 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -253893.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -253907.921875 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -253907.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -253921.187500 Penalty: 2519.927734
	Iteration 28Q: 3 clusters Score -253921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -253927.312500 Penalty: 2519.927734
	Iteration 29Q: 3 clusters Score -253927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -253933.625000 Penalty: 2519.927734
	Iteration 30Q: 3 clusters Score -253933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -253937.015625 Penalty: 2519.927734
	Iteration 31Q: 3 clusters Score -253937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -253940.843750 Penalty: 2519.927734
	Iteration 32Q: 3 clusters Score -253940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -253948.906250 Penalty: 2519.927734
	Iteration 33Q: 3 clusters Score -253948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -253952.625000 Penalty: 2519.927734
	Iteration 34Q: 3 clusters Score -253952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -253955.906250 Penalty: 2519.927734
	Iteration 35Q: 3 clusters Score -253955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -253959.109375 Penalty: 2519.927734
	Iteration 36Q: 3 clusters Score -253959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -253967.296875 Penalty: 2519.927734
	Iteration 37Q: 3 clusters Score -253967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -253972.328125 Penalty: 2519.927734
	Iteration 38Q: 3 clusters Score -253972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -253976.390625 Penalty: 2519.927734
	Iteration 39Q: 3 clusters Score -253976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -253978.953125 Penalty: 2519.927734
	Iteration 40F: 3 clusters Score -253979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -253980.593750 Penalty: 2519.927734
	Iteration 41Q: 3 clusters Score -253980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -253982.500000 Penalty: 2519.927734
	Iteration 42Q: 3 clusters Score -253982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -253984.437500 Penalty: 2519.927734
	Iteration 43Q: 3 clusters Score -253984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -253986.109375 Penalty: 2519.927734
	Iteration 44Q: 3 clusters Score -253986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -253987.015625 Penalty: 2519.927734
	Iteration 45Q: 3 clusters Score -253987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -253987.015625 Penalty: 2519.927734
	Iteration 46F: 3 clusters Score -253987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Entering Unmasked Estep 
Score: -1572683.000000 Penalty: 1552.709351
	Iteration 0F: 2 clusters Score -1572683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1562837.125000 Penalty: 3105.418701
	Iteration 0F: 3 clusters Score -1562837 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1566138.625000 Penalty: 3105.418701
	Iteration 1F: 3 clusters Score -1566139 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1566365.375000 Penalty: 3105.418701
	Iteration 2Q: 3 clusters Score -1566365 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1566539.250000 Penalty: 3105.418701
	Iteration 3Q: 3 clusters Score -1566539 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1566705.750000 Penalty: 3105.418701
	Iteration 4Q: 3 clusters Score -1566706 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1566869.500000 Penalty: 3105.418701
	Iteration 5Q: 3 clusters Score -1566870 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1567081.375000 Penalty: 3105.418701
	Iteration 6Q: 3 clusters Score -1567081 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1567363.125000 Penalty: 3105.418701
	Iteration 7Q: 3 clusters Score -1567363 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1567811.500000 Penalty: 3105.418701
	Iteration 8F: 3 clusters Score -1567812 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1568506.500000 Penalty: 3105.418701
	Iteration 9F: 3 clusters Score -1568506 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1569349.500000 Penalty: 3105.418701
	Iteration 10F: 3 clusters Score -1569350 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1570136.125000 Penalty: 3105.418701
	Iteration 11F: 3 clusters Score -1570136 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1570668.625000 Penalty: 3105.418701
	Iteration 12Q: 3 clusters Score -1570669 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1570973.750000 Penalty: 3105.418701
	Iteration 13Q: 3 clusters Score -1570974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1571120.875000 Penalty: 3105.418701
	Iteration 14Q: 3 clusters Score -1571121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1571194.500000 Penalty: 3105.418701
	Iteration 15Q: 3 clusters Score -1571194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1571241.125000 Penalty: 3105.418701
	Iteration 16Q: 3 clusters Score -1571241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1571274.500000 Penalty: 3105.418701
	Iteration 17Q: 3 clusters Score -1571274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1571296.000000 Penalty: 3105.418701
	Iteration 18Q: 3 clusters Score -1571296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1571305.375000 Penalty: 3105.418701
	Iteration 19Q: 3 clusters Score -1571305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1571319.625000 Penalty: 3105.418701
	Iteration 20F: 3 clusters Score -1571320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1571328.125000 Penalty: 3105.418701
	Iteration 21Q: 3 clusters Score -1571328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1571328.375000 Penalty: 3105.418701
	Iteration 22Q: 3 clusters Score -1571328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1571329.250000 Penalty: 3105.418701
	Iteration 23Q: 3 clusters Score -1571329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1571332.375000 Penalty: 3105.418701
	Iteration 24Q: 3 clusters Score -1571332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1571332.375000 Penalty: 3105.418701
	Iteration 25F: 3 clusters Score -1571332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -362329.843750 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -362329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -359228.687500 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -359228.7 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -359987.437500 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -359987.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -360148.750000 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -360148.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -360261.500000 Penalty: 2660.419922
	Iteration 3Q: 3 clusters Score -360261.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -360380.500000 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -360380.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -360585.343750 Penalty: 2660.419922
	Iteration 5F: 3 clusters Score -360585.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -360859.281250 Penalty: 2660.419922
	Iteration 6F: 3 clusters Score -360859.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -361337.093750 Penalty: 2660.419922
	Iteration 7F: 3 clusters Score -361337.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -362075.281250 Penalty: 2660.419922
	Iteration 8F: 3 clusters Score -362075.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -362644.375000 Penalty: 2660.419922
	Iteration 9F: 3 clusters Score -362644.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -363077.781250 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -363077.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -363295.125000 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -363295.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -363329.062500 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -363329.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -363340.531250 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -363340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -363343.375000 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -363343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -363344.593750 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -363344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -363344.375000 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -363344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363344.687500 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -363344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363344.687500 Penalty: 2660.419922
	Iteration 18F: 3 clusters Score -363344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 124837 members 
Mstep: Class 4 contains 163171 members 
Mstep: Class 5 contains 122137 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 184562 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
Score: -98862200.000000 Penalty: 42425.843750
Splitting cluster 17 changes total score from -98862288.000000 to -98862200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (73559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Entering Unmasked Estep 
Score: -8088759.500000 Penalty: 1820.949463
	Iteration 0F: 2 clusters Score -8088760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -8039657.500000 Penalty: 3641.898926
	Iteration 0F: 3 clusters Score -8039658 nChanged 34773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -8059229.500000 Penalty: 3641.898926
	Iteration 1F: 3 clusters Score -8059230 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -8059855.500000 Penalty: 3641.898926
	Iteration 2Q: 3 clusters Score -8059856 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8060694.000000 Penalty: 3641.898926
	Iteration 3Q: 3 clusters Score -8060694 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -8062067.000000 Penalty: 3641.898926
	Iteration 4Q: 3 clusters Score -8062067 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -8064447.500000 Penalty: 3641.898926
	Iteration 5F: 3 clusters Score -8064448 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -8068282.500000 Penalty: 3641.898926
	Iteration 6F: 3 clusters Score -8068282 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8073115.500000 Penalty: 3641.898926
	Iteration 7F: 3 clusters Score -8073116 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -8078282.000000 Penalty: 3641.898926
	Iteration 8F: 3 clusters Score -8078282 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -8082115.000000 Penalty: 3641.898926
	Iteration 9F: 3 clusters Score -8082115 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8084341.500000 Penalty: 3641.898926
	Iteration 10Q: 3 clusters Score -8084342 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8085586.500000 Penalty: 3641.898926
	Iteration 11Q: 3 clusters Score -8085586 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8086224.500000 Penalty: 3641.898926
	Iteration 12Q: 3 clusters Score -8086224 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8086567.500000 Penalty: 3641.898926
	Iteration 13Q: 3 clusters Score -8086568 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8086791.000000 Penalty: 3641.898926
	Iteration 14Q: 3 clusters Score -8086791 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8086921.000000 Penalty: 3641.898926
	Iteration 15Q: 3 clusters Score -8086921 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8086978.500000 Penalty: 3641.898926
	Iteration 16Q: 3 clusters Score -8086978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8087022.500000 Penalty: 3641.898926
	Iteration 17Q: 3 clusters Score -8087022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8087073.000000 Penalty: 3641.898926
	Iteration 18Q: 3 clusters Score -8087073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8087094.500000 Penalty: 3641.898926
	Iteration 19Q: 3 clusters Score -8087094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8087107.500000 Penalty: 3641.898926
	Iteration 20F: 3 clusters Score -8087108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8087109.000000 Penalty: 3641.898926
	Iteration 21Q: 3 clusters Score -8087109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8087126.000000 Penalty: 3641.898926
	Iteration 22Q: 3 clusters Score -8087126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8087140.000000 Penalty: 3641.898926
	Iteration 23Q: 3 clusters Score -8087140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8087145.000000 Penalty: 3641.898926
	Iteration 24Q: 3 clusters Score -8087145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8087154.500000 Penalty: 3641.898926
	Iteration 25Q: 3 clusters Score -8087154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8087155.500000 Penalty: 3641.898926
	Iteration 26Q: 3 clusters Score -8087156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8087163.000000 Penalty: 3641.898926
	Iteration 27Q: 3 clusters Score -8087163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8087166.000000 Penalty: 3641.898926
	Iteration 28Q: 3 clusters Score -8087166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8087172.000000 Penalty: 3641.898926
	Iteration 29Q: 3 clusters Score -8087172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8087166.000000 Penalty: 3641.898926
	Iteration 30Q: 3 clusters Score -8087166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8087169.500000 Penalty: 3641.898926
	Iteration 31Q: 3 clusters Score -8087170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8087169.500000 Penalty: 3641.898926
	Iteration 32F: 3 clusters Score -8087170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -227240.546875 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -227240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -225097.921875 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -225097.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225550.281250 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -225550.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -225661.500000 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -225661.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -225731.640625 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -225731.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225785.265625 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -225785.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -225813.203125 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -225813.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225829.921875 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -225829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225843.390625 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -225843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -225852.593750 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -225852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -225858.171875 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -225858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -225863.218750 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -225863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -225866.531250 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -225866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -225867.968750 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -225868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -225867.968750 Penalty: 2485.685547
	Iteration 13F: 3 clusters Score -225868 nChanged 0
--- Evaluating fit on full set of 2785050 points ---
Entering Unmasked Estep 
Score: -296268480.000000 Penalty: 43406.343750
20->19 Clusters: Score -296268480.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 928350 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 46327 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 46358 members 
Mstep: Class 5 contains 46382 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 46547 members 
Mstep: Class 8 contains 46861 members 
Mstep: Class 9 contains 46418 members 
Mstep: Class 10 contains 46343 members 
Mstep: Class 11 contains 46418 members 
Mstep: Class 12 contains 46558 members 
Mstep: Class 13 contains 46326 members 
Mstep: Class 14 contains 46236 members 
Mstep: Class 15 contains 46542 members 
Mstep: Class 16 contains 46476 members 
Mstep: Class 17 contains 46381 members 
Mstep: Class 18 contains 46111 members 
Mstep: Class 19 contains 46480 members 
Mstep: Class 20 contains 46379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 588.648804 but Gain 2232.941406
Score: -95409184.000000 Penalty: 42425.843750
Iteration 0F: 20 clusters Score -9.540918e+07 nChanged 878122
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 47930 members 
Mstep: Class 3 contains 109815 members 
Mstep: Class 4 contains 43120 members 
Mstep: Class 5 contains 46602 members 
Mstep: Class 6 contains 28272 members 
Mstep: Class 7 contains 36026 members 
Mstep: Class 8 contains 72460 members 
Mstep: Class 9 contains 50378 members 
Mstep: Class 10 contains 52699 members 
Mstep: Class 11 contains 85451 members 
Mstep: Class 12 contains 31858 members 
Mstep: Class 13 contains 27938 members 
Mstep: Class 15 contains 52153 members 
Mstep: Class 16 contains 45651 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 34932 members 
Mstep: Class 19 contains 50641 members 
Mstep: Class 20 contains 32766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97484224.000000 Penalty: 42425.843750
Iteration 1F: 20 clusters Score -9.748422e+07 nChanged 322990
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 54326 members 
Mstep: Class 3 contains 126270 members 
Mstep: Class 4 contains 33112 members 
Mstep: Class 5 contains 60138 members 
Mstep: Class 6 contains 16927 members 
Mstep: Class 7 contains 19419 members 
Mstep: Class 8 contains 71060 members 
Mstep: Class 9 contains 49041 members 
Mstep: Class 10 contains 67011 members 
Mstep: Class 11 contains 98683 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 13 contains 21052 members 
Mstep: Class 15 contains 64572 members 
Mstep: Class 16 contains 36545 members 
Mstep: Class 17 contains 25751 members 
Mstep: Class 18 contains 33272 members 
Mstep: Class 19 contains 51109 members 
Mstep: Class 20 contains 25474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97974352.000000 Penalty: 42425.843750
Iteration 2F: 20 clusters Score -9.797435e+07 nChanged 230313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 49962 members 
Mstep: Class 3 contains 151934 members 
Mstep: Class 4 contains 21766 members 
Mstep: Class 5 contains 68630 members 
Mstep: Class 6 contains 11850 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 91994 members 
Mstep: Class 9 contains 49852 members 
Mstep: Class 10 contains 70080 members 
Mstep: Class 11 contains 110199 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 17416 members 
Mstep: Class 15 contains 70962 members 
Mstep: Class 16 contains 28823 members 
Mstep: Class 17 contains 19381 members 
Mstep: Class 18 contains 27987 members 
Mstep: Class 19 contains 40487 members 
Mstep: Class 20 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98224592.000000 Penalty: 42425.843750
Iteration 3F: 20 clusters Score -9.822459e+07 nChanged 176911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 39807 members 
Mstep: Class 3 contains 179564 members 
Mstep: Class 4 contains 13122 members 
Mstep: Class 5 contains 72968 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 126116 members 
Mstep: Class 9 contains 45006 members 
Mstep: Class 10 contains 64577 members 
Mstep: Class 11 contains 120470 members 
Mstep: Class 12 contains 13970 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 15 contains 76386 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 14885 members 
Mstep: Class 18 contains 21160 members 
Mstep: Class 19 contains 28830 members 
Mstep: Class 20 contains 15769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98383576.000000 Penalty: 42425.843750
Iteration 4F: 20 clusters Score -9.838358e+07 nChanged 143097
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 28472 members 
Mstep: Class 3 contains 201538 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 74070 members 
Mstep: Class 6 contains 5788 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 163427 members 
Mstep: Class 9 contains 39297 members 
Mstep: Class 10 contains 55598 members 
Mstep: Class 11 contains 129176 members 
Mstep: Class 12 contains 11990 members 
Mstep: Class 13 contains 9869 members 
Mstep: Class 15 contains 81023 members 
Mstep: Class 16 contains 20720 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 19195 members 
Mstep: Class 20 contains 13516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98497256.000000 Penalty: 42425.843750
Iteration 5F: 20 clusters Score -9.849726e+07 nChanged 116170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 19327 members 
Mstep: Class 3 contains 214693 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 73044 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 195404 members 
Mstep: Class 9 contains 36465 members 
Mstep: Class 10 contains 46008 members 
Mstep: Class 11 contains 135550 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 6745 members 
Mstep: Class 15 contains 83995 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 10783 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 12796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2037.525879 but Gain 2232.937500
Score: -98567264.000000 Penalty: 40192.906250
Iteration 6F: 19 clusters Score -9.856726e+07 nChanged 93193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 13154 members 
Mstep: Class 3 contains 220832 members 
Mstep: Class 5 contains 70501 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 8 contains 217515 members 
Mstep: Class 9 contains 37350 members 
Mstep: Class 10 contains 37184 members 
Mstep: Class 11 contains 141608 members 
Mstep: Class 12 contains 14108 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 15 contains 86295 members 
Mstep: Class 16 contains 14000 members 
Mstep: Class 17 contains 10146 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 13390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98614600.000000 Penalty: 40192.906250
Iteration 7F: 19 clusters Score -9.86146e+07 nChanged 68826
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 219628 members 
Mstep: Class 5 contains 67098 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 2448 members 
Mstep: Class 8 contains 231057 members 
Mstep: Class 9 contains 40150 members 
Mstep: Class 10 contains 29434 members 
Mstep: Class 11 contains 147295 members 
Mstep: Class 12 contains 16967 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 15 contains 87943 members 
Mstep: Class 16 contains 10927 members 
Mstep: Class 17 contains 9858 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 5437 members 
Mstep: Class 20 contains 14621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98644320.000000 Penalty: 40192.906250
Iteration 8F: 19 clusters Score -9.864432e+07 nChanged 53241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 215017 members 
Mstep: Class 5 contains 63029 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 2244 members 
Mstep: Class 8 contains 239935 members 
Mstep: Class 9 contains 43060 members 
Mstep: Class 10 contains 23230 members 
Mstep: Class 11 contains 152889 members 
Mstep: Class 12 contains 20219 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 15 contains 89706 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 9894 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 16142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98665640.000000 Penalty: 40192.906250
Iteration 9F: 19 clusters Score -9.866564e+07 nChanged 42846
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 208770 members 
Mstep: Class 5 contains 58457 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 245958 members 
Mstep: Class 9 contains 45253 members 
Mstep: Class 10 contains 18449 members 
Mstep: Class 11 contains 158136 members 
Mstep: Class 12 contains 23489 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 15 contains 91783 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 17837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98681208.000000 Penalty: 40192.906250
Iteration 10Q: 19 clusters Score -9.868121e+07 nChanged 36127
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 202193 members 
Mstep: Class 5 contains 53399 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 250081 members 
Mstep: Class 9 contains 46789 members 
Mstep: Class 10 contains 14861 members 
Mstep: Class 11 contains 162759 members 
Mstep: Class 12 contains 26512 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 15 contains 94398 members 
Mstep: Class 16 contains 6107 members 
Mstep: Class 17 contains 9806 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 19530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98694728.000000 Penalty: 40192.906250
Iteration 11Q: 19 clusters Score -9.869473e+07 nChanged 31782
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 196000 members 
Mstep: Class 5 contains 47981 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 252771 members 
Mstep: Class 9 contains 47896 members 
Mstep: Class 10 contains 12076 members 
Mstep: Class 11 contains 166689 members 
Mstep: Class 12 contains 29403 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 15 contains 97528 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 9675 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 21224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98707416.000000 Penalty: 40192.906250
Iteration 12Q: 19 clusters Score -9.870742e+07 nChanged 28952
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 3 contains 190249 members 
Mstep: Class 5 contains 42224 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 254435 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 10050 members 
Mstep: Class 11 contains 169689 members 
Mstep: Class 12 contains 32052 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 15 contains 101237 members 
Mstep: Class 16 contains 4953 members 
Mstep: Class 17 contains 9500 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 19 contains 5775 members 
Mstep: Class 20 contains 22860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98718432.000000 Penalty: 40192.906250
Iteration 13Q: 19 clusters Score -9.871843e+07 nChanged 26488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 3834 members 
Mstep: Class 3 contains 185030 members 
Mstep: Class 5 contains 36171 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 255412 members 
Mstep: Class 9 contains 49465 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 171763 members 
Mstep: Class 12 contains 34479 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 15 contains 105664 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 9306 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 6659 members 
Mstep: Class 20 contains 24409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2029.264404 but Gain 2232.941406
Score: -98729632.000000 Penalty: 37959.964844
Iteration 14Q: 18 clusters Score -9.872963e+07 nChanged 25704
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 180485 members 
Mstep: Class 5 contains 30352 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 256668 members 
Mstep: Class 9 contains 49941 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 173134 members 
Mstep: Class 12 contains 36620 members 
Mstep: Class 15 contains 110399 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 9075 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 26337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98742864.000000 Penalty: 37959.964844
Iteration 15Q: 18 clusters Score -9.874286e+07 nChanged 21978
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 176051 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 256884 members 
Mstep: Class 9 contains 50349 members 
Mstep: Class 10 contains 6483 members 
Mstep: Class 11 contains 173436 members 
Mstep: Class 12 contains 38452 members 
Mstep: Class 15 contains 114701 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 2135 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 27828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98752920.000000 Penalty: 37959.964844
Iteration 16Q: 18 clusters Score -9.875292e+07 nChanged 18963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 3111 members 
Mstep: Class 3 contains 172023 members 
Mstep: Class 5 contains 22289 members 
Mstep: Class 6 contains 4213 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 256638 members 
Mstep: Class 9 contains 50693 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 173194 members 
Mstep: Class 12 contains 40054 members 
Mstep: Class 15 contains 117903 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 9133 members 
Mstep: Class 20 contains 29180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2115.046875 but Gain 2232.937500
Score: -98762824.000000 Penalty: 35727.027344
Iteration 17Q: 17 clusters Score -9.876282e+07 nChanged 18102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 169879 members 
Mstep: Class 5 contains 21072 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 256060 members 
Mstep: Class 9 contains 50925 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 172475 members 
Mstep: Class 12 contains 41485 members 
Mstep: Class 15 contains 119954 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 8374 members 
Mstep: Class 19 contains 9794 members 
Mstep: Class 20 contains 30458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98773232.000000 Penalty: 35727.027344
Iteration 18Q: 17 clusters Score -9.877323e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 166492 members 
Mstep: Class 5 contains 21457 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 255172 members 
Mstep: Class 9 contains 51065 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 171286 members 
Mstep: Class 12 contains 42643 members 
Mstep: Class 15 contains 120916 members 
Mstep: Class 16 contains 3390 members 
Mstep: Class 17 contains 8116 members 
Mstep: Class 19 contains 10351 members 
Mstep: Class 20 contains 31592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98779208.000000 Penalty: 35727.027344
Iteration 19Q: 17 clusters Score -9.877921e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 163358 members 
Mstep: Class 5 contains 22267 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 254310 members 
Mstep: Class 9 contains 51146 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 170056 members 
Mstep: Class 12 contains 43654 members 
Mstep: Class 15 contains 121465 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 7912 members 
Mstep: Class 19 contains 10879 members 
Mstep: Class 20 contains 32608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98784536.000000 Penalty: 35727.027344
Iteration 20F: 17 clusters Score -9.878454e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 159965 members 
Mstep: Class 5 contains 23169 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 253264 members 
Mstep: Class 9 contains 51143 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 168880 members 
Mstep: Class 12 contains 44497 members 
Mstep: Class 15 contains 121693 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 19 contains 11610 members 
Mstep: Class 20 contains 33541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98789888.000000 Penalty: 35727.027344
Iteration 21Q: 17 clusters Score -9.878989e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 156801 members 
Mstep: Class 5 contains 24055 members 
Mstep: Class 6 contains 4201 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 8 contains 252265 members 
Mstep: Class 9 contains 51153 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 167811 members 
Mstep: Class 12 contains 45212 members 
Mstep: Class 15 contains 121795 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 7552 members 
Mstep: Class 19 contains 12286 members 
Mstep: Class 20 contains 34353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98794336.000000 Penalty: 35727.027344
Iteration 22Q: 17 clusters Score -9.879434e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 153823 members 
Mstep: Class 5 contains 24851 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 3082 members 
Mstep: Class 8 contains 251212 members 
Mstep: Class 9 contains 51151 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 166846 members 
Mstep: Class 12 contains 45855 members 
Mstep: Class 15 contains 121747 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 7382 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 35084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98798608.000000 Penalty: 35727.027344
Iteration 23Q: 17 clusters Score -9.879861e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 150919 members 
Mstep: Class 5 contains 25576 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 250159 members 
Mstep: Class 9 contains 51094 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 165981 members 
Mstep: Class 12 contains 46493 members 
Mstep: Class 15 contains 121785 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 35769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98801408.000000 Penalty: 35727.027344
Iteration 24Q: 17 clusters Score -9.880141e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 148127 members 
Mstep: Class 5 contains 26260 members 
Mstep: Class 6 contains 4259 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 249207 members 
Mstep: Class 9 contains 51022 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 165267 members 
Mstep: Class 12 contains 46997 members 
Mstep: Class 15 contains 121872 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 19 contains 14263 members 
Mstep: Class 20 contains 36408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98804480.000000 Penalty: 35727.027344
Iteration 25Q: 17 clusters Score -9.880448e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 145572 members 
Mstep: Class 5 contains 26878 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 248292 members 
Mstep: Class 9 contains 50883 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 164655 members 
Mstep: Class 12 contains 47429 members 
Mstep: Class 15 contains 122089 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 19 contains 14873 members 
Mstep: Class 20 contains 37004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98807104.000000 Penalty: 35727.027344
Iteration 26Q: 17 clusters Score -9.88071e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 2755 members 
Mstep: Class 3 contains 143152 members 
Mstep: Class 5 contains 27441 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 247433 members 
Mstep: Class 9 contains 50727 members 
Mstep: Class 10 contains 2848 members 
Mstep: Class 11 contains 164083 members 
Mstep: Class 12 contains 47793 members 
Mstep: Class 15 contains 122395 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 6565 members 
Mstep: Class 19 contains 15526 members 
Mstep: Class 20 contains 37532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98810000.000000 Penalty: 35727.027344
Iteration 27Q: 17 clusters Score -9.881e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 140828 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 246633 members 
Mstep: Class 9 contains 50522 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 163572 members 
Mstep: Class 12 contains 48067 members 
Mstep: Class 15 contains 122713 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 19 contains 16183 members 
Mstep: Class 20 contains 38043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98813016.000000 Penalty: 35727.027344
Iteration 28Q: 17 clusters Score -9.881302e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 138754 members 
Mstep: Class 5 contains 28354 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 245897 members 
Mstep: Class 9 contains 50332 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 163051 members 
Mstep: Class 12 contains 48317 members 
Mstep: Class 15 contains 123019 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 19 contains 16817 members 
Mstep: Class 20 contains 38478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98814824.000000 Penalty: 35727.027344
Iteration 29Q: 17 clusters Score -9.881482e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 136989 members 
Mstep: Class 5 contains 28754 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 245300 members 
Mstep: Class 9 contains 50146 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 162552 members 
Mstep: Class 12 contains 48466 members 
Mstep: Class 15 contains 123310 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 20 contains 38883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98816624.000000 Penalty: 35727.027344
Iteration 30Q: 17 clusters Score -9.881662e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 135620 members 
Mstep: Class 5 contains 29100 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 244742 members 
Mstep: Class 9 contains 49972 members 
Mstep: Class 10 contains 2357 members 
Mstep: Class 11 contains 162038 members 
Mstep: Class 12 contains 48579 members 
Mstep: Class 15 contains 123505 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 19 contains 17883 members 
Mstep: Class 20 contains 39232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98817928.000000 Penalty: 35727.027344
Iteration 31Q: 17 clusters Score -9.881793e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 134640 members 
Mstep: Class 5 contains 29391 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 244147 members 
Mstep: Class 9 contains 49810 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 161539 members 
Mstep: Class 12 contains 48662 members 
Mstep: Class 15 contains 123658 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 19 contains 18297 members 
Mstep: Class 20 contains 39586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98819088.000000 Penalty: 35727.027344
Iteration 32Q: 17 clusters Score -9.881909e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 133948 members 
Mstep: Class 5 contains 29634 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 243569 members 
Mstep: Class 9 contains 49648 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 161061 members 
Mstep: Class 12 contains 48754 members 
Mstep: Class 15 contains 123727 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 19 contains 18665 members 
Mstep: Class 20 contains 39900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98819664.000000 Penalty: 35727.027344
Iteration 33Q: 17 clusters Score -9.881966e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 133398 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 242996 members 
Mstep: Class 9 contains 49487 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 160670 members 
Mstep: Class 12 contains 48818 members 
Mstep: Class 15 contains 123775 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 19 contains 18995 members 
Mstep: Class 20 contains 40219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98820376.000000 Penalty: 35727.027344
Iteration 34Q: 17 clusters Score -9.882038e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 132955 members 
Mstep: Class 5 contains 30026 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 242510 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 160354 members 
Mstep: Class 12 contains 48865 members 
Mstep: Class 15 contains 123810 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 19 contains 19303 members 
Mstep: Class 20 contains 40468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98820952.000000 Penalty: 35727.027344
Iteration 35Q: 17 clusters Score -9.882095e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 132575 members 
Mstep: Class 5 contains 30183 members 
Mstep: Class 6 contains 3867 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 242017 members 
Mstep: Class 9 contains 49099 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 160074 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 15 contains 123812 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 19 contains 19588 members 
Mstep: Class 20 contains 40717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98821424.000000 Penalty: 35727.027344
Iteration 36Q: 17 clusters Score -9.882142e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 132313 members 
Mstep: Class 5 contains 30349 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 241558 members 
Mstep: Class 9 contains 48965 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 159838 members 
Mstep: Class 12 contains 48918 members 
Mstep: Class 15 contains 123807 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 19 contains 19813 members 
Mstep: Class 20 contains 40921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98821704.000000 Penalty: 35727.027344
Iteration 37Q: 17 clusters Score -9.88217e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 132138 members 
Mstep: Class 5 contains 30476 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 8 contains 241129 members 
Mstep: Class 9 contains 48840 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 159663 members 
Mstep: Class 12 contains 48900 members 
Mstep: Class 15 contains 123763 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 19 contains 20006 members 
Mstep: Class 20 contains 41094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98822384.000000 Penalty: 35727.027344
Iteration 38Q: 17 clusters Score -9.882238e+07 nChanged 2046
Entering ConstructFrom: 
Score: -98822384.000000 Penalty: 35727.027344
Entering ConstructFrom: 
Trying to split cluster 1 (62935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Entering Unmasked Estep 
Score: -6904313.500000 Penalty: 1795.601929
	Iteration 0F: 2 clusters Score -6904314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -6862191.000000 Penalty: 3591.203857
	Iteration 0F: 3 clusters Score -6862191 nChanged 29966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -6879235.500000 Penalty: 3591.203857
	Iteration 1F: 3 clusters Score -6879236 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -6880130.000000 Penalty: 3591.203857
	Iteration 2Q: 3 clusters Score -6880130 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6881384.500000 Penalty: 3591.203857
	Iteration 3Q: 3 clusters Score -6881384 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -6883127.000000 Penalty: 3591.203857
	Iteration 4F: 3 clusters Score -6883127 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -6885741.000000 Penalty: 3591.203857
	Iteration 5F: 3 clusters Score -6885741 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -6889221.000000 Penalty: 3591.203857
	Iteration 6F: 3 clusters Score -6889221 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6893209.000000 Penalty: 3591.203857
	Iteration 7F: 3 clusters Score -6893209 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -6896440.000000 Penalty: 3591.203857
	Iteration 8F: 3 clusters Score -6896440 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6898051.500000 Penalty: 3591.203857
	Iteration 9Q: 3 clusters Score -6898052 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -6898755.500000 Penalty: 3591.203857
	Iteration 10Q: 3 clusters Score -6898756 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -6899262.000000 Penalty: 3591.203857
	Iteration 11Q: 3 clusters Score -6899262 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -6899640.500000 Penalty: 3591.203857
	Iteration 12Q: 3 clusters Score -6899640 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -6899982.000000 Penalty: 3591.203857
	Iteration 13Q: 3 clusters Score -6899982 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -6900236.000000 Penalty: 3591.203857
	Iteration 14Q: 3 clusters Score -6900236 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -6900490.000000 Penalty: 3591.203857
	Iteration 15Q: 3 clusters Score -6900490 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -6900758.000000 Penalty: 3591.203857
	Iteration 16Q: 3 clusters Score -6900758 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -6900956.000000 Penalty: 3591.203857
	Iteration 17Q: 3 clusters Score -6900956 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -6901140.500000 Penalty: 3591.203857
	Iteration 18Q: 3 clusters Score -6901140 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -6901331.000000 Penalty: 3591.203857
	Iteration 19Q: 3 clusters Score -6901331 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -6901556.000000 Penalty: 3591.203857
	Iteration 20F: 3 clusters Score -6901556 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -6901747.000000 Penalty: 3591.203857
	Iteration 21Q: 3 clusters Score -6901747 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -6901888.000000 Penalty: 3591.203857
	Iteration 22Q: 3 clusters Score -6901888 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -6901997.500000 Penalty: 3591.203857
	Iteration 23Q: 3 clusters Score -6901998 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -6902123.500000 Penalty: 3591.203857
	Iteration 24Q: 3 clusters Score -6902124 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6902221.500000 Penalty: 3591.203857
	Iteration 25Q: 3 clusters Score -6902222 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6902310.500000 Penalty: 3591.203857
	Iteration 26Q: 3 clusters Score -6902310 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6902374.500000 Penalty: 3591.203857
	Iteration 27Q: 3 clusters Score -6902374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6902471.000000 Penalty: 3591.203857
	Iteration 28Q: 3 clusters Score -6902471 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6902570.500000 Penalty: 3591.203857
	Iteration 29Q: 3 clusters Score -6902570 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6902634.500000 Penalty: 3591.203857
	Iteration 30Q: 3 clusters Score -6902634 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6902694.000000 Penalty: 3591.203857
	Iteration 31Q: 3 clusters Score -6902694 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6902753.500000 Penalty: 3591.203857
	Iteration 32Q: 3 clusters Score -6902754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6902799.500000 Penalty: 3591.203857
	Iteration 33Q: 3 clusters Score -6902800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6902849.000000 Penalty: 3591.203857
	Iteration 34Q: 3 clusters Score -6902849 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6902865.000000 Penalty: 3591.203857
	Iteration 35Q: 3 clusters Score -6902865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6902886.500000 Penalty: 3591.203857
	Iteration 36Q: 3 clusters Score -6902886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6902919.500000 Penalty: 3591.203857
	Iteration 37Q: 3 clusters Score -6902920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6902946.000000 Penalty: 3591.203857
	Iteration 38Q: 3 clusters Score -6902946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6902946.000000 Penalty: 3591.203857
	Iteration 39Q: 3 clusters Score -6902946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6902967.000000 Penalty: 3591.203857
	Iteration 40F: 3 clusters Score -6902967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6902963.500000 Penalty: 3591.203857
	Iteration 41Q: 3 clusters Score -6902964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6902973.000000 Penalty: 3591.203857
	Iteration 42Q: 3 clusters Score -6902973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6902981.000000 Penalty: 3591.203857
	Iteration 43Q: 3 clusters Score -6902981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6902993.500000 Penalty: 3591.203857
	Iteration 44Q: 3 clusters Score -6902994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6903003.500000 Penalty: 3591.203857
	Iteration 45Q: 3 clusters Score -6903004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6903011.000000 Penalty: 3591.203857
	Iteration 46Q: 3 clusters Score -6903011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6903012.000000 Penalty: 3591.203857
	Iteration 47Q: 3 clusters Score -6903012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6903012.000000 Penalty: 3591.203857
	Iteration 48Q: 3 clusters Score -6903012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6903019.500000 Penalty: 3591.203857
	Iteration 49Q: 3 clusters Score -6903020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6903025.500000 Penalty: 3591.203857
	Iteration 50Q: 3 clusters Score -6903026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6903026.000000 Penalty: 3591.203857
	Iteration 51Q: 3 clusters Score -6903026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6903033.500000 Penalty: 3591.203857
	Iteration 52Q: 3 clusters Score -6903034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6903037.500000 Penalty: 3591.203857
	Iteration 53Q: 3 clusters Score -6903038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6903034.000000 Penalty: 3591.203857
	Iteration 54Q: 3 clusters Score -6903034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6903041.000000 Penalty: 3591.203857
	Iteration 55Q: 3 clusters Score -6903041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6903052.500000 Penalty: 3591.203857
	Iteration 56Q: 3 clusters Score -6903052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6903054.000000 Penalty: 3591.203857
	Iteration 57Q: 3 clusters Score -6903054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6903048.500000 Penalty: 3591.203857
	Iteration 58Q: 3 clusters Score -6903048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6903055.000000 Penalty: 3591.203857
	Iteration 59Q: 3 clusters Score -6903055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6903055.500000 Penalty: 3591.203857
	Iteration 60F: 3 clusters Score -6903056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6903062.000000 Penalty: 3591.203857
	Iteration 61Q: 3 clusters Score -6903062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6903056.000000 Penalty: 3591.203857
	Iteration 62Q: 3 clusters Score -6903056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6903051.000000 Penalty: 3591.203857
	Iteration 63Q: 3 clusters Score -6903051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6903057.500000 Penalty: 3591.203857
	Iteration 64Q: 3 clusters Score -6903058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6903058.500000 Penalty: 3591.203857
	Iteration 65Q: 3 clusters Score -6903058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6903061.500000 Penalty: 3591.203857
	Iteration 66Q: 3 clusters Score -6903062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6903054.000000 Penalty: 3591.203857
	Iteration 67Q: 3 clusters Score -6903054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6903055.000000 Penalty: 3591.203857
	Iteration 68Q: 3 clusters Score -6903055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6903060.000000 Penalty: 3591.203857
	Iteration 69Q: 3 clusters Score -6903060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6903051.000000 Penalty: 3591.203857
	Iteration 70Q: 3 clusters Score -6903051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6903057.500000 Penalty: 3591.203857
	Iteration 71Q: 3 clusters Score -6903058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6903062.000000 Penalty: 3591.203857
	Iteration 72Q: 3 clusters Score -6903062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6903065.500000 Penalty: 3591.203857
	Iteration 73Q: 3 clusters Score -6903066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6903071.000000 Penalty: 3591.203857
	Iteration 74Q: 3 clusters Score -6903071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6903066.000000 Penalty: 3591.203857
	Iteration 75Q: 3 clusters Score -6903066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6903064.000000 Penalty: 3591.203857
	Iteration 76Q: 3 clusters Score -6903064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6903066.500000 Penalty: 3591.203857
	Iteration 77Q: 3 clusters Score -6903066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6903071.000000 Penalty: 3591.203857
	Iteration 78Q: 3 clusters Score -6903071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6903067.500000 Penalty: 3591.203857
	Iteration 79Q: 3 clusters Score -6903068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6903073.000000 Penalty: 3591.203857
	Iteration 80F: 3 clusters Score -6903073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6903070.500000 Penalty: 3591.203857
	Iteration 81Q: 3 clusters Score -6903070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6903071.500000 Penalty: 3591.203857
	Iteration 82Q: 3 clusters Score -6903072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6903069.000000 Penalty: 3591.203857
	Iteration 83Q: 3 clusters Score -6903069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6903064.000000 Penalty: 3591.203857
	Iteration 84Q: 3 clusters Score -6903064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6903061.500000 Penalty: 3591.203857
	Iteration 85Q: 3 clusters Score -6903062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6903069.000000 Penalty: 3591.203857
	Iteration 86Q: 3 clusters Score -6903069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6903065.000000 Penalty: 3591.203857
	Iteration 87Q: 3 clusters Score -6903065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6903064.500000 Penalty: 3591.203857
	Iteration 88Q: 3 clusters Score -6903064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6903069.500000 Penalty: 3591.203857
	Iteration 89Q: 3 clusters Score -6903070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6903069.500000 Penalty: 3591.203857
	Iteration 90F: 3 clusters Score -6903070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -404011.093750 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -404011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -400891.812500 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -400891.8 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -401634.437500 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -401634.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -401798.187500 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -401798.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -401902.937500 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -401902.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -401981.156250 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -401981.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -402033.156250 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -402033.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -402081.781250 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -402081.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -402130.718750 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -402130.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -402170.375000 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -402170.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -402194.781250 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -402194.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -402212.906250 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -402212.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -402242.937500 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -402242.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -402272.937500 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -402272.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -402307.937500 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -402307.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -402342.843750 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -402342.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -402380.000000 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -402380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -402418.968750 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -402419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -402452.968750 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -402453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -402480.968750 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -402481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -402504.656250 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -402504.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -402532.468750 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -402532.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -402555.843750 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -402555.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -402582.312500 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -402582.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -402612.687500 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -402612.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -402639.812500 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -402639.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -402669.062500 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -402669.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -402694.093750 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -402694.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -402722.750000 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -402722.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -402750.125000 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -402750.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -402772.375000 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -402772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -402785.937500 Penalty: 2660.419922
	Iteration 30Q: 3 clusters Score -402785.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -402799.781250 Penalty: 2660.419922
	Iteration 31Q: 3 clusters Score -402799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -402806.906250 Penalty: 2660.419922
	Iteration 32Q: 3 clusters Score -402806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -402811.187500 Penalty: 2660.419922
	Iteration 33Q: 3 clusters Score -402811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -402813.437500 Penalty: 2660.419922
	Iteration 34Q: 3 clusters Score -402813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -402816.343750 Penalty: 2660.419922
	Iteration 35Q: 3 clusters Score -402816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -402820.312500 Penalty: 2660.419922
	Iteration 36Q: 3 clusters Score -402820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -402825.312500 Penalty: 2660.419922
	Iteration 37Q: 3 clusters Score -402825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -402827.125000 Penalty: 2660.419922
	Iteration 38Q: 3 clusters Score -402827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -402828.031250 Penalty: 2660.419922
	Iteration 39Q: 3 clusters Score -402828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -402834.437500 Penalty: 2660.419922
	Iteration 40F: 3 clusters Score -402834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -402840.531250 Penalty: 2660.419922
	Iteration 41Q: 3 clusters Score -402840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -402844.000000 Penalty: 2660.419922
	Iteration 42Q: 3 clusters Score -402844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -402846.000000 Penalty: 2660.419922
	Iteration 43Q: 3 clusters Score -402846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -402848.500000 Penalty: 2660.419922
	Iteration 44Q: 3 clusters Score -402848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -402850.062500 Penalty: 2660.419922
	Iteration 45Q: 3 clusters Score -402850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -402851.281250 Penalty: 2660.419922
	Iteration 46Q: 3 clusters Score -402851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -402851.281250 Penalty: 2660.419922
	Iteration 47F: 3 clusters Score -402851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Entering Unmasked Estep 
Score: -14406055.000000 Penalty: 1915.960693
	Iteration 0F: 2 clusters Score -1.440606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -14318294.000000 Penalty: 3831.921387
	Iteration 0F: 3 clusters Score -1.431829e+07 nChanged 63437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -14360576.000000 Penalty: 3831.921387
	Iteration 1F: 3 clusters Score -1.436058e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -14365775.000000 Penalty: 3831.921387
	Iteration 2F: 3 clusters Score -1.436578e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -14370269.000000 Penalty: 3831.921387
	Iteration 3F: 3 clusters Score -1.437027e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -14374570.000000 Penalty: 3831.921387
	Iteration 4F: 3 clusters Score -1.437457e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -14379643.000000 Penalty: 3831.921387
	Iteration 5F: 3 clusters Score -1.437964e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -14385879.000000 Penalty: 3831.921387
	Iteration 6F: 3 clusters Score -1.438588e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -14392991.000000 Penalty: 3831.921387
	Iteration 7F: 3 clusters Score -1.439299e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -14400030.000000 Penalty: 3831.921387
	Iteration 8F: 3 clusters Score -1.440003e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -14406137.000000 Penalty: 3831.921387
	Iteration 9F: 3 clusters Score -1.440614e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -14410930.000000 Penalty: 3831.921387
	Iteration 10Q: 3 clusters Score -1.441093e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -14414248.000000 Penalty: 3831.921387
	Iteration 11Q: 3 clusters Score -1.441425e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -14416386.000000 Penalty: 3831.921387
	Iteration 12Q: 3 clusters Score -1.441639e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -14417742.000000 Penalty: 3831.921387
	Iteration 13Q: 3 clusters Score -1.441774e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -14418559.000000 Penalty: 3831.921387
	Iteration 14Q: 3 clusters Score -1.441856e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 127801 members 
Entering Unmasked Estep 
Score: -14419084.000000 Penalty: 3831.921387
	Iteration 15Q: 3 clusters Score -1.441908e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 128350 members 
Entering Unmasked Estep 
Score: -14419316.000000 Penalty: 3831.921387
	Iteration 16Q: 3 clusters Score -1.441932e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 128725 members 
Entering Unmasked Estep 
Score: -14419489.000000 Penalty: 3831.921387
	Iteration 17Q: 3 clusters Score -1.441949e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -14419531.000000 Penalty: 3831.921387
	Iteration 18Q: 3 clusters Score -1.441953e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 129119 members 
Entering Unmasked Estep 
Score: -14419600.000000 Penalty: 3831.921387
	Iteration 19Q: 3 clusters Score -1.44196e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -14419588.000000 Penalty: 3831.921387
	Iteration 20F: 3 clusters Score -1.441959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -14419573.000000 Penalty: 3831.921387
	Iteration 21Q: 3 clusters Score -1.441957e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -14419574.000000 Penalty: 3831.921387
	Iteration 22Q: 3 clusters Score -1.441957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -14419585.000000 Penalty: 3831.921387
	Iteration 23Q: 3 clusters Score -1.441958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -14419599.000000 Penalty: 3831.921387
	Iteration 24Q: 3 clusters Score -1.44196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -14419604.000000 Penalty: 3831.921387
	Iteration 25Q: 3 clusters Score -1.44196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -14419599.000000 Penalty: 3831.921387
	Iteration 26Q: 3 clusters Score -1.44196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -14419603.000000 Penalty: 3831.921387
	Iteration 27Q: 3 clusters Score -1.44196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -14419601.000000 Penalty: 3831.921387
	Iteration 28Q: 3 clusters Score -1.44196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -14419595.000000 Penalty: 3831.921387
	Iteration 29Q: 3 clusters Score -1.44196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -14419600.000000 Penalty: 3831.921387
	Iteration 30Q: 3 clusters Score -1.44196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -14419594.000000 Penalty: 3831.921387
	Iteration 31Q: 3 clusters Score -1.441959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -14419594.000000 Penalty: 3831.921387
	Iteration 32F: 3 clusters Score -1.441959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 129350 members 
Mstep: Class 5 contains 30587 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 240756 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 15 contains 123734 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 41252 members 
Entering Unmasked Estep 
Score: -98835936.000000 Penalty: 37959.964844
Splitting cluster 3 changes total score from -98822384.000000 to -98835936.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (30587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Entering Unmasked Estep 
Score: -3358027.500000 Penalty: 1678.353638
	Iteration 0F: 2 clusters Score -3358028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3337420.750000 Penalty: 3356.707275
	Iteration 0F: 3 clusters Score -3337421 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3346500.750000 Penalty: 3356.707275
	Iteration 1F: 3 clusters Score -3346501 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3348816.000000 Penalty: 3356.707275
	Iteration 2F: 3 clusters Score -3348816 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3351560.750000 Penalty: 3356.707275
	Iteration 3F: 3 clusters Score -3351561 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3354631.250000 Penalty: 3356.707275
	Iteration 4F: 3 clusters Score -3354631 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3357044.500000 Penalty: 3356.707275
	Iteration 5F: 3 clusters Score -3357044 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3358277.250000 Penalty: 3356.707275
	Iteration 6Q: 3 clusters Score -3358277 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3358827.000000 Penalty: 3356.707275
	Iteration 7Q: 3 clusters Score -3358827 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3359156.250000 Penalty: 3356.707275
	Iteration 8Q: 3 clusters Score -3359156 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3359333.250000 Penalty: 3356.707275
	Iteration 9Q: 3 clusters Score -3359333 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3359474.500000 Penalty: 3356.707275
	Iteration 10Q: 3 clusters Score -3359474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3359569.500000 Penalty: 3356.707275
	Iteration 11Q: 3 clusters Score -3359570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3359665.000000 Penalty: 3356.707275
	Iteration 12Q: 3 clusters Score -3359665 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3359721.000000 Penalty: 3356.707275
	Iteration 13Q: 3 clusters Score -3359721 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3359763.750000 Penalty: 3356.707275
	Iteration 14Q: 3 clusters Score -3359764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3359812.250000 Penalty: 3356.707275
	Iteration 15Q: 3 clusters Score -3359812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3359838.750000 Penalty: 3356.707275
	Iteration 16Q: 3 clusters Score -3359839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3359845.500000 Penalty: 3356.707275
	Iteration 17Q: 3 clusters Score -3359846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3359865.250000 Penalty: 3356.707275
	Iteration 18Q: 3 clusters Score -3359865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3359867.000000 Penalty: 3356.707275
	Iteration 19Q: 3 clusters Score -3359867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3359889.750000 Penalty: 3356.707275
	Iteration 20F: 3 clusters Score -3359890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3359895.000000 Penalty: 3356.707275
	Iteration 21Q: 3 clusters Score -3359895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3359907.750000 Penalty: 3356.707275
	Iteration 22Q: 3 clusters Score -3359908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3359921.250000 Penalty: 3356.707275
	Iteration 23Q: 3 clusters Score -3359921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3359927.500000 Penalty: 3356.707275
	Iteration 24Q: 3 clusters Score -3359928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3359927.500000 Penalty: 3356.707275
	Iteration 25Q: 3 clusters Score -3359928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3359930.750000 Penalty: 3356.707275
	Iteration 26Q: 3 clusters Score -3359931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3359932.500000 Penalty: 3356.707275
	Iteration 27Q: 3 clusters Score -3359932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3359940.000000 Penalty: 3356.707275
	Iteration 28Q: 3 clusters Score -3359940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3359935.750000 Penalty: 3356.707275
	Iteration 29Q: 3 clusters Score -3359936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3359932.000000 Penalty: 3356.707275
	Iteration 30Q: 3 clusters Score -3359932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3359928.750000 Penalty: 3356.707275
	Iteration 31Q: 3 clusters Score -3359929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3359931.000000 Penalty: 3356.707275
	Iteration 32Q: 3 clusters Score -3359931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3359932.250000 Penalty: 3356.707275
	Iteration 33Q: 3 clusters Score -3359932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3359931.000000 Penalty: 3356.707275
	Iteration 34Q: 3 clusters Score -3359931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3359933.250000 Penalty: 3356.707275
	Iteration 35Q: 3 clusters Score -3359933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3359937.000000 Penalty: 3356.707275
	Iteration 36Q: 3 clusters Score -3359937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3359938.500000 Penalty: 3356.707275
	Iteration 37Q: 3 clusters Score -3359938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3359938.500000 Penalty: 3356.707275
	Iteration 38Q: 3 clusters Score -3359938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3359937.000000 Penalty: 3356.707275
	Iteration 39Q: 3 clusters Score -3359937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3359930.000000 Penalty: 3356.707275
	Iteration 40F: 3 clusters Score -3359930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3359933.000000 Penalty: 3356.707275
	Iteration 41Q: 3 clusters Score -3359933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3359934.250000 Penalty: 3356.707275
	Iteration 42Q: 3 clusters Score -3359934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3359934.250000 Penalty: 3356.707275
	Iteration 43F: 3 clusters Score -3359934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 129350 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 240756 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 15 contains 123734 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 41252 members 
Entering Unmasked Estep 
Score: -98837320.000000 Penalty: 40192.906250
Splitting cluster 5 changes total score from -98822384.000000 to -98837320.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -414442.906250 Penalty: 1339.746948
	Iteration 0F: 2 clusters Score -414442.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -411211.656250 Penalty: 2679.493896
	Iteration 0F: 3 clusters Score -411211.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -412077.625000 Penalty: 2679.493896
	Iteration 1F: 3 clusters Score -412077.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -412230.812500 Penalty: 2679.493896
	Iteration 2F: 3 clusters Score -412230.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -412340.406250 Penalty: 2679.493896
	Iteration 3F: 3 clusters Score -412340.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -412421.593750 Penalty: 2679.493896
	Iteration 4Q: 3 clusters Score -412421.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -412484.906250 Penalty: 2679.493896
	Iteration 5Q: 3 clusters Score -412484.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -412532.250000 Penalty: 2679.493896
	Iteration 6Q: 3 clusters Score -412532.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -412579.875000 Penalty: 2679.493896
	Iteration 7Q: 3 clusters Score -412579.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -412620.093750 Penalty: 2679.493896
	Iteration 8Q: 3 clusters Score -412620.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -412673.281250 Penalty: 2679.493896
	Iteration 9Q: 3 clusters Score -412673.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -412727.187500 Penalty: 2679.493896
	Iteration 10Q: 3 clusters Score -412727.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -412777.406250 Penalty: 2679.493896
	Iteration 11Q: 3 clusters Score -412777.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -412826.656250 Penalty: 2679.493896
	Iteration 12Q: 3 clusters Score -412826.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -412889.343750 Penalty: 2679.493896
	Iteration 13Q: 3 clusters Score -412889.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -412970.937500 Penalty: 2679.493896
	Iteration 14Q: 3 clusters Score -412970.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -413051.812500 Penalty: 2679.493896
	Iteration 15Q: 3 clusters Score -413051.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -413129.437500 Penalty: 2679.493896
	Iteration 16Q: 3 clusters Score -413129.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -413203.031250 Penalty: 2679.493896
	Iteration 17Q: 3 clusters Score -413203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -413257.656250 Penalty: 2679.493896
	Iteration 18Q: 3 clusters Score -413257.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -413309.656250 Penalty: 2679.493896
	Iteration 19Q: 3 clusters Score -413309.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -413340.906250 Penalty: 2679.493896
	Iteration 20F: 3 clusters Score -413340.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -413364.656250 Penalty: 2679.493896
	Iteration 21Q: 3 clusters Score -413364.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -413385.750000 Penalty: 2679.493896
	Iteration 22Q: 3 clusters Score -413385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -413404.656250 Penalty: 2679.493896
	Iteration 23Q: 3 clusters Score -413404.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -413426.656250 Penalty: 2679.493896
	Iteration 24Q: 3 clusters Score -413426.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -413444.718750 Penalty: 2679.493896
	Iteration 25Q: 3 clusters Score -413444.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -413463.812500 Penalty: 2679.493896
	Iteration 26Q: 3 clusters Score -413463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -413471.218750 Penalty: 2679.493896
	Iteration 27Q: 3 clusters Score -413471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -413477.750000 Penalty: 2679.493896
	Iteration 28Q: 3 clusters Score -413477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -413483.593750 Penalty: 2679.493896
	Iteration 29Q: 3 clusters Score -413483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -413491.468750 Penalty: 2679.493896
	Iteration 30Q: 3 clusters Score -413491.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -413504.250000 Penalty: 2679.493896
	Iteration 31Q: 3 clusters Score -413504.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -413514.562500 Penalty: 2679.493896
	Iteration 32Q: 3 clusters Score -413514.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -413520.875000 Penalty: 2679.493896
	Iteration 33Q: 3 clusters Score -413520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -413523.000000 Penalty: 2679.493896
	Iteration 34Q: 3 clusters Score -413523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -413524.656250 Penalty: 2679.493896
	Iteration 35Q: 3 clusters Score -413524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -413527.125000 Penalty: 2679.493896
	Iteration 36Q: 3 clusters Score -413527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -413528.593750 Penalty: 2679.493896
	Iteration 37Q: 3 clusters Score -413528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -413532.281250 Penalty: 2679.493896
	Iteration 38Q: 3 clusters Score -413532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -413534.187500 Penalty: 2679.493896
	Iteration 39Q: 3 clusters Score -413534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -413536.687500 Penalty: 2679.493896
	Iteration 40F: 3 clusters Score -413536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -413539.687500 Penalty: 2679.493896
	Iteration 41Q: 3 clusters Score -413539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -413542.218750 Penalty: 2679.493896
	Iteration 42Q: 3 clusters Score -413542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -413543.812500 Penalty: 2679.493896
	Iteration 43Q: 3 clusters Score -413543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -413544.875000 Penalty: 2679.493896
	Iteration 44Q: 3 clusters Score -413544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -413544.875000 Penalty: 2679.493896
	Iteration 45F: 3 clusters Score -413544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -399099.312500 Penalty: 1339.148315
	Iteration 0F: 2 clusters Score -399099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -395894.281250 Penalty: 2678.296631
	Iteration 0F: 3 clusters Score -395894.3 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -396733.031250 Penalty: 2678.296631
	Iteration 1F: 3 clusters Score -396733 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -396926.875000 Penalty: 2678.296631
	Iteration 2F: 3 clusters Score -396926.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -397153.750000 Penalty: 2678.296631
	Iteration 3F: 3 clusters Score -397153.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -397557.093750 Penalty: 2678.296631
	Iteration 4F: 3 clusters Score -397557.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -398111.531250 Penalty: 2678.296631
	Iteration 5F: 3 clusters Score -398111.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -398709.656250 Penalty: 2678.296631
	Iteration 6F: 3 clusters Score -398709.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -399152.562500 Penalty: 2678.296631
	Iteration 7F: 3 clusters Score -399152.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -399433.000000 Penalty: 2678.296631
	Iteration 8Q: 3 clusters Score -399433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -399607.968750 Penalty: 2678.296631
	Iteration 9Q: 3 clusters Score -399608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -399736.937500 Penalty: 2678.296631
	Iteration 10Q: 3 clusters Score -399736.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -399770.062500 Penalty: 2678.296631
	Iteration 11Q: 3 clusters Score -399770.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -399784.250000 Penalty: 2678.296631
	Iteration 12Q: 3 clusters Score -399784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -399789.500000 Penalty: 2678.296631
	Iteration 13Q: 3 clusters Score -399789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -399790.187500 Penalty: 2678.296631
	Iteration 14Q: 3 clusters Score -399790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -399790.187500 Penalty: 2678.296631
	Iteration 15F: 3 clusters Score -399790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 129350 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 8 contains 240756 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 123734 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 41252 members 
Entering Unmasked Estep 
Score: -98837112.000000 Penalty: 42425.843750
Splitting cluster 7 changes total score from -98822384.000000 to -98837112.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 8 (240756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240756 members 
Entering Unmasked Estep 
Score: -25858928.000000 Penalty: 2013.625122
	Iteration 0F: 2 clusters Score -2.585893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120133 members 
Mstep: Class 2 contains 120623 members 
Entering Unmasked Estep 
Score: -25725064.000000 Penalty: 4027.250244
	Iteration 0F: 3 clusters Score -2.572506e+07 nChanged 116808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 123567 members 
Entering Unmasked Estep 
Score: -25795186.000000 Penalty: 4027.250244
	Iteration 1F: 3 clusters Score -2.579519e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -25796922.000000 Penalty: 4027.250244
	Iteration 2Q: 3 clusters Score -2.579692e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111233 members 
Mstep: Class 2 contains 129523 members 
Entering Unmasked Estep 
Score: -25799412.000000 Penalty: 4027.250244
	Iteration 3Q: 3 clusters Score -2.579941e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -25802872.000000 Penalty: 4027.250244
	Iteration 4Q: 3 clusters Score -2.580287e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 142948 members 
Entering Unmasked Estep 
Score: -25807680.000000 Penalty: 4027.250244
	Iteration 5Q: 3 clusters Score -2.580768e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 153424 members 
Entering Unmasked Estep 
Score: -25814520.000000 Penalty: 4027.250244
	Iteration 6F: 3 clusters Score -2.581452e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -25822302.000000 Penalty: 4027.250244
	Iteration 7F: 3 clusters Score -2.58223e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 177491 members 
Entering Unmasked Estep 
Score: -25829468.000000 Penalty: 4027.250244
	Iteration 8F: 3 clusters Score -2.582947e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 187362 members 
Entering Unmasked Estep 
Score: -25835150.000000 Penalty: 4027.250244
	Iteration 9F: 3 clusters Score -2.583515e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 194418 members 
Entering Unmasked Estep 
Score: -25839008.000000 Penalty: 4027.250244
	Iteration 10Q: 3 clusters Score -2.583901e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 199012 members 
Entering Unmasked Estep 
Score: -25841142.000000 Penalty: 4027.250244
	Iteration 11Q: 3 clusters Score -2.584114e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 201988 members 
Entering Unmasked Estep 
Score: -25842260.000000 Penalty: 4027.250244
	Iteration 12Q: 3 clusters Score -2.584226e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 203985 members 
Entering Unmasked Estep 
Score: -25842792.000000 Penalty: 4027.250244
	Iteration 13Q: 3 clusters Score -2.584279e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 205288 members 
Entering Unmasked Estep 
Score: -25843054.000000 Penalty: 4027.250244
	Iteration 14Q: 3 clusters Score -2.584305e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 206316 members 
Entering Unmasked Estep 
Score: -25843022.000000 Penalty: 4027.250244
	Iteration 15Q: 3 clusters Score -2.584302e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 207071 members 
Entering Unmasked Estep 
Score: -25843022.000000 Penalty: 4027.250244
	Iteration 16Q: 3 clusters Score -2.584302e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 207675 members 
Entering Unmasked Estep 
Score: -25843030.000000 Penalty: 4027.250244
	Iteration 17Q: 3 clusters Score -2.584303e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 208166 members 
Entering Unmasked Estep 
Score: -25842948.000000 Penalty: 4027.250244
	Iteration 18Q: 3 clusters Score -2.584295e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 208557 members 
Entering Unmasked Estep 
Score: -25842980.000000 Penalty: 4027.250244
	Iteration 19Q: 3 clusters Score -2.584298e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 208852 members 
Entering Unmasked Estep 
Score: -25842948.000000 Penalty: 4027.250244
	Iteration 20F: 3 clusters Score -2.584295e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 209059 members 
Entering Unmasked Estep 
Score: -25842868.000000 Penalty: 4027.250244
	Iteration 21Q: 3 clusters Score -2.584287e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 209207 members 
Entering Unmasked Estep 
Score: -25842866.000000 Penalty: 4027.250244
	Iteration 22Q: 3 clusters Score -2.584287e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 209292 members 
Entering Unmasked Estep 
Score: -25842792.000000 Penalty: 4027.250244
	Iteration 23Q: 3 clusters Score -2.584279e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 209339 members 
Entering Unmasked Estep 
Score: -25842748.000000 Penalty: 4027.250244
	Iteration 24Q: 3 clusters Score -2.584275e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 209358 members 
Entering Unmasked Estep 
Score: -25842706.000000 Penalty: 4027.250244
	Iteration 25Q: 3 clusters Score -2.584271e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 209308 members 
Entering Unmasked Estep 
Score: -25842852.000000 Penalty: 4027.250244
	Iteration 26Q: 3 clusters Score -2.584285e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 209193 members 
Entering Unmasked Estep 
Score: -25842930.000000 Penalty: 4027.250244
	Iteration 27Q: 3 clusters Score -2.584293e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 209038 members 
Entering Unmasked Estep 
Score: -25842950.000000 Penalty: 4027.250244
	Iteration 28Q: 3 clusters Score -2.584295e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 208847 members 
Entering Unmasked Estep 
Score: -25842844.000000 Penalty: 4027.250244
	Iteration 29Q: 3 clusters Score -2.584284e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 208612 members 
Entering Unmasked Estep 
Score: -25842912.000000 Penalty: 4027.250244
	Iteration 30Q: 3 clusters Score -2.584291e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 208378 members 
Entering Unmasked Estep 
Score: -25842906.000000 Penalty: 4027.250244
	Iteration 31Q: 3 clusters Score -2.584291e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 208072 members 
Entering Unmasked Estep 
Score: -25842766.000000 Penalty: 4027.250244
	Iteration 32Q: 3 clusters Score -2.584277e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 207725 members 
Entering Unmasked Estep 
Score: -25842808.000000 Penalty: 4027.250244
	Iteration 33Q: 3 clusters Score -2.584281e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 207317 members 
Entering Unmasked Estep 
Score: -25842720.000000 Penalty: 4027.250244
	Iteration 34Q: 3 clusters Score -2.584272e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 206852 members 
Entering Unmasked Estep 
Score: -25842618.000000 Penalty: 4027.250244
	Iteration 35Q: 3 clusters Score -2.584262e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -25842636.000000 Penalty: 4027.250244
	Iteration 36Q: 3 clusters Score -2.584264e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -25842516.000000 Penalty: 4027.250244
	Iteration 37Q: 3 clusters Score -2.584252e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 205090 members 
Entering Unmasked Estep 
Score: -25842390.000000 Penalty: 4027.250244
	Iteration 38Q: 3 clusters Score -2.584239e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 204454 members 
Entering Unmasked Estep 
Score: -25842290.000000 Penalty: 4027.250244
	Iteration 39Q: 3 clusters Score -2.584229e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 203776 members 
Entering Unmasked Estep 
Score: -25842290.000000 Penalty: 4027.250244
	Iteration 40F: 3 clusters Score -2.584229e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 203008 members 
Entering Unmasked Estep 
Score: -25842258.000000 Penalty: 4027.250244
	Iteration 41Q: 3 clusters Score -2.584226e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 202228 members 
Entering Unmasked Estep 
Score: -25842224.000000 Penalty: 4027.250244
	Iteration 42Q: 3 clusters Score -2.584222e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 201334 members 
Entering Unmasked Estep 
Score: -25842226.000000 Penalty: 4027.250244
	Iteration 43Q: 3 clusters Score -2.584223e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 200432 members 
Entering Unmasked Estep 
Score: -25842308.000000 Penalty: 4027.250244
	Iteration 44Q: 3 clusters Score -2.584231e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 199446 members 
Entering Unmasked Estep 
Score: -25842368.000000 Penalty: 4027.250244
	Iteration 45Q: 3 clusters Score -2.584237e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 198395 members 
Entering Unmasked Estep 
Score: -25842278.000000 Penalty: 4027.250244
	Iteration 46Q: 3 clusters Score -2.584228e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 197249 members 
Entering Unmasked Estep 
Score: -25842432.000000 Penalty: 4027.250244
	Iteration 47Q: 3 clusters Score -2.584243e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 196066 members 
Entering Unmasked Estep 
Score: -25842480.000000 Penalty: 4027.250244
	Iteration 48Q: 3 clusters Score -2.584248e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 194778 members 
Entering Unmasked Estep 
Score: -25842374.000000 Penalty: 4027.250244
	Iteration 49Q: 3 clusters Score -2.584237e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 193393 members 
Entering Unmasked Estep 
Score: -25842326.000000 Penalty: 4027.250244
	Iteration 50Q: 3 clusters Score -2.584233e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 191905 members 
Entering Unmasked Estep 
Score: -25842338.000000 Penalty: 4027.250244
	Iteration 51Q: 3 clusters Score -2.584234e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -25842464.000000 Penalty: 4027.250244
	Iteration 52Q: 3 clusters Score -2.584246e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 188511 members 
Entering Unmasked Estep 
Score: -25842516.000000 Penalty: 4027.250244
	Iteration 53Q: 3 clusters Score -2.584252e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 186703 members 
Entering Unmasked Estep 
Score: -25842560.000000 Penalty: 4027.250244
	Iteration 54Q: 3 clusters Score -2.584256e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 184822 members 
Entering Unmasked Estep 
Score: -25842642.000000 Penalty: 4027.250244
	Iteration 55Q: 3 clusters Score -2.584264e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 182792 members 
Entering Unmasked Estep 
Score: -25842672.000000 Penalty: 4027.250244
	Iteration 56Q: 3 clusters Score -2.584267e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 180724 members 
Entering Unmasked Estep 
Score: -25842746.000000 Penalty: 4027.250244
	Iteration 57Q: 3 clusters Score -2.584275e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 178613 members 
Entering Unmasked Estep 
Score: -25842768.000000 Penalty: 4027.250244
	Iteration 58Q: 3 clusters Score -2.584277e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 176410 members 
Entering Unmasked Estep 
Score: -25843024.000000 Penalty: 4027.250244
	Iteration 59Q: 3 clusters Score -2.584302e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -25843306.000000 Penalty: 4027.250244
	Iteration 60F: 3 clusters Score -2.584331e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 171941 members 
Entering Unmasked Estep 
Score: -25843436.000000 Penalty: 4027.250244
	Iteration 61Q: 3 clusters Score -2.584344e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 169735 members 
Entering Unmasked Estep 
Score: -25843692.000000 Penalty: 4027.250244
	Iteration 62Q: 3 clusters Score -2.584369e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 167647 members 
Entering Unmasked Estep 
Score: -25843856.000000 Penalty: 4027.250244
	Iteration 63Q: 3 clusters Score -2.584386e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -25844066.000000 Penalty: 4027.250244
	Iteration 64Q: 3 clusters Score -2.584407e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 163918 members 
Entering Unmasked Estep 
Score: -25844256.000000 Penalty: 4027.250244
	Iteration 65Q: 3 clusters Score -2.584426e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -25844528.000000 Penalty: 4027.250244
	Iteration 66Q: 3 clusters Score -2.584453e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -25844790.000000 Penalty: 4027.250244
	Iteration 67Q: 3 clusters Score -2.584479e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -25844934.000000 Penalty: 4027.250244
	Iteration 68Q: 3 clusters Score -2.584493e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 158506 members 
Entering Unmasked Estep 
Score: -25844906.000000 Penalty: 4027.250244
	Iteration 69Q: 3 clusters Score -2.584491e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -25844816.000000 Penalty: 4027.250244
	Iteration 70Q: 3 clusters Score -2.584482e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -25844928.000000 Penalty: 4027.250244
	Iteration 71Q: 3 clusters Score -2.584493e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 155175 members 
Entering Unmasked Estep 
Score: -25844960.000000 Penalty: 4027.250244
	Iteration 72Q: 3 clusters Score -2.584496e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 154191 members 
Entering Unmasked Estep 
Score: -25845082.000000 Penalty: 4027.250244
	Iteration 73Q: 3 clusters Score -2.584508e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 153299 members 
Entering Unmasked Estep 
Score: -25845142.000000 Penalty: 4027.250244
	Iteration 74Q: 3 clusters Score -2.584514e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -25845220.000000 Penalty: 4027.250244
	Iteration 75Q: 3 clusters Score -2.584522e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -25845306.000000 Penalty: 4027.250244
	Iteration 76Q: 3 clusters Score -2.584531e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 151168 members 
Entering Unmasked Estep 
Score: -25845408.000000 Penalty: 4027.250244
	Iteration 77Q: 3 clusters Score -2.584541e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 150694 members 
Entering Unmasked Estep 
Score: -25845472.000000 Penalty: 4027.250244
	Iteration 78Q: 3 clusters Score -2.584547e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 150225 members 
Entering Unmasked Estep 
Score: -25845486.000000 Penalty: 4027.250244
	Iteration 79Q: 3 clusters Score -2.584549e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 149814 members 
Entering Unmasked Estep 
Score: -25845544.000000 Penalty: 4027.250244
	Iteration 80F: 3 clusters Score -2.584554e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 149485 members 
Entering Unmasked Estep 
Score: -25845604.000000 Penalty: 4027.250244
	Iteration 81Q: 3 clusters Score -2.58456e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -25845716.000000 Penalty: 4027.250244
	Iteration 82Q: 3 clusters Score -2.584572e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -25845838.000000 Penalty: 4027.250244
	Iteration 83Q: 3 clusters Score -2.584584e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 148750 members 
Entering Unmasked Estep 
Score: -25845884.000000 Penalty: 4027.250244
	Iteration 84Q: 3 clusters Score -2.584588e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -25845848.000000 Penalty: 4027.250244
	Iteration 85Q: 3 clusters Score -2.584585e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 148431 members 
Entering Unmasked Estep 
Score: -25845864.000000 Penalty: 4027.250244
	Iteration 86Q: 3 clusters Score -2.584586e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -25845836.000000 Penalty: 4027.250244
	Iteration 87Q: 3 clusters Score -2.584584e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 148206 members 
Entering Unmasked Estep 
Score: -25845810.000000 Penalty: 4027.250244
	Iteration 88Q: 3 clusters Score -2.584581e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -25845776.000000 Penalty: 4027.250244
	Iteration 89Q: 3 clusters Score -2.584578e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -25845736.000000 Penalty: 4027.250244
	Iteration 90Q: 3 clusters Score -2.584574e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -25845784.000000 Penalty: 4027.250244
	Iteration 91Q: 3 clusters Score -2.584578e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -25845880.000000 Penalty: 4027.250244
	Iteration 92Q: 3 clusters Score -2.584588e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 147882 members 
Entering Unmasked Estep 
Score: -25845862.000000 Penalty: 4027.250244
	Iteration 93Q: 3 clusters Score -2.584586e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -25845970.000000 Penalty: 4027.250244
	Iteration 94Q: 3 clusters Score -2.584597e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -25846012.000000 Penalty: 4027.250244
	Iteration 95Q: 3 clusters Score -2.584601e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 147784 members 
Entering Unmasked Estep 
Score: -25845996.000000 Penalty: 4027.250244
	Iteration 96Q: 3 clusters Score -2.5846e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -25846070.000000 Penalty: 4027.250244
	Iteration 97Q: 3 clusters Score -2.584607e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 147720 members 
Entering Unmasked Estep 
Score: -25846088.000000 Penalty: 4027.250244
	Iteration 98Q: 3 clusters Score -2.584609e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -25846110.000000 Penalty: 4027.250244
	Iteration 99Q: 3 clusters Score -2.584611e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 147701 members 
Entering Unmasked Estep 
Score: -25846172.000000 Penalty: 4027.250244
	Iteration 100F: 3 clusters Score -2.584617e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 147700 members 
Entering Unmasked Estep 
Score: -25846120.000000 Penalty: 4027.250244
	Iteration 101Q: 3 clusters Score -2.584612e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 147720 members 
Entering Unmasked Estep 
Score: -25846112.000000 Penalty: 4027.250244
	Iteration 102Q: 3 clusters Score -2.584611e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -25846188.000000 Penalty: 4027.250244
	Iteration 103Q: 3 clusters Score -2.584619e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -25846226.000000 Penalty: 4027.250244
	Iteration 104Q: 3 clusters Score -2.584623e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -25846258.000000 Penalty: 4027.250244
	Iteration 105Q: 3 clusters Score -2.584626e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 147627 members 
Entering Unmasked Estep 
Score: -25846238.000000 Penalty: 4027.250244
	Iteration 106Q: 3 clusters Score -2.584624e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 147597 members 
Entering Unmasked Estep 
Score: -25846222.000000 Penalty: 4027.250244
	Iteration 107Q: 3 clusters Score -2.584622e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -25846256.000000 Penalty: 4027.250244
	Iteration 108Q: 3 clusters Score -2.584626e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -25846270.000000 Penalty: 4027.250244
	Iteration 109Q: 3 clusters Score -2.584627e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -25846264.000000 Penalty: 4027.250244
	Iteration 110Q: 3 clusters Score -2.584626e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 147394 members 
Entering Unmasked Estep 
Score: -25846270.000000 Penalty: 4027.250244
	Iteration 111Q: 3 clusters Score -2.584627e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -25846304.000000 Penalty: 4027.250244
	Iteration 112Q: 3 clusters Score -2.58463e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -25846286.000000 Penalty: 4027.250244
	Iteration 113Q: 3 clusters Score -2.584629e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -25846294.000000 Penalty: 4027.250244
	Iteration 114Q: 3 clusters Score -2.584629e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -25846320.000000 Penalty: 4027.250244
	Iteration 115Q: 3 clusters Score -2.584632e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -25846338.000000 Penalty: 4027.250244
	Iteration 116Q: 3 clusters Score -2.584634e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 147338 members 
Entering Unmasked Estep 
Score: -25846376.000000 Penalty: 4027.250244
	Iteration 117Q: 3 clusters Score -2.584638e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -25846380.000000 Penalty: 4027.250244
	Iteration 118Q: 3 clusters Score -2.584638e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 147263 members 
Entering Unmasked Estep 
Score: -25846382.000000 Penalty: 4027.250244
	Iteration 119Q: 3 clusters Score -2.584638e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -25846392.000000 Penalty: 4027.250244
	Iteration 120F: 3 clusters Score -2.584639e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -25846382.000000 Penalty: 4027.250244
	Iteration 121Q: 3 clusters Score -2.584638e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -25846438.000000 Penalty: 4027.250244
	Iteration 122Q: 3 clusters Score -2.584644e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 147224 members 
Entering Unmasked Estep 
Score: -25846454.000000 Penalty: 4027.250244
	Iteration 123Q: 3 clusters Score -2.584645e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 147215 members 
Entering Unmasked Estep 
Score: -25846410.000000 Penalty: 4027.250244
	Iteration 124Q: 3 clusters Score -2.584641e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 147194 members 
Entering Unmasked Estep 
Score: -25846402.000000 Penalty: 4027.250244
	Iteration 125Q: 3 clusters Score -2.58464e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -25846374.000000 Penalty: 4027.250244
	Iteration 126Q: 3 clusters Score -2.584637e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -25846380.000000 Penalty: 4027.250244
	Iteration 127Q: 3 clusters Score -2.584638e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 147155 members 
Entering Unmasked Estep 
Score: -25846342.000000 Penalty: 4027.250244
	Iteration 128Q: 3 clusters Score -2.584634e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -25846332.000000 Penalty: 4027.250244
	Iteration 129Q: 3 clusters Score -2.584633e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 147076 members 
Entering Unmasked Estep 
Score: -25846346.000000 Penalty: 4027.250244
	Iteration 130Q: 3 clusters Score -2.584635e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -25846328.000000 Penalty: 4027.250244
	Iteration 131Q: 3 clusters Score -2.584633e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -25846336.000000 Penalty: 4027.250244
	Iteration 132Q: 3 clusters Score -2.584634e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -25846378.000000 Penalty: 4027.250244
	Iteration 133Q: 3 clusters Score -2.584638e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -25846400.000000 Penalty: 4027.250244
	Iteration 134Q: 3 clusters Score -2.58464e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 146867 members 
Entering Unmasked Estep 
Score: -25846410.000000 Penalty: 4027.250244
	Iteration 135Q: 3 clusters Score -2.584641e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -25846420.000000 Penalty: 4027.250244
	Iteration 136Q: 3 clusters Score -2.584642e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 146822 members 
Entering Unmasked Estep 
Score: -25846404.000000 Penalty: 4027.250244
	Iteration 137Q: 3 clusters Score -2.58464e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 146811 members 
Entering Unmasked Estep 
Score: -25846368.000000 Penalty: 4027.250244
	Iteration 138Q: 3 clusters Score -2.584637e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 146789 members 
Entering Unmasked Estep 
Score: -25846456.000000 Penalty: 4027.250244
	Iteration 139Q: 3 clusters Score -2.584646e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 146736 members 
Entering Unmasked Estep 
Score: -25846472.000000 Penalty: 4027.250244
	Iteration 140F: 3 clusters Score -2.584647e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 146690 members 
Entering Unmasked Estep 
Score: -25846500.000000 Penalty: 4027.250244
	Iteration 141Q: 3 clusters Score -2.58465e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 146649 members 
Entering Unmasked Estep 
Score: -25846540.000000 Penalty: 4027.250244
	Iteration 142Q: 3 clusters Score -2.584654e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -25846514.000000 Penalty: 4027.250244
	Iteration 143Q: 3 clusters Score -2.584651e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 146657 members 
Entering Unmasked Estep 
Score: -25846576.000000 Penalty: 4027.250244
	Iteration 144Q: 3 clusters Score -2.584658e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 146659 members 
Entering Unmasked Estep 
Score: -25846566.000000 Penalty: 4027.250244
	Iteration 145Q: 3 clusters Score -2.584657e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -25846600.000000 Penalty: 4027.250244
	Iteration 146Q: 3 clusters Score -2.58466e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -25846580.000000 Penalty: 4027.250244
	Iteration 147Q: 3 clusters Score -2.584658e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -25846578.000000 Penalty: 4027.250244
	Iteration 148Q: 3 clusters Score -2.584658e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -25846576.000000 Penalty: 4027.250244
	Iteration 149Q: 3 clusters Score -2.584658e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -25846618.000000 Penalty: 4027.250244
	Iteration 150Q: 3 clusters Score -2.584662e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -25846606.000000 Penalty: 4027.250244
	Iteration 151Q: 3 clusters Score -2.584661e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -25846594.000000 Penalty: 4027.250244
	Iteration 152Q: 3 clusters Score -2.584659e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -25846588.000000 Penalty: 4027.250244
	Iteration 153Q: 3 clusters Score -2.584659e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 146524 members 
Entering Unmasked Estep 
Score: -25846602.000000 Penalty: 4027.250244
	Iteration 154Q: 3 clusters Score -2.58466e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -25846606.000000 Penalty: 4027.250244
	Iteration 155Q: 3 clusters Score -2.584661e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -25846624.000000 Penalty: 4027.250244
	Iteration 156Q: 3 clusters Score -2.584662e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94317 members 
Mstep: Class 2 contains 146439 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 157Q: 3 clusters Score -2.584667e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 146390 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 158Q: 3 clusters Score -2.584666e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -25846680.000000 Penalty: 4027.250244
	Iteration 159Q: 3 clusters Score -2.584668e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 146335 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 160F: 3 clusters Score -2.584668e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 161Q: 3 clusters Score -2.584671e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 146261 members 
Entering Unmasked Estep 
Score: -25846732.000000 Penalty: 4027.250244
	Iteration 162Q: 3 clusters Score -2.584673e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 146233 members 
Entering Unmasked Estep 
Score: -25846724.000000 Penalty: 4027.250244
	Iteration 163Q: 3 clusters Score -2.584672e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -25846726.000000 Penalty: 4027.250244
	Iteration 164Q: 3 clusters Score -2.584673e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 146213 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 165Q: 3 clusters Score -2.584672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 146209 members 
Entering Unmasked Estep 
Score: -25846738.000000 Penalty: 4027.250244
	Iteration 166Q: 3 clusters Score -2.584674e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 146211 members 
Entering Unmasked Estep 
Score: -25846730.000000 Penalty: 4027.250244
	Iteration 167Q: 3 clusters Score -2.584673e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 146217 members 
Entering Unmasked Estep 
Score: -25846702.000000 Penalty: 4027.250244
	Iteration 168Q: 3 clusters Score -2.58467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 146228 members 
Entering Unmasked Estep 
Score: -25846682.000000 Penalty: 4027.250244
	Iteration 169Q: 3 clusters Score -2.584668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 146230 members 
Entering Unmasked Estep 
Score: -25846650.000000 Penalty: 4027.250244
	Iteration 170Q: 3 clusters Score -2.584665e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94508 members 
Mstep: Class 2 contains 146248 members 
Entering Unmasked Estep 
Score: -25846666.000000 Penalty: 4027.250244
	Iteration 171Q: 3 clusters Score -2.584667e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -25846672.000000 Penalty: 4027.250244
	Iteration 172Q: 3 clusters Score -2.584667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -25846678.000000 Penalty: 4027.250244
	Iteration 173Q: 3 clusters Score -2.584668e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 146318 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 174Q: 3 clusters Score -2.584671e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 175Q: 3 clusters Score -2.584671e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 146382 members 
Entering Unmasked Estep 
Score: -25846678.000000 Penalty: 4027.250244
	Iteration 176Q: 3 clusters Score -2.584668e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 177Q: 3 clusters Score -2.584666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 146443 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 178Q: 3 clusters Score -2.584666e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -25846646.000000 Penalty: 4027.250244
	Iteration 179Q: 3 clusters Score -2.584665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 146465 members 
Entering Unmasked Estep 
Score: -25846654.000000 Penalty: 4027.250244
	Iteration 180F: 3 clusters Score -2.584665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 146482 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 181Q: 3 clusters Score -2.584666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -25846652.000000 Penalty: 4027.250244
	Iteration 182Q: 3 clusters Score -2.584665e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 146495 members 
Entering Unmasked Estep 
Score: -25846676.000000 Penalty: 4027.250244
	Iteration 183Q: 3 clusters Score -2.584668e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 146506 members 
Entering Unmasked Estep 
Score: -25846692.000000 Penalty: 4027.250244
	Iteration 184Q: 3 clusters Score -2.584669e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -25846686.000000 Penalty: 4027.250244
	Iteration 185Q: 3 clusters Score -2.584669e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -25846682.000000 Penalty: 4027.250244
	Iteration 186Q: 3 clusters Score -2.584668e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 146536 members 
Entering Unmasked Estep 
Score: -25846702.000000 Penalty: 4027.250244
	Iteration 187Q: 3 clusters Score -2.58467e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 188Q: 3 clusters Score -2.58467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 146585 members 
Entering Unmasked Estep 
Score: -25846674.000000 Penalty: 4027.250244
	Iteration 189Q: 3 clusters Score -2.584667e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 146580 members 
Entering Unmasked Estep 
Score: -25846662.000000 Penalty: 4027.250244
	Iteration 190Q: 3 clusters Score -2.584666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -25846674.000000 Penalty: 4027.250244
	Iteration 191Q: 3 clusters Score -2.584667e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 146580 members 
Entering Unmasked Estep 
Score: -25846672.000000 Penalty: 4027.250244
	Iteration 192Q: 3 clusters Score -2.584667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -25846676.000000 Penalty: 4027.250244
	Iteration 193Q: 3 clusters Score -2.584668e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -25846694.000000 Penalty: 4027.250244
	Iteration 194Q: 3 clusters Score -2.584669e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94169 members 
Mstep: Class 2 contains 146587 members 
Entering Unmasked Estep 
Score: -25846722.000000 Penalty: 4027.250244
	Iteration 195Q: 3 clusters Score -2.584672e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -25846704.000000 Penalty: 4027.250244
	Iteration 196Q: 3 clusters Score -2.58467e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -25846728.000000 Penalty: 4027.250244
	Iteration 197Q: 3 clusters Score -2.584673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -25846778.000000 Penalty: 4027.250244
	Iteration 198Q: 3 clusters Score -2.584678e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -25846758.000000 Penalty: 4027.250244
	Iteration 199Q: 3 clusters Score -2.584676e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 146566 members 
Entering Unmasked Estep 
Score: -25846742.000000 Penalty: 4027.250244
	Iteration 200F: 3 clusters Score -2.584674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 146551 members 
Entering Unmasked Estep 
Score: -25846740.000000 Penalty: 4027.250244
	Iteration 201Q: 3 clusters Score -2.584674e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -25846746.000000 Penalty: 4027.250244
	Iteration 202Q: 3 clusters Score -2.584675e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -25846770.000000 Penalty: 4027.250244
	Iteration 203Q: 3 clusters Score -2.584677e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -25846726.000000 Penalty: 4027.250244
	Iteration 204Q: 3 clusters Score -2.584673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 146527 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 205Q: 3 clusters Score -2.584672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 146538 members 
Entering Unmasked Estep 
Score: -25846718.000000 Penalty: 4027.250244
	Iteration 206Q: 3 clusters Score -2.584672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -25846714.000000 Penalty: 4027.250244
	Iteration 207Q: 3 clusters Score -2.584671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 208Q: 3 clusters Score -2.584671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -25846700.000000 Penalty: 4027.250244
	Iteration 209Q: 3 clusters Score -2.58467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 210Q: 3 clusters Score -2.58467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 146575 members 
Entering Unmasked Estep 
Score: -25846680.000000 Penalty: 4027.250244
	Iteration 211Q: 3 clusters Score -2.584668e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 146567 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 212Q: 3 clusters Score -2.58467e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 213Q: 3 clusters Score -2.584671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 214Q: 3 clusters Score -2.584671e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -25846700.000000 Penalty: 4027.250244
	Iteration 215Q: 3 clusters Score -2.58467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 146552 members 
Entering Unmasked Estep 
Score: -25846722.000000 Penalty: 4027.250244
	Iteration 216Q: 3 clusters Score -2.584672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 146544 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 217Q: 3 clusters Score -2.584671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -25846726.000000 Penalty: 4027.250244
	Iteration 218Q: 3 clusters Score -2.584673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 219Q: 3 clusters Score -2.584672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94207 members 
Mstep: Class 2 contains 146549 members 
Entering Unmasked Estep 
Score: -25846720.000000 Penalty: 4027.250244
	Iteration 220F: 3 clusters Score -2.584672e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 146552 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 221Q: 3 clusters Score -2.584671e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -25846732.000000 Penalty: 4027.250244
	Iteration 222Q: 3 clusters Score -2.584673e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 146546 members 
Entering Unmasked Estep 
Score: -25846720.000000 Penalty: 4027.250244
	Iteration 223Q: 3 clusters Score -2.584672e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -25846748.000000 Penalty: 4027.250244
	Iteration 224Q: 3 clusters Score -2.584675e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -25846742.000000 Penalty: 4027.250244
	Iteration 225Q: 3 clusters Score -2.584674e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -25846722.000000 Penalty: 4027.250244
	Iteration 226Q: 3 clusters Score -2.584672e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 227Q: 3 clusters Score -2.584671e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 146602 members 
Entering Unmasked Estep 
Score: -25846712.000000 Penalty: 4027.250244
	Iteration 228Q: 3 clusters Score -2.584671e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 146608 members 
Entering Unmasked Estep 
Score: -25846734.000000 Penalty: 4027.250244
	Iteration 229Q: 3 clusters Score -2.584673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -25846724.000000 Penalty: 4027.250244
	Iteration 230Q: 3 clusters Score -2.584672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -25846714.000000 Penalty: 4027.250244
	Iteration 231Q: 3 clusters Score -2.584671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -25846680.000000 Penalty: 4027.250244
	Iteration 232Q: 3 clusters Score -2.584668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 233Q: 3 clusters Score -2.584672e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -25846712.000000 Penalty: 4027.250244
	Iteration 234Q: 3 clusters Score -2.584671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 146632 members 
Entering Unmasked Estep 
Score: -25846704.000000 Penalty: 4027.250244
	Iteration 235Q: 3 clusters Score -2.58467e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -25846692.000000 Penalty: 4027.250244
	Iteration 236Q: 3 clusters Score -2.584669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 237Q: 3 clusters Score -2.584672e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 146629 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 238Q: 3 clusters Score -2.584671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 239Q: 3 clusters Score -2.584671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 240F: 3 clusters Score -2.584668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 241Q: 3 clusters Score -2.584671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 242Q: 3 clusters Score -2.58467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -25846692.000000 Penalty: 4027.250244
	Iteration 243Q: 3 clusters Score -2.584669e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -25846690.000000 Penalty: 4027.250244
	Iteration 244Q: 3 clusters Score -2.584669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -25846676.000000 Penalty: 4027.250244
	Iteration 245Q: 3 clusters Score -2.584668e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 246Q: 3 clusters Score -2.584668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 247Q: 3 clusters Score -2.584668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -25846660.000000 Penalty: 4027.250244
	Iteration 248Q: 3 clusters Score -2.584666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 249Q: 3 clusters Score -2.584668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 250Q: 3 clusters Score -2.584667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 146671 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 251Q: 3 clusters Score -2.584666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -25846676.000000 Penalty: 4027.250244
	Iteration 252Q: 3 clusters Score -2.584668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 146665 members 
Entering Unmasked Estep 
Score: -25846674.000000 Penalty: 4027.250244
	Iteration 253Q: 3 clusters Score -2.584667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 254Q: 3 clusters Score -2.584671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 146659 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 255Q: 3 clusters Score -2.58467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -25846704.000000 Penalty: 4027.250244
	Iteration 256Q: 3 clusters Score -2.58467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -25846726.000000 Penalty: 4027.250244
	Iteration 257Q: 3 clusters Score -2.584673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 146652 members 
Entering Unmasked Estep 
Score: -25846728.000000 Penalty: 4027.250244
	Iteration 258Q: 3 clusters Score -2.584673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -25846720.000000 Penalty: 4027.250244
	Iteration 259Q: 3 clusters Score -2.584672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -25846718.000000 Penalty: 4027.250244
	Iteration 260F: 3 clusters Score -2.584672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846712.000000 Penalty: 4027.250244
	Iteration 261Q: 3 clusters Score -2.584671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -25846742.000000 Penalty: 4027.250244
	Iteration 262Q: 3 clusters Score -2.584674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -25846744.000000 Penalty: 4027.250244
	Iteration 263Q: 3 clusters Score -2.584674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 146650 members 
Entering Unmasked Estep 
Score: -25846714.000000 Penalty: 4027.250244
	Iteration 264Q: 3 clusters Score -2.584671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 265Q: 3 clusters Score -2.584672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 146647 members 
Entering Unmasked Estep 
Score: -25846712.000000 Penalty: 4027.250244
	Iteration 266Q: 3 clusters Score -2.584671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 146657 members 
Entering Unmasked Estep 
Score: -25846724.000000 Penalty: 4027.250244
	Iteration 267Q: 3 clusters Score -2.584672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -25846704.000000 Penalty: 4027.250244
	Iteration 268Q: 3 clusters Score -2.58467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 269Q: 3 clusters Score -2.584671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 146659 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 270Q: 3 clusters Score -2.584671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -25846726.000000 Penalty: 4027.250244
	Iteration 271Q: 3 clusters Score -2.584673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 146655 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 272Q: 3 clusters Score -2.584671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 146659 members 
Entering Unmasked Estep 
Score: -25846692.000000 Penalty: 4027.250244
	Iteration 273Q: 3 clusters Score -2.584669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -25846700.000000 Penalty: 4027.250244
	Iteration 274Q: 3 clusters Score -2.58467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -25846686.000000 Penalty: 4027.250244
	Iteration 275Q: 3 clusters Score -2.584669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -25846678.000000 Penalty: 4027.250244
	Iteration 276Q: 3 clusters Score -2.584668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -25846680.000000 Penalty: 4027.250244
	Iteration 277Q: 3 clusters Score -2.584668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -25846680.000000 Penalty: 4027.250244
	Iteration 278Q: 3 clusters Score -2.584668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 279Q: 3 clusters Score -2.58467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -25846676.000000 Penalty: 4027.250244
	Iteration 280F: 3 clusters Score -2.584668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 281Q: 3 clusters Score -2.584666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -25846662.000000 Penalty: 4027.250244
	Iteration 282Q: 3 clusters Score -2.584666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -25846638.000000 Penalty: 4027.250244
	Iteration 283Q: 3 clusters Score -2.584664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -25846654.000000 Penalty: 4027.250244
	Iteration 284Q: 3 clusters Score -2.584665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 285Q: 3 clusters Score -2.584666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 286Q: 3 clusters Score -2.584667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 287Q: 3 clusters Score -2.584667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -25846672.000000 Penalty: 4027.250244
	Iteration 288Q: 3 clusters Score -2.584667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 146672 members 
Entering Unmasked Estep 
Score: -25846654.000000 Penalty: 4027.250244
	Iteration 289Q: 3 clusters Score -2.584665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 146671 members 
Entering Unmasked Estep 
Score: -25846662.000000 Penalty: 4027.250244
	Iteration 290Q: 3 clusters Score -2.584666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 291Q: 3 clusters Score -2.584667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 292Q: 3 clusters Score -2.584668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -25846690.000000 Penalty: 4027.250244
	Iteration 293Q: 3 clusters Score -2.584669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -25846690.000000 Penalty: 4027.250244
	Iteration 294Q: 3 clusters Score -2.584669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -25846696.000000 Penalty: 4027.250244
	Iteration 295Q: 3 clusters Score -2.58467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 296Q: 3 clusters Score -2.584668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 146672 members 
Entering Unmasked Estep 
Score: -25846690.000000 Penalty: 4027.250244
	Iteration 297Q: 3 clusters Score -2.584669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -25846678.000000 Penalty: 4027.250244
	Iteration 298Q: 3 clusters Score -2.584668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -25846688.000000 Penalty: 4027.250244
	Iteration 299Q: 3 clusters Score -2.584669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -25846688.000000 Penalty: 4027.250244
	Iteration 300F: 3 clusters Score -2.584669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 146655 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 301Q: 3 clusters Score -2.584671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -25846714.000000 Penalty: 4027.250244
	Iteration 302Q: 3 clusters Score -2.584671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 146659 members 
Entering Unmasked Estep 
Score: -25846724.000000 Penalty: 4027.250244
	Iteration 303Q: 3 clusters Score -2.584672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -25846704.000000 Penalty: 4027.250244
	Iteration 304Q: 3 clusters Score -2.58467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 146654 members 
Entering Unmasked Estep 
Score: -25846728.000000 Penalty: 4027.250244
	Iteration 305Q: 3 clusters Score -2.584673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -25846730.000000 Penalty: 4027.250244
	Iteration 306Q: 3 clusters Score -2.584673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -25846742.000000 Penalty: 4027.250244
	Iteration 307Q: 3 clusters Score -2.584674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846736.000000 Penalty: 4027.250244
	Iteration 308Q: 3 clusters Score -2.584674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 146642 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 309Q: 3 clusters Score -2.584671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -25846718.000000 Penalty: 4027.250244
	Iteration 310Q: 3 clusters Score -2.584672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 146632 members 
Entering Unmasked Estep 
Score: -25846738.000000 Penalty: 4027.250244
	Iteration 311Q: 3 clusters Score -2.584674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 312Q: 3 clusters Score -2.584671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 146629 members 
Entering Unmasked Estep 
Score: -25846710.000000 Penalty: 4027.250244
	Iteration 313Q: 3 clusters Score -2.584671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 146621 members 
Entering Unmasked Estep 
Score: -25846698.000000 Penalty: 4027.250244
	Iteration 314Q: 3 clusters Score -2.58467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -25846702.000000 Penalty: 4027.250244
	Iteration 315Q: 3 clusters Score -2.58467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 146618 members 
Entering Unmasked Estep 
Score: -25846704.000000 Penalty: 4027.250244
	Iteration 316Q: 3 clusters Score -2.58467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -25846706.000000 Penalty: 4027.250244
	Iteration 317Q: 3 clusters Score -2.584671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -25846716.000000 Penalty: 4027.250244
	Iteration 318Q: 3 clusters Score -2.584672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -25846724.000000 Penalty: 4027.250244
	Iteration 319Q: 3 clusters Score -2.584672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -25846724.000000 Penalty: 4027.250244
	Iteration 320F: 3 clusters Score -2.584672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -25846726.000000 Penalty: 4027.250244
	Iteration 321Q: 3 clusters Score -2.584673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846708.000000 Penalty: 4027.250244
	Iteration 322Q: 3 clusters Score -2.584671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 146642 members 
Entering Unmasked Estep 
Score: -25846688.000000 Penalty: 4027.250244
	Iteration 323Q: 3 clusters Score -2.584669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846684.000000 Penalty: 4027.250244
	Iteration 324Q: 3 clusters Score -2.584668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846688.000000 Penalty: 4027.250244
	Iteration 325Q: 3 clusters Score -2.584669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846692.000000 Penalty: 4027.250244
	Iteration 326Q: 3 clusters Score -2.584669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -25846686.000000 Penalty: 4027.250244
	Iteration 327Q: 3 clusters Score -2.584669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846682.000000 Penalty: 4027.250244
	Iteration 328Q: 3 clusters Score -2.584668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -25846676.000000 Penalty: 4027.250244
	Iteration 329Q: 3 clusters Score -2.584668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -25846678.000000 Penalty: 4027.250244
	Iteration 330Q: 3 clusters Score -2.584668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 331Q: 3 clusters Score -2.584667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -25846668.000000 Penalty: 4027.250244
	Iteration 332Q: 3 clusters Score -2.584667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -25846666.000000 Penalty: 4027.250244
	Iteration 333Q: 3 clusters Score -2.584667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -25846662.000000 Penalty: 4027.250244
	Iteration 334Q: 3 clusters Score -2.584666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -25846656.000000 Penalty: 4027.250244
	Iteration 335Q: 3 clusters Score -2.584666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -25846654.000000 Penalty: 4027.250244
	Iteration 336Q: 3 clusters Score -2.584665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -25846654.000000 Penalty: 4027.250244
	Iteration 337Q: 3 clusters Score -2.584665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 338Q: 3 clusters Score -2.584666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -25846658.000000 Penalty: 4027.250244
	Iteration 339Q: 3 clusters Score -2.584666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -25846674.000000 Penalty: 4027.250244
	Iteration 340F: 3 clusters Score -2.584667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -25846674.000000 Penalty: 4027.250244
	Iteration 341Q: 3 clusters Score -2.584667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -25846670.000000 Penalty: 4027.250244
	Iteration 342Q: 3 clusters Score -2.584667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 343Q: 3 clusters Score -2.584666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 146624 members 
Entering Unmasked Estep 
Score: -25846660.000000 Penalty: 4027.250244
	Iteration 344Q: 3 clusters Score -2.584666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 345Q: 3 clusters Score -2.584666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -25846664.000000 Penalty: 4027.250244
	Iteration 346F: 3 clusters Score -2.584666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Entering Unmasked Estep 
Score: -5098581.500000 Penalty: 1753.986572
	Iteration 0F: 2 clusters Score -5098582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5065968.500000 Penalty: 3507.973145
	Iteration 0F: 3 clusters Score -5065968 nChanged 22831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5079218.500000 Penalty: 3507.973145
	Iteration 1F: 3 clusters Score -5079218 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -5080271.000000 Penalty: 3507.973145
	Iteration 2Q: 3 clusters Score -5080271 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5082138.500000 Penalty: 3507.973145
	Iteration 3F: 3 clusters Score -5082138 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5085276.500000 Penalty: 3507.973145
	Iteration 4F: 3 clusters Score -5085276 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5089066.500000 Penalty: 3507.973145
	Iteration 5F: 3 clusters Score -5089066 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5092197.500000 Penalty: 3507.973145
	Iteration 6F: 3 clusters Score -5092198 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -5093975.500000 Penalty: 3507.973145
	Iteration 7F: 3 clusters Score -5093976 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5094670.500000 Penalty: 3507.973145
	Iteration 8Q: 3 clusters Score -5094670 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -5095039.500000 Penalty: 3507.973145
	Iteration 9Q: 3 clusters Score -5095040 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -5095311.500000 Penalty: 3507.973145
	Iteration 10Q: 3 clusters Score -5095312 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5095500.000000 Penalty: 3507.973145
	Iteration 11Q: 3 clusters Score -5095500 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5095619.000000 Penalty: 3507.973145
	Iteration 12Q: 3 clusters Score -5095619 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5095753.000000 Penalty: 3507.973145
	Iteration 13Q: 3 clusters Score -5095753 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5095870.000000 Penalty: 3507.973145
	Iteration 14Q: 3 clusters Score -5095870 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5096005.500000 Penalty: 3507.973145
	Iteration 15Q: 3 clusters Score -5096006 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5096172.500000 Penalty: 3507.973145
	Iteration 16Q: 3 clusters Score -5096172 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5096484.000000 Penalty: 3507.973145
	Iteration 17Q: 3 clusters Score -5096484 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5096977.000000 Penalty: 3507.973145
	Iteration 18Q: 3 clusters Score -5096977 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5097926.000000 Penalty: 3507.973145
	Iteration 19Q: 3 clusters Score -5097926 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5098183.500000 Penalty: 3507.973145
	Iteration 20F: 3 clusters Score -5098184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5098251.000000 Penalty: 3507.973145
	Iteration 21Q: 3 clusters Score -5098251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5098261.000000 Penalty: 3507.973145
	Iteration 22Q: 3 clusters Score -5098261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5098265.000000 Penalty: 3507.973145
	Iteration 23Q: 3 clusters Score -5098265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5098266.500000 Penalty: 3507.973145
	Iteration 24Q: 3 clusters Score -5098266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5098276.000000 Penalty: 3507.973145
	Iteration 25Q: 3 clusters Score -5098276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5098264.500000 Penalty: 3507.973145
	Iteration 26Q: 3 clusters Score -5098264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5098270.000000 Penalty: 3507.973145
	Iteration 27Q: 3 clusters Score -5098270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5098270.500000 Penalty: 3507.973145
	Iteration 28Q: 3 clusters Score -5098270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5098272.500000 Penalty: 3507.973145
	Iteration 29Q: 3 clusters Score -5098272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5098274.500000 Penalty: 3507.973145
	Iteration 30Q: 3 clusters Score -5098274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5098281.500000 Penalty: 3507.973145
	Iteration 31Q: 3 clusters Score -5098282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5098281.500000 Penalty: 3507.973145
	Iteration 32F: 3 clusters Score -5098282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -210835.593750 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -210835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208821.515625 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -208821.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -209211.015625 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -209211 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -209296.187500 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -209296.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209345.531250 Penalty: 2446.707764
	Iteration 3Q: 3 clusters Score -209345.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -209378.234375 Penalty: 2446.707764
	Iteration 4Q: 3 clusters Score -209378.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209398.750000 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -209398.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209410.593750 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -209410.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209420.515625 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -209420.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -209427.281250 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -209427.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -209435.046875 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -209435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -209440.281250 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -209440.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209444.296875 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -209444.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -209449.062500 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -209449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -209453.734375 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -209453.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209459.218750 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -209459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -209461.031250 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -209461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -209461.546875 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -209461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -209461.546875 Penalty: 2446.707764
	Iteration 17F: 3 clusters Score -209461.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Entering Unmasked Estep 
Score: -17330932.000000 Penalty: 1946.743896
	Iteration 0F: 2 clusters Score -1.733093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -17227914.000000 Penalty: 3893.487793
	Iteration 0F: 3 clusters Score -1.722791e+07 nChanged 77390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -17274132.000000 Penalty: 3893.487793
	Iteration 1F: 3 clusters Score -1.727413e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -17275452.000000 Penalty: 3893.487793
	Iteration 2Q: 3 clusters Score -1.727545e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -17277414.000000 Penalty: 3893.487793
	Iteration 3Q: 3 clusters Score -1.727741e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -17280420.000000 Penalty: 3893.487793
	Iteration 4Q: 3 clusters Score -1.728042e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -17284972.000000 Penalty: 3893.487793
	Iteration 5F: 3 clusters Score -1.728497e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -17292040.000000 Penalty: 3893.487793
	Iteration 6F: 3 clusters Score -1.729204e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -17301906.000000 Penalty: 3893.487793
	Iteration 7F: 3 clusters Score -1.730191e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -17311608.000000 Penalty: 3893.487793
	Iteration 8F: 3 clusters Score -1.731161e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 126804 members 
Entering Unmasked Estep 
Score: -17318796.000000 Penalty: 3893.487793
	Iteration 9F: 3 clusters Score -1.73188e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -17323408.000000 Penalty: 3893.487793
	Iteration 10Q: 3 clusters Score -1.732341e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 135176 members 
Entering Unmasked Estep 
Score: -17325954.000000 Penalty: 3893.487793
	Iteration 11Q: 3 clusters Score -1.732595e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -17327650.000000 Penalty: 3893.487793
	Iteration 12Q: 3 clusters Score -1.732765e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 140712 members 
Entering Unmasked Estep 
Score: -17328814.000000 Penalty: 3893.487793
	Iteration 13Q: 3 clusters Score -1.732881e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 142952 members 
Entering Unmasked Estep 
Score: -17329592.000000 Penalty: 3893.487793
	Iteration 14Q: 3 clusters Score -1.732959e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -17330056.000000 Penalty: 3893.487793
	Iteration 15Q: 3 clusters Score -1.733006e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -17330394.000000 Penalty: 3893.487793
	Iteration 16Q: 3 clusters Score -1.733039e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -17330676.000000 Penalty: 3893.487793
	Iteration 17Q: 3 clusters Score -1.733068e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -17330748.000000 Penalty: 3893.487793
	Iteration 18Q: 3 clusters Score -1.733075e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 150227 members 
Entering Unmasked Estep 
Score: -17330744.000000 Penalty: 3893.487793
	Iteration 19Q: 3 clusters Score -1.733074e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -17330694.000000 Penalty: 3893.487793
	Iteration 20F: 3 clusters Score -1.733069e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 151725 members 
Entering Unmasked Estep 
Score: -17330730.000000 Penalty: 3893.487793
	Iteration 21Q: 3 clusters Score -1.733073e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -17330642.000000 Penalty: 3893.487793
	Iteration 22Q: 3 clusters Score -1.733064e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -17330674.000000 Penalty: 3893.487793
	Iteration 23Q: 3 clusters Score -1.733067e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 153233 members 
Entering Unmasked Estep 
Score: -17330628.000000 Penalty: 3893.487793
	Iteration 24Q: 3 clusters Score -1.733063e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -17330608.000000 Penalty: 3893.487793
	Iteration 25Q: 3 clusters Score -1.733061e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -17330556.000000 Penalty: 3893.487793
	Iteration 26Q: 3 clusters Score -1.733056e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -17330538.000000 Penalty: 3893.487793
	Iteration 27Q: 3 clusters Score -1.733054e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -17330512.000000 Penalty: 3893.487793
	Iteration 28Q: 3 clusters Score -1.733051e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -17330490.000000 Penalty: 3893.487793
	Iteration 29Q: 3 clusters Score -1.733049e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -17330488.000000 Penalty: 3893.487793
	Iteration 30Q: 3 clusters Score -1.733049e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -17330462.000000 Penalty: 3893.487793
	Iteration 31Q: 3 clusters Score -1.733046e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 155265 members 
Entering Unmasked Estep 
Score: -17330460.000000 Penalty: 3893.487793
	Iteration 32Q: 3 clusters Score -1.733046e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
Score: -17330474.000000 Penalty: 3893.487793
	Iteration 33Q: 3 clusters Score -1.733047e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -17330492.000000 Penalty: 3893.487793
	Iteration 34Q: 3 clusters Score -1.733049e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -17330480.000000 Penalty: 3893.487793
	Iteration 35Q: 3 clusters Score -1.733048e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -17330502.000000 Penalty: 3893.487793
	Iteration 36Q: 3 clusters Score -1.73305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -17330468.000000 Penalty: 3893.487793
	Iteration 37Q: 3 clusters Score -1.733047e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -17330432.000000 Penalty: 3893.487793
	Iteration 38Q: 3 clusters Score -1.733043e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -17330432.000000 Penalty: 3893.487793
	Iteration 39Q: 3 clusters Score -1.733043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -17330410.000000 Penalty: 3893.487793
	Iteration 40F: 3 clusters Score -1.733041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 156108 members 
Entering Unmasked Estep 
Score: -17330420.000000 Penalty: 3893.487793
	Iteration 41Q: 3 clusters Score -1.733042e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -17330424.000000 Penalty: 3893.487793
	Iteration 42Q: 3 clusters Score -1.733042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -17330414.000000 Penalty: 3893.487793
	Iteration 43Q: 3 clusters Score -1.733041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -17330418.000000 Penalty: 3893.487793
	Iteration 44Q: 3 clusters Score -1.733042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 156317 members 
Entering Unmasked Estep 
Score: -17330414.000000 Penalty: 3893.487793
	Iteration 45Q: 3 clusters Score -1.733041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -17330400.000000 Penalty: 3893.487793
	Iteration 46Q: 3 clusters Score -1.73304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -17330382.000000 Penalty: 3893.487793
	Iteration 47Q: 3 clusters Score -1.733038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -17330388.000000 Penalty: 3893.487793
	Iteration 48Q: 3 clusters Score -1.733039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 156427 members 
Entering Unmasked Estep 
Score: -17330392.000000 Penalty: 3893.487793
	Iteration 49Q: 3 clusters Score -1.733039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -17330386.000000 Penalty: 3893.487793
	Iteration 50Q: 3 clusters Score -1.733039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -17330394.000000 Penalty: 3893.487793
	Iteration 51Q: 3 clusters Score -1.733039e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -17330404.000000 Penalty: 3893.487793
	Iteration 52Q: 3 clusters Score -1.73304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -17330388.000000 Penalty: 3893.487793
	Iteration 53Q: 3 clusters Score -1.733039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 156547 members 
Entering Unmasked Estep 
Score: -17330388.000000 Penalty: 3893.487793
	Iteration 54Q: 3 clusters Score -1.733039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -17330376.000000 Penalty: 3893.487793
	Iteration 55Q: 3 clusters Score -1.733038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 156599 members 
Entering Unmasked Estep 
Score: -17330388.000000 Penalty: 3893.487793
	Iteration 56Q: 3 clusters Score -1.733039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -17330396.000000 Penalty: 3893.487793
	Iteration 57Q: 3 clusters Score -1.73304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -17330384.000000 Penalty: 3893.487793
	Iteration 58Q: 3 clusters Score -1.733038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -17330392.000000 Penalty: 3893.487793
	Iteration 59Q: 3 clusters Score -1.733039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -17330398.000000 Penalty: 3893.487793
	Iteration 60F: 3 clusters Score -1.73304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 156699 members 
Entering Unmasked Estep 
Score: -17330394.000000 Penalty: 3893.487793
	Iteration 61Q: 3 clusters Score -1.733039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -17330384.000000 Penalty: 3893.487793
	Iteration 62Q: 3 clusters Score -1.733038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 156733 members 
Entering Unmasked Estep 
Score: -17330398.000000 Penalty: 3893.487793
	Iteration 63Q: 3 clusters Score -1.73304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 156744 members 
Entering Unmasked Estep 
Score: -17330382.000000 Penalty: 3893.487793
	Iteration 64Q: 3 clusters Score -1.733038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -17330396.000000 Penalty: 3893.487793
	Iteration 65Q: 3 clusters Score -1.73304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -17330380.000000 Penalty: 3893.487793
	Iteration 66Q: 3 clusters Score -1.733038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 156792 members 
Entering Unmasked Estep 
Score: -17330374.000000 Penalty: 3893.487793
	Iteration 67Q: 3 clusters Score -1.733037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -17330366.000000 Penalty: 3893.487793
	Iteration 68Q: 3 clusters Score -1.733037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -17330354.000000 Penalty: 3893.487793
	Iteration 69Q: 3 clusters Score -1.733035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -17330366.000000 Penalty: 3893.487793
	Iteration 70Q: 3 clusters Score -1.733037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 156827 members 
Entering Unmasked Estep 
Score: -17330356.000000 Penalty: 3893.487793
	Iteration 71Q: 3 clusters Score -1.733036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 156835 members 
Entering Unmasked Estep 
Score: -17330358.000000 Penalty: 3893.487793
	Iteration 72Q: 3 clusters Score -1.733036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
Score: -17330364.000000 Penalty: 3893.487793
	Iteration 73Q: 3 clusters Score -1.733036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -17330356.000000 Penalty: 3893.487793
	Iteration 74Q: 3 clusters Score -1.733036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 156860 members 
Entering Unmasked Estep 
Score: -17330350.000000 Penalty: 3893.487793
	Iteration 75Q: 3 clusters Score -1.733035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -17330368.000000 Penalty: 3893.487793
	Iteration 76Q: 3 clusters Score -1.733037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 156886 members 
Entering Unmasked Estep 
Score: -17330378.000000 Penalty: 3893.487793
	Iteration 77Q: 3 clusters Score -1.733038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 156895 members 
Entering Unmasked Estep 
Score: -17330366.000000 Penalty: 3893.487793
	Iteration 78Q: 3 clusters Score -1.733037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 156906 members 
Entering Unmasked Estep 
Score: -17330366.000000 Penalty: 3893.487793
	Iteration 79Q: 3 clusters Score -1.733037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -17330372.000000 Penalty: 3893.487793
	Iteration 80F: 3 clusters Score -1.733037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -17330362.000000 Penalty: 3893.487793
	Iteration 81Q: 3 clusters Score -1.733036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -17330350.000000 Penalty: 3893.487793
	Iteration 82Q: 3 clusters Score -1.733035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -17330356.000000 Penalty: 3893.487793
	Iteration 83Q: 3 clusters Score -1.733036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 156964 members 
Entering Unmasked Estep 
Score: -17330356.000000 Penalty: 3893.487793
	Iteration 84Q: 3 clusters Score -1.733036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -17330374.000000 Penalty: 3893.487793
	Iteration 85Q: 3 clusters Score -1.733037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -17330376.000000 Penalty: 3893.487793
	Iteration 86Q: 3 clusters Score -1.733038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -17330388.000000 Penalty: 3893.487793
	Iteration 87Q: 3 clusters Score -1.733039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -17330390.000000 Penalty: 3893.487793
	Iteration 88Q: 3 clusters Score -1.733039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -17330388.000000 Penalty: 3893.487793
	Iteration 89Q: 3 clusters Score -1.733039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -17330372.000000 Penalty: 3893.487793
	Iteration 90Q: 3 clusters Score -1.733037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 157002 members 
Entering Unmasked Estep 
Score: -17330376.000000 Penalty: 3893.487793
	Iteration 91Q: 3 clusters Score -1.733038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -17330374.000000 Penalty: 3893.487793
	Iteration 92Q: 3 clusters Score -1.733037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 157008 members 
Entering Unmasked Estep 
Score: -17330374.000000 Penalty: 3893.487793
	Iteration 93Q: 3 clusters Score -1.733037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -17330382.000000 Penalty: 3893.487793
	Iteration 94Q: 3 clusters Score -1.733038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -17330380.000000 Penalty: 3893.487793
	Iteration 95Q: 3 clusters Score -1.733038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -17330378.000000 Penalty: 3893.487793
	Iteration 96Q: 3 clusters Score -1.733038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -17330378.000000 Penalty: 3893.487793
	Iteration 97Q: 3 clusters Score -1.733038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -17330378.000000 Penalty: 3893.487793
	Iteration 98F: 3 clusters Score -1.733038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -5349623.500000 Penalty: 1754.569214
	Iteration 0F: 2 clusters Score -5349624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -5316907.500000 Penalty: 3509.138428
	Iteration 0F: 3 clusters Score -5316908 nChanged 22917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -5330066.500000 Penalty: 3509.138428
	Iteration 1F: 3 clusters Score -5330066 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5330854.500000 Penalty: 3509.138428
	Iteration 2Q: 3 clusters Score -5330854 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5331818.000000 Penalty: 3509.138428
	Iteration 3Q: 3 clusters Score -5331818 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -5333243.500000 Penalty: 3509.138428
	Iteration 4F: 3 clusters Score -5333244 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5335178.000000 Penalty: 3509.138428
	Iteration 5F: 3 clusters Score -5335178 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5337537.000000 Penalty: 3509.138428
	Iteration 6F: 3 clusters Score -5337537 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5340050.000000 Penalty: 3509.138428
	Iteration 7F: 3 clusters Score -5340050 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5342297.000000 Penalty: 3509.138428
	Iteration 8F: 3 clusters Score -5342297 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5344213.500000 Penalty: 3509.138428
	Iteration 9Q: 3 clusters Score -5344214 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5345549.000000 Penalty: 3509.138428
	Iteration 10Q: 3 clusters Score -5345549 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5346529.000000 Penalty: 3509.138428
	Iteration 11Q: 3 clusters Score -5346529 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5347245.000000 Penalty: 3509.138428
	Iteration 12Q: 3 clusters Score -5347245 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5347693.500000 Penalty: 3509.138428
	Iteration 13Q: 3 clusters Score -5347694 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5347998.000000 Penalty: 3509.138428
	Iteration 14Q: 3 clusters Score -5347998 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5348185.500000 Penalty: 3509.138428
	Iteration 15Q: 3 clusters Score -5348186 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5348306.000000 Penalty: 3509.138428
	Iteration 16Q: 3 clusters Score -5348306 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -5348371.500000 Penalty: 3509.138428
	Iteration 17Q: 3 clusters Score -5348372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -5348397.000000 Penalty: 3509.138428
	Iteration 18Q: 3 clusters Score -5348397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -5348427.500000 Penalty: 3509.138428
	Iteration 19Q: 3 clusters Score -5348428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -5348439.000000 Penalty: 3509.138428
	Iteration 20F: 3 clusters Score -5348439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5348460.000000 Penalty: 3509.138428
	Iteration 21Q: 3 clusters Score -5348460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -5348451.000000 Penalty: 3509.138428
	Iteration 22Q: 3 clusters Score -5348451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -5348465.500000 Penalty: 3509.138428
	Iteration 23Q: 3 clusters Score -5348466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5348472.000000 Penalty: 3509.138428
	Iteration 24Q: 3 clusters Score -5348472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -5348473.000000 Penalty: 3509.138428
	Iteration 25Q: 3 clusters Score -5348473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5348471.000000 Penalty: 3509.138428
	Iteration 26Q: 3 clusters Score -5348471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -5348467.000000 Penalty: 3509.138428
	Iteration 27Q: 3 clusters Score -5348467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -5348473.500000 Penalty: 3509.138428
	Iteration 28Q: 3 clusters Score -5348474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5348477.000000 Penalty: 3509.138428
	Iteration 29Q: 3 clusters Score -5348477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5348476.000000 Penalty: 3509.138428
	Iteration 30Q: 3 clusters Score -5348476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5348475.500000 Penalty: 3509.138428
	Iteration 31Q: 3 clusters Score -5348476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5348474.500000 Penalty: 3509.138428
	Iteration 32Q: 3 clusters Score -5348474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -5348476.000000 Penalty: 3509.138428
	Iteration 33Q: 3 clusters Score -5348476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5348476.500000 Penalty: 3509.138428
	Iteration 34Q: 3 clusters Score -5348476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5348476.500000 Penalty: 3509.138428
	Iteration 35F: 3 clusters Score -5348476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Entering Unmasked Estep 
Score: -13581571.000000 Penalty: 1905.457031
	Iteration 0F: 2 clusters Score -1.358157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -13498543.000000 Penalty: 3810.914062
	Iteration 0F: 3 clusters Score -1.349854e+07 nChanged 59478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -13533984.000000 Penalty: 3810.914062
	Iteration 1F: 3 clusters Score -1.353398e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -13535271.000000 Penalty: 3810.914062
	Iteration 2Q: 3 clusters Score -1.353527e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -13537525.000000 Penalty: 3810.914062
	Iteration 3Q: 3 clusters Score -1.353752e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -13541548.000000 Penalty: 3810.914062
	Iteration 4F: 3 clusters Score -1.354155e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -13548139.000000 Penalty: 3810.914062
	Iteration 5F: 3 clusters Score -1.354814e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -13556921.000000 Penalty: 3810.914062
	Iteration 6F: 3 clusters Score -1.355692e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -13565351.000000 Penalty: 3810.914062
	Iteration 7F: 3 clusters Score -1.356535e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -13572075.000000 Penalty: 3810.914062
	Iteration 8F: 3 clusters Score -1.357208e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -13576389.000000 Penalty: 3810.914062
	Iteration 9Q: 3 clusters Score -1.357639e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110880 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -13577911.000000 Penalty: 3810.914062
	Iteration 10Q: 3 clusters Score -1.357791e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -13578418.000000 Penalty: 3810.914062
	Iteration 11Q: 3 clusters Score -1.357842e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -13578612.000000 Penalty: 3810.914062
	Iteration 12Q: 3 clusters Score -1.357861e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112281 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -13578748.000000 Penalty: 3810.914062
	Iteration 13Q: 3 clusters Score -1.357875e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -13578870.000000 Penalty: 3810.914062
	Iteration 14Q: 3 clusters Score -1.357887e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -13578925.000000 Penalty: 3810.914062
	Iteration 15Q: 3 clusters Score -1.357892e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -13578985.000000 Penalty: 3810.914062
	Iteration 16Q: 3 clusters Score -1.357898e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -13579075.000000 Penalty: 3810.914062
	Iteration 17Q: 3 clusters Score -1.357908e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114223 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -13579155.000000 Penalty: 3810.914062
	Iteration 18Q: 3 clusters Score -1.357916e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -13579197.000000 Penalty: 3810.914062
	Iteration 19Q: 3 clusters Score -1.35792e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -13579243.000000 Penalty: 3810.914062
	Iteration 20F: 3 clusters Score -1.357924e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -13579277.000000 Penalty: 3810.914062
	Iteration 21Q: 3 clusters Score -1.357928e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -13579359.000000 Penalty: 3810.914062
	Iteration 22Q: 3 clusters Score -1.357936e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -13579414.000000 Penalty: 3810.914062
	Iteration 23Q: 3 clusters Score -1.357941e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -13579486.000000 Penalty: 3810.914062
	Iteration 24Q: 3 clusters Score -1.357949e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116028 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -13579572.000000 Penalty: 3810.914062
	Iteration 25Q: 3 clusters Score -1.357957e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -13579586.000000 Penalty: 3810.914062
	Iteration 26Q: 3 clusters Score -1.357959e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116420 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -13579606.000000 Penalty: 3810.914062
	Iteration 27Q: 3 clusters Score -1.357961e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -13579608.000000 Penalty: 3810.914062
	Iteration 28Q: 3 clusters Score -1.357961e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -13579613.000000 Penalty: 3810.914062
	Iteration 29Q: 3 clusters Score -1.357961e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -13579597.000000 Penalty: 3810.914062
	Iteration 30Q: 3 clusters Score -1.35796e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -13579632.000000 Penalty: 3810.914062
	Iteration 31Q: 3 clusters Score -1.357963e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -13579625.000000 Penalty: 3810.914062
	Iteration 32Q: 3 clusters Score -1.357962e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -13579617.000000 Penalty: 3810.914062
	Iteration 33Q: 3 clusters Score -1.357962e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -13579643.000000 Penalty: 3810.914062
	Iteration 34Q: 3 clusters Score -1.357964e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -13579696.000000 Penalty: 3810.914062
	Iteration 35Q: 3 clusters Score -1.35797e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -13579700.000000 Penalty: 3810.914062
	Iteration 36Q: 3 clusters Score -1.35797e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -13579736.000000 Penalty: 3810.914062
	Iteration 37Q: 3 clusters Score -1.357974e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117722 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -13579757.000000 Penalty: 3810.914062
	Iteration 38Q: 3 clusters Score -1.357976e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -13579775.000000 Penalty: 3810.914062
	Iteration 39Q: 3 clusters Score -1.357978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -13579793.000000 Penalty: 3810.914062
	Iteration 40F: 3 clusters Score -1.357979e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117965 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -13579817.000000 Penalty: 3810.914062
	Iteration 41Q: 3 clusters Score -1.357982e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -13579831.000000 Penalty: 3810.914062
	Iteration 42Q: 3 clusters Score -1.357983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -13579832.000000 Penalty: 3810.914062
	Iteration 43Q: 3 clusters Score -1.357983e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -13579830.000000 Penalty: 3810.914062
	Iteration 44Q: 3 clusters Score -1.357983e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -13579849.000000 Penalty: 3810.914062
	Iteration 45Q: 3 clusters Score -1.357985e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -13579884.000000 Penalty: 3810.914062
	Iteration 46Q: 3 clusters Score -1.357988e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -13579896.000000 Penalty: 3810.914062
	Iteration 47Q: 3 clusters Score -1.35799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -13579891.000000 Penalty: 3810.914062
	Iteration 48Q: 3 clusters Score -1.357989e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118663 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -13579920.000000 Penalty: 3810.914062
	Iteration 49Q: 3 clusters Score -1.357992e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -13579959.000000 Penalty: 3810.914062
	Iteration 50Q: 3 clusters Score -1.357996e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -13579962.000000 Penalty: 3810.914062
	Iteration 51Q: 3 clusters Score -1.357996e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -13579984.000000 Penalty: 3810.914062
	Iteration 52Q: 3 clusters Score -1.357998e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -13579971.000000 Penalty: 3810.914062
	Iteration 53Q: 3 clusters Score -1.357997e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -13580007.000000 Penalty: 3810.914062
	Iteration 54Q: 3 clusters Score -1.358001e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -13580056.000000 Penalty: 3810.914062
	Iteration 55Q: 3 clusters Score -1.358006e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -13580132.000000 Penalty: 3810.914062
	Iteration 56Q: 3 clusters Score -1.358013e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -13580136.000000 Penalty: 3810.914062
	Iteration 57Q: 3 clusters Score -1.358014e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -13580155.000000 Penalty: 3810.914062
	Iteration 58Q: 3 clusters Score -1.358016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -13580141.000000 Penalty: 3810.914062
	Iteration 59Q: 3 clusters Score -1.358014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13580136.000000 Penalty: 3810.914062
	Iteration 60F: 3 clusters Score -1.358014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -13580141.000000 Penalty: 3810.914062
	Iteration 61Q: 3 clusters Score -1.358014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119861 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -13580145.000000 Penalty: 3810.914062
	Iteration 62Q: 3 clusters Score -1.358014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -13580150.000000 Penalty: 3810.914062
	Iteration 63Q: 3 clusters Score -1.358015e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119969 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -13580152.000000 Penalty: 3810.914062
	Iteration 64Q: 3 clusters Score -1.358015e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -13580173.000000 Penalty: 3810.914062
	Iteration 65Q: 3 clusters Score -1.358017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -13580194.000000 Penalty: 3810.914062
	Iteration 66Q: 3 clusters Score -1.358019e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -13580240.000000 Penalty: 3810.914062
	Iteration 67Q: 3 clusters Score -1.358024e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -13580251.000000 Penalty: 3810.914062
	Iteration 68Q: 3 clusters Score -1.358025e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -13580255.000000 Penalty: 3810.914062
	Iteration 69Q: 3 clusters Score -1.358026e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13580268.000000 Penalty: 3810.914062
	Iteration 70Q: 3 clusters Score -1.358027e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -13580254.000000 Penalty: 3810.914062
	Iteration 71Q: 3 clusters Score -1.358025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -13580294.000000 Penalty: 3810.914062
	Iteration 72Q: 3 clusters Score -1.358029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -13580309.000000 Penalty: 3810.914062
	Iteration 73Q: 3 clusters Score -1.358031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -13580319.000000 Penalty: 3810.914062
	Iteration 74Q: 3 clusters Score -1.358032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13580309.000000 Penalty: 3810.914062
	Iteration 75Q: 3 clusters Score -1.358031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120578 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -13580322.000000 Penalty: 3810.914062
	Iteration 76Q: 3 clusters Score -1.358032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -13580350.000000 Penalty: 3810.914062
	Iteration 77Q: 3 clusters Score -1.358035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120637 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -13580364.000000 Penalty: 3810.914062
	Iteration 78Q: 3 clusters Score -1.358036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120661 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13580384.000000 Penalty: 3810.914062
	Iteration 79Q: 3 clusters Score -1.358038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120679 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -13580381.000000 Penalty: 3810.914062
	Iteration 80F: 3 clusters Score -1.358038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -13580379.000000 Penalty: 3810.914062
	Iteration 81Q: 3 clusters Score -1.358038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13580401.000000 Penalty: 3810.914062
	Iteration 82Q: 3 clusters Score -1.35804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13580395.000000 Penalty: 3810.914062
	Iteration 83Q: 3 clusters Score -1.35804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120737 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13580395.000000 Penalty: 3810.914062
	Iteration 84Q: 3 clusters Score -1.35804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120747 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -13580385.000000 Penalty: 3810.914062
	Iteration 85Q: 3 clusters Score -1.358038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13580378.000000 Penalty: 3810.914062
	Iteration 86Q: 3 clusters Score -1.358038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -13580404.000000 Penalty: 3810.914062
	Iteration 87Q: 3 clusters Score -1.35804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13580422.000000 Penalty: 3810.914062
	Iteration 88Q: 3 clusters Score -1.358042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -13580427.000000 Penalty: 3810.914062
	Iteration 89Q: 3 clusters Score -1.358043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13580421.000000 Penalty: 3810.914062
	Iteration 90Q: 3 clusters Score -1.358042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13580441.000000 Penalty: 3810.914062
	Iteration 91Q: 3 clusters Score -1.358044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13580431.000000 Penalty: 3810.914062
	Iteration 92Q: 3 clusters Score -1.358043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -13580410.000000 Penalty: 3810.914062
	Iteration 93Q: 3 clusters Score -1.358041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -13580404.000000 Penalty: 3810.914062
	Iteration 94Q: 3 clusters Score -1.35804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -13580414.000000 Penalty: 3810.914062
	Iteration 95Q: 3 clusters Score -1.358041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120852 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -13580402.000000 Penalty: 3810.914062
	Iteration 96Q: 3 clusters Score -1.35804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -13580401.000000 Penalty: 3810.914062
	Iteration 97Q: 3 clusters Score -1.35804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120876 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -13580402.000000 Penalty: 3810.914062
	Iteration 98Q: 3 clusters Score -1.35804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13580403.000000 Penalty: 3810.914062
	Iteration 99Q: 3 clusters Score -1.35804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -13580393.000000 Penalty: 3810.914062
	Iteration 100F: 3 clusters Score -1.358039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13580398.000000 Penalty: 3810.914062
	Iteration 101Q: 3 clusters Score -1.35804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13580401.000000 Penalty: 3810.914062
	Iteration 102Q: 3 clusters Score -1.35804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13580401.000000 Penalty: 3810.914062
	Iteration 103F: 3 clusters Score -1.35804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -148270.234375 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -148270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -146651.781250 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -146651.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -147441.187500 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -147441.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -148049.265625 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -148049.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -148851.828125 Penalty: 2394.915283
	Iteration 3F: 3 clusters Score -148851.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -149409.734375 Penalty: 2394.915283
	Iteration 4F: 3 clusters Score -149409.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -149625.656250 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -149625.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -149715.859375 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -149715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -149772.171875 Penalty: 2394.915283
	Iteration 7Q: 3 clusters Score -149772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -149792.265625 Penalty: 2394.915283
	Iteration 8Q: 3 clusters Score -149792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -149797.078125 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -149797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -149799.125000 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -149799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -149799.125000 Penalty: 2394.915283
	Iteration 11F: 3 clusters Score -149799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 129350 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 8 contains 240756 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 123734 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 41252 members 
Entering Unmasked Estep 
Score: -98837840.000000 Penalty: 44658.785156
Splitting cluster 16 changes total score from -98822384.000000 to -98837840.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 17 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -584274.937500 Penalty: 1388.784180
	Iteration 0F: 2 clusters Score -584274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -580182.625000 Penalty: 2777.568359
	Iteration 0F: 3 clusters Score -580182.6 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -581266.125000 Penalty: 2777.568359
	Iteration 1F: 3 clusters Score -581266.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -581426.375000 Penalty: 2777.568359
	Iteration 2F: 3 clusters Score -581426.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -581534.125000 Penalty: 2777.568359
	Iteration 3Q: 3 clusters Score -581534.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -581615.687500 Penalty: 2777.568359
	Iteration 4Q: 3 clusters Score -581615.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -581688.562500 Penalty: 2777.568359
	Iteration 5Q: 3 clusters Score -581688.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -581757.500000 Penalty: 2777.568359
	Iteration 6Q: 3 clusters Score -581757.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -581813.125000 Penalty: 2777.568359
	Iteration 7Q: 3 clusters Score -581813.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -581864.500000 Penalty: 2777.568359
	Iteration 8Q: 3 clusters Score -581864.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -581903.812500 Penalty: 2777.568359
	Iteration 9Q: 3 clusters Score -581903.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -581944.125000 Penalty: 2777.568359
	Iteration 10Q: 3 clusters Score -581944.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -581987.625000 Penalty: 2777.568359
	Iteration 11Q: 3 clusters Score -581987.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -582036.562500 Penalty: 2777.568359
	Iteration 12Q: 3 clusters Score -582036.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -582080.875000 Penalty: 2777.568359
	Iteration 13Q: 3 clusters Score -582080.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -582130.937500 Penalty: 2777.568359
	Iteration 14Q: 3 clusters Score -582130.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -582192.500000 Penalty: 2777.568359
	Iteration 15Q: 3 clusters Score -582192.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -582256.875000 Penalty: 2777.568359
	Iteration 16Q: 3 clusters Score -582256.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -582318.437500 Penalty: 2777.568359
	Iteration 17Q: 3 clusters Score -582318.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -582377.875000 Penalty: 2777.568359
	Iteration 18Q: 3 clusters Score -582377.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -582429.312500 Penalty: 2777.568359
	Iteration 19Q: 3 clusters Score -582429.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -582484.187500 Penalty: 2777.568359
	Iteration 20F: 3 clusters Score -582484.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -582539.562500 Penalty: 2777.568359
	Iteration 21Q: 3 clusters Score -582539.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -582593.937500 Penalty: 2777.568359
	Iteration 22Q: 3 clusters Score -582593.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -582655.125000 Penalty: 2777.568359
	Iteration 23Q: 3 clusters Score -582655.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -582697.375000 Penalty: 2777.568359
	Iteration 24Q: 3 clusters Score -582697.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -582725.750000 Penalty: 2777.568359
	Iteration 25Q: 3 clusters Score -582725.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -582757.125000 Penalty: 2777.568359
	Iteration 26Q: 3 clusters Score -582757.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -582784.437500 Penalty: 2777.568359
	Iteration 27Q: 3 clusters Score -582784.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -582816.562500 Penalty: 2777.568359
	Iteration 28Q: 3 clusters Score -582816.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -582849.250000 Penalty: 2777.568359
	Iteration 29Q: 3 clusters Score -582849.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -582869.187500 Penalty: 2777.568359
	Iteration 30Q: 3 clusters Score -582869.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -582881.812500 Penalty: 2777.568359
	Iteration 31Q: 3 clusters Score -582881.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -582896.375000 Penalty: 2777.568359
	Iteration 32Q: 3 clusters Score -582896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -582909.125000 Penalty: 2777.568359
	Iteration 33Q: 3 clusters Score -582909.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -582917.812500 Penalty: 2777.568359
	Iteration 34Q: 3 clusters Score -582917.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -582930.000000 Penalty: 2777.568359
	Iteration 35Q: 3 clusters Score -582930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -582936.750000 Penalty: 2777.568359
	Iteration 36Q: 3 clusters Score -582936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -582945.812500 Penalty: 2777.568359
	Iteration 37Q: 3 clusters Score -582945.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -582955.812500 Penalty: 2777.568359
	Iteration 38Q: 3 clusters Score -582955.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -582964.750000 Penalty: 2777.568359
	Iteration 39Q: 3 clusters Score -582964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -582967.625000 Penalty: 2777.568359
	Iteration 40F: 3 clusters Score -582967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -582970.062500 Penalty: 2777.568359
	Iteration 41Q: 3 clusters Score -582970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -582973.562500 Penalty: 2777.568359
	Iteration 42Q: 3 clusters Score -582973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -582976.687500 Penalty: 2777.568359
	Iteration 43Q: 3 clusters Score -582976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -582980.750000 Penalty: 2777.568359
	Iteration 44Q: 3 clusters Score -582980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -582984.375000 Penalty: 2777.568359
	Iteration 45Q: 3 clusters Score -582984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -582988.187500 Penalty: 2777.568359
	Iteration 46Q: 3 clusters Score -582988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -582990.812500 Penalty: 2777.568359
	Iteration 47Q: 3 clusters Score -582990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -582992.000000 Penalty: 2777.568359
	Iteration 48Q: 3 clusters Score -582992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -582995.437500 Penalty: 2777.568359
	Iteration 49Q: 3 clusters Score -582995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -582996.312500 Penalty: 2777.568359
	Iteration 50Q: 3 clusters Score -582996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -582998.937500 Penalty: 2777.568359
	Iteration 51Q: 3 clusters Score -582998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -582999.250000 Penalty: 2777.568359
	Iteration 52Q: 3 clusters Score -582999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -582999.187500 Penalty: 2777.568359
	Iteration 53Q: 3 clusters Score -582999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -582999.187500 Penalty: 2777.568359
	Iteration 54F: 3 clusters Score -582999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Entering Unmasked Estep 
Score: -2230721.250000 Penalty: 1610.611572
	Iteration 0F: 2 clusters Score -2230721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2216965.250000 Penalty: 3221.223145
	Iteration 0F: 3 clusters Score -2216965 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2222000.750000 Penalty: 3221.223145
	Iteration 1F: 3 clusters Score -2222001 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2222295.000000 Penalty: 3221.223145
	Iteration 2Q: 3 clusters Score -2222295 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2222557.250000 Penalty: 3221.223145
	Iteration 3Q: 3 clusters Score -2222557 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2222784.750000 Penalty: 3221.223145
	Iteration 4Q: 3 clusters Score -2222785 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2223016.250000 Penalty: 3221.223145
	Iteration 5Q: 3 clusters Score -2223016 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2223270.500000 Penalty: 3221.223145
	Iteration 6Q: 3 clusters Score -2223270 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2223569.250000 Penalty: 3221.223145
	Iteration 7Q: 3 clusters Score -2223569 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2223930.000000 Penalty: 3221.223145
	Iteration 8Q: 3 clusters Score -2223930 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2224386.500000 Penalty: 3221.223145
	Iteration 9Q: 3 clusters Score -2224386 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2225048.500000 Penalty: 3221.223145
	Iteration 10Q: 3 clusters Score -2225048 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2225875.000000 Penalty: 3221.223145
	Iteration 11F: 3 clusters Score -2225875 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2226744.750000 Penalty: 3221.223145
	Iteration 12F: 3 clusters Score -2226745 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2227539.250000 Penalty: 3221.223145
	Iteration 13Q: 3 clusters Score -2227539 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2228115.750000 Penalty: 3221.223145
	Iteration 14Q: 3 clusters Score -2228116 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2228525.250000 Penalty: 3221.223145
	Iteration 15Q: 3 clusters Score -2228525 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2228809.500000 Penalty: 3221.223145
	Iteration 16Q: 3 clusters Score -2228810 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2228975.000000 Penalty: 3221.223145
	Iteration 17Q: 3 clusters Score -2228975 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2229091.000000 Penalty: 3221.223145
	Iteration 18Q: 3 clusters Score -2229091 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2229169.000000 Penalty: 3221.223145
	Iteration 19Q: 3 clusters Score -2229169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2229220.500000 Penalty: 3221.223145
	Iteration 20F: 3 clusters Score -2229220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2229263.500000 Penalty: 3221.223145
	Iteration 21Q: 3 clusters Score -2229264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2229286.250000 Penalty: 3221.223145
	Iteration 22Q: 3 clusters Score -2229286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2229304.250000 Penalty: 3221.223145
	Iteration 23Q: 3 clusters Score -2229304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2229315.250000 Penalty: 3221.223145
	Iteration 24Q: 3 clusters Score -2229315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2229318.750000 Penalty: 3221.223145
	Iteration 25Q: 3 clusters Score -2229319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2229326.750000 Penalty: 3221.223145
	Iteration 26Q: 3 clusters Score -2229327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2229331.500000 Penalty: 3221.223145
	Iteration 27Q: 3 clusters Score -2229332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2229333.500000 Penalty: 3221.223145
	Iteration 28Q: 3 clusters Score -2229334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2229337.250000 Penalty: 3221.223145
	Iteration 29Q: 3 clusters Score -2229337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2229342.500000 Penalty: 3221.223145
	Iteration 30Q: 3 clusters Score -2229342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2229344.250000 Penalty: 3221.223145
	Iteration 31Q: 3 clusters Score -2229344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2229347.500000 Penalty: 3221.223145
	Iteration 32Q: 3 clusters Score -2229348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2229351.000000 Penalty: 3221.223145
	Iteration 33Q: 3 clusters Score -2229351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2229351.500000 Penalty: 3221.223145
	Iteration 34Q: 3 clusters Score -2229352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2229356.250000 Penalty: 3221.223145
	Iteration 35Q: 3 clusters Score -2229356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2229356.750000 Penalty: 3221.223145
	Iteration 36Q: 3 clusters Score -2229357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2229361.750000 Penalty: 3221.223145
	Iteration 37Q: 3 clusters Score -2229362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2229366.000000 Penalty: 3221.223145
	Iteration 38Q: 3 clusters Score -2229366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2229370.750000 Penalty: 3221.223145
	Iteration 39Q: 3 clusters Score -2229371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2229370.750000 Penalty: 3221.223145
	Iteration 40F: 3 clusters Score -2229371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2229372.000000 Penalty: 3221.223145
	Iteration 41Q: 3 clusters Score -2229372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2229372.000000 Penalty: 3221.223145
	Iteration 42F: 3 clusters Score -2229372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Entering Unmasked Estep 
Score: -4529286.000000 Penalty: 1726.961426
	Iteration 0F: 2 clusters Score -4529286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4501662.500000 Penalty: 3453.922852
	Iteration 0F: 3 clusters Score -4501662 nChanged 19250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4513243.000000 Penalty: 3453.922852
	Iteration 1F: 3 clusters Score -4513243 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4514448.500000 Penalty: 3453.922852
	Iteration 2F: 3 clusters Score -4514448 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4515742.000000 Penalty: 3453.922852
	Iteration 3F: 3 clusters Score -4515742 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4517206.000000 Penalty: 3453.922852
	Iteration 4F: 3 clusters Score -4517206 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4518883.500000 Penalty: 3453.922852
	Iteration 5F: 3 clusters Score -4518884 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4520825.000000 Penalty: 3453.922852
	Iteration 6F: 3 clusters Score -4520825 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4522726.000000 Penalty: 3453.922852
	Iteration 7F: 3 clusters Score -4522726 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4524352.500000 Penalty: 3453.922852
	Iteration 8F: 3 clusters Score -4524352 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4525436.500000 Penalty: 3453.922852
	Iteration 9Q: 3 clusters Score -4525436 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4526134.500000 Penalty: 3453.922852
	Iteration 10Q: 3 clusters Score -4526134 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4526554.000000 Penalty: 3453.922852
	Iteration 11Q: 3 clusters Score -4526554 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4526929.000000 Penalty: 3453.922852
	Iteration 12Q: 3 clusters Score -4526929 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4527224.500000 Penalty: 3453.922852
	Iteration 13Q: 3 clusters Score -4527224 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4527495.500000 Penalty: 3453.922852
	Iteration 14Q: 3 clusters Score -4527496 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4527725.500000 Penalty: 3453.922852
	Iteration 15Q: 3 clusters Score -4527726 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4527929.500000 Penalty: 3453.922852
	Iteration 16Q: 3 clusters Score -4527930 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4528110.500000 Penalty: 3453.922852
	Iteration 17Q: 3 clusters Score -4528110 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4528315.000000 Penalty: 3453.922852
	Iteration 18Q: 3 clusters Score -4528315 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4528479.000000 Penalty: 3453.922852
	Iteration 19Q: 3 clusters Score -4528479 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4528640.500000 Penalty: 3453.922852
	Iteration 20F: 3 clusters Score -4528640 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4528760.500000 Penalty: 3453.922852
	Iteration 21Q: 3 clusters Score -4528760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4528886.500000 Penalty: 3453.922852
	Iteration 22Q: 3 clusters Score -4528886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -4528988.000000 Penalty: 3453.922852
	Iteration 23Q: 3 clusters Score -4528988 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4529091.500000 Penalty: 3453.922852
	Iteration 24Q: 3 clusters Score -4529092 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4529151.000000 Penalty: 3453.922852
	Iteration 25Q: 3 clusters Score -4529151 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -4529206.500000 Penalty: 3453.922852
	Iteration 26Q: 3 clusters Score -4529206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4529246.500000 Penalty: 3453.922852
	Iteration 27Q: 3 clusters Score -4529246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4529278.000000 Penalty: 3453.922852
	Iteration 28Q: 3 clusters Score -4529278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4529307.500000 Penalty: 3453.922852
	Iteration 29Q: 3 clusters Score -4529308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4529317.500000 Penalty: 3453.922852
	Iteration 30Q: 3 clusters Score -4529318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -4529338.000000 Penalty: 3453.922852
	Iteration 31Q: 3 clusters Score -4529338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4529359.000000 Penalty: 3453.922852
	Iteration 32Q: 3 clusters Score -4529359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4529366.000000 Penalty: 3453.922852
	Iteration 33Q: 3 clusters Score -4529366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4529366.500000 Penalty: 3453.922852
	Iteration 34Q: 3 clusters Score -4529366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4529372.000000 Penalty: 3453.922852
	Iteration 35Q: 3 clusters Score -4529372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4529377.000000 Penalty: 3453.922852
	Iteration 36Q: 3 clusters Score -4529377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4529382.000000 Penalty: 3453.922852
	Iteration 37Q: 3 clusters Score -4529382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4529374.500000 Penalty: 3453.922852
	Iteration 38Q: 3 clusters Score -4529374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4529392.000000 Penalty: 3453.922852
	Iteration 39Q: 3 clusters Score -4529392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4529395.500000 Penalty: 3453.922852
	Iteration 40F: 3 clusters Score -4529396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4529393.000000 Penalty: 3453.922852
	Iteration 41Q: 3 clusters Score -4529393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4529397.500000 Penalty: 3453.922852
	Iteration 42Q: 3 clusters Score -4529398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4529406.000000 Penalty: 3453.922852
	Iteration 43Q: 3 clusters Score -4529406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4529408.000000 Penalty: 3453.922852
	Iteration 44Q: 3 clusters Score -4529408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4529411.000000 Penalty: 3453.922852
	Iteration 45Q: 3 clusters Score -4529411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4529412.500000 Penalty: 3453.922852
	Iteration 46Q: 3 clusters Score -4529412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4529417.000000 Penalty: 3453.922852
	Iteration 47Q: 3 clusters Score -4529417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4529416.500000 Penalty: 3453.922852
	Iteration 48Q: 3 clusters Score -4529416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4529410.500000 Penalty: 3453.922852
	Iteration 49Q: 3 clusters Score -4529410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4529412.000000 Penalty: 3453.922852
	Iteration 50Q: 3 clusters Score -4529412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4529408.500000 Penalty: 3453.922852
	Iteration 51Q: 3 clusters Score -4529408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4529411.500000 Penalty: 3453.922852
	Iteration 52Q: 3 clusters Score -4529412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4529414.500000 Penalty: 3453.922852
	Iteration 53Q: 3 clusters Score -4529414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4529414.000000 Penalty: 3453.922852
	Iteration 54Q: 3 clusters Score -4529414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4529414.000000 Penalty: 3453.922852
	Iteration 55F: 3 clusters Score -4529414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 129350 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 8 contains 240756 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 123734 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 1151 members 
Mstep: Class 21 contains 40101 members 
Entering Unmasked Estep 
Score: -98837528.000000 Penalty: 46891.722656
Splitting cluster 20 changes total score from -98822384.000000 to -98837528.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 8 contains 240756 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 15 contains 123734 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 19 contains 20160 members 
Mstep: Class 20 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98839672.000000 Penalty: 46891.722656
Iteration 39Q: 22 clusters Score -9.883967e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 127672 members 
Mstep: Class 5 contains 29330 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 240135 members 
Mstep: Class 9 contains 48658 members 
Mstep: Class 10 contains 1832 members 
Mstep: Class 11 contains 160113 members 
Mstep: Class 12 contains 48957 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 123680 members 
Mstep: Class 16 contains 349 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 20337 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 21 contains 39692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98842112.000000 Penalty: 46891.722656
Iteration 40F: 22 clusters Score -9.884211e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 127340 members 
Mstep: Class 5 contains 29793 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 238746 members 
Mstep: Class 9 contains 48239 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 160228 members 
Mstep: Class 12 contains 48862 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 123464 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 5017 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 20503 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 40082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98843424.000000 Penalty: 46891.722656
Iteration 41Q: 22 clusters Score -9.884342e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 127044 members 
Mstep: Class 5 contains 30131 members 
Mstep: Class 6 contains 3714 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 8 contains 237647 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 160302 members 
Mstep: Class 12 contains 48810 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 123251 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4965 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 40356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98843688.000000 Penalty: 46891.722656
Iteration 42Q: 22 clusters Score -9.884369e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 126782 members 
Mstep: Class 5 contains 30393 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 236762 members 
Mstep: Class 9 contains 47666 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 160300 members 
Mstep: Class 12 contains 48737 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 1996 members 
Mstep: Class 15 contains 123073 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 4932 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844224.000000 Penalty: 46891.722656
Iteration 43Q: 22 clusters Score -9.884422e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 4048 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 126612 members 
Mstep: Class 5 contains 30605 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 236044 members 
Mstep: Class 9 contains 47508 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 160226 members 
Mstep: Class 12 contains 48609 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 122939 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 4914 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 40786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844808.000000 Penalty: 46891.722656
Iteration 44Q: 22 clusters Score -9.884481e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 126491 members 
Mstep: Class 5 contains 30794 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 235505 members 
Mstep: Class 9 contains 47370 members 
Mstep: Class 10 contains 1674 members 
Mstep: Class 11 contains 160085 members 
Mstep: Class 12 contains 48481 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 122835 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 4890 members 
Mstep: Class 18 contains 2281 members 
Mstep: Class 19 contains 21146 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 40967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845160.000000 Penalty: 46891.722656
Iteration 45Q: 22 clusters Score -9.884516e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 126410 members 
Mstep: Class 5 contains 30950 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 235087 members 
Mstep: Class 9 contains 47279 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 159907 members 
Mstep: Class 12 contains 48332 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 122747 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 4881 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 21273 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 41127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845304.000000 Penalty: 46891.722656
Iteration 46Q: 22 clusters Score -9.88453e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 126356 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 234772 members 
Mstep: Class 9 contains 47201 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 159751 members 
Mstep: Class 12 contains 48200 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 122686 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 4857 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 21383 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 41244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845384.000000 Penalty: 46891.722656
Iteration 47Q: 22 clusters Score -9.884538e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 126334 members 
Mstep: Class 5 contains 31204 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 234514 members 
Mstep: Class 9 contains 47132 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 159628 members 
Mstep: Class 12 contains 48075 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 122630 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 4844 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 21493 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 41314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845712.000000 Penalty: 46891.722656
Iteration 48Q: 22 clusters Score -9.884571e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 126324 members 
Mstep: Class 5 contains 31297 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 234342 members 
Mstep: Class 9 contains 47054 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 159516 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 122581 members 
Mstep: Class 16 contains 415 members 
Mstep: Class 17 contains 4830 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 41373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845968.000000 Penalty: 46891.722656
Iteration 49Q: 22 clusters Score -9.884597e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 126306 members 
Mstep: Class 5 contains 31384 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 234240 members 
Mstep: Class 9 contains 46978 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 159429 members 
Mstep: Class 12 contains 47793 members 
Mstep: Class 13 contains 2401 members 
Mstep: Class 14 contains 2185 members 
Mstep: Class 15 contains 122532 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 21703 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 41418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845984.000000 Penalty: 46891.722656
Iteration 50Q: 22 clusters Score -9.884598e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 126272 members 
Mstep: Class 5 contains 31453 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 234132 members 
Mstep: Class 9 contains 46914 members 
Mstep: Class 10 contains 1558 members 
Mstep: Class 11 contains 159357 members 
Mstep: Class 12 contains 47662 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 122484 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 2703 members 
Mstep: Class 19 contains 21788 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 41481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846224.000000 Penalty: 46891.722656
Iteration 51Q: 22 clusters Score -9.884622e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 126249 members 
Mstep: Class 5 contains 31523 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 234037 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 159281 members 
Mstep: Class 12 contains 47538 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 122439 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 21874 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 21 contains 41526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846200.000000 Penalty: 46891.722656
Iteration 52Q: 22 clusters Score -9.88462e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 4862 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 126234 members 
Mstep: Class 5 contains 31582 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 233981 members 
Mstep: Class 9 contains 46789 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 159204 members 
Mstep: Class 12 contains 47429 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 122403 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 21953 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 41568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846632.000000 Penalty: 46891.722656
Iteration 53Q: 22 clusters Score -9.884663e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 3018 members 
Mstep: Class 4 contains 126204 members 
Mstep: Class 5 contains 31642 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 233922 members 
Mstep: Class 9 contains 46751 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 159130 members 
Mstep: Class 12 contains 47330 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 15 contains 122371 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 22022 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 41610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846720.000000 Penalty: 46891.722656
Iteration 54Q: 22 clusters Score -9.884672e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 126170 members 
Mstep: Class 5 contains 31700 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 233843 members 
Mstep: Class 9 contains 46731 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 159062 members 
Mstep: Class 12 contains 47230 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 15 contains 122338 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 22087 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 41651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846920.000000 Penalty: 46891.722656
Iteration 55Q: 22 clusters Score -9.884692e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 126146 members 
Mstep: Class 5 contains 31760 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 233803 members 
Mstep: Class 9 contains 46705 members 
Mstep: Class 10 contains 1506 members 
Mstep: Class 11 contains 158966 members 
Mstep: Class 12 contains 47128 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 122321 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 22155 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 21 contains 41676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846960.000000 Penalty: 46891.722656
Iteration 56Q: 22 clusters Score -9.884696e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 126118 members 
Mstep: Class 5 contains 31815 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 233773 members 
Mstep: Class 9 contains 46672 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 158900 members 
Mstep: Class 12 contains 47014 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 15 contains 122311 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 22217 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 41707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846896.000000 Penalty: 46891.722656
Iteration 57Q: 22 clusters Score -9.88469e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 126106 members 
Mstep: Class 5 contains 31854 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 233766 members 
Mstep: Class 9 contains 46638 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 11 contains 158809 members 
Mstep: Class 12 contains 46907 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 15 contains 122297 members 
Mstep: Class 16 contains 429 members 
Mstep: Class 17 contains 4754 members 
Mstep: Class 18 contains 2844 members 
Mstep: Class 19 contains 22288 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 41727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847120.000000 Penalty: 46891.722656
Iteration 58Q: 22 clusters Score -9.884712e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 126095 members 
Mstep: Class 5 contains 31886 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 233789 members 
Mstep: Class 9 contains 46596 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 11 contains 158710 members 
Mstep: Class 12 contains 46789 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 15 contains 122287 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 22357 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 41756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847304.000000 Penalty: 46891.722656
Iteration 59Q: 22 clusters Score -9.88473e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 126075 members 
Mstep: Class 5 contains 31909 members 
Mstep: Class 6 contains 3634 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 233801 members 
Mstep: Class 9 contains 46544 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 11 contains 158624 members 
Mstep: Class 12 contains 46664 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 15 contains 122265 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 22441 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 41792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847296.000000 Penalty: 46891.722656
Iteration 60F: 22 clusters Score -9.88473e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 126057 members 
Mstep: Class 5 contains 31920 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 233835 members 
Mstep: Class 9 contains 46496 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 158530 members 
Mstep: Class 12 contains 46536 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 122270 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 2877 members 
Mstep: Class 19 contains 22507 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 41820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847600.000000 Penalty: 46891.722656
Iteration 61Q: 22 clusters Score -9.88476e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 126036 members 
Mstep: Class 5 contains 31936 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 233903 members 
Mstep: Class 9 contains 46462 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 158411 members 
Mstep: Class 12 contains 46401 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 15 contains 122268 members 
Mstep: Class 16 contains 438 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 2886 members 
Mstep: Class 19 contains 22560 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2228.834961 but Gain 2232.937500
Score: -98847544.000000 Penalty: 44658.785156
Iteration 62Q: 21 clusters Score -9.884754e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 126129 members 
Mstep: Class 5 contains 32076 members 
Mstep: Class 6 contains 3634 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234034 members 
Mstep: Class 9 contains 46435 members 
Mstep: Class 11 contains 159049 members 
Mstep: Class 12 contains 46431 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 122284 members 
Mstep: Class 16 contains 438 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 22605 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 41905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849264.000000 Penalty: 44658.785156
Iteration 63Q: 21 clusters Score -9.884926e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 5975 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 126028 members 
Mstep: Class 5 contains 32102 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234060 members 
Mstep: Class 9 contains 46410 members 
Mstep: Class 11 contains 159127 members 
Mstep: Class 12 contains 46247 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 2239 members 
Mstep: Class 15 contains 122260 members 
Mstep: Class 16 contains 438 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849312.000000 Penalty: 44658.785156
Iteration 64Q: 21 clusters Score -9.884931e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 125955 members 
Mstep: Class 5 contains 32110 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234113 members 
Mstep: Class 9 contains 46371 members 
Mstep: Class 11 contains 159168 members 
Mstep: Class 12 contains 46093 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 122230 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 4753 members 
Mstep: Class 18 contains 2913 members 
Mstep: Class 19 contains 22656 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849360.000000 Penalty: 44658.785156
Iteration 65Q: 21 clusters Score -9.884936e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 6288 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 125905 members 
Mstep: Class 5 contains 32127 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 234145 members 
Mstep: Class 9 contains 46340 members 
Mstep: Class 11 contains 159160 members 
Mstep: Class 12 contains 45921 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 122213 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 4753 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 22681 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849432.000000 Penalty: 44658.785156
Iteration 66Q: 21 clusters Score -9.884943e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 125854 members 
Mstep: Class 5 contains 32138 members 
Mstep: Class 6 contains 3606 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 234166 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 11 contains 159163 members 
Mstep: Class 12 contains 45738 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 122194 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849504.000000 Penalty: 44658.785156
Iteration 67Q: 21 clusters Score -9.88495e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 4 contains 125822 members 
Mstep: Class 5 contains 32145 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 234177 members 
Mstep: Class 9 contains 46297 members 
Mstep: Class 11 contains 159138 members 
Mstep: Class 12 contains 45545 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 122181 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 22759 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849568.000000 Penalty: 44658.785156
Iteration 68Q: 21 clusters Score -9.884957e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 125801 members 
Mstep: Class 5 contains 32152 members 
Mstep: Class 6 contains 3604 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234208 members 
Mstep: Class 9 contains 46273 members 
Mstep: Class 11 contains 159100 members 
Mstep: Class 12 contains 45393 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 122174 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 2934 members 
Mstep: Class 19 contains 22779 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 41998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849728.000000 Penalty: 44658.785156
Iteration 69Q: 21 clusters Score -9.884973e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125783 members 
Mstep: Class 5 contains 32148 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234247 members 
Mstep: Class 9 contains 46252 members 
Mstep: Class 11 contains 159089 members 
Mstep: Class 12 contains 45222 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 122159 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 22802 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849752.000000 Penalty: 44658.785156
Iteration 70Q: 21 clusters Score -9.884975e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125773 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234276 members 
Mstep: Class 9 contains 46237 members 
Mstep: Class 11 contains 159057 members 
Mstep: Class 12 contains 45075 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 122153 members 
Mstep: Class 16 contains 440 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 22811 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849840.000000 Penalty: 44658.785156
Iteration 71Q: 21 clusters Score -9.884984e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125766 members 
Mstep: Class 5 contains 32131 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234312 members 
Mstep: Class 9 contains 46216 members 
Mstep: Class 11 contains 159027 members 
Mstep: Class 12 contains 44927 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 122155 members 
Mstep: Class 16 contains 440 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 22813 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849848.000000 Penalty: 44658.785156
Iteration 72Q: 21 clusters Score -9.884985e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 7397 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125760 members 
Mstep: Class 5 contains 32126 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234358 members 
Mstep: Class 9 contains 46186 members 
Mstep: Class 11 contains 158998 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 122147 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 2947 members 
Mstep: Class 19 contains 22812 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849856.000000 Penalty: 44658.785156
Iteration 73Q: 21 clusters Score -9.884986e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 7546 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125753 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234385 members 
Mstep: Class 9 contains 46158 members 
Mstep: Class 11 contains 158972 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122145 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 22818 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849824.000000 Penalty: 44658.785156
Iteration 74Q: 21 clusters Score -9.884982e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125741 members 
Mstep: Class 5 contains 32138 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234415 members 
Mstep: Class 9 contains 46132 members 
Mstep: Class 11 contains 158946 members 
Mstep: Class 12 contains 44500 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122143 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 22823 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849872.000000 Penalty: 44658.785156
Iteration 75Q: 21 clusters Score -9.884987e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125728 members 
Mstep: Class 5 contains 32143 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234430 members 
Mstep: Class 9 contains 46111 members 
Mstep: Class 11 contains 158935 members 
Mstep: Class 12 contains 44370 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122136 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 22828 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849896.000000 Penalty: 44658.785156
Iteration 76Q: 21 clusters Score -9.88499e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 125710 members 
Mstep: Class 5 contains 32152 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234459 members 
Mstep: Class 9 contains 46087 members 
Mstep: Class 11 contains 158918 members 
Mstep: Class 12 contains 44248 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122130 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 22829 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849944.000000 Penalty: 44658.785156
Iteration 77Q: 21 clusters Score -9.884994e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 8084 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 125694 members 
Mstep: Class 5 contains 32165 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234491 members 
Mstep: Class 9 contains 46068 members 
Mstep: Class 11 contains 158909 members 
Mstep: Class 12 contains 44111 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122129 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 22827 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849952.000000 Penalty: 44658.785156
Iteration 78Q: 21 clusters Score -9.884995e+07 nChanged 435
Entering ConstructFrom: 
Score: -98849952.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (68399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Entering Unmasked Estep 
Score: -7495422.000000 Penalty: 1809.130981
	Iteration 0F: 2 clusters Score -7495422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -7449736.000000 Penalty: 3618.261963
	Iteration 0F: 3 clusters Score -7449736 nChanged 32587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -7468297.000000 Penalty: 3618.261963
	Iteration 1F: 3 clusters Score -7468297 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7468971.000000 Penalty: 3618.261963
	Iteration 2Q: 3 clusters Score -7468971 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7469742.000000 Penalty: 3618.261963
	Iteration 3Q: 3 clusters Score -7469742 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -7470731.000000 Penalty: 3618.261963
	Iteration 4Q: 3 clusters Score -7470731 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -7472191.000000 Penalty: 3618.261963
	Iteration 5Q: 3 clusters Score -7472191 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -7474554.500000 Penalty: 3618.261963
	Iteration 6F: 3 clusters Score -7474554 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -7478102.500000 Penalty: 3618.261963
	Iteration 7F: 3 clusters Score -7478102 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -7482574.500000 Penalty: 3618.261963
	Iteration 8F: 3 clusters Score -7482574 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -7486712.500000 Penalty: 3618.261963
	Iteration 9F: 3 clusters Score -7486712 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7489407.000000 Penalty: 3618.261963
	Iteration 10Q: 3 clusters Score -7489407 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -7490805.500000 Penalty: 3618.261963
	Iteration 11Q: 3 clusters Score -7490806 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -7491560.000000 Penalty: 3618.261963
	Iteration 12Q: 3 clusters Score -7491560 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -7492153.500000 Penalty: 3618.261963
	Iteration 13Q: 3 clusters Score -7492154 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -7492574.000000 Penalty: 3618.261963
	Iteration 14Q: 3 clusters Score -7492574 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -7492890.000000 Penalty: 3618.261963
	Iteration 15Q: 3 clusters Score -7492890 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -7493093.500000 Penalty: 3618.261963
	Iteration 16Q: 3 clusters Score -7493094 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -7493238.000000 Penalty: 3618.261963
	Iteration 17Q: 3 clusters Score -7493238 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -7493362.000000 Penalty: 3618.261963
	Iteration 18Q: 3 clusters Score -7493362 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7493453.500000 Penalty: 3618.261963
	Iteration 19Q: 3 clusters Score -7493454 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -7493528.500000 Penalty: 3618.261963
	Iteration 20F: 3 clusters Score -7493528 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7493598.000000 Penalty: 3618.261963
	Iteration 21Q: 3 clusters Score -7493598 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7493665.000000 Penalty: 3618.261963
	Iteration 22Q: 3 clusters Score -7493665 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7493686.500000 Penalty: 3618.261963
	Iteration 23Q: 3 clusters Score -7493686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7493743.000000 Penalty: 3618.261963
	Iteration 24Q: 3 clusters Score -7493743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -7493802.000000 Penalty: 3618.261963
	Iteration 25Q: 3 clusters Score -7493802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7493840.500000 Penalty: 3618.261963
	Iteration 26Q: 3 clusters Score -7493840 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7493862.500000 Penalty: 3618.261963
	Iteration 27Q: 3 clusters Score -7493862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7493905.000000 Penalty: 3618.261963
	Iteration 28Q: 3 clusters Score -7493905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7493939.500000 Penalty: 3618.261963
	Iteration 29Q: 3 clusters Score -7493940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7493962.000000 Penalty: 3618.261963
	Iteration 30Q: 3 clusters Score -7493962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7493980.500000 Penalty: 3618.261963
	Iteration 31Q: 3 clusters Score -7493980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7494005.500000 Penalty: 3618.261963
	Iteration 32Q: 3 clusters Score -7494006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7494032.000000 Penalty: 3618.261963
	Iteration 33Q: 3 clusters Score -7494032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7494053.000000 Penalty: 3618.261963
	Iteration 34Q: 3 clusters Score -7494053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7494075.000000 Penalty: 3618.261963
	Iteration 35Q: 3 clusters Score -7494075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7494074.000000 Penalty: 3618.261963
	Iteration 36Q: 3 clusters Score -7494074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7494078.500000 Penalty: 3618.261963
	Iteration 37Q: 3 clusters Score -7494078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7494081.500000 Penalty: 3618.261963
	Iteration 38Q: 3 clusters Score -7494082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7494079.500000 Penalty: 3618.261963
	Iteration 39Q: 3 clusters Score -7494080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7494082.500000 Penalty: 3618.261963
	Iteration 40F: 3 clusters Score -7494082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7494085.500000 Penalty: 3618.261963
	Iteration 41Q: 3 clusters Score -7494086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7494092.500000 Penalty: 3618.261963
	Iteration 42Q: 3 clusters Score -7494092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7494100.000000 Penalty: 3618.261963
	Iteration 43Q: 3 clusters Score -7494100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7494107.500000 Penalty: 3618.261963
	Iteration 44Q: 3 clusters Score -7494108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7494123.500000 Penalty: 3618.261963
	Iteration 45Q: 3 clusters Score -7494124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7494115.500000 Penalty: 3618.261963
	Iteration 46Q: 3 clusters Score -7494116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7494126.500000 Penalty: 3618.261963
	Iteration 47Q: 3 clusters Score -7494126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7494143.500000 Penalty: 3618.261963
	Iteration 48Q: 3 clusters Score -7494144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7494148.000000 Penalty: 3618.261963
	Iteration 49Q: 3 clusters Score -7494148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7494153.000000 Penalty: 3618.261963
	Iteration 50Q: 3 clusters Score -7494153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7494151.500000 Penalty: 3618.261963
	Iteration 51Q: 3 clusters Score -7494152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7494143.000000 Penalty: 3618.261963
	Iteration 52Q: 3 clusters Score -7494143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7494144.000000 Penalty: 3618.261963
	Iteration 53Q: 3 clusters Score -7494144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7494144.500000 Penalty: 3618.261963
	Iteration 54Q: 3 clusters Score -7494144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7494142.500000 Penalty: 3618.261963
	Iteration 55Q: 3 clusters Score -7494142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7494142.500000 Penalty: 3618.261963
	Iteration 56Q: 3 clusters Score -7494142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7494139.000000 Penalty: 3618.261963
	Iteration 57Q: 3 clusters Score -7494139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7494143.500000 Penalty: 3618.261963
	Iteration 58Q: 3 clusters Score -7494144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7494144.500000 Penalty: 3618.261963
	Iteration 59Q: 3 clusters Score -7494144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7494147.500000 Penalty: 3618.261963
	Iteration 60F: 3 clusters Score -7494148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7494149.500000 Penalty: 3618.261963
	Iteration 61Q: 3 clusters Score -7494150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7494146.000000 Penalty: 3618.261963
	Iteration 62Q: 3 clusters Score -7494146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7494143.000000 Penalty: 3618.261963
	Iteration 63Q: 3 clusters Score -7494143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7494145.000000 Penalty: 3618.261963
	Iteration 64Q: 3 clusters Score -7494145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7494146.500000 Penalty: 3618.261963
	Iteration 65Q: 3 clusters Score -7494146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7494146.500000 Penalty: 3618.261963
	Iteration 66F: 3 clusters Score -7494146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -915429.750000 Penalty: 1464.926758
	Iteration 0F: 2 clusters Score -915429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -909418.812500 Penalty: 2929.853516
	Iteration 0F: 3 clusters Score -909418.8 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -911346.625000 Penalty: 2929.853516
	Iteration 1F: 3 clusters Score -911346.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -911648.625000 Penalty: 2929.853516
	Iteration 2F: 3 clusters Score -911648.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -911936.250000 Penalty: 2929.853516
	Iteration 3F: 3 clusters Score -911936.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -912236.500000 Penalty: 2929.853516
	Iteration 4F: 3 clusters Score -912236.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -912584.437500 Penalty: 2929.853516
	Iteration 5F: 3 clusters Score -912584.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -912975.062500 Penalty: 2929.853516
	Iteration 6F: 3 clusters Score -912975.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -913332.062500 Penalty: 2929.853516
	Iteration 7F: 3 clusters Score -913332.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -913605.875000 Penalty: 2929.853516
	Iteration 8Q: 3 clusters Score -913605.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -913861.125000 Penalty: 2929.853516
	Iteration 9Q: 3 clusters Score -913861.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -914011.937500 Penalty: 2929.853516
	Iteration 10Q: 3 clusters Score -914011.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -914089.562500 Penalty: 2929.853516
	Iteration 11Q: 3 clusters Score -914089.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -914140.250000 Penalty: 2929.853516
	Iteration 12Q: 3 clusters Score -914140.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -914170.375000 Penalty: 2929.853516
	Iteration 13Q: 3 clusters Score -914170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -914184.500000 Penalty: 2929.853516
	Iteration 14Q: 3 clusters Score -914184.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -914192.375000 Penalty: 2929.853516
	Iteration 15Q: 3 clusters Score -914192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -914199.250000 Penalty: 2929.853516
	Iteration 16Q: 3 clusters Score -914199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -914200.687500 Penalty: 2929.853516
	Iteration 17Q: 3 clusters Score -914200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -914202.312500 Penalty: 2929.853516
	Iteration 18Q: 3 clusters Score -914202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -914202.812500 Penalty: 2929.853516
	Iteration 19Q: 3 clusters Score -914202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -914202.312500 Penalty: 2929.853516
	Iteration 20F: 3 clusters Score -914202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -914204.562500 Penalty: 2929.853516
	Iteration 21Q: 3 clusters Score -914204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -914206.000000 Penalty: 2929.853516
	Iteration 22Q: 3 clusters Score -914206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -914204.625000 Penalty: 2929.853516
	Iteration 23Q: 3 clusters Score -914204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -914205.312500 Penalty: 2929.853516
	Iteration 24Q: 3 clusters Score -914205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -914205.312500 Penalty: 2929.853516
	Iteration 25F: 3 clusters Score -914205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -328326.187500 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -328326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -325530.031250 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -325530 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326232.375000 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -326232.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -326561.468750 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -326561.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -326830.937500 Penalty: 2607.121582
	Iteration 3F: 3 clusters Score -326830.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -327072.781250 Penalty: 2607.121582
	Iteration 4F: 3 clusters Score -327072.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -327287.406250 Penalty: 2607.121582
	Iteration 5F: 3 clusters Score -327287.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -327519.968750 Penalty: 2607.121582
	Iteration 6F: 3 clusters Score -327520 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -327773.625000 Penalty: 2607.121582
	Iteration 7F: 3 clusters Score -327773.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -327957.125000 Penalty: 2607.121582
	Iteration 8F: 3 clusters Score -327957.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -328090.656250 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -328090.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -328181.093750 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -328181.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -328240.250000 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -328240.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328282.000000 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -328282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -328303.437500 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -328303.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -328324.687500 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -328324.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -328336.281250 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -328336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -328346.187500 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -328346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -328350.812500 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -328350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -328354.531250 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -328354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -328356.031250 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -328356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -328356.125000 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -328356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -328358.031250 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -328358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -328361.156250 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -328361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -328363.687500 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -328363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -328364.000000 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -328364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -328364.437500 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -328364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -328364.437500 Penalty: 2607.121582
	Iteration 26F: 3 clusters Score -328364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 125680 members 
Mstep: Class 5 contains 32174 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234518 members 
Mstep: Class 9 contains 46053 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 158911 members 
Mstep: Class 12 contains 43939 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122126 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 22832 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42063 members 
Entering Unmasked Estep 
Score: -98849168.000000 Penalty: 46891.722656
Splitting cluster 3 changes total score from -98849952.000000 to -98849168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (125680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Entering Unmasked Estep 
Score: -13751789.000000 Penalty: 1907.992798
	Iteration 0F: 2 clusters Score -1.375179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -13667655.000000 Penalty: 3815.985596
	Iteration 0F: 3 clusters Score -1.366766e+07 nChanged 60687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -13703524.000000 Penalty: 3815.985596
	Iteration 1F: 3 clusters Score -1.370352e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -13704954.000000 Penalty: 3815.985596
	Iteration 2Q: 3 clusters Score -1.370495e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -13706832.000000 Penalty: 3815.985596
	Iteration 3Q: 3 clusters Score -1.370683e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -13709423.000000 Penalty: 3815.985596
	Iteration 4Q: 3 clusters Score -1.370942e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -13713184.000000 Penalty: 3815.985596
	Iteration 5F: 3 clusters Score -1.371318e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -13718271.000000 Penalty: 3815.985596
	Iteration 6F: 3 clusters Score -1.371827e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -13725086.000000 Penalty: 3815.985596
	Iteration 7F: 3 clusters Score -1.372509e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -13732493.000000 Penalty: 3815.985596
	Iteration 8F: 3 clusters Score -1.373249e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -13739093.000000 Penalty: 3815.985596
	Iteration 9F: 3 clusters Score -1.373909e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118349 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -13743910.000000 Penalty: 3815.985596
	Iteration 10Q: 3 clusters Score -1.374391e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -13746958.000000 Penalty: 3815.985596
	Iteration 11Q: 3 clusters Score -1.374696e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123565 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -13748568.000000 Penalty: 3815.985596
	Iteration 12Q: 3 clusters Score -1.374857e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13749340.000000 Penalty: 3815.985596
	Iteration 13Q: 3 clusters Score -1.374934e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124865 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13749677.000000 Penalty: 3815.985596
	Iteration 14Q: 3 clusters Score -1.374968e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125049 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13749870.000000 Penalty: 3815.985596
	Iteration 15Q: 3 clusters Score -1.374987e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125143 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13749930.000000 Penalty: 3815.985596
	Iteration 16Q: 3 clusters Score -1.374993e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13749976.000000 Penalty: 3815.985596
	Iteration 17Q: 3 clusters Score -1.374998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13750021.000000 Penalty: 3815.985596
	Iteration 18Q: 3 clusters Score -1.375002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13750026.000000 Penalty: 3815.985596
	Iteration 19Q: 3 clusters Score -1.375003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125247 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13750040.000000 Penalty: 3815.985596
	Iteration 20F: 3 clusters Score -1.375004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13750056.000000 Penalty: 3815.985596
	Iteration 21Q: 3 clusters Score -1.375006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13750085.000000 Penalty: 3815.985596
	Iteration 22Q: 3 clusters Score -1.375008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13750109.000000 Penalty: 3815.985596
	Iteration 23Q: 3 clusters Score -1.375011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13750127.000000 Penalty: 3815.985596
	Iteration 24Q: 3 clusters Score -1.375013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13750128.000000 Penalty: 3815.985596
	Iteration 25Q: 3 clusters Score -1.375013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13750125.000000 Penalty: 3815.985596
	Iteration 26Q: 3 clusters Score -1.375012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13750125.000000 Penalty: 3815.985596
	Iteration 27Q: 3 clusters Score -1.375012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125319 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13750146.000000 Penalty: 3815.985596
	Iteration 28Q: 3 clusters Score -1.375015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13750148.000000 Penalty: 3815.985596
	Iteration 29Q: 3 clusters Score -1.375015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13750137.000000 Penalty: 3815.985596
	Iteration 30Q: 3 clusters Score -1.375014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13750137.000000 Penalty: 3815.985596
	Iteration 31F: 3 clusters Score -1.375014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Entering Unmasked Estep 
Score: -3539696.000000 Penalty: 1686.573486
	Iteration 0F: 2 clusters Score -3539696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3518071.750000 Penalty: 3373.146973
	Iteration 0F: 3 clusters Score -3518072 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3526304.500000 Penalty: 3373.146973
	Iteration 1F: 3 clusters Score -3526304 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3526760.750000 Penalty: 3373.146973
	Iteration 2Q: 3 clusters Score -3526761 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3527246.250000 Penalty: 3373.146973
	Iteration 3Q: 3 clusters Score -3527246 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3527734.250000 Penalty: 3373.146973
	Iteration 4Q: 3 clusters Score -3527734 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3528287.250000 Penalty: 3373.146973
	Iteration 5Q: 3 clusters Score -3528287 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3528976.750000 Penalty: 3373.146973
	Iteration 6Q: 3 clusters Score -3528977 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3529745.750000 Penalty: 3373.146973
	Iteration 7Q: 3 clusters Score -3529746 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3530762.000000 Penalty: 3373.146973
	Iteration 8Q: 3 clusters Score -3530762 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3531985.500000 Penalty: 3373.146973
	Iteration 9F: 3 clusters Score -3531986 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3533051.250000 Penalty: 3373.146973
	Iteration 10F: 3 clusters Score -3533051 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3533667.500000 Penalty: 3373.146973
	Iteration 11Q: 3 clusters Score -3533668 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3533931.500000 Penalty: 3373.146973
	Iteration 12Q: 3 clusters Score -3533932 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3534076.250000 Penalty: 3373.146973
	Iteration 13Q: 3 clusters Score -3534076 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3534173.500000 Penalty: 3373.146973
	Iteration 14Q: 3 clusters Score -3534174 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3534265.750000 Penalty: 3373.146973
	Iteration 15Q: 3 clusters Score -3534266 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3534362.000000 Penalty: 3373.146973
	Iteration 16Q: 3 clusters Score -3534362 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3534447.750000 Penalty: 3373.146973
	Iteration 17Q: 3 clusters Score -3534448 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3534538.000000 Penalty: 3373.146973
	Iteration 18Q: 3 clusters Score -3534538 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3534638.250000 Penalty: 3373.146973
	Iteration 19Q: 3 clusters Score -3534638 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3534758.000000 Penalty: 3373.146973
	Iteration 20F: 3 clusters Score -3534758 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3534869.500000 Penalty: 3373.146973
	Iteration 21Q: 3 clusters Score -3534870 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3534976.750000 Penalty: 3373.146973
	Iteration 22Q: 3 clusters Score -3534977 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3535097.000000 Penalty: 3373.146973
	Iteration 23Q: 3 clusters Score -3535097 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3535186.000000 Penalty: 3373.146973
	Iteration 24Q: 3 clusters Score -3535186 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3535279.750000 Penalty: 3373.146973
	Iteration 25Q: 3 clusters Score -3535280 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3535364.000000 Penalty: 3373.146973
	Iteration 26Q: 3 clusters Score -3535364 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3535421.250000 Penalty: 3373.146973
	Iteration 27Q: 3 clusters Score -3535421 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3535505.000000 Penalty: 3373.146973
	Iteration 28Q: 3 clusters Score -3535505 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3535579.500000 Penalty: 3373.146973
	Iteration 29Q: 3 clusters Score -3535580 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3535673.750000 Penalty: 3373.146973
	Iteration 30Q: 3 clusters Score -3535674 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3535739.500000 Penalty: 3373.146973
	Iteration 31Q: 3 clusters Score -3535740 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3535797.250000 Penalty: 3373.146973
	Iteration 32Q: 3 clusters Score -3535797 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3535848.750000 Penalty: 3373.146973
	Iteration 33Q: 3 clusters Score -3535849 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3535862.500000 Penalty: 3373.146973
	Iteration 34Q: 3 clusters Score -3535862 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3535896.000000 Penalty: 3373.146973
	Iteration 35Q: 3 clusters Score -3535896 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3535935.000000 Penalty: 3373.146973
	Iteration 36Q: 3 clusters Score -3535935 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3535977.250000 Penalty: 3373.146973
	Iteration 37Q: 3 clusters Score -3535977 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3536014.500000 Penalty: 3373.146973
	Iteration 38Q: 3 clusters Score -3536014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3536032.500000 Penalty: 3373.146973
	Iteration 39Q: 3 clusters Score -3536032 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3536062.000000 Penalty: 3373.146973
	Iteration 40F: 3 clusters Score -3536062 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3536090.250000 Penalty: 3373.146973
	Iteration 41Q: 3 clusters Score -3536090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3536103.500000 Penalty: 3373.146973
	Iteration 42Q: 3 clusters Score -3536104 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3536141.250000 Penalty: 3373.146973
	Iteration 43Q: 3 clusters Score -3536141 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3536155.000000 Penalty: 3373.146973
	Iteration 44Q: 3 clusters Score -3536155 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3536170.000000 Penalty: 3373.146973
	Iteration 45Q: 3 clusters Score -3536170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3536180.750000 Penalty: 3373.146973
	Iteration 46Q: 3 clusters Score -3536181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3536193.000000 Penalty: 3373.146973
	Iteration 47Q: 3 clusters Score -3536193 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3536217.500000 Penalty: 3373.146973
	Iteration 48Q: 3 clusters Score -3536218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3536234.250000 Penalty: 3373.146973
	Iteration 49Q: 3 clusters Score -3536234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3536250.000000 Penalty: 3373.146973
	Iteration 50Q: 3 clusters Score -3536250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3536254.000000 Penalty: 3373.146973
	Iteration 51Q: 3 clusters Score -3536254 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3536274.500000 Penalty: 3373.146973
	Iteration 52Q: 3 clusters Score -3536274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3536310.500000 Penalty: 3373.146973
	Iteration 53Q: 3 clusters Score -3536310 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3536332.250000 Penalty: 3373.146973
	Iteration 54Q: 3 clusters Score -3536332 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3536368.000000 Penalty: 3373.146973
	Iteration 55Q: 3 clusters Score -3536368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3536398.000000 Penalty: 3373.146973
	Iteration 56Q: 3 clusters Score -3536398 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3536443.750000 Penalty: 3373.146973
	Iteration 57Q: 3 clusters Score -3536444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3536470.250000 Penalty: 3373.146973
	Iteration 58Q: 3 clusters Score -3536470 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3536510.250000 Penalty: 3373.146973
	Iteration 59Q: 3 clusters Score -3536510 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3536537.250000 Penalty: 3373.146973
	Iteration 60F: 3 clusters Score -3536537 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3536565.500000 Penalty: 3373.146973
	Iteration 61Q: 3 clusters Score -3536566 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3536612.000000 Penalty: 3373.146973
	Iteration 62Q: 3 clusters Score -3536612 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3536637.250000 Penalty: 3373.146973
	Iteration 63Q: 3 clusters Score -3536637 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3536673.750000 Penalty: 3373.146973
	Iteration 64Q: 3 clusters Score -3536674 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3536706.500000 Penalty: 3373.146973
	Iteration 65Q: 3 clusters Score -3536706 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3536737.250000 Penalty: 3373.146973
	Iteration 66Q: 3 clusters Score -3536737 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3536780.000000 Penalty: 3373.146973
	Iteration 67Q: 3 clusters Score -3536780 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3536823.000000 Penalty: 3373.146973
	Iteration 68Q: 3 clusters Score -3536823 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3536843.750000 Penalty: 3373.146973
	Iteration 69Q: 3 clusters Score -3536844 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3536881.250000 Penalty: 3373.146973
	Iteration 70Q: 3 clusters Score -3536881 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3536919.250000 Penalty: 3373.146973
	Iteration 71Q: 3 clusters Score -3536919 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3536942.750000 Penalty: 3373.146973
	Iteration 72Q: 3 clusters Score -3536943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3536976.750000 Penalty: 3373.146973
	Iteration 73Q: 3 clusters Score -3536977 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3537006.750000 Penalty: 3373.146973
	Iteration 74Q: 3 clusters Score -3537007 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3537066.500000 Penalty: 3373.146973
	Iteration 75Q: 3 clusters Score -3537066 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3537104.250000 Penalty: 3373.146973
	Iteration 76Q: 3 clusters Score -3537104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3537155.250000 Penalty: 3373.146973
	Iteration 77Q: 3 clusters Score -3537155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3537182.250000 Penalty: 3373.146973
	Iteration 78Q: 3 clusters Score -3537182 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3537221.000000 Penalty: 3373.146973
	Iteration 79Q: 3 clusters Score -3537221 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3537267.000000 Penalty: 3373.146973
	Iteration 80F: 3 clusters Score -3537267 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3537313.500000 Penalty: 3373.146973
	Iteration 81Q: 3 clusters Score -3537314 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3537339.250000 Penalty: 3373.146973
	Iteration 82Q: 3 clusters Score -3537339 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3537373.500000 Penalty: 3373.146973
	Iteration 83Q: 3 clusters Score -3537374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3537376.000000 Penalty: 3373.146973
	Iteration 84Q: 3 clusters Score -3537376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3537394.000000 Penalty: 3373.146973
	Iteration 85Q: 3 clusters Score -3537394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3537414.500000 Penalty: 3373.146973
	Iteration 86Q: 3 clusters Score -3537414 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3537449.500000 Penalty: 3373.146973
	Iteration 87Q: 3 clusters Score -3537450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3537462.500000 Penalty: 3373.146973
	Iteration 88Q: 3 clusters Score -3537462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3537484.000000 Penalty: 3373.146973
	Iteration 89Q: 3 clusters Score -3537484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3537506.250000 Penalty: 3373.146973
	Iteration 90Q: 3 clusters Score -3537506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3537521.750000 Penalty: 3373.146973
	Iteration 91Q: 3 clusters Score -3537522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3537547.250000 Penalty: 3373.146973
	Iteration 92Q: 3 clusters Score -3537547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3537562.000000 Penalty: 3373.146973
	Iteration 93Q: 3 clusters Score -3537562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3537594.250000 Penalty: 3373.146973
	Iteration 94Q: 3 clusters Score -3537594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3537614.250000 Penalty: 3373.146973
	Iteration 95Q: 3 clusters Score -3537614 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3537657.000000 Penalty: 3373.146973
	Iteration 96Q: 3 clusters Score -3537657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3537690.000000 Penalty: 3373.146973
	Iteration 97Q: 3 clusters Score -3537690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3537706.000000 Penalty: 3373.146973
	Iteration 98Q: 3 clusters Score -3537706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3537741.000000 Penalty: 3373.146973
	Iteration 99Q: 3 clusters Score -3537741 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3537781.000000 Penalty: 3373.146973
	Iteration 100F: 3 clusters Score -3537781 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3537807.000000 Penalty: 3373.146973
	Iteration 101Q: 3 clusters Score -3537807 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3537850.250000 Penalty: 3373.146973
	Iteration 102Q: 3 clusters Score -3537850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3537867.750000 Penalty: 3373.146973
	Iteration 103Q: 3 clusters Score -3537868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3537903.500000 Penalty: 3373.146973
	Iteration 104Q: 3 clusters Score -3537904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3537915.500000 Penalty: 3373.146973
	Iteration 105Q: 3 clusters Score -3537916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3537946.000000 Penalty: 3373.146973
	Iteration 106Q: 3 clusters Score -3537946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3537956.250000 Penalty: 3373.146973
	Iteration 107Q: 3 clusters Score -3537956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3537969.750000 Penalty: 3373.146973
	Iteration 108Q: 3 clusters Score -3537970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3537998.500000 Penalty: 3373.146973
	Iteration 109Q: 3 clusters Score -3537998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3538001.250000 Penalty: 3373.146973
	Iteration 110Q: 3 clusters Score -3538001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3538017.250000 Penalty: 3373.146973
	Iteration 111Q: 3 clusters Score -3538017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3538026.750000 Penalty: 3373.146973
	Iteration 112Q: 3 clusters Score -3538027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3538047.750000 Penalty: 3373.146973
	Iteration 113Q: 3 clusters Score -3538048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3538051.000000 Penalty: 3373.146973
	Iteration 114Q: 3 clusters Score -3538051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3538067.750000 Penalty: 3373.146973
	Iteration 115Q: 3 clusters Score -3538068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3538084.750000 Penalty: 3373.146973
	Iteration 116Q: 3 clusters Score -3538085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3538102.500000 Penalty: 3373.146973
	Iteration 117Q: 3 clusters Score -3538102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3538099.750000 Penalty: 3373.146973
	Iteration 118Q: 3 clusters Score -3538100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3538100.500000 Penalty: 3373.146973
	Iteration 119Q: 3 clusters Score -3538100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3538113.000000 Penalty: 3373.146973
	Iteration 120F: 3 clusters Score -3538113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3538122.000000 Penalty: 3373.146973
	Iteration 121Q: 3 clusters Score -3538122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3538119.250000 Penalty: 3373.146973
	Iteration 122Q: 3 clusters Score -3538119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3538127.750000 Penalty: 3373.146973
	Iteration 123Q: 3 clusters Score -3538128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3538130.000000 Penalty: 3373.146973
	Iteration 124Q: 3 clusters Score -3538130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3538141.750000 Penalty: 3373.146973
	Iteration 125Q: 3 clusters Score -3538142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3538148.750000 Penalty: 3373.146973
	Iteration 126Q: 3 clusters Score -3538149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3538159.500000 Penalty: 3373.146973
	Iteration 127Q: 3 clusters Score -3538160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3538170.000000 Penalty: 3373.146973
	Iteration 128Q: 3 clusters Score -3538170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3538175.250000 Penalty: 3373.146973
	Iteration 129Q: 3 clusters Score -3538175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3538178.250000 Penalty: 3373.146973
	Iteration 130Q: 3 clusters Score -3538178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3538183.250000 Penalty: 3373.146973
	Iteration 131Q: 3 clusters Score -3538183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3538189.750000 Penalty: 3373.146973
	Iteration 132Q: 3 clusters Score -3538190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3538194.000000 Penalty: 3373.146973
	Iteration 133Q: 3 clusters Score -3538194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3538197.750000 Penalty: 3373.146973
	Iteration 134Q: 3 clusters Score -3538198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3538197.500000 Penalty: 3373.146973
	Iteration 135Q: 3 clusters Score -3538198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3538206.500000 Penalty: 3373.146973
	Iteration 136Q: 3 clusters Score -3538206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3538210.000000 Penalty: 3373.146973
	Iteration 137Q: 3 clusters Score -3538210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3538215.000000 Penalty: 3373.146973
	Iteration 138Q: 3 clusters Score -3538215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3538214.250000 Penalty: 3373.146973
	Iteration 139Q: 3 clusters Score -3538214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3538221.750000 Penalty: 3373.146973
	Iteration 140F: 3 clusters Score -3538222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3538231.500000 Penalty: 3373.146973
	Iteration 141Q: 3 clusters Score -3538232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3538232.750000 Penalty: 3373.146973
	Iteration 142Q: 3 clusters Score -3538233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3538229.500000 Penalty: 3373.146973
	Iteration 143Q: 3 clusters Score -3538230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3538232.500000 Penalty: 3373.146973
	Iteration 144Q: 3 clusters Score -3538232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3538237.250000 Penalty: 3373.146973
	Iteration 145Q: 3 clusters Score -3538237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3538239.750000 Penalty: 3373.146973
	Iteration 146Q: 3 clusters Score -3538240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3538244.250000 Penalty: 3373.146973
	Iteration 147Q: 3 clusters Score -3538244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3538241.000000 Penalty: 3373.146973
	Iteration 148Q: 3 clusters Score -3538241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3538245.250000 Penalty: 3373.146973
	Iteration 149Q: 3 clusters Score -3538245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3538244.750000 Penalty: 3373.146973
	Iteration 150Q: 3 clusters Score -3538245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3538242.000000 Penalty: 3373.146973
	Iteration 151Q: 3 clusters Score -3538242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3538234.750000 Penalty: 3373.146973
	Iteration 152Q: 3 clusters Score -3538235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3538244.000000 Penalty: 3373.146973
	Iteration 153Q: 3 clusters Score -3538244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3538249.000000 Penalty: 3373.146973
	Iteration 154Q: 3 clusters Score -3538249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3538245.500000 Penalty: 3373.146973
	Iteration 155Q: 3 clusters Score -3538246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3538250.750000 Penalty: 3373.146973
	Iteration 156Q: 3 clusters Score -3538251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3538255.750000 Penalty: 3373.146973
	Iteration 157Q: 3 clusters Score -3538256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3538252.500000 Penalty: 3373.146973
	Iteration 158Q: 3 clusters Score -3538252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3538256.250000 Penalty: 3373.146973
	Iteration 159Q: 3 clusters Score -3538256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3538259.500000 Penalty: 3373.146973
	Iteration 160F: 3 clusters Score -3538260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3538263.000000 Penalty: 3373.146973
	Iteration 161Q: 3 clusters Score -3538263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3538263.000000 Penalty: 3373.146973
	Iteration 162Q: 3 clusters Score -3538263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3538265.250000 Penalty: 3373.146973
	Iteration 163Q: 3 clusters Score -3538265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3538264.250000 Penalty: 3373.146973
	Iteration 164Q: 3 clusters Score -3538264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3538263.000000 Penalty: 3373.146973
	Iteration 165Q: 3 clusters Score -3538263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3538259.250000 Penalty: 3373.146973
	Iteration 166Q: 3 clusters Score -3538259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3538259.750000 Penalty: 3373.146973
	Iteration 167Q: 3 clusters Score -3538260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3538261.500000 Penalty: 3373.146973
	Iteration 168Q: 3 clusters Score -3538262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3538255.500000 Penalty: 3373.146973
	Iteration 169Q: 3 clusters Score -3538256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3538256.000000 Penalty: 3373.146973
	Iteration 170Q: 3 clusters Score -3538256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3538255.250000 Penalty: 3373.146973
	Iteration 171Q: 3 clusters Score -3538255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3538257.250000 Penalty: 3373.146973
	Iteration 172Q: 3 clusters Score -3538257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3538259.500000 Penalty: 3373.146973
	Iteration 173Q: 3 clusters Score -3538260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3538258.750000 Penalty: 3373.146973
	Iteration 174Q: 3 clusters Score -3538259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3538259.000000 Penalty: 3373.146973
	Iteration 175Q: 3 clusters Score -3538259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3538256.500000 Penalty: 3373.146973
	Iteration 176Q: 3 clusters Score -3538256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3538260.500000 Penalty: 3373.146973
	Iteration 177Q: 3 clusters Score -3538260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3538260.500000 Penalty: 3373.146973
	Iteration 178Q: 3 clusters Score -3538260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3538265.750000 Penalty: 3373.146973
	Iteration 179Q: 3 clusters Score -3538266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3538262.750000 Penalty: 3373.146973
	Iteration 180F: 3 clusters Score -3538263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3538266.250000 Penalty: 3373.146973
	Iteration 181Q: 3 clusters Score -3538266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3538266.250000 Penalty: 3373.146973
	Iteration 182F: 3 clusters Score -3538266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -387134.218750 Penalty: 1328.435059
	Iteration 0F: 2 clusters Score -387134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -384070.250000 Penalty: 2656.870117
	Iteration 0F: 3 clusters Score -384070.2 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -384936.937500 Penalty: 2656.870117
	Iteration 1F: 3 clusters Score -384936.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -385112.000000 Penalty: 2656.870117
	Iteration 2F: 3 clusters Score -385112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -385241.750000 Penalty: 2656.870117
	Iteration 3Q: 3 clusters Score -385241.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -385375.093750 Penalty: 2656.870117
	Iteration 4Q: 3 clusters Score -385375.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -385506.843750 Penalty: 2656.870117
	Iteration 5Q: 3 clusters Score -385506.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -385633.437500 Penalty: 2656.870117
	Iteration 6Q: 3 clusters Score -385633.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -385747.468750 Penalty: 2656.870117
	Iteration 7Q: 3 clusters Score -385747.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -385856.093750 Penalty: 2656.870117
	Iteration 8Q: 3 clusters Score -385856.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -385930.468750 Penalty: 2656.870117
	Iteration 9Q: 3 clusters Score -385930.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -385967.750000 Penalty: 2656.870117
	Iteration 10Q: 3 clusters Score -385967.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -385990.187500 Penalty: 2656.870117
	Iteration 11Q: 3 clusters Score -385990.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -386011.875000 Penalty: 2656.870117
	Iteration 12Q: 3 clusters Score -386011.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -386030.000000 Penalty: 2656.870117
	Iteration 13Q: 3 clusters Score -386030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -386042.750000 Penalty: 2656.870117
	Iteration 14Q: 3 clusters Score -386042.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -386054.718750 Penalty: 2656.870117
	Iteration 15Q: 3 clusters Score -386054.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -386066.593750 Penalty: 2656.870117
	Iteration 16Q: 3 clusters Score -386066.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -386071.812500 Penalty: 2656.870117
	Iteration 17Q: 3 clusters Score -386071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -386075.687500 Penalty: 2656.870117
	Iteration 18Q: 3 clusters Score -386075.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -386078.718750 Penalty: 2656.870117
	Iteration 19Q: 3 clusters Score -386078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -386081.437500 Penalty: 2656.870117
	Iteration 20F: 3 clusters Score -386081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -386083.625000 Penalty: 2656.870117
	Iteration 21Q: 3 clusters Score -386083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -386086.500000 Penalty: 2656.870117
	Iteration 22Q: 3 clusters Score -386086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -386087.812500 Penalty: 2656.870117
	Iteration 23Q: 3 clusters Score -386087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -386089.812500 Penalty: 2656.870117
	Iteration 24Q: 3 clusters Score -386089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386090.343750 Penalty: 2656.870117
	Iteration 25Q: 3 clusters Score -386090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386090.343750 Penalty: 2656.870117
	Iteration 26F: 3 clusters Score -386090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -276407.843750 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -276407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273927.093750 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -273927.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -274546.093750 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -274546.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274716.968750 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -274717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -274811.156250 Penalty: 2559.784180
	Iteration 3F: 3 clusters Score -274811.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -274881.906250 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -274881.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274924.937500 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -274924.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -274961.718750 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -274961.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -274992.062500 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -274992.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -275010.968750 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -275011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -275041.281250 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -275041.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -275077.750000 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -275077.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -275109.687500 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -275109.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -275135.593750 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -275135.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -275155.437500 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -275155.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -275173.281250 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -275173.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -275188.625000 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -275188.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -275209.750000 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -275209.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -275234.281250 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -275234.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -275256.843750 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -275256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -275285.906250 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -275285.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -275296.000000 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -275296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -275303.937500 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -275303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -275316.937500 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -275316.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -275328.750000 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -275328.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -275342.218750 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -275342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -275358.343750 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -275358.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -275369.218750 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -275369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -275377.312500 Penalty: 2559.784180
	Iteration 27Q: 3 clusters Score -275377.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -275388.468750 Penalty: 2559.784180
	Iteration 28Q: 3 clusters Score -275388.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -275394.968750 Penalty: 2559.784180
	Iteration 29Q: 3 clusters Score -275395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -275400.468750 Penalty: 2559.784180
	Iteration 30Q: 3 clusters Score -275400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -275405.437500 Penalty: 2559.784180
	Iteration 31Q: 3 clusters Score -275405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -275409.500000 Penalty: 2559.784180
	Iteration 32Q: 3 clusters Score -275409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -275411.593750 Penalty: 2559.784180
	Iteration 33Q: 3 clusters Score -275411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -275413.406250 Penalty: 2559.784180
	Iteration 34Q: 3 clusters Score -275413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -275415.343750 Penalty: 2559.784180
	Iteration 35Q: 3 clusters Score -275415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -275417.062500 Penalty: 2559.784180
	Iteration 36Q: 3 clusters Score -275417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -275418.781250 Penalty: 2559.784180
	Iteration 37Q: 3 clusters Score -275418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -275419.500000 Penalty: 2559.784180
	Iteration 38Q: 3 clusters Score -275419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -275419.500000 Penalty: 2559.784180
	Iteration 39F: 3 clusters Score -275419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (234518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234518 members 
Entering Unmasked Estep 
Score: -25192392.000000 Penalty: 2009.359253
	Iteration 0F: 2 clusters Score -2.519239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -25059828.000000 Penalty: 4018.718506
	Iteration 0F: 3 clusters Score -2.505983e+07 nChanged 113894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -25127358.000000 Penalty: 4018.718506
	Iteration 1F: 3 clusters Score -2.512736e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -25128822.000000 Penalty: 4018.718506
	Iteration 2Q: 3 clusters Score -2.512882e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 130795 members 
Entering Unmasked Estep 
Score: -25130972.000000 Penalty: 4018.718506
	Iteration 3Q: 3 clusters Score -2.513097e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -25134900.000000 Penalty: 4018.718506
	Iteration 4Q: 3 clusters Score -2.51349e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 148698 members 
Entering Unmasked Estep 
Score: -25140730.000000 Penalty: 4018.718506
	Iteration 5F: 3 clusters Score -2.514073e+07 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -25149962.000000 Penalty: 4018.718506
	Iteration 6F: 3 clusters Score -2.514996e+07 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 177698 members 
Entering Unmasked Estep 
Score: -25160230.000000 Penalty: 4018.718506
	Iteration 7F: 3 clusters Score -2.516023e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -25170022.000000 Penalty: 4018.718506
	Iteration 8F: 3 clusters Score -2.517002e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 197051 members 
Entering Unmasked Estep 
Score: -25176480.000000 Penalty: 4018.718506
	Iteration 9Q: 3 clusters Score -2.517648e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 200552 members 
Entering Unmasked Estep 
Score: -25179556.000000 Penalty: 4018.718506
	Iteration 10Q: 3 clusters Score -2.517956e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 202773 members 
Entering Unmasked Estep 
Score: -25180790.000000 Penalty: 4018.718506
	Iteration 11Q: 3 clusters Score -2.518079e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 204641 members 
Entering Unmasked Estep 
Score: -25181368.000000 Penalty: 4018.718506
	Iteration 12Q: 3 clusters Score -2.518137e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 206359 members 
Entering Unmasked Estep 
Score: -25182010.000000 Penalty: 4018.718506
	Iteration 13Q: 3 clusters Score -2.518201e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 207870 members 
Entering Unmasked Estep 
Score: -25182434.000000 Penalty: 4018.718506
	Iteration 14Q: 3 clusters Score -2.518243e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 209184 members 
Entering Unmasked Estep 
Score: -25182972.000000 Penalty: 4018.718506
	Iteration 15Q: 3 clusters Score -2.518297e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 210446 members 
Entering Unmasked Estep 
Score: -25183212.000000 Penalty: 4018.718506
	Iteration 16Q: 3 clusters Score -2.518321e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 211625 members 
Entering Unmasked Estep 
Score: -25183520.000000 Penalty: 4018.718506
	Iteration 17Q: 3 clusters Score -2.518352e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 212719 members 
Entering Unmasked Estep 
Score: -25183730.000000 Penalty: 4018.718506
	Iteration 18Q: 3 clusters Score -2.518373e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 213753 members 
Entering Unmasked Estep 
Score: -25184036.000000 Penalty: 4018.718506
	Iteration 19Q: 3 clusters Score -2.518404e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 214743 members 
Entering Unmasked Estep 
Score: -25184246.000000 Penalty: 4018.718506
	Iteration 20F: 3 clusters Score -2.518425e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 215621 members 
Entering Unmasked Estep 
Score: -25184538.000000 Penalty: 4018.718506
	Iteration 21Q: 3 clusters Score -2.518454e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 216491 members 
Entering Unmasked Estep 
Score: -25184874.000000 Penalty: 4018.718506
	Iteration 22Q: 3 clusters Score -2.518487e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 217266 members 
Entering Unmasked Estep 
Score: -25185176.000000 Penalty: 4018.718506
	Iteration 23Q: 3 clusters Score -2.518518e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 218015 members 
Entering Unmasked Estep 
Score: -25185436.000000 Penalty: 4018.718506
	Iteration 24Q: 3 clusters Score -2.518544e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 218734 members 
Entering Unmasked Estep 
Score: -25185784.000000 Penalty: 4018.718506
	Iteration 25Q: 3 clusters Score -2.518578e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 219425 members 
Entering Unmasked Estep 
Score: -25186076.000000 Penalty: 4018.718506
	Iteration 26Q: 3 clusters Score -2.518608e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 220084 members 
Entering Unmasked Estep 
Score: -25186360.000000 Penalty: 4018.718506
	Iteration 27Q: 3 clusters Score -2.518636e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 220707 members 
Entering Unmasked Estep 
Score: -25186636.000000 Penalty: 4018.718506
	Iteration 28Q: 3 clusters Score -2.518664e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 221285 members 
Entering Unmasked Estep 
Score: -25186850.000000 Penalty: 4018.718506
	Iteration 29Q: 3 clusters Score -2.518685e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 221865 members 
Entering Unmasked Estep 
Score: -25187022.000000 Penalty: 4018.718506
	Iteration 30Q: 3 clusters Score -2.518702e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 222437 members 
Entering Unmasked Estep 
Score: -25187232.000000 Penalty: 4018.718506
	Iteration 31Q: 3 clusters Score -2.518723e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 223001 members 
Entering Unmasked Estep 
Score: -25187318.000000 Penalty: 4018.718506
	Iteration 32Q: 3 clusters Score -2.518732e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 223490 members 
Entering Unmasked Estep 
Score: -25187454.000000 Penalty: 4018.718506
	Iteration 33Q: 3 clusters Score -2.518745e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 223959 members 
Entering Unmasked Estep 
Score: -25187566.000000 Penalty: 4018.718506
	Iteration 34Q: 3 clusters Score -2.518757e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -25187674.000000 Penalty: 4018.718506
	Iteration 35Q: 3 clusters Score -2.518767e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 224843 members 
Entering Unmasked Estep 
Score: -25187778.000000 Penalty: 4018.718506
	Iteration 36Q: 3 clusters Score -2.518778e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 225249 members 
Entering Unmasked Estep 
Score: -25187916.000000 Penalty: 4018.718506
	Iteration 37Q: 3 clusters Score -2.518792e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 225624 members 
Entering Unmasked Estep 
Score: -25188044.000000 Penalty: 4018.718506
	Iteration 38Q: 3 clusters Score -2.518804e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 226000 members 
Entering Unmasked Estep 
Score: -25188248.000000 Penalty: 4018.718506
	Iteration 39Q: 3 clusters Score -2.518825e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 226319 members 
Entering Unmasked Estep 
Score: -25188346.000000 Penalty: 4018.718506
	Iteration 40F: 3 clusters Score -2.518835e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 226639 members 
Entering Unmasked Estep 
Score: -25188482.000000 Penalty: 4018.718506
	Iteration 41Q: 3 clusters Score -2.518848e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 226933 members 
Entering Unmasked Estep 
Score: -25188610.000000 Penalty: 4018.718506
	Iteration 42Q: 3 clusters Score -2.518861e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 227208 members 
Entering Unmasked Estep 
Score: -25188720.000000 Penalty: 4018.718506
	Iteration 43Q: 3 clusters Score -2.518872e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 227470 members 
Entering Unmasked Estep 
Score: -25188824.000000 Penalty: 4018.718506
	Iteration 44Q: 3 clusters Score -2.518882e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 227772 members 
Entering Unmasked Estep 
Score: -25188992.000000 Penalty: 4018.718506
	Iteration 45Q: 3 clusters Score -2.518899e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 228044 members 
Entering Unmasked Estep 
Score: -25189124.000000 Penalty: 4018.718506
	Iteration 46Q: 3 clusters Score -2.518912e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 228296 members 
Entering Unmasked Estep 
Score: -25189218.000000 Penalty: 4018.718506
	Iteration 47Q: 3 clusters Score -2.518922e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 228521 members 
Entering Unmasked Estep 
Score: -25189290.000000 Penalty: 4018.718506
	Iteration 48Q: 3 clusters Score -2.518929e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 228724 members 
Entering Unmasked Estep 
Score: -25189340.000000 Penalty: 4018.718506
	Iteration 49Q: 3 clusters Score -2.518934e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 228890 members 
Entering Unmasked Estep 
Score: -25189380.000000 Penalty: 4018.718506
	Iteration 50Q: 3 clusters Score -2.518938e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 229044 members 
Entering Unmasked Estep 
Score: -25189442.000000 Penalty: 4018.718506
	Iteration 51Q: 3 clusters Score -2.518944e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 229176 members 
Entering Unmasked Estep 
Score: -25189476.000000 Penalty: 4018.718506
	Iteration 52Q: 3 clusters Score -2.518948e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 229290 members 
Entering Unmasked Estep 
Score: -25189502.000000 Penalty: 4018.718506
	Iteration 53Q: 3 clusters Score -2.51895e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 229389 members 
Entering Unmasked Estep 
Score: -25189582.000000 Penalty: 4018.718506
	Iteration 54Q: 3 clusters Score -2.518958e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 229474 members 
Entering Unmasked Estep 
Score: -25189592.000000 Penalty: 4018.718506
	Iteration 55Q: 3 clusters Score -2.518959e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 229556 members 
Entering Unmasked Estep 
Score: -25189596.000000 Penalty: 4018.718506
	Iteration 56Q: 3 clusters Score -2.51896e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 229662 members 
Entering Unmasked Estep 
Score: -25189606.000000 Penalty: 4018.718506
	Iteration 57Q: 3 clusters Score -2.518961e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 229749 members 
Entering Unmasked Estep 
Score: -25189620.000000 Penalty: 4018.718506
	Iteration 58Q: 3 clusters Score -2.518962e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 229840 members 
Entering Unmasked Estep 
Score: -25189692.000000 Penalty: 4018.718506
	Iteration 59Q: 3 clusters Score -2.518969e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 229915 members 
Entering Unmasked Estep 
Score: -25189744.000000 Penalty: 4018.718506
	Iteration 60F: 3 clusters Score -2.518974e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 229980 members 
Entering Unmasked Estep 
Score: -25189764.000000 Penalty: 4018.718506
	Iteration 61Q: 3 clusters Score -2.518976e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -25189802.000000 Penalty: 4018.718506
	Iteration 62Q: 3 clusters Score -2.51898e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 230100 members 
Entering Unmasked Estep 
Score: -25189850.000000 Penalty: 4018.718506
	Iteration 63Q: 3 clusters Score -2.518985e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 230150 members 
Entering Unmasked Estep 
Score: -25189868.000000 Penalty: 4018.718506
	Iteration 64Q: 3 clusters Score -2.518987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 230194 members 
Entering Unmasked Estep 
Score: -25189946.000000 Penalty: 4018.718506
	Iteration 65Q: 3 clusters Score -2.518995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 230229 members 
Entering Unmasked Estep 
Score: -25189976.000000 Penalty: 4018.718506
	Iteration 66Q: 3 clusters Score -2.518998e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 230275 members 
Entering Unmasked Estep 
Score: -25190022.000000 Penalty: 4018.718506
	Iteration 67Q: 3 clusters Score -2.519002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 230324 members 
Entering Unmasked Estep 
Score: -25189998.000000 Penalty: 4018.718506
	Iteration 68Q: 3 clusters Score -2.519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 230353 members 
Entering Unmasked Estep 
Score: -25189982.000000 Penalty: 4018.718506
	Iteration 69Q: 3 clusters Score -2.518998e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 230389 members 
Entering Unmasked Estep 
Score: -25190024.000000 Penalty: 4018.718506
	Iteration 70Q: 3 clusters Score -2.519002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 230416 members 
Entering Unmasked Estep 
Score: -25190038.000000 Penalty: 4018.718506
	Iteration 71Q: 3 clusters Score -2.519004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 230450 members 
Entering Unmasked Estep 
Score: -25190070.000000 Penalty: 4018.718506
	Iteration 72Q: 3 clusters Score -2.519007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 230482 members 
Entering Unmasked Estep 
Score: -25190052.000000 Penalty: 4018.718506
	Iteration 73Q: 3 clusters Score -2.519005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 230511 members 
Entering Unmasked Estep 
Score: -25190054.000000 Penalty: 4018.718506
	Iteration 74Q: 3 clusters Score -2.519005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 230548 members 
Entering Unmasked Estep 
Score: -25190096.000000 Penalty: 4018.718506
	Iteration 75Q: 3 clusters Score -2.51901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 230577 members 
Entering Unmasked Estep 
Score: -25190102.000000 Penalty: 4018.718506
	Iteration 76Q: 3 clusters Score -2.51901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 230609 members 
Entering Unmasked Estep 
Score: -25190142.000000 Penalty: 4018.718506
	Iteration 77Q: 3 clusters Score -2.519014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 230631 members 
Entering Unmasked Estep 
Score: -25190168.000000 Penalty: 4018.718506
	Iteration 78Q: 3 clusters Score -2.519017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 230658 members 
Entering Unmasked Estep 
Score: -25190192.000000 Penalty: 4018.718506
	Iteration 79Q: 3 clusters Score -2.519019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 230682 members 
Entering Unmasked Estep 
Score: -25190206.000000 Penalty: 4018.718506
	Iteration 80F: 3 clusters Score -2.519021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 230704 members 
Entering Unmasked Estep 
Score: -25190214.000000 Penalty: 4018.718506
	Iteration 81Q: 3 clusters Score -2.519021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 230728 members 
Entering Unmasked Estep 
Score: -25190224.000000 Penalty: 4018.718506
	Iteration 82Q: 3 clusters Score -2.519022e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 230753 members 
Entering Unmasked Estep 
Score: -25190248.000000 Penalty: 4018.718506
	Iteration 83Q: 3 clusters Score -2.519025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 230782 members 
Entering Unmasked Estep 
Score: -25190216.000000 Penalty: 4018.718506
	Iteration 84Q: 3 clusters Score -2.519022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 230816 members 
Entering Unmasked Estep 
Score: -25190198.000000 Penalty: 4018.718506
	Iteration 85Q: 3 clusters Score -2.51902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 230845 members 
Entering Unmasked Estep 
Score: -25190190.000000 Penalty: 4018.718506
	Iteration 86Q: 3 clusters Score -2.519019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 230875 members 
Entering Unmasked Estep 
Score: -25190238.000000 Penalty: 4018.718506
	Iteration 87Q: 3 clusters Score -2.519024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 230903 members 
Entering Unmasked Estep 
Score: -25190254.000000 Penalty: 4018.718506
	Iteration 88Q: 3 clusters Score -2.519025e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 230932 members 
Entering Unmasked Estep 
Score: -25190254.000000 Penalty: 4018.718506
	Iteration 89Q: 3 clusters Score -2.519025e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 230957 members 
Entering Unmasked Estep 
Score: -25190260.000000 Penalty: 4018.718506
	Iteration 90Q: 3 clusters Score -2.519026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 230970 members 
Entering Unmasked Estep 
Score: -25190274.000000 Penalty: 4018.718506
	Iteration 91Q: 3 clusters Score -2.519027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 230994 members 
Entering Unmasked Estep 
Score: -25190270.000000 Penalty: 4018.718506
	Iteration 92Q: 3 clusters Score -2.519027e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 231022 members 
Entering Unmasked Estep 
Score: -25190266.000000 Penalty: 4018.718506
	Iteration 93Q: 3 clusters Score -2.519027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 231045 members 
Entering Unmasked Estep 
Score: -25190278.000000 Penalty: 4018.718506
	Iteration 94Q: 3 clusters Score -2.519028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 231054 members 
Entering Unmasked Estep 
Score: -25190258.000000 Penalty: 4018.718506
	Iteration 95Q: 3 clusters Score -2.519026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 231062 members 
Entering Unmasked Estep 
Score: -25190256.000000 Penalty: 4018.718506
	Iteration 96Q: 3 clusters Score -2.519026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 231066 members 
Entering Unmasked Estep 
Score: -25190254.000000 Penalty: 4018.718506
	Iteration 97Q: 3 clusters Score -2.519025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 231070 members 
Entering Unmasked Estep 
Score: -25190262.000000 Penalty: 4018.718506
	Iteration 98Q: 3 clusters Score -2.519026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 231076 members 
Entering Unmasked Estep 
Score: -25190270.000000 Penalty: 4018.718506
	Iteration 99Q: 3 clusters Score -2.519027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 231085 members 
Entering Unmasked Estep 
Score: -25190272.000000 Penalty: 4018.718506
	Iteration 100F: 3 clusters Score -2.519027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 231093 members 
Entering Unmasked Estep 
Score: -25190294.000000 Penalty: 4018.718506
	Iteration 101Q: 3 clusters Score -2.519029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 231103 members 
Entering Unmasked Estep 
Score: -25190302.000000 Penalty: 4018.718506
	Iteration 102Q: 3 clusters Score -2.51903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -25190278.000000 Penalty: 4018.718506
	Iteration 103Q: 3 clusters Score -2.519028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 231111 members 
Entering Unmasked Estep 
Score: -25190274.000000 Penalty: 4018.718506
	Iteration 104Q: 3 clusters Score -2.519027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 231117 members 
Entering Unmasked Estep 
Score: -25190280.000000 Penalty: 4018.718506
	Iteration 105Q: 3 clusters Score -2.519028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 231119 members 
Entering Unmasked Estep 
Score: -25190294.000000 Penalty: 4018.718506
	Iteration 106Q: 3 clusters Score -2.519029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 231123 members 
Entering Unmasked Estep 
Score: -25190276.000000 Penalty: 4018.718506
	Iteration 107Q: 3 clusters Score -2.519028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 231128 members 
Entering Unmasked Estep 
Score: -25190282.000000 Penalty: 4018.718506
	Iteration 108Q: 3 clusters Score -2.519028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 231139 members 
Entering Unmasked Estep 
Score: -25190286.000000 Penalty: 4018.718506
	Iteration 109Q: 3 clusters Score -2.519029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 231148 members 
Entering Unmasked Estep 
Score: -25190280.000000 Penalty: 4018.718506
	Iteration 110Q: 3 clusters Score -2.519028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 231154 members 
Entering Unmasked Estep 
Score: -25190268.000000 Penalty: 4018.718506
	Iteration 111Q: 3 clusters Score -2.519027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 231158 members 
Entering Unmasked Estep 
Score: -25190274.000000 Penalty: 4018.718506
	Iteration 112Q: 3 clusters Score -2.519027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 231163 members 
Entering Unmasked Estep 
Score: -25190280.000000 Penalty: 4018.718506
	Iteration 113Q: 3 clusters Score -2.519028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 231166 members 
Entering Unmasked Estep 
Score: -25190302.000000 Penalty: 4018.718506
	Iteration 114Q: 3 clusters Score -2.51903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 231166 members 
Entering Unmasked Estep 
Score: -25190302.000000 Penalty: 4018.718506
	Iteration 115F: 3 clusters Score -2.51903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Entering Unmasked Estep 
Score: -4831114.500000 Penalty: 1744.851562
	Iteration 0F: 2 clusters Score -4831114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4800243.500000 Penalty: 3489.703125
	Iteration 0F: 3 clusters Score -4800244 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4812501.500000 Penalty: 3489.703125
	Iteration 1F: 3 clusters Score -4812502 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4812950.500000 Penalty: 3489.703125
	Iteration 2Q: 3 clusters Score -4812950 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4813416.500000 Penalty: 3489.703125
	Iteration 3Q: 3 clusters Score -4813416 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4814008.000000 Penalty: 3489.703125
	Iteration 4Q: 3 clusters Score -4814008 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4814706.000000 Penalty: 3489.703125
	Iteration 5Q: 3 clusters Score -4814706 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4815636.000000 Penalty: 3489.703125
	Iteration 6Q: 3 clusters Score -4815636 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4816707.500000 Penalty: 3489.703125
	Iteration 7Q: 3 clusters Score -4816708 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -4817910.000000 Penalty: 3489.703125
	Iteration 8Q: 3 clusters Score -4817910 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4819178.000000 Penalty: 3489.703125
	Iteration 9Q: 3 clusters Score -4819178 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4820332.500000 Penalty: 3489.703125
	Iteration 10Q: 3 clusters Score -4820332 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4821264.000000 Penalty: 3489.703125
	Iteration 11Q: 3 clusters Score -4821264 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4821968.000000 Penalty: 3489.703125
	Iteration 12Q: 3 clusters Score -4821968 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4822713.500000 Penalty: 3489.703125
	Iteration 13Q: 3 clusters Score -4822714 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4823374.500000 Penalty: 3489.703125
	Iteration 14Q: 3 clusters Score -4823374 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4824077.500000 Penalty: 3489.703125
	Iteration 15Q: 3 clusters Score -4824078 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4824756.000000 Penalty: 3489.703125
	Iteration 16Q: 3 clusters Score -4824756 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4825443.000000 Penalty: 3489.703125
	Iteration 17Q: 3 clusters Score -4825443 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4826110.500000 Penalty: 3489.703125
	Iteration 18Q: 3 clusters Score -4826110 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4826681.500000 Penalty: 3489.703125
	Iteration 19Q: 3 clusters Score -4826682 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -4827197.500000 Penalty: 3489.703125
	Iteration 20F: 3 clusters Score -4827198 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4827605.500000 Penalty: 3489.703125
	Iteration 21Q: 3 clusters Score -4827606 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4828006.000000 Penalty: 3489.703125
	Iteration 22Q: 3 clusters Score -4828006 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -4828338.500000 Penalty: 3489.703125
	Iteration 23Q: 3 clusters Score -4828338 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -4828606.000000 Penalty: 3489.703125
	Iteration 24Q: 3 clusters Score -4828606 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -4828820.000000 Penalty: 3489.703125
	Iteration 25Q: 3 clusters Score -4828820 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -4828975.500000 Penalty: 3489.703125
	Iteration 26Q: 3 clusters Score -4828976 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -4829109.500000 Penalty: 3489.703125
	Iteration 27Q: 3 clusters Score -4829110 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -4829220.500000 Penalty: 3489.703125
	Iteration 28Q: 3 clusters Score -4829220 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4829287.500000 Penalty: 3489.703125
	Iteration 29Q: 3 clusters Score -4829288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -4829335.000000 Penalty: 3489.703125
	Iteration 30Q: 3 clusters Score -4829335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -4829399.000000 Penalty: 3489.703125
	Iteration 31Q: 3 clusters Score -4829399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -4829441.500000 Penalty: 3489.703125
	Iteration 32Q: 3 clusters Score -4829442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -4829472.000000 Penalty: 3489.703125
	Iteration 33Q: 3 clusters Score -4829472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -4829478.500000 Penalty: 3489.703125
	Iteration 34Q: 3 clusters Score -4829478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -4829497.500000 Penalty: 3489.703125
	Iteration 35Q: 3 clusters Score -4829498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -4829525.000000 Penalty: 3489.703125
	Iteration 36Q: 3 clusters Score -4829525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -4829544.000000 Penalty: 3489.703125
	Iteration 37Q: 3 clusters Score -4829544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -4829550.500000 Penalty: 3489.703125
	Iteration 38Q: 3 clusters Score -4829550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -4829566.000000 Penalty: 3489.703125
	Iteration 39Q: 3 clusters Score -4829566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -4829570.500000 Penalty: 3489.703125
	Iteration 40F: 3 clusters Score -4829570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -4829576.500000 Penalty: 3489.703125
	Iteration 41Q: 3 clusters Score -4829576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -4829591.500000 Penalty: 3489.703125
	Iteration 42Q: 3 clusters Score -4829592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -4829597.000000 Penalty: 3489.703125
	Iteration 43Q: 3 clusters Score -4829597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -4829603.000000 Penalty: 3489.703125
	Iteration 44Q: 3 clusters Score -4829603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -4829602.000000 Penalty: 3489.703125
	Iteration 45Q: 3 clusters Score -4829602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -4829602.500000 Penalty: 3489.703125
	Iteration 46Q: 3 clusters Score -4829602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -4829602.500000 Penalty: 3489.703125
	Iteration 47Q: 3 clusters Score -4829602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -4829606.500000 Penalty: 3489.703125
	Iteration 48Q: 3 clusters Score -4829606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -4829605.500000 Penalty: 3489.703125
	Iteration 49Q: 3 clusters Score -4829606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -4829606.000000 Penalty: 3489.703125
	Iteration 50Q: 3 clusters Score -4829606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -4829606.000000 Penalty: 3489.703125
	Iteration 51F: 3 clusters Score -4829606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (158911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Entering Unmasked Estep 
Score: -17276358.000000 Penalty: 1946.116211
	Iteration 0F: 2 clusters Score -1.727636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -17173840.000000 Penalty: 3892.232422
	Iteration 0F: 3 clusters Score -1.717384e+07 nChanged 76686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -17219442.000000 Penalty: 3892.232422
	Iteration 1F: 3 clusters Score -1.721944e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -17221362.000000 Penalty: 3892.232422
	Iteration 2Q: 3 clusters Score -1.722136e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -17224606.000000 Penalty: 3892.232422
	Iteration 3Q: 3 clusters Score -1.722461e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -17230358.000000 Penalty: 3892.232422
	Iteration 4F: 3 clusters Score -1.723036e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119055 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -17240046.000000 Penalty: 3892.232422
	Iteration 5F: 3 clusters Score -1.724005e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -17253138.000000 Penalty: 3892.232422
	Iteration 6F: 3 clusters Score -1.725314e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145456 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -17265092.000000 Penalty: 3892.232422
	Iteration 7F: 3 clusters Score -1.726509e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -17271370.000000 Penalty: 3892.232422
	Iteration 8F: 3 clusters Score -1.727137e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17273658.000000 Penalty: 3892.232422
	Iteration 9Q: 3 clusters Score -1.727366e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -17274294.000000 Penalty: 3892.232422
	Iteration 10Q: 3 clusters Score -1.727429e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17274490.000000 Penalty: 3892.232422
	Iteration 11Q: 3 clusters Score -1.727449e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17274598.000000 Penalty: 3892.232422
	Iteration 12Q: 3 clusters Score -1.72746e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158652 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17274636.000000 Penalty: 3892.232422
	Iteration 13Q: 3 clusters Score -1.727464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17274650.000000 Penalty: 3892.232422
	Iteration 14Q: 3 clusters Score -1.727465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158678 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17274680.000000 Penalty: 3892.232422
	Iteration 15Q: 3 clusters Score -1.727468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17274682.000000 Penalty: 3892.232422
	Iteration 16Q: 3 clusters Score -1.727468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17274692.000000 Penalty: 3892.232422
	Iteration 17Q: 3 clusters Score -1.727469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17274698.000000 Penalty: 3892.232422
	Iteration 18Q: 3 clusters Score -1.72747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17274706.000000 Penalty: 3892.232422
	Iteration 19Q: 3 clusters Score -1.727471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17274706.000000 Penalty: 3892.232422
	Iteration 20F: 3 clusters Score -1.727471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Entering Unmasked Estep 
Score: -4814575.000000 Penalty: 1737.215576
	Iteration 0F: 2 clusters Score -4814575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4785281.000000 Penalty: 3474.431152
	Iteration 0F: 3 clusters Score -4785281 nChanged 20508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4796988.500000 Penalty: 3474.431152
	Iteration 1F: 3 clusters Score -4796988 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -4797568.000000 Penalty: 3474.431152
	Iteration 2Q: 3 clusters Score -4797568 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4798338.000000 Penalty: 3474.431152
	Iteration 3Q: 3 clusters Score -4798338 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -4799379.000000 Penalty: 3474.431152
	Iteration 4Q: 3 clusters Score -4799379 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4800947.500000 Penalty: 3474.431152
	Iteration 5F: 3 clusters Score -4800948 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4802882.000000 Penalty: 3474.431152
	Iteration 6F: 3 clusters Score -4802882 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4805191.500000 Penalty: 3474.431152
	Iteration 7F: 3 clusters Score -4805192 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4807435.000000 Penalty: 3474.431152
	Iteration 8F: 3 clusters Score -4807435 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4809174.500000 Penalty: 3474.431152
	Iteration 9Q: 3 clusters Score -4809174 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4810422.500000 Penalty: 3474.431152
	Iteration 10Q: 3 clusters Score -4810422 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -4811322.500000 Penalty: 3474.431152
	Iteration 11Q: 3 clusters Score -4811322 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4811934.000000 Penalty: 3474.431152
	Iteration 12Q: 3 clusters Score -4811934 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -4812388.500000 Penalty: 3474.431152
	Iteration 13Q: 3 clusters Score -4812388 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4812712.000000 Penalty: 3474.431152
	Iteration 14Q: 3 clusters Score -4812712 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -4812940.500000 Penalty: 3474.431152
	Iteration 15Q: 3 clusters Score -4812940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -4813074.500000 Penalty: 3474.431152
	Iteration 16Q: 3 clusters Score -4813074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -4813140.000000 Penalty: 3474.431152
	Iteration 17Q: 3 clusters Score -4813140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -4813183.500000 Penalty: 3474.431152
	Iteration 18Q: 3 clusters Score -4813184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -4813214.500000 Penalty: 3474.431152
	Iteration 19Q: 3 clusters Score -4813214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -4813232.500000 Penalty: 3474.431152
	Iteration 20F: 3 clusters Score -4813232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -4813258.000000 Penalty: 3474.431152
	Iteration 21Q: 3 clusters Score -4813258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -4813272.000000 Penalty: 3474.431152
	Iteration 22Q: 3 clusters Score -4813272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -4813292.500000 Penalty: 3474.431152
	Iteration 23Q: 3 clusters Score -4813292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -4813297.000000 Penalty: 3474.431152
	Iteration 24Q: 3 clusters Score -4813297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -4813299.500000 Penalty: 3474.431152
	Iteration 25Q: 3 clusters Score -4813300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -4813304.500000 Penalty: 3474.431152
	Iteration 26Q: 3 clusters Score -4813304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -4813306.500000 Penalty: 3474.431152
	Iteration 27Q: 3 clusters Score -4813306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -4813314.500000 Penalty: 3474.431152
	Iteration 28Q: 3 clusters Score -4813314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -4813314.500000 Penalty: 3474.431152
	Iteration 29Q: 3 clusters Score -4813314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -4813311.000000 Penalty: 3474.431152
	Iteration 30Q: 3 clusters Score -4813311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -4813317.000000 Penalty: 3474.431152
	Iteration 31Q: 3 clusters Score -4813317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -4813320.000000 Penalty: 3474.431152
	Iteration 32Q: 3 clusters Score -4813320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -4813320.000000 Penalty: 3474.431152
	Iteration 33Q: 3 clusters Score -4813320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -4813316.000000 Penalty: 3474.431152
	Iteration 34Q: 3 clusters Score -4813316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -4813322.000000 Penalty: 3474.431152
	Iteration 35Q: 3 clusters Score -4813322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -4813324.000000 Penalty: 3474.431152
	Iteration 36Q: 3 clusters Score -4813324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -4813324.000000 Penalty: 3474.431152
	Iteration 37Q: 3 clusters Score -4813324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -4813326.500000 Penalty: 3474.431152
	Iteration 38Q: 3 clusters Score -4813326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -4813324.500000 Penalty: 3474.431152
	Iteration 39Q: 3 clusters Score -4813324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -4813327.500000 Penalty: 3474.431152
	Iteration 40F: 3 clusters Score -4813328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -4813329.000000 Penalty: 3474.431152
	Iteration 41Q: 3 clusters Score -4813329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -4813328.000000 Penalty: 3474.431152
	Iteration 42Q: 3 clusters Score -4813328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -4813328.000000 Penalty: 3474.431152
	Iteration 43F: 3 clusters Score -4813328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -278723.437500 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -278723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -276312.812500 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -276312.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -276925.781250 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -276925.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -277122.687500 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -277122.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -277284.718750 Penalty: 2550.776611
	Iteration 3F: 3 clusters Score -277284.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -277409.437500 Penalty: 2550.776611
	Iteration 4F: 3 clusters Score -277409.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -277496.593750 Penalty: 2550.776611
	Iteration 5F: 3 clusters Score -277496.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -277564.000000 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -277564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -277623.843750 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -277623.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -277686.437500 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -277686.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -277729.781250 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -277729.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -277750.500000 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -277750.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -277767.125000 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -277767.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -277781.343750 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -277781.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -277788.250000 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -277788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -277792.656250 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -277792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -277796.281250 Penalty: 2550.776611
	Iteration 15Q: 3 clusters Score -277796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -277798.218750 Penalty: 2550.776611
	Iteration 16Q: 3 clusters Score -277798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -277800.656250 Penalty: 2550.776611
	Iteration 17Q: 3 clusters Score -277800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -277801.937500 Penalty: 2550.776611
	Iteration 18Q: 3 clusters Score -277801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -277804.562500 Penalty: 2550.776611
	Iteration 19Q: 3 clusters Score -277804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -277805.687500 Penalty: 2550.776611
	Iteration 20F: 3 clusters Score -277805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -277807.250000 Penalty: 2550.776611
	Iteration 21Q: 3 clusters Score -277807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -277807.750000 Penalty: 2550.776611
	Iteration 22Q: 3 clusters Score -277807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -277808.531250 Penalty: 2550.776611
	Iteration 23Q: 3 clusters Score -277808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -277809.906250 Penalty: 2550.776611
	Iteration 24Q: 3 clusters Score -277809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -277810.531250 Penalty: 2550.776611
	Iteration 25Q: 3 clusters Score -277810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -277813.500000 Penalty: 2550.776611
	Iteration 26Q: 3 clusters Score -277813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -277814.468750 Penalty: 2550.776611
	Iteration 27Q: 3 clusters Score -277814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -277815.968750 Penalty: 2550.776611
	Iteration 28Q: 3 clusters Score -277816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -277815.968750 Penalty: 2550.776611
	Iteration 29F: 3 clusters Score -277816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -246145.078125 Penalty: 1254.214111
	Iteration 0F: 2 clusters Score -246145.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -243908.812500 Penalty: 2508.428223
	Iteration 0F: 3 clusters Score -243908.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -244343.796875 Penalty: 2508.428223
	Iteration 1F: 3 clusters Score -244343.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -244462.578125 Penalty: 2508.428223
	Iteration 2F: 3 clusters Score -244462.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -244529.421875 Penalty: 2508.428223
	Iteration 3F: 3 clusters Score -244529.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -244580.937500 Penalty: 2508.428223
	Iteration 4Q: 3 clusters Score -244580.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -244632.203125 Penalty: 2508.428223
	Iteration 5Q: 3 clusters Score -244632.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -244672.578125 Penalty: 2508.428223
	Iteration 6Q: 3 clusters Score -244672.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -244708.453125 Penalty: 2508.428223
	Iteration 7Q: 3 clusters Score -244708.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -244744.921875 Penalty: 2508.428223
	Iteration 8Q: 3 clusters Score -244744.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -244790.656250 Penalty: 2508.428223
	Iteration 9Q: 3 clusters Score -244790.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -244843.453125 Penalty: 2508.428223
	Iteration 10Q: 3 clusters Score -244843.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -244877.343750 Penalty: 2508.428223
	Iteration 11Q: 3 clusters Score -244877.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -244922.656250 Penalty: 2508.428223
	Iteration 12Q: 3 clusters Score -244922.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -244955.921875 Penalty: 2508.428223
	Iteration 13Q: 3 clusters Score -244955.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -244985.343750 Penalty: 2508.428223
	Iteration 14Q: 3 clusters Score -244985.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -245008.531250 Penalty: 2508.428223
	Iteration 15Q: 3 clusters Score -245008.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245029.500000 Penalty: 2508.428223
	Iteration 16Q: 3 clusters Score -245029.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -245045.625000 Penalty: 2508.428223
	Iteration 17Q: 3 clusters Score -245045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -245054.781250 Penalty: 2508.428223
	Iteration 18Q: 3 clusters Score -245054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -245062.453125 Penalty: 2508.428223
	Iteration 19Q: 3 clusters Score -245062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -245064.984375 Penalty: 2508.428223
	Iteration 20F: 3 clusters Score -245065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -245066.046875 Penalty: 2508.428223
	Iteration 21Q: 3 clusters Score -245066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -245066.281250 Penalty: 2508.428223
	Iteration 22Q: 3 clusters Score -245066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -245066.281250 Penalty: 2508.428223
	Iteration 23F: 3 clusters Score -245066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Entering Unmasked Estep 
Score: -13410209.000000 Penalty: 1903.331421
	Iteration 0F: 2 clusters Score -1.341021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -13328411.000000 Penalty: 3806.662842
	Iteration 0F: 3 clusters Score -1.332841e+07 nChanged 58840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -13363914.000000 Penalty: 3806.662842
	Iteration 1F: 3 clusters Score -1.336391e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -13365670.000000 Penalty: 3806.662842
	Iteration 2Q: 3 clusters Score -1.336567e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -13368545.000000 Penalty: 3806.662842
	Iteration 3Q: 3 clusters Score -1.336854e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -13373477.000000 Penalty: 3806.662842
	Iteration 4F: 3 clusters Score -1.337348e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -13380580.000000 Penalty: 3806.662842
	Iteration 5F: 3 clusters Score -1.338058e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -13388837.000000 Penalty: 3806.662842
	Iteration 6F: 3 clusters Score -1.338884e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -13396074.000000 Penalty: 3806.662842
	Iteration 7F: 3 clusters Score -1.339607e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -13400838.000000 Penalty: 3806.662842
	Iteration 8Q: 3 clusters Score -1.340084e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -13403097.000000 Penalty: 3806.662842
	Iteration 9Q: 3 clusters Score -1.34031e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106224 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -13404730.000000 Penalty: 3806.662842
	Iteration 10Q: 3 clusters Score -1.340473e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -13405647.000000 Penalty: 3806.662842
	Iteration 11Q: 3 clusters Score -1.340565e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -13406415.000000 Penalty: 3806.662842
	Iteration 12Q: 3 clusters Score -1.340642e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -13406910.000000 Penalty: 3806.662842
	Iteration 13Q: 3 clusters Score -1.340691e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -13407310.000000 Penalty: 3806.662842
	Iteration 14Q: 3 clusters Score -1.340731e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -13407510.000000 Penalty: 3806.662842
	Iteration 15Q: 3 clusters Score -1.340751e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -13407609.000000 Penalty: 3806.662842
	Iteration 16Q: 3 clusters Score -1.340761e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -13407704.000000 Penalty: 3806.662842
	Iteration 17Q: 3 clusters Score -1.34077e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112468 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -13407848.000000 Penalty: 3806.662842
	Iteration 18Q: 3 clusters Score -1.340785e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -13407932.000000 Penalty: 3806.662842
	Iteration 19Q: 3 clusters Score -1.340793e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -13407992.000000 Penalty: 3806.662842
	Iteration 20F: 3 clusters Score -1.340799e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113431 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -13408091.000000 Penalty: 3806.662842
	Iteration 21Q: 3 clusters Score -1.340809e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -13408167.000000 Penalty: 3806.662842
	Iteration 22Q: 3 clusters Score -1.340817e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -13408263.000000 Penalty: 3806.662842
	Iteration 23Q: 3 clusters Score -1.340826e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -13408366.000000 Penalty: 3806.662842
	Iteration 24Q: 3 clusters Score -1.340837e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -13408412.000000 Penalty: 3806.662842
	Iteration 25Q: 3 clusters Score -1.340841e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -13408476.000000 Penalty: 3806.662842
	Iteration 26Q: 3 clusters Score -1.340848e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -13408478.000000 Penalty: 3806.662842
	Iteration 27Q: 3 clusters Score -1.340848e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -13408529.000000 Penalty: 3806.662842
	Iteration 28Q: 3 clusters Score -1.340853e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115573 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -13408576.000000 Penalty: 3806.662842
	Iteration 29Q: 3 clusters Score -1.340858e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115778 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -13408569.000000 Penalty: 3806.662842
	Iteration 30Q: 3 clusters Score -1.340857e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -13408593.000000 Penalty: 3806.662842
	Iteration 31Q: 3 clusters Score -1.340859e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -13408635.000000 Penalty: 3806.662842
	Iteration 32Q: 3 clusters Score -1.340864e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -13408674.000000 Penalty: 3806.662842
	Iteration 33Q: 3 clusters Score -1.340867e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -13408686.000000 Penalty: 3806.662842
	Iteration 34Q: 3 clusters Score -1.340869e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -13408706.000000 Penalty: 3806.662842
	Iteration 35Q: 3 clusters Score -1.340871e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -13408751.000000 Penalty: 3806.662842
	Iteration 36Q: 3 clusters Score -1.340875e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117002 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -13408794.000000 Penalty: 3806.662842
	Iteration 37Q: 3 clusters Score -1.340879e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -13408776.000000 Penalty: 3806.662842
	Iteration 38Q: 3 clusters Score -1.340878e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -13408783.000000 Penalty: 3806.662842
	Iteration 39Q: 3 clusters Score -1.340878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -13408806.000000 Penalty: 3806.662842
	Iteration 40F: 3 clusters Score -1.340881e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117407 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -13408815.000000 Penalty: 3806.662842
	Iteration 41Q: 3 clusters Score -1.340882e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117489 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -13408865.000000 Penalty: 3806.662842
	Iteration 42Q: 3 clusters Score -1.340886e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117566 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -13408891.000000 Penalty: 3806.662842
	Iteration 43Q: 3 clusters Score -1.340889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -13408877.000000 Penalty: 3806.662842
	Iteration 44Q: 3 clusters Score -1.340888e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -13408864.000000 Penalty: 3806.662842
	Iteration 45Q: 3 clusters Score -1.340886e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -13408852.000000 Penalty: 3806.662842
	Iteration 46Q: 3 clusters Score -1.340885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -13408859.000000 Penalty: 3806.662842
	Iteration 47Q: 3 clusters Score -1.340886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -13408865.000000 Penalty: 3806.662842
	Iteration 48Q: 3 clusters Score -1.340886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -13408874.000000 Penalty: 3806.662842
	Iteration 49Q: 3 clusters Score -1.340887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117905 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -13408889.000000 Penalty: 3806.662842
	Iteration 50Q: 3 clusters Score -1.340889e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -13408912.000000 Penalty: 3806.662842
	Iteration 51Q: 3 clusters Score -1.340891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -13408897.000000 Penalty: 3806.662842
	Iteration 52Q: 3 clusters Score -1.34089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117993 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13408895.000000 Penalty: 3806.662842
	Iteration 53Q: 3 clusters Score -1.34089e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118026 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -13408888.000000 Penalty: 3806.662842
	Iteration 54Q: 3 clusters Score -1.340889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -13408912.000000 Penalty: 3806.662842
	Iteration 55Q: 3 clusters Score -1.340891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -13408930.000000 Penalty: 3806.662842
	Iteration 56Q: 3 clusters Score -1.340893e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -13408939.000000 Penalty: 3806.662842
	Iteration 57Q: 3 clusters Score -1.340894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -13408955.000000 Penalty: 3806.662842
	Iteration 58Q: 3 clusters Score -1.340896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -13408966.000000 Penalty: 3806.662842
	Iteration 59Q: 3 clusters Score -1.340897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -13408967.000000 Penalty: 3806.662842
	Iteration 60F: 3 clusters Score -1.340897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -13408935.000000 Penalty: 3806.662842
	Iteration 61Q: 3 clusters Score -1.340894e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -13408944.000000 Penalty: 3806.662842
	Iteration 62Q: 3 clusters Score -1.340894e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118417 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -13408926.000000 Penalty: 3806.662842
	Iteration 63Q: 3 clusters Score -1.340893e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -13408922.000000 Penalty: 3806.662842
	Iteration 64Q: 3 clusters Score -1.340892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -13408921.000000 Penalty: 3806.662842
	Iteration 65Q: 3 clusters Score -1.340892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -13408925.000000 Penalty: 3806.662842
	Iteration 66Q: 3 clusters Score -1.340892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -13408939.000000 Penalty: 3806.662842
	Iteration 67Q: 3 clusters Score -1.340894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -13408945.000000 Penalty: 3806.662842
	Iteration 68Q: 3 clusters Score -1.340894e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -13408943.000000 Penalty: 3806.662842
	Iteration 69Q: 3 clusters Score -1.340894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -13408935.000000 Penalty: 3806.662842
	Iteration 70Q: 3 clusters Score -1.340894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -13408943.000000 Penalty: 3806.662842
	Iteration 71Q: 3 clusters Score -1.340894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -13408947.000000 Penalty: 3806.662842
	Iteration 72Q: 3 clusters Score -1.340895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -13408956.000000 Penalty: 3806.662842
	Iteration 73Q: 3 clusters Score -1.340896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13408963.000000 Penalty: 3806.662842
	Iteration 74Q: 3 clusters Score -1.340896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118745 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -13408969.000000 Penalty: 3806.662842
	Iteration 75Q: 3 clusters Score -1.340897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -13408968.000000 Penalty: 3806.662842
	Iteration 76Q: 3 clusters Score -1.340897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -13408969.000000 Penalty: 3806.662842
	Iteration 77Q: 3 clusters Score -1.340897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -13408970.000000 Penalty: 3806.662842
	Iteration 78Q: 3 clusters Score -1.340897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -13408972.000000 Penalty: 3806.662842
	Iteration 79Q: 3 clusters Score -1.340897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -13408971.000000 Penalty: 3806.662842
	Iteration 80F: 3 clusters Score -1.340897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118787 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -13408982.000000 Penalty: 3806.662842
	Iteration 81Q: 3 clusters Score -1.340898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13408973.000000 Penalty: 3806.662842
	Iteration 82Q: 3 clusters Score -1.340897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118807 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -13408982.000000 Penalty: 3806.662842
	Iteration 83Q: 3 clusters Score -1.340898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -13408998.000000 Penalty: 3806.662842
	Iteration 84Q: 3 clusters Score -1.3409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -13409014.000000 Penalty: 3806.662842
	Iteration 85Q: 3 clusters Score -1.340901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118818 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -13409008.000000 Penalty: 3806.662842
	Iteration 86Q: 3 clusters Score -1.340901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13409014.000000 Penalty: 3806.662842
	Iteration 87Q: 3 clusters Score -1.340901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -13409005.000000 Penalty: 3806.662842
	Iteration 88Q: 3 clusters Score -1.3409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118831 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -13409012.000000 Penalty: 3806.662842
	Iteration 89Q: 3 clusters Score -1.340901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118838 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -13408998.000000 Penalty: 3806.662842
	Iteration 90Q: 3 clusters Score -1.3409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -13409012.000000 Penalty: 3806.662842
	Iteration 91Q: 3 clusters Score -1.340901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -13409002.000000 Penalty: 3806.662842
	Iteration 92Q: 3 clusters Score -1.3409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -13409001.000000 Penalty: 3806.662842
	Iteration 93Q: 3 clusters Score -1.3409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -13408989.000000 Penalty: 3806.662842
	Iteration 94Q: 3 clusters Score -1.340899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -13409005.000000 Penalty: 3806.662842
	Iteration 95Q: 3 clusters Score -1.3409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -13408996.000000 Penalty: 3806.662842
	Iteration 96Q: 3 clusters Score -1.3409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13409001.000000 Penalty: 3806.662842
	Iteration 97Q: 3 clusters Score -1.3409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -13409003.000000 Penalty: 3806.662842
	Iteration 98Q: 3 clusters Score -1.3409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -13409006.000000 Penalty: 3806.662842
	Iteration 99Q: 3 clusters Score -1.340901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -13409003.000000 Penalty: 3806.662842
	Iteration 100F: 3 clusters Score -1.3409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13408989.000000 Penalty: 3806.662842
	Iteration 101Q: 3 clusters Score -1.340899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -13408991.000000 Penalty: 3806.662842
	Iteration 102Q: 3 clusters Score -1.340899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13409002.000000 Penalty: 3806.662842
	Iteration 103Q: 3 clusters Score -1.3409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -13408985.000000 Penalty: 3806.662842
	Iteration 104Q: 3 clusters Score -1.340898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -13409011.000000 Penalty: 3806.662842
	Iteration 105Q: 3 clusters Score -1.340901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -13409005.000000 Penalty: 3806.662842
	Iteration 106Q: 3 clusters Score -1.3409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119017 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -13409012.000000 Penalty: 3806.662842
	Iteration 107Q: 3 clusters Score -1.340901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -13409011.000000 Penalty: 3806.662842
	Iteration 108Q: 3 clusters Score -1.340901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -13409017.000000 Penalty: 3806.662842
	Iteration 109Q: 3 clusters Score -1.340902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -13409015.000000 Penalty: 3806.662842
	Iteration 110Q: 3 clusters Score -1.340902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -13409013.000000 Penalty: 3806.662842
	Iteration 111Q: 3 clusters Score -1.340901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -13409013.000000 Penalty: 3806.662842
	Iteration 112Q: 3 clusters Score -1.340901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -13409010.000000 Penalty: 3806.662842
	Iteration 113Q: 3 clusters Score -1.340901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -13409010.000000 Penalty: 3806.662842
	Iteration 114Q: 3 clusters Score -1.340901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -13409004.000000 Penalty: 3806.662842
	Iteration 115Q: 3 clusters Score -1.3409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -13409004.000000 Penalty: 3806.662842
	Iteration 116F: 3 clusters Score -1.3409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -38902.109375 Penalty: 989.837891
	Iteration 0F: 2 clusters Score -38902.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37904.769531 Penalty: 1979.675781
	Iteration 0F: 3 clusters Score -37904.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38112.222656 Penalty: 1979.675781
	Iteration 1F: 3 clusters Score -38112.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38174.847656 Penalty: 1979.675781
	Iteration 2F: 3 clusters Score -38174.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38207.488281 Penalty: 1979.675781
	Iteration 3Q: 3 clusters Score -38207.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38235.765625 Penalty: 1979.675781
	Iteration 4Q: 3 clusters Score -38235.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38240.640625 Penalty: 1979.675781
	Iteration 5Q: 3 clusters Score -38240.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38245.410156 Penalty: 1979.675781
	Iteration 6Q: 3 clusters Score -38245.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38245.410156 Penalty: 1979.675781
	Iteration 7F: 3 clusters Score -38245.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -538201.062500 Penalty: 1375.229004
	Iteration 0F: 2 clusters Score -538201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -534370.375000 Penalty: 2750.458008
	Iteration 0F: 3 clusters Score -534370.4 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -535365.000000 Penalty: 2750.458008
	Iteration 1F: 3 clusters Score -535365 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -535510.812500 Penalty: 2750.458008
	Iteration 2F: 3 clusters Score -535510.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -535610.937500 Penalty: 2750.458008
	Iteration 3F: 3 clusters Score -535610.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -535696.062500 Penalty: 2750.458008
	Iteration 4Q: 3 clusters Score -535696.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -535781.625000 Penalty: 2750.458008
	Iteration 5Q: 3 clusters Score -535781.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -535851.312500 Penalty: 2750.458008
	Iteration 6Q: 3 clusters Score -535851.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -535924.937500 Penalty: 2750.458008
	Iteration 7Q: 3 clusters Score -535924.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -536004.000000 Penalty: 2750.458008
	Iteration 8Q: 3 clusters Score -536004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -536079.687500 Penalty: 2750.458008
	Iteration 9Q: 3 clusters Score -536079.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -536147.687500 Penalty: 2750.458008
	Iteration 10Q: 3 clusters Score -536147.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -536210.437500 Penalty: 2750.458008
	Iteration 11Q: 3 clusters Score -536210.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -536279.000000 Penalty: 2750.458008
	Iteration 12Q: 3 clusters Score -536279 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -536359.875000 Penalty: 2750.458008
	Iteration 13Q: 3 clusters Score -536359.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -536427.500000 Penalty: 2750.458008
	Iteration 14Q: 3 clusters Score -536427.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -536503.875000 Penalty: 2750.458008
	Iteration 15Q: 3 clusters Score -536503.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -536584.187500 Penalty: 2750.458008
	Iteration 16Q: 3 clusters Score -536584.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -536660.187500 Penalty: 2750.458008
	Iteration 17Q: 3 clusters Score -536660.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -536726.625000 Penalty: 2750.458008
	Iteration 18Q: 3 clusters Score -536726.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -536777.875000 Penalty: 2750.458008
	Iteration 19Q: 3 clusters Score -536777.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -536815.125000 Penalty: 2750.458008
	Iteration 20F: 3 clusters Score -536815.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -536842.500000 Penalty: 2750.458008
	Iteration 21Q: 3 clusters Score -536842.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -536863.375000 Penalty: 2750.458008
	Iteration 22Q: 3 clusters Score -536863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -536872.750000 Penalty: 2750.458008
	Iteration 23Q: 3 clusters Score -536872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -536888.062500 Penalty: 2750.458008
	Iteration 24Q: 3 clusters Score -536888.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -536904.062500 Penalty: 2750.458008
	Iteration 25Q: 3 clusters Score -536904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -536916.312500 Penalty: 2750.458008
	Iteration 26Q: 3 clusters Score -536916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -536926.750000 Penalty: 2750.458008
	Iteration 27Q: 3 clusters Score -536926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -536936.125000 Penalty: 2750.458008
	Iteration 28Q: 3 clusters Score -536936.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -536948.750000 Penalty: 2750.458008
	Iteration 29Q: 3 clusters Score -536948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -536960.125000 Penalty: 2750.458008
	Iteration 30Q: 3 clusters Score -536960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -536967.437500 Penalty: 2750.458008
	Iteration 31Q: 3 clusters Score -536967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -536971.562500 Penalty: 2750.458008
	Iteration 32Q: 3 clusters Score -536971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -536976.812500 Penalty: 2750.458008
	Iteration 33Q: 3 clusters Score -536976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -536981.062500 Penalty: 2750.458008
	Iteration 34Q: 3 clusters Score -536981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -536982.937500 Penalty: 2750.458008
	Iteration 35Q: 3 clusters Score -536982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -536985.812500 Penalty: 2750.458008
	Iteration 36Q: 3 clusters Score -536985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -536991.125000 Penalty: 2750.458008
	Iteration 37Q: 3 clusters Score -536991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -536997.937500 Penalty: 2750.458008
	Iteration 38Q: 3 clusters Score -536997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -537001.562500 Penalty: 2750.458008
	Iteration 39Q: 3 clusters Score -537001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -537005.875000 Penalty: 2750.458008
	Iteration 40F: 3 clusters Score -537005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -537007.687500 Penalty: 2750.458008
	Iteration 41Q: 3 clusters Score -537007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -537009.562500 Penalty: 2750.458008
	Iteration 42Q: 3 clusters Score -537009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -537010.875000 Penalty: 2750.458008
	Iteration 43Q: 3 clusters Score -537010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -537010.875000 Penalty: 2750.458008
	Iteration 44F: 3 clusters Score -537010.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -299728.875000 Penalty: 1299.072998
	Iteration 0F: 2 clusters Score -299728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -296979.656250 Penalty: 2598.145996
	Iteration 0F: 3 clusters Score -296979.7 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -297683.781250 Penalty: 2598.145996
	Iteration 1F: 3 clusters Score -297683.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -297862.687500 Penalty: 2598.145996
	Iteration 2F: 3 clusters Score -297862.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -297974.343750 Penalty: 2598.145996
	Iteration 3F: 3 clusters Score -297974.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -298031.218750 Penalty: 2598.145996
	Iteration 4Q: 3 clusters Score -298031.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -298069.281250 Penalty: 2598.145996
	Iteration 5Q: 3 clusters Score -298069.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -298102.593750 Penalty: 2598.145996
	Iteration 6Q: 3 clusters Score -298102.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -298132.218750 Penalty: 2598.145996
	Iteration 7Q: 3 clusters Score -298132.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -298154.093750 Penalty: 2598.145996
	Iteration 8Q: 3 clusters Score -298154.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -298171.562500 Penalty: 2598.145996
	Iteration 9Q: 3 clusters Score -298171.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -298185.656250 Penalty: 2598.145996
	Iteration 10Q: 3 clusters Score -298185.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -298201.250000 Penalty: 2598.145996
	Iteration 11Q: 3 clusters Score -298201.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -298216.031250 Penalty: 2598.145996
	Iteration 12Q: 3 clusters Score -298216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -298228.281250 Penalty: 2598.145996
	Iteration 13Q: 3 clusters Score -298228.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -298244.718750 Penalty: 2598.145996
	Iteration 14Q: 3 clusters Score -298244.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298261.406250 Penalty: 2598.145996
	Iteration 15Q: 3 clusters Score -298261.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -298278.562500 Penalty: 2598.145996
	Iteration 16Q: 3 clusters Score -298278.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -298293.625000 Penalty: 2598.145996
	Iteration 17Q: 3 clusters Score -298293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -298306.406250 Penalty: 2598.145996
	Iteration 18Q: 3 clusters Score -298306.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -298318.531250 Penalty: 2598.145996
	Iteration 19Q: 3 clusters Score -298318.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -298328.531250 Penalty: 2598.145996
	Iteration 20F: 3 clusters Score -298328.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -298347.468750 Penalty: 2598.145996
	Iteration 21Q: 3 clusters Score -298347.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -298367.343750 Penalty: 2598.145996
	Iteration 22Q: 3 clusters Score -298367.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -298402.437500 Penalty: 2598.145996
	Iteration 23Q: 3 clusters Score -298402.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -298451.312500 Penalty: 2598.145996
	Iteration 24Q: 3 clusters Score -298451.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -298515.187500 Penalty: 2598.145996
	Iteration 25Q: 3 clusters Score -298515.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -298571.000000 Penalty: 2598.145996
	Iteration 26Q: 3 clusters Score -298571 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -298632.937500 Penalty: 2598.145996
	Iteration 27Q: 3 clusters Score -298632.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -298679.906250 Penalty: 2598.145996
	Iteration 28Q: 3 clusters Score -298679.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -298709.125000 Penalty: 2598.145996
	Iteration 29Q: 3 clusters Score -298709.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -298733.750000 Penalty: 2598.145996
	Iteration 30Q: 3 clusters Score -298733.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -298753.281250 Penalty: 2598.145996
	Iteration 31Q: 3 clusters Score -298753.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -298763.093750 Penalty: 2598.145996
	Iteration 32Q: 3 clusters Score -298763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -298771.468750 Penalty: 2598.145996
	Iteration 33Q: 3 clusters Score -298771.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -298777.562500 Penalty: 2598.145996
	Iteration 34Q: 3 clusters Score -298777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -298782.062500 Penalty: 2598.145996
	Iteration 35Q: 3 clusters Score -298782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -298786.250000 Penalty: 2598.145996
	Iteration 36Q: 3 clusters Score -298786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -298788.500000 Penalty: 2598.145996
	Iteration 37Q: 3 clusters Score -298788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -298791.312500 Penalty: 2598.145996
	Iteration 38Q: 3 clusters Score -298791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -298793.718750 Penalty: 2598.145996
	Iteration 39Q: 3 clusters Score -298793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -298799.125000 Penalty: 2598.145996
	Iteration 40F: 3 clusters Score -298799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -298806.187500 Penalty: 2598.145996
	Iteration 41Q: 3 clusters Score -298806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -298814.500000 Penalty: 2598.145996
	Iteration 42Q: 3 clusters Score -298814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -298818.718750 Penalty: 2598.145996
	Iteration 43Q: 3 clusters Score -298818.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -298824.750000 Penalty: 2598.145996
	Iteration 44Q: 3 clusters Score -298824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -298827.343750 Penalty: 2598.145996
	Iteration 45Q: 3 clusters Score -298827.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -298832.781250 Penalty: 2598.145996
	Iteration 46Q: 3 clusters Score -298832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -298834.781250 Penalty: 2598.145996
	Iteration 47Q: 3 clusters Score -298834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -298837.562500 Penalty: 2598.145996
	Iteration 48Q: 3 clusters Score -298837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -298838.625000 Penalty: 2598.145996
	Iteration 49Q: 3 clusters Score -298838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -298838.625000 Penalty: 2598.145996
	Iteration 50F: 3 clusters Score -298838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Entering Unmasked Estep 
Score: -2522165.500000 Penalty: 1630.836670
	Iteration 0F: 2 clusters Score -2522166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2506738.750000 Penalty: 3261.673340
	Iteration 0F: 3 clusters Score -2506739 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2512598.000000 Penalty: 3261.673340
	Iteration 1F: 3 clusters Score -2512598 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2513089.750000 Penalty: 3261.673340
	Iteration 2F: 3 clusters Score -2513090 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2513696.000000 Penalty: 3261.673340
	Iteration 3F: 3 clusters Score -2513696 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2514526.750000 Penalty: 3261.673340
	Iteration 4F: 3 clusters Score -2514527 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2515722.250000 Penalty: 3261.673340
	Iteration 5F: 3 clusters Score -2515722 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2517131.750000 Penalty: 3261.673340
	Iteration 6F: 3 clusters Score -2517132 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2518381.500000 Penalty: 3261.673340
	Iteration 7F: 3 clusters Score -2518382 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2519274.250000 Penalty: 3261.673340
	Iteration 8Q: 3 clusters Score -2519274 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2519760.750000 Penalty: 3261.673340
	Iteration 9Q: 3 clusters Score -2519761 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2520001.750000 Penalty: 3261.673340
	Iteration 10Q: 3 clusters Score -2520002 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2520158.750000 Penalty: 3261.673340
	Iteration 11Q: 3 clusters Score -2520159 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2520287.500000 Penalty: 3261.673340
	Iteration 12Q: 3 clusters Score -2520288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2520391.000000 Penalty: 3261.673340
	Iteration 13Q: 3 clusters Score -2520391 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2520479.750000 Penalty: 3261.673340
	Iteration 14Q: 3 clusters Score -2520480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2520522.000000 Penalty: 3261.673340
	Iteration 15Q: 3 clusters Score -2520522 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2520568.500000 Penalty: 3261.673340
	Iteration 16Q: 3 clusters Score -2520568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2520610.250000 Penalty: 3261.673340
	Iteration 17Q: 3 clusters Score -2520610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2520648.500000 Penalty: 3261.673340
	Iteration 18Q: 3 clusters Score -2520648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2520676.500000 Penalty: 3261.673340
	Iteration 19Q: 3 clusters Score -2520676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2520708.000000 Penalty: 3261.673340
	Iteration 20F: 3 clusters Score -2520708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2520725.500000 Penalty: 3261.673340
	Iteration 21Q: 3 clusters Score -2520726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2520749.250000 Penalty: 3261.673340
	Iteration 22Q: 3 clusters Score -2520749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2520765.000000 Penalty: 3261.673340
	Iteration 23Q: 3 clusters Score -2520765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2520778.750000 Penalty: 3261.673340
	Iteration 24Q: 3 clusters Score -2520779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2520796.750000 Penalty: 3261.673340
	Iteration 25Q: 3 clusters Score -2520797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2520800.000000 Penalty: 3261.673340
	Iteration 26Q: 3 clusters Score -2520800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2520802.000000 Penalty: 3261.673340
	Iteration 27Q: 3 clusters Score -2520802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2520804.500000 Penalty: 3261.673340
	Iteration 28Q: 3 clusters Score -2520804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2520804.250000 Penalty: 3261.673340
	Iteration 29Q: 3 clusters Score -2520804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2520812.000000 Penalty: 3261.673340
	Iteration 30Q: 3 clusters Score -2520812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2520813.250000 Penalty: 3261.673340
	Iteration 31Q: 3 clusters Score -2520813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2520813.000000 Penalty: 3261.673340
	Iteration 32Q: 3 clusters Score -2520813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2520817.000000 Penalty: 3261.673340
	Iteration 33Q: 3 clusters Score -2520817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2520817.750000 Penalty: 3261.673340
	Iteration 34Q: 3 clusters Score -2520818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2520817.000000 Penalty: 3261.673340
	Iteration 35Q: 3 clusters Score -2520817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2520814.000000 Penalty: 3261.673340
	Iteration 36Q: 3 clusters Score -2520814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2520816.750000 Penalty: 3261.673340
	Iteration 37Q: 3 clusters Score -2520817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2520816.250000 Penalty: 3261.673340
	Iteration 38Q: 3 clusters Score -2520816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2520816.250000 Penalty: 3261.673340
	Iteration 39F: 3 clusters Score -2520816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -135248.578125 Penalty: 1157.072144
	Iteration 0F: 2 clusters Score -135248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133637.531250 Penalty: 2314.144287
	Iteration 0F: 3 clusters Score -133637.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133917.328125 Penalty: 2314.144287
	Iteration 1F: 3 clusters Score -133917.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134009.031250 Penalty: 2314.144287
	Iteration 2F: 3 clusters Score -134009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134064.562500 Penalty: 2314.144287
	Iteration 3F: 3 clusters Score -134064.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134094.640625 Penalty: 2314.144287
	Iteration 4Q: 3 clusters Score -134094.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -134115.796875 Penalty: 2314.144287
	Iteration 5Q: 3 clusters Score -134115.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134134.031250 Penalty: 2314.144287
	Iteration 6Q: 3 clusters Score -134134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134155.687500 Penalty: 2314.144287
	Iteration 7Q: 3 clusters Score -134155.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134170.671875 Penalty: 2314.144287
	Iteration 8Q: 3 clusters Score -134170.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134189.625000 Penalty: 2314.144287
	Iteration 9Q: 3 clusters Score -134189.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134200.625000 Penalty: 2314.144287
	Iteration 10Q: 3 clusters Score -134200.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134211.578125 Penalty: 2314.144287
	Iteration 11Q: 3 clusters Score -134211.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134223.125000 Penalty: 2314.144287
	Iteration 12Q: 3 clusters Score -134223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134228.515625 Penalty: 2314.144287
	Iteration 13Q: 3 clusters Score -134228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134233.046875 Penalty: 2314.144287
	Iteration 14Q: 3 clusters Score -134233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134238.796875 Penalty: 2314.144287
	Iteration 15Q: 3 clusters Score -134238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134245.781250 Penalty: 2314.144287
	Iteration 16Q: 3 clusters Score -134245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134252.734375 Penalty: 2314.144287
	Iteration 17Q: 3 clusters Score -134252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134260.046875 Penalty: 2314.144287
	Iteration 18Q: 3 clusters Score -134260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134265.031250 Penalty: 2314.144287
	Iteration 19Q: 3 clusters Score -134265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134270.031250 Penalty: 2314.144287
	Iteration 20F: 3 clusters Score -134270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134280.078125 Penalty: 2314.144287
	Iteration 21Q: 3 clusters Score -134280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134287.406250 Penalty: 2314.144287
	Iteration 22Q: 3 clusters Score -134287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -134291.875000 Penalty: 2314.144287
	Iteration 23Q: 3 clusters Score -134291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134299.156250 Penalty: 2314.144287
	Iteration 24Q: 3 clusters Score -134299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134303.093750 Penalty: 2314.144287
	Iteration 25Q: 3 clusters Score -134303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134304.359375 Penalty: 2314.144287
	Iteration 26Q: 3 clusters Score -134304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134304.890625 Penalty: 2314.144287
	Iteration 27Q: 3 clusters Score -134304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134304.890625 Penalty: 2314.144287
	Iteration 28F: 3 clusters Score -134304.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Entering Unmasked Estep 
Score: -4622379.500000 Penalty: 1730.125122
	Iteration 0F: 2 clusters Score -4622380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4594333.000000 Penalty: 3460.250244
	Iteration 0F: 3 clusters Score -4594333 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4605131.500000 Penalty: 3460.250244
	Iteration 1F: 3 clusters Score -4605132 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4605554.000000 Penalty: 3460.250244
	Iteration 2Q: 3 clusters Score -4605554 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4605920.500000 Penalty: 3460.250244
	Iteration 3Q: 3 clusters Score -4605920 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4606374.500000 Penalty: 3460.250244
	Iteration 4Q: 3 clusters Score -4606374 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4606953.500000 Penalty: 3460.250244
	Iteration 5Q: 3 clusters Score -4606954 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4607703.000000 Penalty: 3460.250244
	Iteration 6Q: 3 clusters Score -4607703 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4608820.500000 Penalty: 3460.250244
	Iteration 7Q: 3 clusters Score -4608820 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4610574.000000 Penalty: 3460.250244
	Iteration 8F: 3 clusters Score -4610574 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4612869.000000 Penalty: 3460.250244
	Iteration 9F: 3 clusters Score -4612869 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4614958.500000 Penalty: 3460.250244
	Iteration 10F: 3 clusters Score -4614958 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4616237.000000 Penalty: 3460.250244
	Iteration 11F: 3 clusters Score -4616237 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4616798.000000 Penalty: 3460.250244
	Iteration 12Q: 3 clusters Score -4616798 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4617138.500000 Penalty: 3460.250244
	Iteration 13Q: 3 clusters Score -4617138 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4617443.500000 Penalty: 3460.250244
	Iteration 14Q: 3 clusters Score -4617444 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4617732.000000 Penalty: 3460.250244
	Iteration 15Q: 3 clusters Score -4617732 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4618012.500000 Penalty: 3460.250244
	Iteration 16Q: 3 clusters Score -4618012 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4618284.500000 Penalty: 3460.250244
	Iteration 17Q: 3 clusters Score -4618284 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -4618501.500000 Penalty: 3460.250244
	Iteration 18Q: 3 clusters Score -4618502 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4618697.500000 Penalty: 3460.250244
	Iteration 19Q: 3 clusters Score -4618698 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4618848.000000 Penalty: 3460.250244
	Iteration 20F: 3 clusters Score -4618848 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4619043.500000 Penalty: 3460.250244
	Iteration 21Q: 3 clusters Score -4619044 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4619207.500000 Penalty: 3460.250244
	Iteration 22Q: 3 clusters Score -4619208 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4619346.500000 Penalty: 3460.250244
	Iteration 23Q: 3 clusters Score -4619346 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4619466.500000 Penalty: 3460.250244
	Iteration 24Q: 3 clusters Score -4619466 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -4619571.000000 Penalty: 3460.250244
	Iteration 25Q: 3 clusters Score -4619571 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4619658.000000 Penalty: 3460.250244
	Iteration 26Q: 3 clusters Score -4619658 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4619768.000000 Penalty: 3460.250244
	Iteration 27Q: 3 clusters Score -4619768 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4619835.500000 Penalty: 3460.250244
	Iteration 28Q: 3 clusters Score -4619836 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4619913.000000 Penalty: 3460.250244
	Iteration 29Q: 3 clusters Score -4619913 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4619961.000000 Penalty: 3460.250244
	Iteration 30Q: 3 clusters Score -4619961 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4620031.500000 Penalty: 3460.250244
	Iteration 31Q: 3 clusters Score -4620032 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4620084.500000 Penalty: 3460.250244
	Iteration 32Q: 3 clusters Score -4620084 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4620105.500000 Penalty: 3460.250244
	Iteration 33Q: 3 clusters Score -4620106 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4620144.000000 Penalty: 3460.250244
	Iteration 34Q: 3 clusters Score -4620144 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4620170.000000 Penalty: 3460.250244
	Iteration 35Q: 3 clusters Score -4620170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4620192.500000 Penalty: 3460.250244
	Iteration 36Q: 3 clusters Score -4620192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4620221.500000 Penalty: 3460.250244
	Iteration 37Q: 3 clusters Score -4620222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4620241.500000 Penalty: 3460.250244
	Iteration 38Q: 3 clusters Score -4620242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4620264.000000 Penalty: 3460.250244
	Iteration 39Q: 3 clusters Score -4620264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4620274.500000 Penalty: 3460.250244
	Iteration 40F: 3 clusters Score -4620274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4620300.000000 Penalty: 3460.250244
	Iteration 41Q: 3 clusters Score -4620300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4620312.500000 Penalty: 3460.250244
	Iteration 42Q: 3 clusters Score -4620312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4620336.000000 Penalty: 3460.250244
	Iteration 43Q: 3 clusters Score -4620336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4620330.000000 Penalty: 3460.250244
	Iteration 44Q: 3 clusters Score -4620330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4620348.000000 Penalty: 3460.250244
	Iteration 45Q: 3 clusters Score -4620348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4620363.500000 Penalty: 3460.250244
	Iteration 46Q: 3 clusters Score -4620364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4620383.500000 Penalty: 3460.250244
	Iteration 47Q: 3 clusters Score -4620384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4620393.500000 Penalty: 3460.250244
	Iteration 48Q: 3 clusters Score -4620394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4620412.500000 Penalty: 3460.250244
	Iteration 49Q: 3 clusters Score -4620412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4620420.500000 Penalty: 3460.250244
	Iteration 50Q: 3 clusters Score -4620420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4620426.000000 Penalty: 3460.250244
	Iteration 51Q: 3 clusters Score -4620426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4620432.000000 Penalty: 3460.250244
	Iteration 52Q: 3 clusters Score -4620432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4620434.500000 Penalty: 3460.250244
	Iteration 53Q: 3 clusters Score -4620434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4620442.000000 Penalty: 3460.250244
	Iteration 54Q: 3 clusters Score -4620442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4620453.500000 Penalty: 3460.250244
	Iteration 55Q: 3 clusters Score -4620454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4620465.000000 Penalty: 3460.250244
	Iteration 56Q: 3 clusters Score -4620465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4620483.000000 Penalty: 3460.250244
	Iteration 57Q: 3 clusters Score -4620483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4620500.500000 Penalty: 3460.250244
	Iteration 58Q: 3 clusters Score -4620500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4620533.000000 Penalty: 3460.250244
	Iteration 59Q: 3 clusters Score -4620533 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4620541.000000 Penalty: 3460.250244
	Iteration 60F: 3 clusters Score -4620541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4620565.500000 Penalty: 3460.250244
	Iteration 61Q: 3 clusters Score -4620566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4620576.500000 Penalty: 3460.250244
	Iteration 62Q: 3 clusters Score -4620576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4620593.000000 Penalty: 3460.250244
	Iteration 63Q: 3 clusters Score -4620593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4620608.500000 Penalty: 3460.250244
	Iteration 64Q: 3 clusters Score -4620608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4620621.500000 Penalty: 3460.250244
	Iteration 65Q: 3 clusters Score -4620622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4620649.000000 Penalty: 3460.250244
	Iteration 66Q: 3 clusters Score -4620649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4620655.000000 Penalty: 3460.250244
	Iteration 67Q: 3 clusters Score -4620655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4620671.000000 Penalty: 3460.250244
	Iteration 68Q: 3 clusters Score -4620671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4620672.500000 Penalty: 3460.250244
	Iteration 69Q: 3 clusters Score -4620672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4620670.000000 Penalty: 3460.250244
	Iteration 70Q: 3 clusters Score -4620670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4620668.500000 Penalty: 3460.250244
	Iteration 71Q: 3 clusters Score -4620668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4620671.500000 Penalty: 3460.250244
	Iteration 72Q: 3 clusters Score -4620672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4620680.000000 Penalty: 3460.250244
	Iteration 73Q: 3 clusters Score -4620680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4620692.500000 Penalty: 3460.250244
	Iteration 74Q: 3 clusters Score -4620692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4620696.000000 Penalty: 3460.250244
	Iteration 75Q: 3 clusters Score -4620696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4620696.500000 Penalty: 3460.250244
	Iteration 76Q: 3 clusters Score -4620696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4620698.500000 Penalty: 3460.250244
	Iteration 77Q: 3 clusters Score -4620698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4620699.000000 Penalty: 3460.250244
	Iteration 78Q: 3 clusters Score -4620699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4620696.000000 Penalty: 3460.250244
	Iteration 79Q: 3 clusters Score -4620696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4620707.500000 Penalty: 3460.250244
	Iteration 80F: 3 clusters Score -4620708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4620721.000000 Penalty: 3460.250244
	Iteration 81Q: 3 clusters Score -4620721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4620730.500000 Penalty: 3460.250244
	Iteration 82Q: 3 clusters Score -4620730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4620725.000000 Penalty: 3460.250244
	Iteration 83Q: 3 clusters Score -4620725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4620729.500000 Penalty: 3460.250244
	Iteration 84Q: 3 clusters Score -4620730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4620740.500000 Penalty: 3460.250244
	Iteration 85Q: 3 clusters Score -4620740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4620735.500000 Penalty: 3460.250244
	Iteration 86Q: 3 clusters Score -4620736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4620739.500000 Penalty: 3460.250244
	Iteration 87Q: 3 clusters Score -4620740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4620737.000000 Penalty: 3460.250244
	Iteration 88Q: 3 clusters Score -4620737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4620746.500000 Penalty: 3460.250244
	Iteration 89Q: 3 clusters Score -4620746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4620746.000000 Penalty: 3460.250244
	Iteration 90Q: 3 clusters Score -4620746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4620752.000000 Penalty: 3460.250244
	Iteration 91Q: 3 clusters Score -4620752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4620758.000000 Penalty: 3460.250244
	Iteration 92Q: 3 clusters Score -4620758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4620760.500000 Penalty: 3460.250244
	Iteration 93Q: 3 clusters Score -4620760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4620767.500000 Penalty: 3460.250244
	Iteration 94Q: 3 clusters Score -4620768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4620770.000000 Penalty: 3460.250244
	Iteration 95Q: 3 clusters Score -4620770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4620772.000000 Penalty: 3460.250244
	Iteration 96Q: 3 clusters Score -4620772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4620769.000000 Penalty: 3460.250244
	Iteration 97Q: 3 clusters Score -4620769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4620773.500000 Penalty: 3460.250244
	Iteration 98Q: 3 clusters Score -4620774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4620777.000000 Penalty: 3460.250244
	Iteration 99Q: 3 clusters Score -4620777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4620778.500000 Penalty: 3460.250244
	Iteration 100F: 3 clusters Score -4620778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4620779.500000 Penalty: 3460.250244
	Iteration 101Q: 3 clusters Score -4620780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4620783.500000 Penalty: 3460.250244
	Iteration 102Q: 3 clusters Score -4620784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4620782.500000 Penalty: 3460.250244
	Iteration 103Q: 3 clusters Score -4620782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4620783.000000 Penalty: 3460.250244
	Iteration 104Q: 3 clusters Score -4620783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4620790.000000 Penalty: 3460.250244
	Iteration 105Q: 3 clusters Score -4620790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4620795.500000 Penalty: 3460.250244
	Iteration 106Q: 3 clusters Score -4620796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4620792.000000 Penalty: 3460.250244
	Iteration 107Q: 3 clusters Score -4620792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4620797.500000 Penalty: 3460.250244
	Iteration 108Q: 3 clusters Score -4620798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4620798.000000 Penalty: 3460.250244
	Iteration 109Q: 3 clusters Score -4620798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4620804.000000 Penalty: 3460.250244
	Iteration 110Q: 3 clusters Score -4620804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4620807.000000 Penalty: 3460.250244
	Iteration 111Q: 3 clusters Score -4620807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4620805.500000 Penalty: 3460.250244
	Iteration 112Q: 3 clusters Score -4620806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4620803.500000 Penalty: 3460.250244
	Iteration 113Q: 3 clusters Score -4620804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4620802.500000 Penalty: 3460.250244
	Iteration 114Q: 3 clusters Score -4620802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4620798.500000 Penalty: 3460.250244
	Iteration 115Q: 3 clusters Score -4620798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4620802.500000 Penalty: 3460.250244
	Iteration 116Q: 3 clusters Score -4620802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4620804.500000 Penalty: 3460.250244
	Iteration 117Q: 3 clusters Score -4620804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4620802.000000 Penalty: 3460.250244
	Iteration 118Q: 3 clusters Score -4620802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4620805.000000 Penalty: 3460.250244
	Iteration 119Q: 3 clusters Score -4620805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4620802.000000 Penalty: 3460.250244
	Iteration 120F: 3 clusters Score -4620802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4620802.000000 Penalty: 3460.250244
	Iteration 121Q: 3 clusters Score -4620802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4620803.000000 Penalty: 3460.250244
	Iteration 122Q: 3 clusters Score -4620803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4620800.500000 Penalty: 3460.250244
	Iteration 123Q: 3 clusters Score -4620800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4620800.500000 Penalty: 3460.250244
	Iteration 124F: 3 clusters Score -4620800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125680 members 
Mstep: Class 5 contains 32174 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234518 members 
Mstep: Class 9 contains 46053 members 
Mstep: Class 11 contains 158911 members 
Mstep: Class 12 contains 43939 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122126 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 22832 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 42063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850024.000000 Penalty: 44658.785156
Iteration 79Q: 21 clusters Score -9.885002e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125665 members 
Mstep: Class 5 contains 32185 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234543 members 
Mstep: Class 9 contains 46037 members 
Mstep: Class 11 contains 158911 members 
Mstep: Class 12 contains 43758 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122128 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 22835 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 42070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850008.000000 Penalty: 44658.785156
Iteration 80F: 21 clusters Score -9.885001e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125650 members 
Mstep: Class 5 contains 32191 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234559 members 
Mstep: Class 9 contains 46024 members 
Mstep: Class 11 contains 158913 members 
Mstep: Class 12 contains 43578 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122136 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4726 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 42081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850112.000000 Penalty: 44658.785156
Iteration 81Q: 21 clusters Score -9.885011e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 8707 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125644 members 
Mstep: Class 5 contains 32198 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234574 members 
Mstep: Class 9 contains 46017 members 
Mstep: Class 11 contains 158901 members 
Mstep: Class 12 contains 43382 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 122144 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 22837 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 42088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850216.000000 Penalty: 44658.785156
Iteration 82Q: 21 clusters Score -9.885022e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 8877 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125635 members 
Mstep: Class 5 contains 32202 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 234595 members 
Mstep: Class 9 contains 46010 members 
Mstep: Class 11 contains 158893 members 
Mstep: Class 12 contains 43176 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 122148 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 22839 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 42090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850352.000000 Penalty: 44658.785156
Iteration 83Q: 21 clusters Score -9.885035e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125621 members 
Mstep: Class 5 contains 32208 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234614 members 
Mstep: Class 9 contains 46003 members 
Mstep: Class 11 contains 158894 members 
Mstep: Class 12 contains 42953 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 122147 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 22846 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 42093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850552.000000 Penalty: 44658.785156
Iteration 84Q: 21 clusters Score -9.885055e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125611 members 
Mstep: Class 5 contains 32224 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234625 members 
Mstep: Class 9 contains 45993 members 
Mstep: Class 11 contains 158895 members 
Mstep: Class 12 contains 42732 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122153 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 22854 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 42090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850584.000000 Penalty: 44658.785156
Iteration 85Q: 21 clusters Score -9.885058e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125616 members 
Mstep: Class 5 contains 32235 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234659 members 
Mstep: Class 9 contains 45978 members 
Mstep: Class 11 contains 158880 members 
Mstep: Class 12 contains 42502 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122153 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 22861 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850904.000000 Penalty: 44658.785156
Iteration 86Q: 21 clusters Score -9.88509e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125607 members 
Mstep: Class 5 contains 32240 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234687 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 11 contains 158870 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122154 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4722 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851112.000000 Penalty: 44658.785156
Iteration 87Q: 21 clusters Score -9.885111e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 9819 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125595 members 
Mstep: Class 5 contains 32246 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234695 members 
Mstep: Class 9 contains 45958 members 
Mstep: Class 11 contains 158856 members 
Mstep: Class 12 contains 42036 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122152 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 22861 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851272.000000 Penalty: 44658.785156
Iteration 88Q: 21 clusters Score -9.885127e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 125594 members 
Mstep: Class 5 contains 32253 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234687 members 
Mstep: Class 9 contains 45950 members 
Mstep: Class 11 contains 158854 members 
Mstep: Class 12 contains 41743 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122163 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 22871 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851400.000000 Penalty: 44658.785156
Iteration 89Q: 21 clusters Score -9.88514e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 10269 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125598 members 
Mstep: Class 5 contains 32263 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234704 members 
Mstep: Class 9 contains 45938 members 
Mstep: Class 11 contains 158835 members 
Mstep: Class 12 contains 41461 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122170 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851544.000000 Penalty: 44658.785156
Iteration 90Q: 21 clusters Score -9.885154e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125596 members 
Mstep: Class 5 contains 32272 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234744 members 
Mstep: Class 9 contains 45920 members 
Mstep: Class 11 contains 158823 members 
Mstep: Class 12 contains 41175 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122173 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851464.000000 Penalty: 44658.785156
Iteration 91Q: 21 clusters Score -9.885146e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125605 members 
Mstep: Class 5 contains 32273 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234787 members 
Mstep: Class 9 contains 45898 members 
Mstep: Class 11 contains 158813 members 
Mstep: Class 12 contains 40869 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122176 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4716 members 
Mstep: Class 18 contains 2968 members 
Mstep: Class 19 contains 22891 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851408.000000 Penalty: 44658.785156
Iteration 92Q: 21 clusters Score -9.885141e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125599 members 
Mstep: Class 5 contains 32285 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 234822 members 
Mstep: Class 9 contains 45880 members 
Mstep: Class 11 contains 158797 members 
Mstep: Class 12 contains 40550 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 122182 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 22896 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851472.000000 Penalty: 44658.785156
Iteration 93Q: 21 clusters Score -9.885147e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125601 members 
Mstep: Class 5 contains 32290 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234845 members 
Mstep: Class 9 contains 45869 members 
Mstep: Class 11 contains 158783 members 
Mstep: Class 12 contains 40201 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 122187 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 22906 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851464.000000 Penalty: 44658.785156
Iteration 94Q: 21 clusters Score -9.885146e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125591 members 
Mstep: Class 5 contains 32288 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234874 members 
Mstep: Class 9 contains 45855 members 
Mstep: Class 11 contains 158769 members 
Mstep: Class 12 contains 39837 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 122198 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851592.000000 Penalty: 44658.785156
Iteration 95Q: 21 clusters Score -9.885159e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 11831 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125579 members 
Mstep: Class 5 contains 32294 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 234909 members 
Mstep: Class 9 contains 45840 members 
Mstep: Class 11 contains 158752 members 
Mstep: Class 12 contains 39424 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 122213 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4709 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 22928 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 42167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851536.000000 Penalty: 44658.785156
Iteration 96Q: 21 clusters Score -9.885154e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125557 members 
Mstep: Class 5 contains 32305 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 234957 members 
Mstep: Class 9 contains 45822 members 
Mstep: Class 11 contains 158738 members 
Mstep: Class 12 contains 38981 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122219 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 4715 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 22932 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851712.000000 Penalty: 44658.785156
Iteration 97Q: 21 clusters Score -9.885171e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125545 members 
Mstep: Class 5 contains 32307 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 234951 members 
Mstep: Class 9 contains 45807 members 
Mstep: Class 11 contains 158725 members 
Mstep: Class 12 contains 38494 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 122222 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 22947 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851880.000000 Penalty: 44658.785156
Iteration 98Q: 21 clusters Score -9.885188e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125535 members 
Mstep: Class 5 contains 32321 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 234948 members 
Mstep: Class 9 contains 45794 members 
Mstep: Class 11 contains 158722 members 
Mstep: Class 12 contains 37995 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 122228 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851952.000000 Penalty: 44658.785156
Iteration 99Q: 21 clusters Score -9.885195e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125526 members 
Mstep: Class 5 contains 32324 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 234950 members 
Mstep: Class 9 contains 45774 members 
Mstep: Class 11 contains 158739 members 
Mstep: Class 12 contains 37460 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 122238 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 2992 members 
Mstep: Class 19 contains 22962 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852088.000000 Penalty: 44658.785156
Iteration 100F: 21 clusters Score -9.885209e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125522 members 
Mstep: Class 5 contains 32341 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 234962 members 
Mstep: Class 9 contains 45761 members 
Mstep: Class 11 contains 158754 members 
Mstep: Class 12 contains 36891 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 122249 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 4726 members 
Mstep: Class 18 contains 2994 members 
Mstep: Class 19 contains 22969 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852224.000000 Penalty: 44658.785156
Iteration 101Q: 21 clusters Score -9.885222e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 14531 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125519 members 
Mstep: Class 5 contains 32356 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235001 members 
Mstep: Class 9 contains 45745 members 
Mstep: Class 11 contains 158736 members 
Mstep: Class 12 contains 36324 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 122265 members 
Mstep: Class 16 contains 448 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 22981 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852248.000000 Penalty: 44658.785156
Iteration 102Q: 21 clusters Score -9.885225e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 15091 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 125519 members 
Mstep: Class 5 contains 32362 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235021 members 
Mstep: Class 9 contains 45730 members 
Mstep: Class 11 contains 158715 members 
Mstep: Class 12 contains 35727 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 122287 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 19 contains 22985 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852424.000000 Penalty: 44658.785156
Iteration 103Q: 21 clusters Score -9.885242e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 15664 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 125518 members 
Mstep: Class 5 contains 32372 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235028 members 
Mstep: Class 9 contains 45708 members 
Mstep: Class 11 contains 158695 members 
Mstep: Class 12 contains 35119 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 122302 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 4727 members 
Mstep: Class 18 contains 2998 members 
Mstep: Class 19 contains 22992 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 42195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852720.000000 Penalty: 44658.785156
Iteration 104Q: 21 clusters Score -9.885272e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 16298 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 125527 members 
Mstep: Class 5 contains 32378 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235020 members 
Mstep: Class 9 contains 45688 members 
Mstep: Class 11 contains 158686 members 
Mstep: Class 12 contains 34446 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 122320 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 4722 members 
Mstep: Class 18 contains 2999 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 42207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853008.000000 Penalty: 44658.785156
Iteration 105Q: 21 clusters Score -9.885301e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 16921 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 125530 members 
Mstep: Class 5 contains 32385 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235028 members 
Mstep: Class 9 contains 45659 members 
Mstep: Class 11 contains 158663 members 
Mstep: Class 12 contains 33810 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 122324 members 
Mstep: Class 16 contains 453 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 3001 members 
Mstep: Class 19 contains 23036 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 42216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853224.000000 Penalty: 44658.785156
Iteration 106Q: 21 clusters Score -9.885322e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 17552 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 125538 members 
Mstep: Class 5 contains 32397 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235024 members 
Mstep: Class 9 contains 45638 members 
Mstep: Class 11 contains 158650 members 
Mstep: Class 12 contains 33139 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 122337 members 
Mstep: Class 16 contains 455 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 3003 members 
Mstep: Class 19 contains 23055 members 
Mstep: Class 20 contains 1244 members 
Mstep: Class 21 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853272.000000 Penalty: 44658.785156
Iteration 107Q: 21 clusters Score -9.885327e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 18214 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 125534 members 
Mstep: Class 5 contains 32410 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235020 members 
Mstep: Class 9 contains 45613 members 
Mstep: Class 11 contains 158654 members 
Mstep: Class 12 contains 32466 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 122350 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 4722 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 23057 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853376.000000 Penalty: 44658.785156
Iteration 108Q: 21 clusters Score -9.885338e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 18864 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 125536 members 
Mstep: Class 5 contains 32425 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235001 members 
Mstep: Class 9 contains 45589 members 
Mstep: Class 11 contains 158642 members 
Mstep: Class 12 contains 31821 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 122361 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 23064 members 
Mstep: Class 20 contains 1244 members 
Mstep: Class 21 contains 42237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853784.000000 Penalty: 44658.785156
Iteration 109Q: 21 clusters Score -9.885378e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 19503 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 125531 members 
Mstep: Class 5 contains 32440 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 234993 members 
Mstep: Class 9 contains 45553 members 
Mstep: Class 11 contains 158645 members 
Mstep: Class 12 contains 31192 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 122368 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 4715 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 23068 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 42246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854152.000000 Penalty: 44658.785156
Iteration 110Q: 21 clusters Score -9.885415e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 20116 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 125521 members 
Mstep: Class 5 contains 32460 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 235007 members 
Mstep: Class 9 contains 45511 members 
Mstep: Class 11 contains 158653 members 
Mstep: Class 12 contains 30572 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 122382 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 3010 members 
Mstep: Class 19 contains 23080 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 42248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854256.000000 Penalty: 44658.785156
Iteration 111Q: 21 clusters Score -9.885426e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 20702 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 125523 members 
Mstep: Class 5 contains 32476 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 234980 members 
Mstep: Class 9 contains 45476 members 
Mstep: Class 11 contains 158645 members 
Mstep: Class 12 contains 30013 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 122389 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 23108 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 42245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854496.000000 Penalty: 44658.785156
Iteration 112Q: 21 clusters Score -9.88545e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 21263 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 125539 members 
Mstep: Class 5 contains 32478 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 234975 members 
Mstep: Class 9 contains 45437 members 
Mstep: Class 11 contains 158624 members 
Mstep: Class 12 contains 29481 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 122395 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 1244 members 
Mstep: Class 21 contains 42237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854512.000000 Penalty: 44658.785156
Iteration 113Q: 21 clusters Score -9.885451e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 21797 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 125556 members 
Mstep: Class 5 contains 32485 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 234965 members 
Mstep: Class 9 contains 45391 members 
Mstep: Class 11 contains 158603 members 
Mstep: Class 12 contains 28980 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 122400 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 23135 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 42233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854832.000000 Penalty: 44658.785156
Iteration 114Q: 21 clusters Score -9.885483e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 22279 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125576 members 
Mstep: Class 5 contains 32489 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 234961 members 
Mstep: Class 9 contains 45354 members 
Mstep: Class 11 contains 158575 members 
Mstep: Class 12 contains 28522 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 122412 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 3031 members 
Mstep: Class 19 contains 23135 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 42230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855008.000000 Penalty: 44658.785156
Iteration 115Q: 21 clusters Score -9.885501e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 22737 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125584 members 
Mstep: Class 5 contains 32501 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 234958 members 
Mstep: Class 9 contains 45321 members 
Mstep: Class 11 contains 158565 members 
Mstep: Class 12 contains 28073 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 122431 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 4716 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 23132 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 42221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855184.000000 Penalty: 44658.785156
Iteration 116Q: 21 clusters Score -9.885518e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125591 members 
Mstep: Class 5 contains 32502 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 234970 members 
Mstep: Class 9 contains 45282 members 
Mstep: Class 11 contains 158574 members 
Mstep: Class 12 contains 27670 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122444 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 23137 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 42211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855296.000000 Penalty: 44658.785156
Iteration 117Q: 21 clusters Score -9.88553e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 23517 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125592 members 
Mstep: Class 5 contains 32506 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 234975 members 
Mstep: Class 9 contains 45241 members 
Mstep: Class 11 contains 158566 members 
Mstep: Class 12 contains 27299 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122462 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 3045 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 42205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855496.000000 Penalty: 44658.785156
Iteration 118Q: 21 clusters Score -9.88555e+07 nChanged 864
Entering ConstructFrom: 
Score: -98855496.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (69249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Entering Unmasked Estep 
Score: -7587646.500000 Penalty: 1811.137939
	Iteration 0F: 2 clusters Score -7587646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7541525.500000 Penalty: 3622.275879
	Iteration 0F: 3 clusters Score -7541526 nChanged 32655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7560399.000000 Penalty: 3622.275879
	Iteration 1F: 3 clusters Score -7560399 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -7561145.000000 Penalty: 3622.275879
	Iteration 2Q: 3 clusters Score -7561145 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -7562164.500000 Penalty: 3622.275879
	Iteration 3Q: 3 clusters Score -7562164 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -7563553.000000 Penalty: 3622.275879
	Iteration 4Q: 3 clusters Score -7563553 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -7565660.000000 Penalty: 3622.275879
	Iteration 5F: 3 clusters Score -7565660 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -7568505.500000 Penalty: 3622.275879
	Iteration 6F: 3 clusters Score -7568506 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -7572022.500000 Penalty: 3622.275879
	Iteration 7F: 3 clusters Score -7572022 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -7575248.500000 Penalty: 3622.275879
	Iteration 8F: 3 clusters Score -7575248 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -7577353.000000 Penalty: 3622.275879
	Iteration 9F: 3 clusters Score -7577353 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -7578404.500000 Penalty: 3622.275879
	Iteration 10Q: 3 clusters Score -7578404 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -7579075.000000 Penalty: 3622.275879
	Iteration 11Q: 3 clusters Score -7579075 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7579642.500000 Penalty: 3622.275879
	Iteration 12Q: 3 clusters Score -7579642 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -7580231.500000 Penalty: 3622.275879
	Iteration 13Q: 3 clusters Score -7580232 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -7580711.000000 Penalty: 3622.275879
	Iteration 14Q: 3 clusters Score -7580711 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -7581198.000000 Penalty: 3622.275879
	Iteration 15Q: 3 clusters Score -7581198 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -7581689.500000 Penalty: 3622.275879
	Iteration 16Q: 3 clusters Score -7581690 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7582092.500000 Penalty: 3622.275879
	Iteration 17Q: 3 clusters Score -7582092 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -7582394.500000 Penalty: 3622.275879
	Iteration 18Q: 3 clusters Score -7582394 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -7582673.500000 Penalty: 3622.275879
	Iteration 19Q: 3 clusters Score -7582674 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -7582921.500000 Penalty: 3622.275879
	Iteration 20F: 3 clusters Score -7582922 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -7583168.000000 Penalty: 3622.275879
	Iteration 21Q: 3 clusters Score -7583168 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -7583371.500000 Penalty: 3622.275879
	Iteration 22Q: 3 clusters Score -7583372 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -7583597.000000 Penalty: 3622.275879
	Iteration 23Q: 3 clusters Score -7583597 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -7583812.000000 Penalty: 3622.275879
	Iteration 24Q: 3 clusters Score -7583812 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -7584008.500000 Penalty: 3622.275879
	Iteration 25Q: 3 clusters Score -7584008 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -7584169.500000 Penalty: 3622.275879
	Iteration 26Q: 3 clusters Score -7584170 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -7584299.500000 Penalty: 3622.275879
	Iteration 27Q: 3 clusters Score -7584300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -7584493.500000 Penalty: 3622.275879
	Iteration 28Q: 3 clusters Score -7584494 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -7584687.000000 Penalty: 3622.275879
	Iteration 29Q: 3 clusters Score -7584687 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -7584874.500000 Penalty: 3622.275879
	Iteration 30Q: 3 clusters Score -7584874 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -7585030.500000 Penalty: 3622.275879
	Iteration 31Q: 3 clusters Score -7585030 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7585178.500000 Penalty: 3622.275879
	Iteration 32Q: 3 clusters Score -7585178 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7585324.500000 Penalty: 3622.275879
	Iteration 33Q: 3 clusters Score -7585324 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -7585464.000000 Penalty: 3622.275879
	Iteration 34Q: 3 clusters Score -7585464 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7585514.500000 Penalty: 3622.275879
	Iteration 35Q: 3 clusters Score -7585514 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7585566.500000 Penalty: 3622.275879
	Iteration 36Q: 3 clusters Score -7585566 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7585628.500000 Penalty: 3622.275879
	Iteration 37Q: 3 clusters Score -7585628 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7585695.500000 Penalty: 3622.275879
	Iteration 38Q: 3 clusters Score -7585696 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7585742.000000 Penalty: 3622.275879
	Iteration 39Q: 3 clusters Score -7585742 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7585843.000000 Penalty: 3622.275879
	Iteration 40F: 3 clusters Score -7585843 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7585906.500000 Penalty: 3622.275879
	Iteration 41Q: 3 clusters Score -7585906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7585929.000000 Penalty: 3622.275879
	Iteration 42Q: 3 clusters Score -7585929 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7585945.000000 Penalty: 3622.275879
	Iteration 43Q: 3 clusters Score -7585945 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7585991.000000 Penalty: 3622.275879
	Iteration 44Q: 3 clusters Score -7585991 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7586050.500000 Penalty: 3622.275879
	Iteration 45Q: 3 clusters Score -7586050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7586077.000000 Penalty: 3622.275879
	Iteration 46Q: 3 clusters Score -7586077 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7586108.500000 Penalty: 3622.275879
	Iteration 47Q: 3 clusters Score -7586108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7586120.500000 Penalty: 3622.275879
	Iteration 48Q: 3 clusters Score -7586120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7586130.000000 Penalty: 3622.275879
	Iteration 49Q: 3 clusters Score -7586130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7586149.000000 Penalty: 3622.275879
	Iteration 50Q: 3 clusters Score -7586149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7586157.500000 Penalty: 3622.275879
	Iteration 51Q: 3 clusters Score -7586158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7586192.000000 Penalty: 3622.275879
	Iteration 52Q: 3 clusters Score -7586192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7586209.500000 Penalty: 3622.275879
	Iteration 53Q: 3 clusters Score -7586210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7586214.000000 Penalty: 3622.275879
	Iteration 54Q: 3 clusters Score -7586214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7586241.500000 Penalty: 3622.275879
	Iteration 55Q: 3 clusters Score -7586242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7586260.500000 Penalty: 3622.275879
	Iteration 56Q: 3 clusters Score -7586260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7586254.000000 Penalty: 3622.275879
	Iteration 57Q: 3 clusters Score -7586254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7586260.000000 Penalty: 3622.275879
	Iteration 58Q: 3 clusters Score -7586260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7586257.500000 Penalty: 3622.275879
	Iteration 59Q: 3 clusters Score -7586258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7586266.000000 Penalty: 3622.275879
	Iteration 60F: 3 clusters Score -7586266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7586262.500000 Penalty: 3622.275879
	Iteration 61Q: 3 clusters Score -7586262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7586267.000000 Penalty: 3622.275879
	Iteration 62Q: 3 clusters Score -7586267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7586280.000000 Penalty: 3622.275879
	Iteration 63Q: 3 clusters Score -7586280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7586298.500000 Penalty: 3622.275879
	Iteration 64Q: 3 clusters Score -7586298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7586289.500000 Penalty: 3622.275879
	Iteration 65Q: 3 clusters Score -7586290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7586301.000000 Penalty: 3622.275879
	Iteration 66Q: 3 clusters Score -7586301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7586297.500000 Penalty: 3622.275879
	Iteration 67Q: 3 clusters Score -7586298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7586308.000000 Penalty: 3622.275879
	Iteration 68Q: 3 clusters Score -7586308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7586315.000000 Penalty: 3622.275879
	Iteration 69Q: 3 clusters Score -7586315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7586321.000000 Penalty: 3622.275879
	Iteration 70Q: 3 clusters Score -7586321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7586328.000000 Penalty: 3622.275879
	Iteration 71Q: 3 clusters Score -7586328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7586332.500000 Penalty: 3622.275879
	Iteration 72Q: 3 clusters Score -7586332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7586330.500000 Penalty: 3622.275879
	Iteration 73Q: 3 clusters Score -7586330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7586339.000000 Penalty: 3622.275879
	Iteration 74Q: 3 clusters Score -7586339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7586329.000000 Penalty: 3622.275879
	Iteration 75Q: 3 clusters Score -7586329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7586328.500000 Penalty: 3622.275879
	Iteration 76Q: 3 clusters Score -7586328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7586337.500000 Penalty: 3622.275879
	Iteration 77Q: 3 clusters Score -7586338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7586340.000000 Penalty: 3622.275879
	Iteration 78Q: 3 clusters Score -7586340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7586336.500000 Penalty: 3622.275879
	Iteration 79Q: 3 clusters Score -7586336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7586332.500000 Penalty: 3622.275879
	Iteration 80F: 3 clusters Score -7586332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7586332.000000 Penalty: 3622.275879
	Iteration 81Q: 3 clusters Score -7586332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7586332.500000 Penalty: 3622.275879
	Iteration 82Q: 3 clusters Score -7586332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7586338.000000 Penalty: 3622.275879
	Iteration 83Q: 3 clusters Score -7586338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7586343.000000 Penalty: 3622.275879
	Iteration 84Q: 3 clusters Score -7586343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7586341.500000 Penalty: 3622.275879
	Iteration 85Q: 3 clusters Score -7586342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7586341.000000 Penalty: 3622.275879
	Iteration 86Q: 3 clusters Score -7586341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7586339.500000 Penalty: 3622.275879
	Iteration 87Q: 3 clusters Score -7586340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7586337.000000 Penalty: 3622.275879
	Iteration 88Q: 3 clusters Score -7586337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7586341.000000 Penalty: 3622.275879
	Iteration 89Q: 3 clusters Score -7586341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7586341.000000 Penalty: 3622.275879
	Iteration 90Q: 3 clusters Score -7586341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7586341.000000 Penalty: 3622.275879
	Iteration 91Q: 3 clusters Score -7586341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7586340.000000 Penalty: 3622.275879
	Iteration 92Q: 3 clusters Score -7586340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7586340.500000 Penalty: 3622.275879
	Iteration 93Q: 3 clusters Score -7586340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7586335.000000 Penalty: 3622.275879
	Iteration 94Q: 3 clusters Score -7586335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7586334.500000 Penalty: 3622.275879
	Iteration 95Q: 3 clusters Score -7586334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7586335.000000 Penalty: 3622.275879
	Iteration 96Q: 3 clusters Score -7586335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7586336.500000 Penalty: 3622.275879
	Iteration 97Q: 3 clusters Score -7586336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7586339.500000 Penalty: 3622.275879
	Iteration 98Q: 3 clusters Score -7586340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7586339.500000 Penalty: 3622.275879
	Iteration 99F: 3 clusters Score -7586340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Entering Unmasked Estep 
Score: -2639654.000000 Penalty: 1638.217896
	Iteration 0F: 2 clusters Score -2639654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2623315.250000 Penalty: 3276.435791
	Iteration 0F: 3 clusters Score -2623315 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2629602.750000 Penalty: 3276.435791
	Iteration 1F: 3 clusters Score -2629603 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2630029.000000 Penalty: 3276.435791
	Iteration 2Q: 3 clusters Score -2630029 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2630476.250000 Penalty: 3276.435791
	Iteration 3Q: 3 clusters Score -2630476 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2630967.000000 Penalty: 3276.435791
	Iteration 4Q: 3 clusters Score -2630967 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2631602.750000 Penalty: 3276.435791
	Iteration 5F: 3 clusters Score -2631603 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2632437.500000 Penalty: 3276.435791
	Iteration 6F: 3 clusters Score -2632438 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2633531.750000 Penalty: 3276.435791
	Iteration 7F: 3 clusters Score -2633532 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2634847.750000 Penalty: 3276.435791
	Iteration 8F: 3 clusters Score -2634848 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2636026.000000 Penalty: 3276.435791
	Iteration 9F: 3 clusters Score -2636026 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2636716.750000 Penalty: 3276.435791
	Iteration 10Q: 3 clusters Score -2636717 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2637029.250000 Penalty: 3276.435791
	Iteration 11Q: 3 clusters Score -2637029 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2637227.000000 Penalty: 3276.435791
	Iteration 12Q: 3 clusters Score -2637227 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2637393.500000 Penalty: 3276.435791
	Iteration 13Q: 3 clusters Score -2637394 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2637524.750000 Penalty: 3276.435791
	Iteration 14Q: 3 clusters Score -2637525 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2637644.750000 Penalty: 3276.435791
	Iteration 15Q: 3 clusters Score -2637645 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2637783.000000 Penalty: 3276.435791
	Iteration 16Q: 3 clusters Score -2637783 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2637875.250000 Penalty: 3276.435791
	Iteration 17Q: 3 clusters Score -2637875 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2637970.500000 Penalty: 3276.435791
	Iteration 18Q: 3 clusters Score -2637970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2638062.000000 Penalty: 3276.435791
	Iteration 19Q: 3 clusters Score -2638062 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2638134.250000 Penalty: 3276.435791
	Iteration 20F: 3 clusters Score -2638134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2638199.250000 Penalty: 3276.435791
	Iteration 21Q: 3 clusters Score -2638199 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2638264.750000 Penalty: 3276.435791
	Iteration 22Q: 3 clusters Score -2638265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2638325.750000 Penalty: 3276.435791
	Iteration 23Q: 3 clusters Score -2638326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2638373.500000 Penalty: 3276.435791
	Iteration 24Q: 3 clusters Score -2638374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2638430.750000 Penalty: 3276.435791
	Iteration 25Q: 3 clusters Score -2638431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2638461.000000 Penalty: 3276.435791
	Iteration 26Q: 3 clusters Score -2638461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2638482.750000 Penalty: 3276.435791
	Iteration 27Q: 3 clusters Score -2638483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2638488.750000 Penalty: 3276.435791
	Iteration 28Q: 3 clusters Score -2638489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2638501.500000 Penalty: 3276.435791
	Iteration 29Q: 3 clusters Score -2638502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2638511.000000 Penalty: 3276.435791
	Iteration 30Q: 3 clusters Score -2638511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2638517.250000 Penalty: 3276.435791
	Iteration 31Q: 3 clusters Score -2638517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2638517.750000 Penalty: 3276.435791
	Iteration 32Q: 3 clusters Score -2638518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2638524.750000 Penalty: 3276.435791
	Iteration 33Q: 3 clusters Score -2638525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2638531.500000 Penalty: 3276.435791
	Iteration 34Q: 3 clusters Score -2638532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2638537.000000 Penalty: 3276.435791
	Iteration 35Q: 3 clusters Score -2638537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2638542.250000 Penalty: 3276.435791
	Iteration 36Q: 3 clusters Score -2638542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2638544.750000 Penalty: 3276.435791
	Iteration 37Q: 3 clusters Score -2638545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2638546.250000 Penalty: 3276.435791
	Iteration 38Q: 3 clusters Score -2638546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2638545.500000 Penalty: 3276.435791
	Iteration 39Q: 3 clusters Score -2638546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2638549.500000 Penalty: 3276.435791
	Iteration 40F: 3 clusters Score -2638550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2638550.250000 Penalty: 3276.435791
	Iteration 41Q: 3 clusters Score -2638550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2638551.250000 Penalty: 3276.435791
	Iteration 42Q: 3 clusters Score -2638551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2638555.500000 Penalty: 3276.435791
	Iteration 43Q: 3 clusters Score -2638556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2638562.000000 Penalty: 3276.435791
	Iteration 44Q: 3 clusters Score -2638562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2638560.000000 Penalty: 3276.435791
	Iteration 45Q: 3 clusters Score -2638560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2638561.750000 Penalty: 3276.435791
	Iteration 46Q: 3 clusters Score -2638562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2638560.250000 Penalty: 3276.435791
	Iteration 47Q: 3 clusters Score -2638560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2638562.250000 Penalty: 3276.435791
	Iteration 48Q: 3 clusters Score -2638562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2638564.500000 Penalty: 3276.435791
	Iteration 49Q: 3 clusters Score -2638564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -2638566.000000 Penalty: 3276.435791
	Iteration 50Q: 3 clusters Score -2638566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2638571.000000 Penalty: 3276.435791
	Iteration 51Q: 3 clusters Score -2638571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2638572.250000 Penalty: 3276.435791
	Iteration 52Q: 3 clusters Score -2638572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2638575.000000 Penalty: 3276.435791
	Iteration 53Q: 3 clusters Score -2638575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2638579.750000 Penalty: 3276.435791
	Iteration 54Q: 3 clusters Score -2638580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2638583.500000 Penalty: 3276.435791
	Iteration 55Q: 3 clusters Score -2638584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2638587.750000 Penalty: 3276.435791
	Iteration 56Q: 3 clusters Score -2638588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2638586.000000 Penalty: 3276.435791
	Iteration 57Q: 3 clusters Score -2638586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2638586.000000 Penalty: 3276.435791
	Iteration 58Q: 3 clusters Score -2638586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2638586.000000 Penalty: 3276.435791
	Iteration 59F: 3 clusters Score -2638586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -329627.593750 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -329627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -326881.187500 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -326881.2 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -327781.031250 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -327781 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -328260.531250 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -328260.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -328602.250000 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -328602.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -328877.500000 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -328877.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -329090.781250 Penalty: 2608.399170
	Iteration 5F: 3 clusters Score -329090.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -329279.562500 Penalty: 2608.399170
	Iteration 6F: 3 clusters Score -329279.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -329404.343750 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -329404.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -329460.031250 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -329460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -329498.812500 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -329498.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -329537.000000 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -329537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -329568.000000 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -329568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -329587.000000 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -329587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -329596.250000 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -329596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -329606.000000 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -329606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -329612.656250 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -329612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -329621.031250 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -329621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -329633.250000 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -329633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -329643.250000 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -329643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -329648.250000 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -329648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -329651.593750 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -329651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -329653.906250 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -329653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -329653.906250 Penalty: 2608.399170
	Iteration 22F: 3 clusters Score -329653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 125581 members 
Mstep: Class 5 contains 32495 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 234991 members 
Mstep: Class 9 contains 45197 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 158541 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122474 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 23158 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42194 members 
Entering Unmasked Estep 
Score: -98854856.000000 Penalty: 46891.722656
Splitting cluster 3 changes total score from -98855496.000000 to -98854856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (125581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Entering Unmasked Estep 
Score: -13741810.000000 Penalty: 1907.864746
	Iteration 0F: 2 clusters Score -1.374181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -13657627.000000 Penalty: 3815.729492
	Iteration 0F: 3 clusters Score -1.365763e+07 nChanged 60445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -13693055.000000 Penalty: 3815.729492
	Iteration 1F: 3 clusters Score -1.369306e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -13694154.000000 Penalty: 3815.729492
	Iteration 2Q: 3 clusters Score -1.369415e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -13695691.000000 Penalty: 3815.729492
	Iteration 3Q: 3 clusters Score -1.369569e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -13697739.000000 Penalty: 3815.729492
	Iteration 4Q: 3 clusters Score -1.369774e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -13701002.000000 Penalty: 3815.729492
	Iteration 5Q: 3 clusters Score -1.3701e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -13705422.000000 Penalty: 3815.729492
	Iteration 6F: 3 clusters Score -1.370542e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -13711884.000000 Penalty: 3815.729492
	Iteration 7F: 3 clusters Score -1.371188e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -13720296.000000 Penalty: 3815.729492
	Iteration 8F: 3 clusters Score -1.37203e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -13728815.000000 Penalty: 3815.729492
	Iteration 9F: 3 clusters Score -1.372882e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 119883 members 
Entering Unmasked Estep 
Score: -13735031.000000 Penalty: 3815.729492
	Iteration 10F: 3 clusters Score -1.373503e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 123443 members 
Entering Unmasked Estep 
Score: -13738246.000000 Penalty: 3815.729492
	Iteration 11Q: 3 clusters Score -1.373825e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -13739388.000000 Penalty: 3815.729492
	Iteration 12Q: 3 clusters Score -1.373939e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -13739822.000000 Penalty: 3815.729492
	Iteration 13Q: 3 clusters Score -1.373982e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -13739970.000000 Penalty: 3815.729492
	Iteration 14Q: 3 clusters Score -1.373997e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -13740034.000000 Penalty: 3815.729492
	Iteration 15Q: 3 clusters Score -1.374003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -13740057.000000 Penalty: 3815.729492
	Iteration 16Q: 3 clusters Score -1.374006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -13740090.000000 Penalty: 3815.729492
	Iteration 17Q: 3 clusters Score -1.374009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -13740097.000000 Penalty: 3815.729492
	Iteration 18Q: 3 clusters Score -1.37401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -13740090.000000 Penalty: 3815.729492
	Iteration 19Q: 3 clusters Score -1.374009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -13740108.000000 Penalty: 3815.729492
	Iteration 20F: 3 clusters Score -1.374011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -13740117.000000 Penalty: 3815.729492
	Iteration 21Q: 3 clusters Score -1.374012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -13740122.000000 Penalty: 3815.729492
	Iteration 22Q: 3 clusters Score -1.374012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -13740117.000000 Penalty: 3815.729492
	Iteration 23Q: 3 clusters Score -1.374012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -13740120.000000 Penalty: 3815.729492
	Iteration 24Q: 3 clusters Score -1.374012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -13740120.000000 Penalty: 3815.729492
	Iteration 25F: 3 clusters Score -1.374012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Entering Unmasked Estep 
Score: -3574697.000000 Penalty: 1688.186768
	Iteration 0F: 2 clusters Score -3574697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3552683.750000 Penalty: 3376.373535
	Iteration 0F: 3 clusters Score -3552684 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3561291.250000 Penalty: 3376.373535
	Iteration 1F: 3 clusters Score -3561291 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3561762.750000 Penalty: 3376.373535
	Iteration 2Q: 3 clusters Score -3561763 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3562466.250000 Penalty: 3376.373535
	Iteration 3Q: 3 clusters Score -3562466 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3563441.500000 Penalty: 3376.373535
	Iteration 4F: 3 clusters Score -3563442 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3564940.000000 Penalty: 3376.373535
	Iteration 5F: 3 clusters Score -3564940 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3566999.000000 Penalty: 3376.373535
	Iteration 6F: 3 clusters Score -3566999 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3569333.000000 Penalty: 3376.373535
	Iteration 7F: 3 clusters Score -3569333 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3571291.250000 Penalty: 3376.373535
	Iteration 8F: 3 clusters Score -3571291 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -3572404.750000 Penalty: 3376.373535
	Iteration 9Q: 3 clusters Score -3572405 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3572851.500000 Penalty: 3376.373535
	Iteration 10Q: 3 clusters Score -3572852 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3573057.500000 Penalty: 3376.373535
	Iteration 11Q: 3 clusters Score -3573058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -3573156.750000 Penalty: 3376.373535
	Iteration 12Q: 3 clusters Score -3573157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3573206.750000 Penalty: 3376.373535
	Iteration 13Q: 3 clusters Score -3573207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3573230.250000 Penalty: 3376.373535
	Iteration 14Q: 3 clusters Score -3573230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3573243.500000 Penalty: 3376.373535
	Iteration 15Q: 3 clusters Score -3573244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3573250.250000 Penalty: 3376.373535
	Iteration 16Q: 3 clusters Score -3573250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3573253.500000 Penalty: 3376.373535
	Iteration 17Q: 3 clusters Score -3573254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -3573256.250000 Penalty: 3376.373535
	Iteration 18Q: 3 clusters Score -3573256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3573258.750000 Penalty: 3376.373535
	Iteration 19Q: 3 clusters Score -3573259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3573263.250000 Penalty: 3376.373535
	Iteration 20F: 3 clusters Score -3573263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -3573260.750000 Penalty: 3376.373535
	Iteration 21Q: 3 clusters Score -3573261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3573263.000000 Penalty: 3376.373535
	Iteration 22Q: 3 clusters Score -3573263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -3573261.500000 Penalty: 3376.373535
	Iteration 23Q: 3 clusters Score -3573262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -3573263.500000 Penalty: 3376.373535
	Iteration 24Q: 3 clusters Score -3573264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3573265.750000 Penalty: 3376.373535
	Iteration 25Q: 3 clusters Score -3573266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3573267.500000 Penalty: 3376.373535
	Iteration 26Q: 3 clusters Score -3573268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3573268.000000 Penalty: 3376.373535
	Iteration 27Q: 3 clusters Score -3573268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -3573270.500000 Penalty: 3376.373535
	Iteration 28Q: 3 clusters Score -3573270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3573270.250000 Penalty: 3376.373535
	Iteration 29Q: 3 clusters Score -3573270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3573273.500000 Penalty: 3376.373535
	Iteration 30Q: 3 clusters Score -3573274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3573273.500000 Penalty: 3376.373535
	Iteration 31F: 3 clusters Score -3573274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -379622.750000 Penalty: 1325.292969
	Iteration 0F: 2 clusters Score -379622.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -376622.875000 Penalty: 2650.585938
	Iteration 0F: 3 clusters Score -376622.9 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -377348.218750 Penalty: 2650.585938
	Iteration 1F: 3 clusters Score -377348.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -377469.281250 Penalty: 2650.585938
	Iteration 2F: 3 clusters Score -377469.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -377543.375000 Penalty: 2650.585938
	Iteration 3Q: 3 clusters Score -377543.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -377590.468750 Penalty: 2650.585938
	Iteration 4Q: 3 clusters Score -377590.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -377632.937500 Penalty: 2650.585938
	Iteration 5Q: 3 clusters Score -377632.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -377680.281250 Penalty: 2650.585938
	Iteration 6Q: 3 clusters Score -377680.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -377740.281250 Penalty: 2650.585938
	Iteration 7Q: 3 clusters Score -377740.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -377804.656250 Penalty: 2650.585938
	Iteration 8Q: 3 clusters Score -377804.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -377856.093750 Penalty: 2650.585938
	Iteration 9Q: 3 clusters Score -377856.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -377906.500000 Penalty: 2650.585938
	Iteration 10Q: 3 clusters Score -377906.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -377962.093750 Penalty: 2650.585938
	Iteration 11Q: 3 clusters Score -377962.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -378019.625000 Penalty: 2650.585938
	Iteration 12Q: 3 clusters Score -378019.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -378074.781250 Penalty: 2650.585938
	Iteration 13Q: 3 clusters Score -378074.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -378131.031250 Penalty: 2650.585938
	Iteration 14Q: 3 clusters Score -378131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -378178.593750 Penalty: 2650.585938
	Iteration 15Q: 3 clusters Score -378178.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -378220.156250 Penalty: 2650.585938
	Iteration 16Q: 3 clusters Score -378220.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -378269.531250 Penalty: 2650.585938
	Iteration 17Q: 3 clusters Score -378269.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -378331.031250 Penalty: 2650.585938
	Iteration 18Q: 3 clusters Score -378331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -378394.593750 Penalty: 2650.585938
	Iteration 19Q: 3 clusters Score -378394.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -378445.968750 Penalty: 2650.585938
	Iteration 20F: 3 clusters Score -378446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -378491.812500 Penalty: 2650.585938
	Iteration 21Q: 3 clusters Score -378491.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -378528.750000 Penalty: 2650.585938
	Iteration 22Q: 3 clusters Score -378528.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -378567.718750 Penalty: 2650.585938
	Iteration 23Q: 3 clusters Score -378567.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -378607.156250 Penalty: 2650.585938
	Iteration 24Q: 3 clusters Score -378607.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -378640.281250 Penalty: 2650.585938
	Iteration 25Q: 3 clusters Score -378640.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -378663.718750 Penalty: 2650.585938
	Iteration 26Q: 3 clusters Score -378663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -378685.437500 Penalty: 2650.585938
	Iteration 27Q: 3 clusters Score -378685.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -378699.843750 Penalty: 2650.585938
	Iteration 28Q: 3 clusters Score -378699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -378709.312500 Penalty: 2650.585938
	Iteration 29Q: 3 clusters Score -378709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -378716.281250 Penalty: 2650.585938
	Iteration 30Q: 3 clusters Score -378716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -378723.375000 Penalty: 2650.585938
	Iteration 31Q: 3 clusters Score -378723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -378729.875000 Penalty: 2650.585938
	Iteration 32Q: 3 clusters Score -378729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -378737.000000 Penalty: 2650.585938
	Iteration 33Q: 3 clusters Score -378737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -378744.437500 Penalty: 2650.585938
	Iteration 34Q: 3 clusters Score -378744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -378754.343750 Penalty: 2650.585938
	Iteration 35Q: 3 clusters Score -378754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -378759.375000 Penalty: 2650.585938
	Iteration 36Q: 3 clusters Score -378759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -378766.062500 Penalty: 2650.585938
	Iteration 37Q: 3 clusters Score -378766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -378771.406250 Penalty: 2650.585938
	Iteration 38Q: 3 clusters Score -378771.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -378779.187500 Penalty: 2650.585938
	Iteration 39Q: 3 clusters Score -378779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -378788.937500 Penalty: 2650.585938
	Iteration 40F: 3 clusters Score -378788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -378795.625000 Penalty: 2650.585938
	Iteration 41Q: 3 clusters Score -378795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -378800.437500 Penalty: 2650.585938
	Iteration 42Q: 3 clusters Score -378800.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -378805.562500 Penalty: 2650.585938
	Iteration 43Q: 3 clusters Score -378805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -378808.312500 Penalty: 2650.585938
	Iteration 44Q: 3 clusters Score -378808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -378808.312500 Penalty: 2650.585938
	Iteration 45F: 3 clusters Score -378808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -276671.375000 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -276671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274153.312500 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -274153.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -274761.968750 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -274762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -274885.125000 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -274885.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -274960.812500 Penalty: 2560.030762
	Iteration 3Q: 3 clusters Score -274960.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -275006.375000 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -275006.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -275045.656250 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -275045.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -275072.531250 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -275072.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -275095.468750 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -275095.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275115.406250 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -275115.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275131.968750 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -275132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -275147.156250 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -275147.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -275164.968750 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -275165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -275176.843750 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -275176.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -275187.375000 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -275187.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -275194.437500 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -275194.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -275203.906250 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -275203.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -275208.375000 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -275208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -275211.687500 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -275211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275214.875000 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -275214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -275216.718750 Penalty: 2560.030762
	Iteration 19Q: 3 clusters Score -275216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -275218.750000 Penalty: 2560.030762
	Iteration 20F: 3 clusters Score -275218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -275221.000000 Penalty: 2560.030762
	Iteration 21Q: 3 clusters Score -275221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -275222.625000 Penalty: 2560.030762
	Iteration 22Q: 3 clusters Score -275222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275223.843750 Penalty: 2560.030762
	Iteration 23Q: 3 clusters Score -275223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275224.406250 Penalty: 2560.030762
	Iteration 24Q: 3 clusters Score -275224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -275224.281250 Penalty: 2560.030762
	Iteration 25Q: 3 clusters Score -275224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -275224.812500 Penalty: 2560.030762
	Iteration 26Q: 3 clusters Score -275224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -275225.000000 Penalty: 2560.030762
	Iteration 27Q: 3 clusters Score -275225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -275225.000000 Penalty: 2560.030762
	Iteration 28F: 3 clusters Score -275225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (234991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234991 members 
Entering Unmasked Estep 
Score: -25238772.000000 Penalty: 2009.686768
	Iteration 0F: 2 clusters Score -2.523877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 117622 members 
Entering Unmasked Estep 
Score: -25106016.000000 Penalty: 4019.373535
	Iteration 0F: 3 clusters Score -2.510602e+07 nChanged 114047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114776 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -25174592.000000 Penalty: 4019.373535
	Iteration 1F: 3 clusters Score -2.517459e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -25175844.000000 Penalty: 4019.373535
	Iteration 2Q: 3 clusters Score -2.517584e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -25177606.000000 Penalty: 4019.373535
	Iteration 3Q: 3 clusters Score -2.517761e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 128953 members 
Entering Unmasked Estep 
Score: -25180404.000000 Penalty: 4019.373535
	Iteration 4Q: 3 clusters Score -2.51804e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -25184882.000000 Penalty: 4019.373535
	Iteration 5Q: 3 clusters Score -2.518488e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -25192092.000000 Penalty: 4019.373535
	Iteration 6F: 3 clusters Score -2.519209e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -25201522.000000 Penalty: 4019.373535
	Iteration 7F: 3 clusters Score -2.520152e+07 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -25210568.000000 Penalty: 4019.373535
	Iteration 8F: 3 clusters Score -2.521057e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 176311 members 
Entering Unmasked Estep 
Score: -25217170.000000 Penalty: 4019.373535
	Iteration 9F: 3 clusters Score -2.521717e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -25220524.000000 Penalty: 4019.373535
	Iteration 10Q: 3 clusters Score -2.522052e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 187569 members 
Entering Unmasked Estep 
Score: -25221996.000000 Penalty: 4019.373535
	Iteration 11Q: 3 clusters Score -2.5222e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 191353 members 
Entering Unmasked Estep 
Score: -25222550.000000 Penalty: 4019.373535
	Iteration 12Q: 3 clusters Score -2.522255e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 194521 members 
Entering Unmasked Estep 
Score: -25223014.000000 Penalty: 4019.373535
	Iteration 13Q: 3 clusters Score -2.522301e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 197281 members 
Entering Unmasked Estep 
Score: -25223076.000000 Penalty: 4019.373535
	Iteration 14Q: 3 clusters Score -2.522308e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 199645 members 
Entering Unmasked Estep 
Score: -25223166.000000 Penalty: 4019.373535
	Iteration 15Q: 3 clusters Score -2.522317e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 201696 members 
Entering Unmasked Estep 
Score: -25223336.000000 Penalty: 4019.373535
	Iteration 16Q: 3 clusters Score -2.522334e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 203613 members 
Entering Unmasked Estep 
Score: -25223218.000000 Penalty: 4019.373535
	Iteration 17Q: 3 clusters Score -2.522322e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 205419 members 
Entering Unmasked Estep 
Score: -25223504.000000 Penalty: 4019.373535
	Iteration 18Q: 3 clusters Score -2.52235e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 207137 members 
Entering Unmasked Estep 
Score: -25223900.000000 Penalty: 4019.373535
	Iteration 19Q: 3 clusters Score -2.52239e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 208847 members 
Entering Unmasked Estep 
Score: -25224234.000000 Penalty: 4019.373535
	Iteration 20F: 3 clusters Score -2.522423e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 210430 members 
Entering Unmasked Estep 
Score: -25224556.000000 Penalty: 4019.373535
	Iteration 21Q: 3 clusters Score -2.522456e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 211981 members 
Entering Unmasked Estep 
Score: -25224862.000000 Penalty: 4019.373535
	Iteration 22Q: 3 clusters Score -2.522486e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 213524 members 
Entering Unmasked Estep 
Score: -25225134.000000 Penalty: 4019.373535
	Iteration 23Q: 3 clusters Score -2.522513e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 215044 members 
Entering Unmasked Estep 
Score: -25225658.000000 Penalty: 4019.373535
	Iteration 24Q: 3 clusters Score -2.522566e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 216502 members 
Entering Unmasked Estep 
Score: -25226028.000000 Penalty: 4019.373535
	Iteration 25Q: 3 clusters Score -2.522603e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 217882 members 
Entering Unmasked Estep 
Score: -25226482.000000 Penalty: 4019.373535
	Iteration 26Q: 3 clusters Score -2.522648e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 219223 members 
Entering Unmasked Estep 
Score: -25226992.000000 Penalty: 4019.373535
	Iteration 27Q: 3 clusters Score -2.522699e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 220528 members 
Entering Unmasked Estep 
Score: -25227668.000000 Penalty: 4019.373535
	Iteration 28Q: 3 clusters Score -2.522767e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 221804 members 
Entering Unmasked Estep 
Score: -25228344.000000 Penalty: 4019.373535
	Iteration 29Q: 3 clusters Score -2.522834e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 223021 members 
Entering Unmasked Estep 
Score: -25228924.000000 Penalty: 4019.373535
	Iteration 30Q: 3 clusters Score -2.522892e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 224161 members 
Entering Unmasked Estep 
Score: -25229474.000000 Penalty: 4019.373535
	Iteration 31Q: 3 clusters Score -2.522947e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 225191 members 
Entering Unmasked Estep 
Score: -25229958.000000 Penalty: 4019.373535
	Iteration 32Q: 3 clusters Score -2.522996e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 226114 members 
Entering Unmasked Estep 
Score: -25230506.000000 Penalty: 4019.373535
	Iteration 33Q: 3 clusters Score -2.523051e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 226920 members 
Entering Unmasked Estep 
Score: -25230946.000000 Penalty: 4019.373535
	Iteration 34Q: 3 clusters Score -2.523095e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 227711 members 
Entering Unmasked Estep 
Score: -25231466.000000 Penalty: 4019.373535
	Iteration 35Q: 3 clusters Score -2.523147e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -25231996.000000 Penalty: 4019.373535
	Iteration 36Q: 3 clusters Score -2.5232e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 229006 members 
Entering Unmasked Estep 
Score: -25232464.000000 Penalty: 4019.373535
	Iteration 37Q: 3 clusters Score -2.523246e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 229554 members 
Entering Unmasked Estep 
Score: -25232766.000000 Penalty: 4019.373535
	Iteration 38Q: 3 clusters Score -2.523277e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 230066 members 
Entering Unmasked Estep 
Score: -25233114.000000 Penalty: 4019.373535
	Iteration 39Q: 3 clusters Score -2.523311e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 230511 members 
Entering Unmasked Estep 
Score: -25233464.000000 Penalty: 4019.373535
	Iteration 40F: 3 clusters Score -2.523346e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 230897 members 
Entering Unmasked Estep 
Score: -25233752.000000 Penalty: 4019.373535
	Iteration 41Q: 3 clusters Score -2.523375e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 231206 members 
Entering Unmasked Estep 
Score: -25234004.000000 Penalty: 4019.373535
	Iteration 42Q: 3 clusters Score -2.5234e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 231472 members 
Entering Unmasked Estep 
Score: -25234284.000000 Penalty: 4019.373535
	Iteration 43Q: 3 clusters Score -2.523428e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 231705 members 
Entering Unmasked Estep 
Score: -25234474.000000 Penalty: 4019.373535
	Iteration 44Q: 3 clusters Score -2.523447e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 231927 members 
Entering Unmasked Estep 
Score: -25234668.000000 Penalty: 4019.373535
	Iteration 45Q: 3 clusters Score -2.523467e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 232120 members 
Entering Unmasked Estep 
Score: -25234778.000000 Penalty: 4019.373535
	Iteration 46Q: 3 clusters Score -2.523478e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 232302 members 
Entering Unmasked Estep 
Score: -25234952.000000 Penalty: 4019.373535
	Iteration 47Q: 3 clusters Score -2.523495e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 232438 members 
Entering Unmasked Estep 
Score: -25235060.000000 Penalty: 4019.373535
	Iteration 48Q: 3 clusters Score -2.523506e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 232561 members 
Entering Unmasked Estep 
Score: -25235108.000000 Penalty: 4019.373535
	Iteration 49Q: 3 clusters Score -2.523511e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 232665 members 
Entering Unmasked Estep 
Score: -25235196.000000 Penalty: 4019.373535
	Iteration 50Q: 3 clusters Score -2.52352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -25235268.000000 Penalty: 4019.373535
	Iteration 51Q: 3 clusters Score -2.523527e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 232832 members 
Entering Unmasked Estep 
Score: -25235364.000000 Penalty: 4019.373535
	Iteration 52Q: 3 clusters Score -2.523536e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 232913 members 
Entering Unmasked Estep 
Score: -25235460.000000 Penalty: 4019.373535
	Iteration 53Q: 3 clusters Score -2.523546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 232998 members 
Entering Unmasked Estep 
Score: -25235524.000000 Penalty: 4019.373535
	Iteration 54Q: 3 clusters Score -2.523552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 233077 members 
Entering Unmasked Estep 
Score: -25235596.000000 Penalty: 4019.373535
	Iteration 55Q: 3 clusters Score -2.52356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 233126 members 
Entering Unmasked Estep 
Score: -25235630.000000 Penalty: 4019.373535
	Iteration 56Q: 3 clusters Score -2.523563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 233189 members 
Entering Unmasked Estep 
Score: -25235690.000000 Penalty: 4019.373535
	Iteration 57Q: 3 clusters Score -2.523569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 233248 members 
Entering Unmasked Estep 
Score: -25235758.000000 Penalty: 4019.373535
	Iteration 58Q: 3 clusters Score -2.523576e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 233306 members 
Entering Unmasked Estep 
Score: -25235820.000000 Penalty: 4019.373535
	Iteration 59Q: 3 clusters Score -2.523582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 233355 members 
Entering Unmasked Estep 
Score: -25235872.000000 Penalty: 4019.373535
	Iteration 60F: 3 clusters Score -2.523587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 233386 members 
Entering Unmasked Estep 
Score: -25235928.000000 Penalty: 4019.373535
	Iteration 61Q: 3 clusters Score -2.523593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 233417 members 
Entering Unmasked Estep 
Score: -25235916.000000 Penalty: 4019.373535
	Iteration 62Q: 3 clusters Score -2.523592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 233447 members 
Entering Unmasked Estep 
Score: -25235972.000000 Penalty: 4019.373535
	Iteration 63Q: 3 clusters Score -2.523597e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 233482 members 
Entering Unmasked Estep 
Score: -25236020.000000 Penalty: 4019.373535
	Iteration 64Q: 3 clusters Score -2.523602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 233508 members 
Entering Unmasked Estep 
Score: -25236036.000000 Penalty: 4019.373535
	Iteration 65Q: 3 clusters Score -2.523604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 233540 members 
Entering Unmasked Estep 
Score: -25236042.000000 Penalty: 4019.373535
	Iteration 66Q: 3 clusters Score -2.523604e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 233581 members 
Entering Unmasked Estep 
Score: -25236076.000000 Penalty: 4019.373535
	Iteration 67Q: 3 clusters Score -2.523608e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 233626 members 
Entering Unmasked Estep 
Score: -25236120.000000 Penalty: 4019.373535
	Iteration 68Q: 3 clusters Score -2.523612e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 233659 members 
Entering Unmasked Estep 
Score: -25236136.000000 Penalty: 4019.373535
	Iteration 69Q: 3 clusters Score -2.523614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 233683 members 
Entering Unmasked Estep 
Score: -25236174.000000 Penalty: 4019.373535
	Iteration 70Q: 3 clusters Score -2.523617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 233707 members 
Entering Unmasked Estep 
Score: -25236214.000000 Penalty: 4019.373535
	Iteration 71Q: 3 clusters Score -2.523621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 233727 members 
Entering Unmasked Estep 
Score: -25236226.000000 Penalty: 4019.373535
	Iteration 72Q: 3 clusters Score -2.523623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 233748 members 
Entering Unmasked Estep 
Score: -25236240.000000 Penalty: 4019.373535
	Iteration 73Q: 3 clusters Score -2.523624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 233764 members 
Entering Unmasked Estep 
Score: -25236240.000000 Penalty: 4019.373535
	Iteration 74Q: 3 clusters Score -2.523624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 233780 members 
Entering Unmasked Estep 
Score: -25236254.000000 Penalty: 4019.373535
	Iteration 75Q: 3 clusters Score -2.523625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 233793 members 
Entering Unmasked Estep 
Score: -25236268.000000 Penalty: 4019.373535
	Iteration 76Q: 3 clusters Score -2.523627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 233805 members 
Entering Unmasked Estep 
Score: -25236294.000000 Penalty: 4019.373535
	Iteration 77Q: 3 clusters Score -2.523629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 233818 members 
Entering Unmasked Estep 
Score: -25236286.000000 Penalty: 4019.373535
	Iteration 78Q: 3 clusters Score -2.523629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 233831 members 
Entering Unmasked Estep 
Score: -25236300.000000 Penalty: 4019.373535
	Iteration 79Q: 3 clusters Score -2.52363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 233846 members 
Entering Unmasked Estep 
Score: -25236332.000000 Penalty: 4019.373535
	Iteration 80F: 3 clusters Score -2.523633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 233859 members 
Entering Unmasked Estep 
Score: -25236358.000000 Penalty: 4019.373535
	Iteration 81Q: 3 clusters Score -2.523636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 233873 members 
Entering Unmasked Estep 
Score: -25236358.000000 Penalty: 4019.373535
	Iteration 82Q: 3 clusters Score -2.523636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 233889 members 
Entering Unmasked Estep 
Score: -25236376.000000 Penalty: 4019.373535
	Iteration 83Q: 3 clusters Score -2.523638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 233902 members 
Entering Unmasked Estep 
Score: -25236390.000000 Penalty: 4019.373535
	Iteration 84Q: 3 clusters Score -2.523639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 233911 members 
Entering Unmasked Estep 
Score: -25236390.000000 Penalty: 4019.373535
	Iteration 85Q: 3 clusters Score -2.523639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 233915 members 
Entering Unmasked Estep 
Score: -25236390.000000 Penalty: 4019.373535
	Iteration 86Q: 3 clusters Score -2.523639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 233922 members 
Entering Unmasked Estep 
Score: -25236410.000000 Penalty: 4019.373535
	Iteration 87Q: 3 clusters Score -2.523641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 233928 members 
Entering Unmasked Estep 
Score: -25236430.000000 Penalty: 4019.373535
	Iteration 88Q: 3 clusters Score -2.523643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 233942 members 
Entering Unmasked Estep 
Score: -25236420.000000 Penalty: 4019.373535
	Iteration 89Q: 3 clusters Score -2.523642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 233952 members 
Entering Unmasked Estep 
Score: -25236398.000000 Penalty: 4019.373535
	Iteration 90Q: 3 clusters Score -2.52364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 233960 members 
Entering Unmasked Estep 
Score: -25236422.000000 Penalty: 4019.373535
	Iteration 91Q: 3 clusters Score -2.523642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 233967 members 
Entering Unmasked Estep 
Score: -25236438.000000 Penalty: 4019.373535
	Iteration 92Q: 3 clusters Score -2.523644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 233972 members 
Entering Unmasked Estep 
Score: -25236446.000000 Penalty: 4019.373535
	Iteration 93Q: 3 clusters Score -2.523645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 233971 members 
Entering Unmasked Estep 
Score: -25236454.000000 Penalty: 4019.373535
	Iteration 94Q: 3 clusters Score -2.523645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 233973 members 
Entering Unmasked Estep 
Score: -25236442.000000 Penalty: 4019.373535
	Iteration 95Q: 3 clusters Score -2.523644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 233977 members 
Entering Unmasked Estep 
Score: -25236440.000000 Penalty: 4019.373535
	Iteration 96Q: 3 clusters Score -2.523644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 233981 members 
Entering Unmasked Estep 
Score: -25236464.000000 Penalty: 4019.373535
	Iteration 97Q: 3 clusters Score -2.523646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 233987 members 
Entering Unmasked Estep 
Score: -25236458.000000 Penalty: 4019.373535
	Iteration 98Q: 3 clusters Score -2.523646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 233992 members 
Entering Unmasked Estep 
Score: -25236454.000000 Penalty: 4019.373535
	Iteration 99Q: 3 clusters Score -2.523645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 233997 members 
Entering Unmasked Estep 
Score: -25236476.000000 Penalty: 4019.373535
	Iteration 100F: 3 clusters Score -2.523648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 234001 members 
Entering Unmasked Estep 
Score: -25236496.000000 Penalty: 4019.373535
	Iteration 101Q: 3 clusters Score -2.52365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 234006 members 
Entering Unmasked Estep 
Score: -25236506.000000 Penalty: 4019.373535
	Iteration 102Q: 3 clusters Score -2.523651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 234007 members 
Entering Unmasked Estep 
Score: -25236508.000000 Penalty: 4019.373535
	Iteration 103Q: 3 clusters Score -2.523651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 234007 members 
Entering Unmasked Estep 
Score: -25236508.000000 Penalty: 4019.373535
	Iteration 104F: 3 clusters Score -2.523651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Entering Unmasked Estep 
Score: -4742222.500000 Penalty: 1741.802734
	Iteration 0F: 2 clusters Score -4742222 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 22749 members 
Entering Unmasked Estep 
Score: -4712001.500000 Penalty: 3483.605469
	Iteration 0F: 3 clusters Score -4712002 nChanged 21039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -4723917.500000 Penalty: 3483.605469
	Iteration 1F: 3 clusters Score -4723918 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -4724673.000000 Penalty: 3483.605469
	Iteration 2Q: 3 clusters Score -4724673 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4725840.500000 Penalty: 3483.605469
	Iteration 3F: 3 clusters Score -4725840 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4727697.500000 Penalty: 3483.605469
	Iteration 4F: 3 clusters Score -4727698 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4730367.500000 Penalty: 3483.605469
	Iteration 5F: 3 clusters Score -4730368 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4733301.000000 Penalty: 3483.605469
	Iteration 6F: 3 clusters Score -4733301 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -4735716.500000 Penalty: 3483.605469
	Iteration 7F: 3 clusters Score -4735716 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -4737221.000000 Penalty: 3483.605469
	Iteration 8Q: 3 clusters Score -4737221 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -4738142.000000 Penalty: 3483.605469
	Iteration 9Q: 3 clusters Score -4738142 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -4738783.000000 Penalty: 3483.605469
	Iteration 10Q: 3 clusters Score -4738783 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -4739338.000000 Penalty: 3483.605469
	Iteration 11Q: 3 clusters Score -4739338 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -4739916.000000 Penalty: 3483.605469
	Iteration 12Q: 3 clusters Score -4739916 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -4740346.000000 Penalty: 3483.605469
	Iteration 13Q: 3 clusters Score -4740346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -4740671.000000 Penalty: 3483.605469
	Iteration 14Q: 3 clusters Score -4740671 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -4740929.000000 Penalty: 3483.605469
	Iteration 15Q: 3 clusters Score -4740929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -4741207.500000 Penalty: 3483.605469
	Iteration 16Q: 3 clusters Score -4741208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -4741589.000000 Penalty: 3483.605469
	Iteration 17Q: 3 clusters Score -4741589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4741628.500000 Penalty: 3483.605469
	Iteration 18Q: 3 clusters Score -4741628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4741656.000000 Penalty: 3483.605469
	Iteration 19Q: 3 clusters Score -4741656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4741665.000000 Penalty: 3483.605469
	Iteration 20F: 3 clusters Score -4741665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -4741663.000000 Penalty: 3483.605469
	Iteration 21Q: 3 clusters Score -4741663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4741660.000000 Penalty: 3483.605469
	Iteration 22Q: 3 clusters Score -4741660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4741659.500000 Penalty: 3483.605469
	Iteration 23Q: 3 clusters Score -4741660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4741664.500000 Penalty: 3483.605469
	Iteration 24Q: 3 clusters Score -4741664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4741667.000000 Penalty: 3483.605469
	Iteration 25Q: 3 clusters Score -4741667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4741664.500000 Penalty: 3483.605469
	Iteration 26Q: 3 clusters Score -4741664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -4741669.000000 Penalty: 3483.605469
	Iteration 27Q: 3 clusters Score -4741669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4741672.000000 Penalty: 3483.605469
	Iteration 28Q: 3 clusters Score -4741672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4741674.000000 Penalty: 3483.605469
	Iteration 29Q: 3 clusters Score -4741674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4741674.000000 Penalty: 3483.605469
	Iteration 30F: 3 clusters Score -4741674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (158541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158541 members 
Entering Unmasked Estep 
Score: -17240136.000000 Penalty: 1945.737305
	Iteration 0F: 2 clusters Score -1.724014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -17137198.000000 Penalty: 3891.474609
	Iteration 0F: 3 clusters Score -1.71372e+07 nChanged 76870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -17182854.000000 Penalty: 3891.474609
	Iteration 1F: 3 clusters Score -1.718285e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -17183816.000000 Penalty: 3891.474609
	Iteration 2Q: 3 clusters Score -1.718382e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -17185188.000000 Penalty: 3891.474609
	Iteration 3Q: 3 clusters Score -1.718519e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -17186794.000000 Penalty: 3891.474609
	Iteration 4Q: 3 clusters Score -1.718679e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -17189376.000000 Penalty: 3891.474609
	Iteration 5Q: 3 clusters Score -1.718938e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -17193114.000000 Penalty: 3891.474609
	Iteration 6Q: 3 clusters Score -1.719311e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -17198876.000000 Penalty: 3891.474609
	Iteration 7F: 3 clusters Score -1.719888e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -17206106.000000 Penalty: 3891.474609
	Iteration 8F: 3 clusters Score -1.720611e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -17212462.000000 Penalty: 3891.474609
	Iteration 9F: 3 clusters Score -1.721246e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -17215578.000000 Penalty: 3891.474609
	Iteration 10Q: 3 clusters Score -1.721558e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -17216592.000000 Penalty: 3891.474609
	Iteration 11Q: 3 clusters Score -1.721659e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -17217054.000000 Penalty: 3891.474609
	Iteration 12Q: 3 clusters Score -1.721705e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -17217366.000000 Penalty: 3891.474609
	Iteration 13Q: 3 clusters Score -1.721737e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -17217562.000000 Penalty: 3891.474609
	Iteration 14Q: 3 clusters Score -1.721756e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -17217680.000000 Penalty: 3891.474609
	Iteration 15Q: 3 clusters Score -1.721768e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -17217882.000000 Penalty: 3891.474609
	Iteration 16Q: 3 clusters Score -1.721788e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -17218100.000000 Penalty: 3891.474609
	Iteration 17Q: 3 clusters Score -1.72181e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -17218334.000000 Penalty: 3891.474609
	Iteration 18Q: 3 clusters Score -1.721833e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -17218542.000000 Penalty: 3891.474609
	Iteration 19Q: 3 clusters Score -1.721854e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -17218780.000000 Penalty: 3891.474609
	Iteration 20F: 3 clusters Score -1.721878e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -17218890.000000 Penalty: 3891.474609
	Iteration 21Q: 3 clusters Score -1.721889e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -17219178.000000 Penalty: 3891.474609
	Iteration 22Q: 3 clusters Score -1.721918e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -17219384.000000 Penalty: 3891.474609
	Iteration 23Q: 3 clusters Score -1.721938e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -17219570.000000 Penalty: 3891.474609
	Iteration 24Q: 3 clusters Score -1.721957e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -17219726.000000 Penalty: 3891.474609
	Iteration 25Q: 3 clusters Score -1.721973e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -17219786.000000 Penalty: 3891.474609
	Iteration 26Q: 3 clusters Score -1.721979e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -17219946.000000 Penalty: 3891.474609
	Iteration 27Q: 3 clusters Score -1.721995e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -17220068.000000 Penalty: 3891.474609
	Iteration 28Q: 3 clusters Score -1.722007e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -17220148.000000 Penalty: 3891.474609
	Iteration 29Q: 3 clusters Score -1.722015e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -17220310.000000 Penalty: 3891.474609
	Iteration 30Q: 3 clusters Score -1.722031e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -17220566.000000 Penalty: 3891.474609
	Iteration 31Q: 3 clusters Score -1.722057e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -17220760.000000 Penalty: 3891.474609
	Iteration 32Q: 3 clusters Score -1.722076e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -17220926.000000 Penalty: 3891.474609
	Iteration 33Q: 3 clusters Score -1.722093e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -17221154.000000 Penalty: 3891.474609
	Iteration 34Q: 3 clusters Score -1.722115e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -17221480.000000 Penalty: 3891.474609
	Iteration 35Q: 3 clusters Score -1.722148e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -17221856.000000 Penalty: 3891.474609
	Iteration 36Q: 3 clusters Score -1.722186e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -17222138.000000 Penalty: 3891.474609
	Iteration 37Q: 3 clusters Score -1.722214e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -17222490.000000 Penalty: 3891.474609
	Iteration 38Q: 3 clusters Score -1.722249e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -17223028.000000 Penalty: 3891.474609
	Iteration 39Q: 3 clusters Score -1.722303e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -17223616.000000 Penalty: 3891.474609
	Iteration 40F: 3 clusters Score -1.722362e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -17224190.000000 Penalty: 3891.474609
	Iteration 41Q: 3 clusters Score -1.722419e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -17224816.000000 Penalty: 3891.474609
	Iteration 42Q: 3 clusters Score -1.722482e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -17225610.000000 Penalty: 3891.474609
	Iteration 43Q: 3 clusters Score -1.722561e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 123381 members 
Entering Unmasked Estep 
Score: -17226484.000000 Penalty: 3891.474609
	Iteration 44Q: 3 clusters Score -1.722648e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -17227350.000000 Penalty: 3891.474609
	Iteration 45Q: 3 clusters Score -1.722735e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -17228568.000000 Penalty: 3891.474609
	Iteration 46Q: 3 clusters Score -1.722857e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -17229632.000000 Penalty: 3891.474609
	Iteration 47Q: 3 clusters Score -1.722963e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 134756 members 
Entering Unmasked Estep 
Score: -17230772.000000 Penalty: 3891.474609
	Iteration 48Q: 3 clusters Score -1.723077e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -17232060.000000 Penalty: 3891.474609
	Iteration 49Q: 3 clusters Score -1.723206e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -17233378.000000 Penalty: 3891.474609
	Iteration 50Q: 3 clusters Score -1.723338e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 143206 members 
Entering Unmasked Estep 
Score: -17234532.000000 Penalty: 3891.474609
	Iteration 51Q: 3 clusters Score -1.723453e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -17235438.000000 Penalty: 3891.474609
	Iteration 52Q: 3 clusters Score -1.723544e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 147920 members 
Entering Unmasked Estep 
Score: -17236312.000000 Penalty: 3891.474609
	Iteration 53Q: 3 clusters Score -1.723631e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 149877 members 
Entering Unmasked Estep 
Score: -17236954.000000 Penalty: 3891.474609
	Iteration 54Q: 3 clusters Score -1.723695e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -17237490.000000 Penalty: 3891.474609
	Iteration 55Q: 3 clusters Score -1.723749e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -17237810.000000 Penalty: 3891.474609
	Iteration 56Q: 3 clusters Score -1.723781e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -17237974.000000 Penalty: 3891.474609
	Iteration 57Q: 3 clusters Score -1.723797e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -17238084.000000 Penalty: 3891.474609
	Iteration 58Q: 3 clusters Score -1.723808e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 155106 members 
Entering Unmasked Estep 
Score: -17238158.000000 Penalty: 3891.474609
	Iteration 59Q: 3 clusters Score -1.723816e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -17238272.000000 Penalty: 3891.474609
	Iteration 60F: 3 clusters Score -1.723827e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -17238320.000000 Penalty: 3891.474609
	Iteration 61Q: 3 clusters Score -1.723832e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -17238366.000000 Penalty: 3891.474609
	Iteration 62Q: 3 clusters Score -1.723837e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 156431 members 
Entering Unmasked Estep 
Score: -17238384.000000 Penalty: 3891.474609
	Iteration 63Q: 3 clusters Score -1.723838e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -17238444.000000 Penalty: 3891.474609
	Iteration 64Q: 3 clusters Score -1.723844e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -17238446.000000 Penalty: 3891.474609
	Iteration 65Q: 3 clusters Score -1.723845e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -17238462.000000 Penalty: 3891.474609
	Iteration 66Q: 3 clusters Score -1.723846e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -17238468.000000 Penalty: 3891.474609
	Iteration 67Q: 3 clusters Score -1.723847e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 157025 members 
Entering Unmasked Estep 
Score: -17238458.000000 Penalty: 3891.474609
	Iteration 68Q: 3 clusters Score -1.723846e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -17238460.000000 Penalty: 3891.474609
	Iteration 69Q: 3 clusters Score -1.723846e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -17238468.000000 Penalty: 3891.474609
	Iteration 70Q: 3 clusters Score -1.723847e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -17238484.000000 Penalty: 3891.474609
	Iteration 71Q: 3 clusters Score -1.723848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 157239 members 
Entering Unmasked Estep 
Score: -17238496.000000 Penalty: 3891.474609
	Iteration 72Q: 3 clusters Score -1.72385e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 157272 members 
Entering Unmasked Estep 
Score: -17238518.000000 Penalty: 3891.474609
	Iteration 73Q: 3 clusters Score -1.723852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -17238536.000000 Penalty: 3891.474609
	Iteration 74Q: 3 clusters Score -1.723854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -17238554.000000 Penalty: 3891.474609
	Iteration 75Q: 3 clusters Score -1.723855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 157359 members 
Entering Unmasked Estep 
Score: -17238568.000000 Penalty: 3891.474609
	Iteration 76Q: 3 clusters Score -1.723857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 157392 members 
Entering Unmasked Estep 
Score: -17238588.000000 Penalty: 3891.474609
	Iteration 77Q: 3 clusters Score -1.723859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 157419 members 
Entering Unmasked Estep 
Score: -17238588.000000 Penalty: 3891.474609
	Iteration 78Q: 3 clusters Score -1.723859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -17238596.000000 Penalty: 3891.474609
	Iteration 79Q: 3 clusters Score -1.72386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -17238612.000000 Penalty: 3891.474609
	Iteration 80F: 3 clusters Score -1.723861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -17238624.000000 Penalty: 3891.474609
	Iteration 81Q: 3 clusters Score -1.723862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -17238632.000000 Penalty: 3891.474609
	Iteration 82Q: 3 clusters Score -1.723863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -17238650.000000 Penalty: 3891.474609
	Iteration 83Q: 3 clusters Score -1.723865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -17238668.000000 Penalty: 3891.474609
	Iteration 84Q: 3 clusters Score -1.723867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -17238678.000000 Penalty: 3891.474609
	Iteration 85Q: 3 clusters Score -1.723868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -17238668.000000 Penalty: 3891.474609
	Iteration 86Q: 3 clusters Score -1.723867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -17238676.000000 Penalty: 3891.474609
	Iteration 87Q: 3 clusters Score -1.723868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 157560 members 
Entering Unmasked Estep 
Score: -17238666.000000 Penalty: 3891.474609
	Iteration 88Q: 3 clusters Score -1.723867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 157562 members 
Entering Unmasked Estep 
Score: -17238672.000000 Penalty: 3891.474609
	Iteration 89Q: 3 clusters Score -1.723867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 157562 members 
Entering Unmasked Estep 
Score: -17238672.000000 Penalty: 3891.474609
	Iteration 90Q: 3 clusters Score -1.723867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -17238668.000000 Penalty: 3891.474609
	Iteration 91Q: 3 clusters Score -1.723867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 157565 members 
Entering Unmasked Estep 
Score: -17238668.000000 Penalty: 3891.474609
	Iteration 92Q: 3 clusters Score -1.723867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 157565 members 
Entering Unmasked Estep 
Score: -17238668.000000 Penalty: 3891.474609
	Iteration 93F: 3 clusters Score -1.723867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Entering Unmasked Estep 
Score: -2964663.000000 Penalty: 1657.987305
	Iteration 0F: 2 clusters Score -2964663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2946431.250000 Penalty: 3315.974609
	Iteration 0F: 3 clusters Score -2946431 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2953106.500000 Penalty: 3315.974609
	Iteration 1F: 3 clusters Score -2953106 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2953421.750000 Penalty: 3315.974609
	Iteration 2Q: 3 clusters Score -2953422 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2953692.000000 Penalty: 3315.974609
	Iteration 3Q: 3 clusters Score -2953692 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2953929.250000 Penalty: 3315.974609
	Iteration 4Q: 3 clusters Score -2953929 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2954158.500000 Penalty: 3315.974609
	Iteration 5Q: 3 clusters Score -2954158 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2954380.250000 Penalty: 3315.974609
	Iteration 6Q: 3 clusters Score -2954380 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2954625.500000 Penalty: 3315.974609
	Iteration 7Q: 3 clusters Score -2954626 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2954972.500000 Penalty: 3315.974609
	Iteration 8Q: 3 clusters Score -2954972 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2955414.500000 Penalty: 3315.974609
	Iteration 9Q: 3 clusters Score -2955414 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2956041.250000 Penalty: 3315.974609
	Iteration 10Q: 3 clusters Score -2956041 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2956843.750000 Penalty: 3315.974609
	Iteration 11Q: 3 clusters Score -2956844 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2957768.750000 Penalty: 3315.974609
	Iteration 12F: 3 clusters Score -2957769 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2958684.750000 Penalty: 3315.974609
	Iteration 13Q: 3 clusters Score -2958685 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2959370.500000 Penalty: 3315.974609
	Iteration 14Q: 3 clusters Score -2959370 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2959883.250000 Penalty: 3315.974609
	Iteration 15Q: 3 clusters Score -2959883 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2960216.250000 Penalty: 3315.974609
	Iteration 16Q: 3 clusters Score -2960216 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2960498.750000 Penalty: 3315.974609
	Iteration 17Q: 3 clusters Score -2960499 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2960695.500000 Penalty: 3315.974609
	Iteration 18Q: 3 clusters Score -2960696 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2960900.500000 Penalty: 3315.974609
	Iteration 19Q: 3 clusters Score -2960900 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2961107.250000 Penalty: 3315.974609
	Iteration 20F: 3 clusters Score -2961107 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2961299.250000 Penalty: 3315.974609
	Iteration 21Q: 3 clusters Score -2961299 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2961525.500000 Penalty: 3315.974609
	Iteration 22Q: 3 clusters Score -2961526 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2961744.500000 Penalty: 3315.974609
	Iteration 23Q: 3 clusters Score -2961744 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2961950.250000 Penalty: 3315.974609
	Iteration 24Q: 3 clusters Score -2961950 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2962172.500000 Penalty: 3315.974609
	Iteration 25Q: 3 clusters Score -2962172 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -2962374.750000 Penalty: 3315.974609
	Iteration 26Q: 3 clusters Score -2962375 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -2962558.750000 Penalty: 3315.974609
	Iteration 27Q: 3 clusters Score -2962559 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2962680.500000 Penalty: 3315.974609
	Iteration 28Q: 3 clusters Score -2962680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2962782.250000 Penalty: 3315.974609
	Iteration 29Q: 3 clusters Score -2962782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2962856.000000 Penalty: 3315.974609
	Iteration 30Q: 3 clusters Score -2962856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2962912.750000 Penalty: 3315.974609
	Iteration 31Q: 3 clusters Score -2962913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2962948.000000 Penalty: 3315.974609
	Iteration 32Q: 3 clusters Score -2962948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2962983.500000 Penalty: 3315.974609
	Iteration 33Q: 3 clusters Score -2962984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2963013.000000 Penalty: 3315.974609
	Iteration 34Q: 3 clusters Score -2963013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -2963038.000000 Penalty: 3315.974609
	Iteration 35Q: 3 clusters Score -2963038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -2963061.500000 Penalty: 3315.974609
	Iteration 36Q: 3 clusters Score -2963062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -2963084.750000 Penalty: 3315.974609
	Iteration 37Q: 3 clusters Score -2963085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2963106.500000 Penalty: 3315.974609
	Iteration 38Q: 3 clusters Score -2963106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2963132.500000 Penalty: 3315.974609
	Iteration 39Q: 3 clusters Score -2963132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2963144.250000 Penalty: 3315.974609
	Iteration 40F: 3 clusters Score -2963144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2963154.000000 Penalty: 3315.974609
	Iteration 41Q: 3 clusters Score -2963154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2963158.750000 Penalty: 3315.974609
	Iteration 42Q: 3 clusters Score -2963159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2963161.750000 Penalty: 3315.974609
	Iteration 43Q: 3 clusters Score -2963162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2963170.750000 Penalty: 3315.974609
	Iteration 44Q: 3 clusters Score -2963171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2963177.000000 Penalty: 3315.974609
	Iteration 45Q: 3 clusters Score -2963177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2963183.750000 Penalty: 3315.974609
	Iteration 46Q: 3 clusters Score -2963184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2963187.750000 Penalty: 3315.974609
	Iteration 47Q: 3 clusters Score -2963188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -2963184.000000 Penalty: 3315.974609
	Iteration 48Q: 3 clusters Score -2963184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2963190.750000 Penalty: 3315.974609
	Iteration 49Q: 3 clusters Score -2963191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2963192.000000 Penalty: 3315.974609
	Iteration 50Q: 3 clusters Score -2963192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -2963193.000000 Penalty: 3315.974609
	Iteration 51Q: 3 clusters Score -2963193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2963196.000000 Penalty: 3315.974609
	Iteration 52Q: 3 clusters Score -2963196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2963198.000000 Penalty: 3315.974609
	Iteration 53Q: 3 clusters Score -2963198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2963198.000000 Penalty: 3315.974609
	Iteration 54Q: 3 clusters Score -2963198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2963199.250000 Penalty: 3315.974609
	Iteration 55Q: 3 clusters Score -2963199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2963205.000000 Penalty: 3315.974609
	Iteration 56Q: 3 clusters Score -2963205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2963204.750000 Penalty: 3315.974609
	Iteration 57Q: 3 clusters Score -2963205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2963202.500000 Penalty: 3315.974609
	Iteration 58Q: 3 clusters Score -2963202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2963203.500000 Penalty: 3315.974609
	Iteration 59Q: 3 clusters Score -2963204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2963203.500000 Penalty: 3315.974609
	Iteration 60F: 3 clusters Score -2963204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -287779.968750 Penalty: 1280.569336
	Iteration 0F: 2 clusters Score -287780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285272.500000 Penalty: 2561.138672
	Iteration 0F: 3 clusters Score -285272.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -285834.468750 Penalty: 2561.138672
	Iteration 1F: 3 clusters Score -285834.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286019.750000 Penalty: 2561.138672
	Iteration 2F: 3 clusters Score -286019.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286138.781250 Penalty: 2561.138672
	Iteration 3F: 3 clusters Score -286138.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286231.343750 Penalty: 2561.138672
	Iteration 4Q: 3 clusters Score -286231.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -286330.375000 Penalty: 2561.138672
	Iteration 5Q: 3 clusters Score -286330.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -286428.156250 Penalty: 2561.138672
	Iteration 6Q: 3 clusters Score -286428.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -286498.062500 Penalty: 2561.138672
	Iteration 7Q: 3 clusters Score -286498.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -286573.312500 Penalty: 2561.138672
	Iteration 8Q: 3 clusters Score -286573.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -286646.281250 Penalty: 2561.138672
	Iteration 9Q: 3 clusters Score -286646.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -286707.468750 Penalty: 2561.138672
	Iteration 10Q: 3 clusters Score -286707.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -286744.218750 Penalty: 2561.138672
	Iteration 11Q: 3 clusters Score -286744.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -286774.312500 Penalty: 2561.138672
	Iteration 12Q: 3 clusters Score -286774.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -286795.750000 Penalty: 2561.138672
	Iteration 13Q: 3 clusters Score -286795.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -286808.718750 Penalty: 2561.138672
	Iteration 14Q: 3 clusters Score -286808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -286818.343750 Penalty: 2561.138672
	Iteration 15Q: 3 clusters Score -286818.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -286824.187500 Penalty: 2561.138672
	Iteration 16Q: 3 clusters Score -286824.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -286831.531250 Penalty: 2561.138672
	Iteration 17Q: 3 clusters Score -286831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -286835.906250 Penalty: 2561.138672
	Iteration 18Q: 3 clusters Score -286835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -286839.312500 Penalty: 2561.138672
	Iteration 19Q: 3 clusters Score -286839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -286843.718750 Penalty: 2561.138672
	Iteration 20F: 3 clusters Score -286843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -286845.968750 Penalty: 2561.138672
	Iteration 21Q: 3 clusters Score -286846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -286850.218750 Penalty: 2561.138672
	Iteration 22Q: 3 clusters Score -286850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -286852.625000 Penalty: 2561.138672
	Iteration 23Q: 3 clusters Score -286852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -286853.937500 Penalty: 2561.138672
	Iteration 24Q: 3 clusters Score -286853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -286854.812500 Penalty: 2561.138672
	Iteration 25Q: 3 clusters Score -286854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -286854.812500 Penalty: 2561.138672
	Iteration 26F: 3 clusters Score -286854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -249311.000000 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -249311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247050.984375 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -247051 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -247547.453125 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -247547.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -247658.750000 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -247658.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -247714.718750 Penalty: 2512.592285
	Iteration 3Q: 3 clusters Score -247714.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247754.515625 Penalty: 2512.592285
	Iteration 4Q: 3 clusters Score -247754.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -247777.046875 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -247777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -247789.781250 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -247789.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -247801.296875 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -247801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -247811.140625 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -247811.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247819.031250 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -247819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247821.531250 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -247821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -247823.562500 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -247823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -247825.093750 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -247825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247828.234375 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -247828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -247831.156250 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -247831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -247833.453125 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -247833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247835.093750 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -247835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -247835.875000 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -247835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247837.437500 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -247837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247837.687500 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -247837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247837.687500 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -247837.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122474 members 
Entering Unmasked Estep 
Score: -13448257.000000 Penalty: 1903.793823
	Iteration 0F: 2 clusters Score -1.344826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -13366136.000000 Penalty: 3807.587646
	Iteration 0F: 3 clusters Score -1.336614e+07 nChanged 58826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -13402190.000000 Penalty: 3807.587646
	Iteration 1F: 3 clusters Score -1.340219e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -13405142.000000 Penalty: 3807.587646
	Iteration 2Q: 3 clusters Score -1.340514e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -13409301.000000 Penalty: 3807.587646
	Iteration 3F: 3 clusters Score -1.34093e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -13414732.000000 Penalty: 3807.587646
	Iteration 4F: 3 clusters Score -1.341473e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -13420927.000000 Penalty: 3807.587646
	Iteration 5F: 3 clusters Score -1.342093e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -13427718.000000 Penalty: 3807.587646
	Iteration 6F: 3 clusters Score -1.342772e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -13433525.000000 Penalty: 3807.587646
	Iteration 7F: 3 clusters Score -1.343352e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -13437075.000000 Penalty: 3807.587646
	Iteration 8Q: 3 clusters Score -1.343708e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -13439053.000000 Penalty: 3807.587646
	Iteration 9Q: 3 clusters Score -1.343905e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -13440569.000000 Penalty: 3807.587646
	Iteration 10Q: 3 clusters Score -1.344057e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 100287 members 
Entering Unmasked Estep 
Score: -13441626.000000 Penalty: 3807.587646
	Iteration 11Q: 3 clusters Score -1.344163e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -13442531.000000 Penalty: 3807.587646
	Iteration 12Q: 3 clusters Score -1.344253e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -13443212.000000 Penalty: 3807.587646
	Iteration 13Q: 3 clusters Score -1.344321e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -13443646.000000 Penalty: 3807.587646
	Iteration 14Q: 3 clusters Score -1.344365e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -13444023.000000 Penalty: 3807.587646
	Iteration 15Q: 3 clusters Score -1.344402e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -13444317.000000 Penalty: 3807.587646
	Iteration 16Q: 3 clusters Score -1.344432e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -13444645.000000 Penalty: 3807.587646
	Iteration 17Q: 3 clusters Score -1.344464e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -13444934.000000 Penalty: 3807.587646
	Iteration 18Q: 3 clusters Score -1.344493e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -13445051.000000 Penalty: 3807.587646
	Iteration 19Q: 3 clusters Score -1.344505e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 110067 members 
Entering Unmasked Estep 
Score: -13445246.000000 Penalty: 3807.587646
	Iteration 20F: 3 clusters Score -1.344525e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -13445409.000000 Penalty: 3807.587646
	Iteration 21Q: 3 clusters Score -1.344541e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 111145 members 
Entering Unmasked Estep 
Score: -13445505.000000 Penalty: 3807.587646
	Iteration 22Q: 3 clusters Score -1.34455e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -13445616.000000 Penalty: 3807.587646
	Iteration 23Q: 3 clusters Score -1.344562e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -13445710.000000 Penalty: 3807.587646
	Iteration 24Q: 3 clusters Score -1.344571e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -13445808.000000 Penalty: 3807.587646
	Iteration 25Q: 3 clusters Score -1.344581e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -13445893.000000 Penalty: 3807.587646
	Iteration 26Q: 3 clusters Score -1.344589e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -13446008.000000 Penalty: 3807.587646
	Iteration 27Q: 3 clusters Score -1.344601e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 113528 members 
Entering Unmasked Estep 
Score: -13446038.000000 Penalty: 3807.587646
	Iteration 28Q: 3 clusters Score -1.344604e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -13446188.000000 Penalty: 3807.587646
	Iteration 29Q: 3 clusters Score -1.344619e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -13446293.000000 Penalty: 3807.587646
	Iteration 30Q: 3 clusters Score -1.344629e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -13446362.000000 Penalty: 3807.587646
	Iteration 31Q: 3 clusters Score -1.344636e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -13446460.000000 Penalty: 3807.587646
	Iteration 32Q: 3 clusters Score -1.344646e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 114950 members 
Entering Unmasked Estep 
Score: -13446502.000000 Penalty: 3807.587646
	Iteration 33Q: 3 clusters Score -1.34465e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 115199 members 
Entering Unmasked Estep 
Score: -13446570.000000 Penalty: 3807.587646
	Iteration 34Q: 3 clusters Score -1.344657e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -13446603.000000 Penalty: 3807.587646
	Iteration 35Q: 3 clusters Score -1.34466e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -13446647.000000 Penalty: 3807.587646
	Iteration 36Q: 3 clusters Score -1.344665e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -13446659.000000 Penalty: 3807.587646
	Iteration 37Q: 3 clusters Score -1.344666e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -13446669.000000 Penalty: 3807.587646
	Iteration 38Q: 3 clusters Score -1.344667e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -13446678.000000 Penalty: 3807.587646
	Iteration 39Q: 3 clusters Score -1.344668e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 116522 members 
Entering Unmasked Estep 
Score: -13446700.000000 Penalty: 3807.587646
	Iteration 40F: 3 clusters Score -1.34467e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -13446719.000000 Penalty: 3807.587646
	Iteration 41Q: 3 clusters Score -1.344672e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 116881 members 
Entering Unmasked Estep 
Score: -13446739.000000 Penalty: 3807.587646
	Iteration 42Q: 3 clusters Score -1.344674e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -13446767.000000 Penalty: 3807.587646
	Iteration 43Q: 3 clusters Score -1.344677e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -13446811.000000 Penalty: 3807.587646
	Iteration 44Q: 3 clusters Score -1.344681e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -13446835.000000 Penalty: 3807.587646
	Iteration 45Q: 3 clusters Score -1.344684e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -13446866.000000 Penalty: 3807.587646
	Iteration 46Q: 3 clusters Score -1.344687e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -13446857.000000 Penalty: 3807.587646
	Iteration 47Q: 3 clusters Score -1.344686e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 117640 members 
Entering Unmasked Estep 
Score: -13446867.000000 Penalty: 3807.587646
	Iteration 48Q: 3 clusters Score -1.344687e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -13446880.000000 Penalty: 3807.587646
	Iteration 49Q: 3 clusters Score -1.344688e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -13446911.000000 Penalty: 3807.587646
	Iteration 50Q: 3 clusters Score -1.344691e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 117921 members 
Entering Unmasked Estep 
Score: -13446907.000000 Penalty: 3807.587646
	Iteration 51Q: 3 clusters Score -1.344691e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -13446908.000000 Penalty: 3807.587646
	Iteration 52Q: 3 clusters Score -1.344691e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 118042 members 
Entering Unmasked Estep 
Score: -13446917.000000 Penalty: 3807.587646
	Iteration 53Q: 3 clusters Score -1.344692e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 118086 members 
Entering Unmasked Estep 
Score: -13446906.000000 Penalty: 3807.587646
	Iteration 54Q: 3 clusters Score -1.344691e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 118127 members 
Entering Unmasked Estep 
Score: -13446914.000000 Penalty: 3807.587646
	Iteration 55Q: 3 clusters Score -1.344691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 118171 members 
Entering Unmasked Estep 
Score: -13446941.000000 Penalty: 3807.587646
	Iteration 56Q: 3 clusters Score -1.344694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -13446959.000000 Penalty: 3807.587646
	Iteration 57Q: 3 clusters Score -1.344696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 118242 members 
Entering Unmasked Estep 
Score: -13446975.000000 Penalty: 3807.587646
	Iteration 58Q: 3 clusters Score -1.344698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -13446977.000000 Penalty: 3807.587646
	Iteration 59Q: 3 clusters Score -1.344698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 118318 members 
Entering Unmasked Estep 
Score: -13446997.000000 Penalty: 3807.587646
	Iteration 60F: 3 clusters Score -1.3447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -13447003.000000 Penalty: 3807.587646
	Iteration 61Q: 3 clusters Score -1.3447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -13446996.000000 Penalty: 3807.587646
	Iteration 62Q: 3 clusters Score -1.3447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -13447003.000000 Penalty: 3807.587646
	Iteration 63Q: 3 clusters Score -1.3447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -13446986.000000 Penalty: 3807.587646
	Iteration 64Q: 3 clusters Score -1.344699e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 118445 members 
Entering Unmasked Estep 
Score: -13446979.000000 Penalty: 3807.587646
	Iteration 65Q: 3 clusters Score -1.344698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 118473 members 
Entering Unmasked Estep 
Score: -13446994.000000 Penalty: 3807.587646
	Iteration 66Q: 3 clusters Score -1.344699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -13446991.000000 Penalty: 3807.587646
	Iteration 67Q: 3 clusters Score -1.344699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -13446991.000000 Penalty: 3807.587646
	Iteration 68Q: 3 clusters Score -1.344699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -13447001.000000 Penalty: 3807.587646
	Iteration 69Q: 3 clusters Score -1.3447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -13447001.000000 Penalty: 3807.587646
	Iteration 70Q: 3 clusters Score -1.3447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -13447005.000000 Penalty: 3807.587646
	Iteration 71Q: 3 clusters Score -1.3447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -13447019.000000 Penalty: 3807.587646
	Iteration 72Q: 3 clusters Score -1.344702e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -13447014.000000 Penalty: 3807.587646
	Iteration 73Q: 3 clusters Score -1.344701e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 118722 members 
Entering Unmasked Estep 
Score: -13447025.000000 Penalty: 3807.587646
	Iteration 74Q: 3 clusters Score -1.344702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -13447038.000000 Penalty: 3807.587646
	Iteration 75Q: 3 clusters Score -1.344704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 118788 members 
Entering Unmasked Estep 
Score: -13447046.000000 Penalty: 3807.587646
	Iteration 76Q: 3 clusters Score -1.344705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -13447030.000000 Penalty: 3807.587646
	Iteration 77Q: 3 clusters Score -1.344703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -13447033.000000 Penalty: 3807.587646
	Iteration 78Q: 3 clusters Score -1.344703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -13446992.000000 Penalty: 3807.587646
	Iteration 79Q: 3 clusters Score -1.344699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -13446991.000000 Penalty: 3807.587646
	Iteration 80F: 3 clusters Score -1.344699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -13447019.000000 Penalty: 3807.587646
	Iteration 81Q: 3 clusters Score -1.344702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 118974 members 
Entering Unmasked Estep 
Score: -13447022.000000 Penalty: 3807.587646
	Iteration 82Q: 3 clusters Score -1.344702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -13446998.000000 Penalty: 3807.587646
	Iteration 83Q: 3 clusters Score -1.3447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -13446993.000000 Penalty: 3807.587646
	Iteration 84Q: 3 clusters Score -1.344699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -13447009.000000 Penalty: 3807.587646
	Iteration 85Q: 3 clusters Score -1.344701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -13447019.000000 Penalty: 3807.587646
	Iteration 86Q: 3 clusters Score -1.344702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -13447014.000000 Penalty: 3807.587646
	Iteration 87Q: 3 clusters Score -1.344701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -13447020.000000 Penalty: 3807.587646
	Iteration 88Q: 3 clusters Score -1.344702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -13447016.000000 Penalty: 3807.587646
	Iteration 89Q: 3 clusters Score -1.344702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 119112 members 
Entering Unmasked Estep 
Score: -13447019.000000 Penalty: 3807.587646
	Iteration 90Q: 3 clusters Score -1.344702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -13447010.000000 Penalty: 3807.587646
	Iteration 91Q: 3 clusters Score -1.344701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 119128 members 
Entering Unmasked Estep 
Score: -13447012.000000 Penalty: 3807.587646
	Iteration 92Q: 3 clusters Score -1.344701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119136 members 
Entering Unmasked Estep 
Score: -13447027.000000 Penalty: 3807.587646
	Iteration 93Q: 3 clusters Score -1.344703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -13447016.000000 Penalty: 3807.587646
	Iteration 94Q: 3 clusters Score -1.344702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 119151 members 
Entering Unmasked Estep 
Score: -13447008.000000 Penalty: 3807.587646
	Iteration 95Q: 3 clusters Score -1.344701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -13447019.000000 Penalty: 3807.587646
	Iteration 96Q: 3 clusters Score -1.344702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 119170 members 
Entering Unmasked Estep 
Score: -13447017.000000 Penalty: 3807.587646
	Iteration 97Q: 3 clusters Score -1.344702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -13447038.000000 Penalty: 3807.587646
	Iteration 98Q: 3 clusters Score -1.344704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 119184 members 
Entering Unmasked Estep 
Score: -13447044.000000 Penalty: 3807.587646
	Iteration 99Q: 3 clusters Score -1.344704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -13447045.000000 Penalty: 3807.587646
	Iteration 100F: 3 clusters Score -1.344704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -13447039.000000 Penalty: 3807.587646
	Iteration 101Q: 3 clusters Score -1.344704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -13447031.000000 Penalty: 3807.587646
	Iteration 102Q: 3 clusters Score -1.344703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -13447042.000000 Penalty: 3807.587646
	Iteration 103Q: 3 clusters Score -1.344704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -13447057.000000 Penalty: 3807.587646
	Iteration 104Q: 3 clusters Score -1.344706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -13447057.000000 Penalty: 3807.587646
	Iteration 105Q: 3 clusters Score -1.344706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -13447057.000000 Penalty: 3807.587646
	Iteration 106F: 3 clusters Score -1.344706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -41058.425781 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -41058.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40085.285156 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -40085.29 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40238.808594 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -40238.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40271.937500 Penalty: 1996.162109
	Iteration 2Q: 3 clusters Score -40271.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40296.277344 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -40296.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40307.628906 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -40307.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40319.335938 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -40319.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40328.507812 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -40328.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40331.128906 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -40331.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40331.128906 Penalty: 1996.162109
	Iteration 8F: 3 clusters Score -40331.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -536573.687500 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -536573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -532750.812500 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -532750.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -533774.250000 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -533774.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -533925.375000 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -533925.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -534013.437500 Penalty: 2749.427246
	Iteration 3Q: 3 clusters Score -534013.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -534074.875000 Penalty: 2749.427246
	Iteration 4Q: 3 clusters Score -534074.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -534129.375000 Penalty: 2749.427246
	Iteration 5Q: 3 clusters Score -534129.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -534170.250000 Penalty: 2749.427246
	Iteration 6Q: 3 clusters Score -534170.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -534208.312500 Penalty: 2749.427246
	Iteration 7Q: 3 clusters Score -534208.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -534259.187500 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -534259.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -534305.125000 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -534305.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -534351.250000 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -534351.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -534395.625000 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -534395.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -534445.875000 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -534445.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -534493.750000 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -534493.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -534551.500000 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -534551.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -534608.062500 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -534608.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -534673.687500 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -534673.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -534748.500000 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -534748.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -534811.000000 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -534811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -534870.437500 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -534870.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -534932.312500 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -534932.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -534987.625000 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -534987.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -535033.000000 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -535033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -535067.437500 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -535067.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -535101.125000 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -535101.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -535137.250000 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -535137.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -535169.875000 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -535169.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -535197.812500 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -535197.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -535219.187500 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -535219.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -535237.187500 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -535237.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -535248.750000 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -535248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -535264.750000 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -535264.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -535281.562500 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -535281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -535296.750000 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -535296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -535304.250000 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -535304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -535309.625000 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -535309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -535318.812500 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -535318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -535324.750000 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -535324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -535336.312500 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -535336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -535345.937500 Penalty: 2749.427246
	Iteration 39Q: 3 clusters Score -535345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -535349.312500 Penalty: 2749.427246
	Iteration 40F: 3 clusters Score -535349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -535350.812500 Penalty: 2749.427246
	Iteration 41Q: 3 clusters Score -535350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -535349.625000 Penalty: 2749.427246
	Iteration 42Q: 3 clusters Score -535349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -535349.625000 Penalty: 2749.427246
	Iteration 43F: 3 clusters Score -535349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -308316.968750 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -308317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -305558.125000 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -305558.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -306201.625000 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -306201.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306373.531250 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -306373.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -306464.781250 Penalty: 2607.121582
	Iteration 3F: 3 clusters Score -306464.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -306526.812500 Penalty: 2607.121582
	Iteration 4Q: 3 clusters Score -306526.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -306580.625000 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -306580.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -306638.062500 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -306638.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -306706.312500 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -306706.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -306793.375000 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -306793.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -306892.250000 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -306892.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -306992.781250 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -306992.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -307093.906250 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -307093.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -307155.093750 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -307155.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -307201.312500 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -307201.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307229.281250 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -307229.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -307251.468750 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -307251.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -307271.281250 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -307271.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -307285.093750 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -307285.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -307295.968750 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -307296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -307311.468750 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -307311.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -307327.343750 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -307327.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -307336.031250 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -307336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -307343.406250 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -307343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -307349.281250 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -307349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -307358.593750 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -307358.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -307368.000000 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -307368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -307377.437500 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -307377.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -307384.843750 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -307384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -307390.750000 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -307390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -307394.937500 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -307394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -307403.062500 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -307403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -307413.843750 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -307413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -307419.218750 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -307419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -307425.406250 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -307425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -307432.937500 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -307432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -307436.687500 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -307436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -307439.562500 Penalty: 2607.121582
	Iteration 36Q: 3 clusters Score -307439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -307440.250000 Penalty: 2607.121582
	Iteration 37Q: 3 clusters Score -307440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -307440.250000 Penalty: 2607.121582
	Iteration 38F: 3 clusters Score -307440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Entering Unmasked Estep 
Score: -2557589.000000 Penalty: 1633.140503
	Iteration 0F: 2 clusters Score -2557589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2541961.750000 Penalty: 3266.281006
	Iteration 0F: 3 clusters Score -2541962 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2547489.000000 Penalty: 3266.281006
	Iteration 1F: 3 clusters Score -2547489 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2547750.250000 Penalty: 3266.281006
	Iteration 2Q: 3 clusters Score -2547750 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2547977.500000 Penalty: 3266.281006
	Iteration 3Q: 3 clusters Score -2547978 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2548247.000000 Penalty: 3266.281006
	Iteration 4Q: 3 clusters Score -2548247 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2548533.000000 Penalty: 3266.281006
	Iteration 5Q: 3 clusters Score -2548533 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2548944.000000 Penalty: 3266.281006
	Iteration 6Q: 3 clusters Score -2548944 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2549590.250000 Penalty: 3266.281006
	Iteration 7Q: 3 clusters Score -2549590 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2550538.000000 Penalty: 3266.281006
	Iteration 8F: 3 clusters Score -2550538 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2551867.000000 Penalty: 3266.281006
	Iteration 9F: 3 clusters Score -2551867 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2553390.000000 Penalty: 3266.281006
	Iteration 10F: 3 clusters Score -2553390 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2554631.500000 Penalty: 3266.281006
	Iteration 11F: 3 clusters Score -2554632 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2555410.500000 Penalty: 3266.281006
	Iteration 12Q: 3 clusters Score -2555410 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2555798.750000 Penalty: 3266.281006
	Iteration 13Q: 3 clusters Score -2555799 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2555974.500000 Penalty: 3266.281006
	Iteration 14Q: 3 clusters Score -2555974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2556064.500000 Penalty: 3266.281006
	Iteration 15Q: 3 clusters Score -2556064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2556103.500000 Penalty: 3266.281006
	Iteration 16Q: 3 clusters Score -2556104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2556123.750000 Penalty: 3266.281006
	Iteration 17Q: 3 clusters Score -2556124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2556132.250000 Penalty: 3266.281006
	Iteration 18Q: 3 clusters Score -2556132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2556135.500000 Penalty: 3266.281006
	Iteration 19Q: 3 clusters Score -2556136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2556147.250000 Penalty: 3266.281006
	Iteration 20F: 3 clusters Score -2556147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2556159.000000 Penalty: 3266.281006
	Iteration 21Q: 3 clusters Score -2556159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2556173.500000 Penalty: 3266.281006
	Iteration 22Q: 3 clusters Score -2556174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2556181.500000 Penalty: 3266.281006
	Iteration 23Q: 3 clusters Score -2556182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2556187.750000 Penalty: 3266.281006
	Iteration 24Q: 3 clusters Score -2556188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2556189.250000 Penalty: 3266.281006
	Iteration 25Q: 3 clusters Score -2556189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2556189.250000 Penalty: 3266.281006
	Iteration 26F: 3 clusters Score -2556189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -136879.140625 Penalty: 1158.901001
	Iteration 0F: 2 clusters Score -136879.1 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 603 members 
Entering Unmasked Estep 
Score: -135282.468750 Penalty: 2317.802002
	Iteration 0F: 3 clusters Score -135282.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135539.359375 Penalty: 2317.802002
	Iteration 1F: 3 clusters Score -135539.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135608.843750 Penalty: 2317.802002
	Iteration 2F: 3 clusters Score -135608.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135637.734375 Penalty: 2317.802002
	Iteration 3Q: 3 clusters Score -135637.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135663.906250 Penalty: 2317.802002
	Iteration 4Q: 3 clusters Score -135663.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135684.453125 Penalty: 2317.802002
	Iteration 5Q: 3 clusters Score -135684.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135694.890625 Penalty: 2317.802002
	Iteration 6Q: 3 clusters Score -135694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135700.312500 Penalty: 2317.802002
	Iteration 7Q: 3 clusters Score -135700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135707.406250 Penalty: 2317.802002
	Iteration 8Q: 3 clusters Score -135707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135714.546875 Penalty: 2317.802002
	Iteration 9Q: 3 clusters Score -135714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135716.000000 Penalty: 2317.802002
	Iteration 10Q: 3 clusters Score -135716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135717.796875 Penalty: 2317.802002
	Iteration 11Q: 3 clusters Score -135717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135720.421875 Penalty: 2317.802002
	Iteration 12Q: 3 clusters Score -135720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135724.312500 Penalty: 2317.802002
	Iteration 13Q: 3 clusters Score -135724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135728.171875 Penalty: 2317.802002
	Iteration 14Q: 3 clusters Score -135728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135732.546875 Penalty: 2317.802002
	Iteration 15Q: 3 clusters Score -135732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135734.859375 Penalty: 2317.802002
	Iteration 16Q: 3 clusters Score -135734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135738.562500 Penalty: 2317.802002
	Iteration 17Q: 3 clusters Score -135738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135740.843750 Penalty: 2317.802002
	Iteration 18Q: 3 clusters Score -135740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135743.218750 Penalty: 2317.802002
	Iteration 19Q: 3 clusters Score -135743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135744.734375 Penalty: 2317.802002
	Iteration 20F: 3 clusters Score -135744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135745.906250 Penalty: 2317.802002
	Iteration 21Q: 3 clusters Score -135745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135745.906250 Penalty: 2317.802002
	Iteration 22F: 3 clusters Score -135745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Entering Unmasked Estep 
Score: -4636544.000000 Penalty: 1730.630371
	Iteration 0F: 2 clusters Score -4636544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4608245.500000 Penalty: 3461.260742
	Iteration 0F: 3 clusters Score -4608246 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4619297.500000 Penalty: 3461.260742
	Iteration 1F: 3 clusters Score -4619298 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4619814.500000 Penalty: 3461.260742
	Iteration 2Q: 3 clusters Score -4619814 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4620389.500000 Penalty: 3461.260742
	Iteration 3Q: 3 clusters Score -4620390 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4621143.500000 Penalty: 3461.260742
	Iteration 4Q: 3 clusters Score -4621144 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -4622163.500000 Penalty: 3461.260742
	Iteration 5Q: 3 clusters Score -4622164 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4623576.500000 Penalty: 3461.260742
	Iteration 6F: 3 clusters Score -4623576 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4625591.500000 Penalty: 3461.260742
	Iteration 7F: 3 clusters Score -4625592 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4628033.000000 Penalty: 3461.260742
	Iteration 8F: 3 clusters Score -4628033 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4630235.000000 Penalty: 3461.260742
	Iteration 9F: 3 clusters Score -4630235 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4631835.500000 Penalty: 3461.260742
	Iteration 10Q: 3 clusters Score -4631836 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4632968.000000 Penalty: 3461.260742
	Iteration 11Q: 3 clusters Score -4632968 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4633667.000000 Penalty: 3461.260742
	Iteration 12Q: 3 clusters Score -4633667 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4634049.500000 Penalty: 3461.260742
	Iteration 13Q: 3 clusters Score -4634050 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4634275.000000 Penalty: 3461.260742
	Iteration 14Q: 3 clusters Score -4634275 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4634398.000000 Penalty: 3461.260742
	Iteration 15Q: 3 clusters Score -4634398 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4634486.000000 Penalty: 3461.260742
	Iteration 16Q: 3 clusters Score -4634486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4634565.000000 Penalty: 3461.260742
	Iteration 17Q: 3 clusters Score -4634565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4634620.500000 Penalty: 3461.260742
	Iteration 18Q: 3 clusters Score -4634620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4634650.000000 Penalty: 3461.260742
	Iteration 19Q: 3 clusters Score -4634650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4634699.500000 Penalty: 3461.260742
	Iteration 20F: 3 clusters Score -4634700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4634721.500000 Penalty: 3461.260742
	Iteration 21Q: 3 clusters Score -4634722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -4634740.000000 Penalty: 3461.260742
	Iteration 22Q: 3 clusters Score -4634740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4634754.000000 Penalty: 3461.260742
	Iteration 23Q: 3 clusters Score -4634754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4634775.000000 Penalty: 3461.260742
	Iteration 24Q: 3 clusters Score -4634775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4634788.000000 Penalty: 3461.260742
	Iteration 25Q: 3 clusters Score -4634788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4634813.000000 Penalty: 3461.260742
	Iteration 26Q: 3 clusters Score -4634813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4634828.000000 Penalty: 3461.260742
	Iteration 27Q: 3 clusters Score -4634828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -4634831.000000 Penalty: 3461.260742
	Iteration 28Q: 3 clusters Score -4634831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -4634846.500000 Penalty: 3461.260742
	Iteration 29Q: 3 clusters Score -4634846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4634856.500000 Penalty: 3461.260742
	Iteration 30Q: 3 clusters Score -4634856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4634876.500000 Penalty: 3461.260742
	Iteration 31Q: 3 clusters Score -4634876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4634888.000000 Penalty: 3461.260742
	Iteration 32Q: 3 clusters Score -4634888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -4634892.000000 Penalty: 3461.260742
	Iteration 33Q: 3 clusters Score -4634892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -4634904.000000 Penalty: 3461.260742
	Iteration 34Q: 3 clusters Score -4634904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4634913.000000 Penalty: 3461.260742
	Iteration 35Q: 3 clusters Score -4634913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4634922.000000 Penalty: 3461.260742
	Iteration 36Q: 3 clusters Score -4634922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4634928.000000 Penalty: 3461.260742
	Iteration 37Q: 3 clusters Score -4634928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4634939.500000 Penalty: 3461.260742
	Iteration 38Q: 3 clusters Score -4634940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -4634942.000000 Penalty: 3461.260742
	Iteration 39Q: 3 clusters Score -4634942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -4634939.000000 Penalty: 3461.260742
	Iteration 40F: 3 clusters Score -4634939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -4634940.500000 Penalty: 3461.260742
	Iteration 41Q: 3 clusters Score -4634940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4634941.000000 Penalty: 3461.260742
	Iteration 42Q: 3 clusters Score -4634941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -4634948.500000 Penalty: 3461.260742
	Iteration 43Q: 3 clusters Score -4634948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -4634948.000000 Penalty: 3461.260742
	Iteration 44Q: 3 clusters Score -4634948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -4634942.000000 Penalty: 3461.260742
	Iteration 45Q: 3 clusters Score -4634942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4634942.500000 Penalty: 3461.260742
	Iteration 46Q: 3 clusters Score -4634942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4634941.500000 Penalty: 3461.260742
	Iteration 47Q: 3 clusters Score -4634942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4634945.000000 Penalty: 3461.260742
	Iteration 48Q: 3 clusters Score -4634945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4634948.500000 Penalty: 3461.260742
	Iteration 49Q: 3 clusters Score -4634948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4634948.500000 Penalty: 3461.260742
	Iteration 50F: 3 clusters Score -4634948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125581 members 
Mstep: Class 5 contains 32495 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 234991 members 
Mstep: Class 9 contains 45197 members 
Mstep: Class 11 contains 158541 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122474 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 23158 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855736.000000 Penalty: 44658.785156
Iteration 119Q: 21 clusters Score -9.885574e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 24200 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125561 members 
Mstep: Class 5 contains 32489 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235012 members 
Mstep: Class 9 contains 45138 members 
Mstep: Class 11 contains 158528 members 
Mstep: Class 12 contains 26737 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122468 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 23167 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855776.000000 Penalty: 44658.785156
Iteration 120F: 21 clusters Score -9.885578e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 24512 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125532 members 
Mstep: Class 5 contains 32482 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235037 members 
Mstep: Class 9 contains 45087 members 
Mstep: Class 11 contains 158499 members 
Mstep: Class 12 contains 26489 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122470 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 23180 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855784.000000 Penalty: 44658.785156
Iteration 121Q: 21 clusters Score -9.885578e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 24831 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125509 members 
Mstep: Class 5 contains 32482 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235049 members 
Mstep: Class 9 contains 45047 members 
Mstep: Class 11 contains 158459 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122468 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 3058 members 
Mstep: Class 19 contains 23192 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855752.000000 Penalty: 44658.785156
Iteration 122Q: 21 clusters Score -9.885575e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 25144 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125500 members 
Mstep: Class 5 contains 32481 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235070 members 
Mstep: Class 9 contains 45003 members 
Mstep: Class 11 contains 158408 members 
Mstep: Class 12 contains 26017 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122472 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 4715 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 23194 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855912.000000 Penalty: 44658.785156
Iteration 123Q: 21 clusters Score -9.885591e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 25414 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125490 members 
Mstep: Class 5 contains 32479 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235079 members 
Mstep: Class 9 contains 44949 members 
Mstep: Class 11 contains 158380 members 
Mstep: Class 12 contains 25821 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122471 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 23207 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855944.000000 Penalty: 44658.785156
Iteration 124Q: 21 clusters Score -9.885594e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 25669 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125482 members 
Mstep: Class 5 contains 32474 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235089 members 
Mstep: Class 9 contains 44904 members 
Mstep: Class 11 contains 158355 members 
Mstep: Class 12 contains 25643 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122465 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 23216 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855912.000000 Penalty: 44658.785156
Iteration 125Q: 21 clusters Score -9.885591e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 25893 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125481 members 
Mstep: Class 5 contains 32470 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235095 members 
Mstep: Class 9 contains 44870 members 
Mstep: Class 11 contains 158314 members 
Mstep: Class 12 contains 25479 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122460 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 3072 members 
Mstep: Class 19 contains 23223 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855928.000000 Penalty: 44658.785156
Iteration 126Q: 21 clusters Score -9.885593e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 26110 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125477 members 
Mstep: Class 5 contains 32453 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 235101 members 
Mstep: Class 9 contains 44837 members 
Mstep: Class 11 contains 158287 members 
Mstep: Class 12 contains 25344 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122463 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 23229 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856072.000000 Penalty: 44658.785156
Iteration 127Q: 21 clusters Score -9.885607e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 26335 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125464 members 
Mstep: Class 5 contains 32448 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235119 members 
Mstep: Class 9 contains 44809 members 
Mstep: Class 11 contains 158245 members 
Mstep: Class 12 contains 25206 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122456 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 19 contains 23233 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856112.000000 Penalty: 44658.785156
Iteration 128Q: 21 clusters Score -9.885611e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 26559 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125446 members 
Mstep: Class 5 contains 32439 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235144 members 
Mstep: Class 9 contains 44771 members 
Mstep: Class 11 contains 158208 members 
Mstep: Class 12 contains 25059 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122462 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 23239 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856088.000000 Penalty: 44658.785156
Iteration 129Q: 21 clusters Score -9.885609e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 26765 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125420 members 
Mstep: Class 5 contains 32434 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235178 members 
Mstep: Class 9 contains 44734 members 
Mstep: Class 11 contains 158180 members 
Mstep: Class 12 contains 24930 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122456 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 23246 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856168.000000 Penalty: 44658.785156
Iteration 130Q: 21 clusters Score -9.885617e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 26960 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125392 members 
Mstep: Class 5 contains 32437 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235188 members 
Mstep: Class 9 contains 44710 members 
Mstep: Class 11 contains 158151 members 
Mstep: Class 12 contains 24824 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 23250 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856176.000000 Penalty: 44658.785156
Iteration 131Q: 21 clusters Score -9.885618e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 27156 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 125368 members 
Mstep: Class 5 contains 32441 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235188 members 
Mstep: Class 9 contains 44685 members 
Mstep: Class 11 contains 158124 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122452 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 23256 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856280.000000 Penalty: 44658.785156
Iteration 132Q: 21 clusters Score -9.885628e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 125348 members 
Mstep: Class 5 contains 32441 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235173 members 
Mstep: Class 9 contains 44660 members 
Mstep: Class 11 contains 158111 members 
Mstep: Class 12 contains 24634 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122453 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 23257 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856192.000000 Penalty: 44658.785156
Iteration 133Q: 21 clusters Score -9.885619e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 27510 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 125328 members 
Mstep: Class 5 contains 32435 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235171 members 
Mstep: Class 9 contains 44639 members 
Mstep: Class 11 contains 158087 members 
Mstep: Class 12 contains 24542 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 23261 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856136.000000 Penalty: 44658.785156
Iteration 134Q: 21 clusters Score -9.885614e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 27670 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 125310 members 
Mstep: Class 5 contains 32426 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235162 members 
Mstep: Class 9 contains 44620 members 
Mstep: Class 11 contains 158068 members 
Mstep: Class 12 contains 24452 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122452 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 3097 members 
Mstep: Class 19 contains 23265 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856200.000000 Penalty: 44658.785156
Iteration 135Q: 21 clusters Score -9.88562e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 125301 members 
Mstep: Class 5 contains 32419 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235166 members 
Mstep: Class 9 contains 44598 members 
Mstep: Class 11 contains 158037 members 
Mstep: Class 12 contains 24376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122456 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 3098 members 
Mstep: Class 19 contains 23269 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856176.000000 Penalty: 44658.785156
Iteration 136Q: 21 clusters Score -9.885618e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 27930 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 125280 members 
Mstep: Class 5 contains 32416 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235170 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 11 contains 158015 members 
Mstep: Class 12 contains 24321 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122457 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4709 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 23275 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856128.000000 Penalty: 44658.785156
Iteration 137Q: 21 clusters Score -9.885613e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 125267 members 
Mstep: Class 5 contains 32416 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235172 members 
Mstep: Class 9 contains 44569 members 
Mstep: Class 11 contains 157993 members 
Mstep: Class 12 contains 24261 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122458 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 23278 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856024.000000 Penalty: 44658.785156
Iteration 138Q: 21 clusters Score -9.885602e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 28141 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125266 members 
Mstep: Class 5 contains 32416 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 235146 members 
Mstep: Class 9 contains 44564 members 
Mstep: Class 11 contains 157974 members 
Mstep: Class 12 contains 24210 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122462 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 23281 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856272.000000 Penalty: 44658.785156
Iteration 139Q: 21 clusters Score -9.885627e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 28238 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125262 members 
Mstep: Class 5 contains 32410 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235120 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 11 contains 157961 members 
Mstep: Class 12 contains 24154 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122468 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 23290 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856256.000000 Penalty: 44658.785156
Iteration 140F: 21 clusters Score -9.885626e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 28321 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125269 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235117 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 11 contains 157944 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122477 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 23295 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856240.000000 Penalty: 44658.785156
Iteration 141Q: 21 clusters Score -9.885624e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 28397 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125267 members 
Mstep: Class 5 contains 32405 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235097 members 
Mstep: Class 9 contains 44542 members 
Mstep: Class 11 contains 157945 members 
Mstep: Class 12 contains 24018 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122485 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 23300 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856264.000000 Penalty: 44658.785156
Iteration 142Q: 21 clusters Score -9.885626e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125273 members 
Mstep: Class 5 contains 32404 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235094 members 
Mstep: Class 9 contains 44532 members 
Mstep: Class 11 contains 157933 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122491 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23304 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856400.000000 Penalty: 44658.785156
Iteration 143Q: 21 clusters Score -9.88564e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 28558 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125276 members 
Mstep: Class 5 contains 32402 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235091 members 
Mstep: Class 9 contains 44525 members 
Mstep: Class 11 contains 157930 members 
Mstep: Class 12 contains 23872 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122491 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23308 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856384.000000 Penalty: 44658.785156
Iteration 144Q: 21 clusters Score -9.885638e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 28627 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125279 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235078 members 
Mstep: Class 9 contains 44523 members 
Mstep: Class 11 contains 157920 members 
Mstep: Class 12 contains 23818 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122493 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23309 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856360.000000 Penalty: 44658.785156
Iteration 145Q: 21 clusters Score -9.885636e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 28690 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125278 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235063 members 
Mstep: Class 9 contains 44519 members 
Mstep: Class 11 contains 157917 members 
Mstep: Class 12 contains 23768 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122501 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23313 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 42276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856392.000000 Penalty: 44658.785156
Iteration 146Q: 21 clusters Score -9.885639e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125271 members 
Mstep: Class 5 contains 32396 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235056 members 
Mstep: Class 9 contains 44516 members 
Mstep: Class 11 contains 157907 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122500 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23315 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 42281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856408.000000 Penalty: 44658.785156
Iteration 147Q: 21 clusters Score -9.885641e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 28828 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125264 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235041 members 
Mstep: Class 9 contains 44515 members 
Mstep: Class 11 contains 157891 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122504 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23318 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 42285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856520.000000 Penalty: 44658.785156
Iteration 148Q: 21 clusters Score -9.885652e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 28888 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125263 members 
Mstep: Class 5 contains 32398 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235034 members 
Mstep: Class 9 contains 44514 members 
Mstep: Class 11 contains 157874 members 
Mstep: Class 12 contains 23659 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122506 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 23323 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 42286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856520.000000 Penalty: 44658.785156
Iteration 149Q: 21 clusters Score -9.885652e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 28945 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125261 members 
Mstep: Class 5 contains 32399 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235031 members 
Mstep: Class 9 contains 44509 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 23618 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122514 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 23323 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856528.000000 Penalty: 44658.785156
Iteration 150Q: 21 clusters Score -9.885653e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 28987 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125256 members 
Mstep: Class 5 contains 32403 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235028 members 
Mstep: Class 9 contains 44506 members 
Mstep: Class 11 contains 157856 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122519 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23328 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856496.000000 Penalty: 44658.785156
Iteration 151Q: 21 clusters Score -9.88565e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 29044 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125254 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 235013 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 11 contains 157853 members 
Mstep: Class 12 contains 23549 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122521 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856552.000000 Penalty: 44658.785156
Iteration 152Q: 21 clusters Score -9.885655e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 29097 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125244 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234988 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 11 contains 157842 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122526 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23333 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856528.000000 Penalty: 44658.785156
Iteration 153Q: 21 clusters Score -9.885653e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 29147 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125240 members 
Mstep: Class 5 contains 32410 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234973 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 11 contains 157834 members 
Mstep: Class 12 contains 23518 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122524 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23334 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856584.000000 Penalty: 44658.785156
Iteration 154Q: 21 clusters Score -9.885658e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 29191 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125237 members 
Mstep: Class 5 contains 32410 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234948 members 
Mstep: Class 9 contains 44493 members 
Mstep: Class 11 contains 157826 members 
Mstep: Class 12 contains 23503 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122529 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23335 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856520.000000 Penalty: 44658.785156
Iteration 155Q: 21 clusters Score -9.885652e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 29229 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 125232 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234939 members 
Mstep: Class 9 contains 44486 members 
Mstep: Class 11 contains 157812 members 
Mstep: Class 12 contains 23492 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122532 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23336 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856448.000000 Penalty: 44658.785156
Iteration 156Q: 21 clusters Score -9.885645e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 29256 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125230 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234924 members 
Mstep: Class 9 contains 44480 members 
Mstep: Class 11 contains 157811 members 
Mstep: Class 12 contains 23482 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122534 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856504.000000 Penalty: 44658.785156
Iteration 157Q: 21 clusters Score -9.88565e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 29273 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125231 members 
Mstep: Class 5 contains 32410 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234908 members 
Mstep: Class 9 contains 44476 members 
Mstep: Class 11 contains 157805 members 
Mstep: Class 12 contains 23477 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122538 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856480.000000 Penalty: 44658.785156
Iteration 158Q: 21 clusters Score -9.885648e+07 nChanged 80
Entering ConstructFrom: 
Score: -98856480.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (68979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Entering Unmasked Estep 
Score: -7558636.000000 Penalty: 1810.503174
	Iteration 0F: 2 clusters Score -7558636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7512707.000000 Penalty: 3621.006348
	Iteration 0F: 3 clusters Score -7512707 nChanged 32638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -7531830.500000 Penalty: 3621.006348
	Iteration 1F: 3 clusters Score -7531830 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -7533020.500000 Penalty: 3621.006348
	Iteration 2Q: 3 clusters Score -7533020 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -7534567.500000 Penalty: 3621.006348
	Iteration 3Q: 3 clusters Score -7534568 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -7536592.000000 Penalty: 3621.006348
	Iteration 4F: 3 clusters Score -7536592 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -7538965.000000 Penalty: 3621.006348
	Iteration 5F: 3 clusters Score -7538965 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -7541576.000000 Penalty: 3621.006348
	Iteration 6F: 3 clusters Score -7541576 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -7544355.500000 Penalty: 3621.006348
	Iteration 7F: 3 clusters Score -7544356 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -7546765.500000 Penalty: 3621.006348
	Iteration 8F: 3 clusters Score -7546766 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -7548091.000000 Penalty: 3621.006348
	Iteration 9Q: 3 clusters Score -7548091 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -7548694.500000 Penalty: 3621.006348
	Iteration 10Q: 3 clusters Score -7548694 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -7549008.500000 Penalty: 3621.006348
	Iteration 11Q: 3 clusters Score -7549008 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -7549249.500000 Penalty: 3621.006348
	Iteration 12Q: 3 clusters Score -7549250 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -7549469.500000 Penalty: 3621.006348
	Iteration 13Q: 3 clusters Score -7549470 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -7549639.500000 Penalty: 3621.006348
	Iteration 14Q: 3 clusters Score -7549640 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -7549777.500000 Penalty: 3621.006348
	Iteration 15Q: 3 clusters Score -7549778 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -7550003.000000 Penalty: 3621.006348
	Iteration 16Q: 3 clusters Score -7550003 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -7550192.500000 Penalty: 3621.006348
	Iteration 17Q: 3 clusters Score -7550192 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -7550435.500000 Penalty: 3621.006348
	Iteration 18Q: 3 clusters Score -7550436 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -7550641.500000 Penalty: 3621.006348
	Iteration 19Q: 3 clusters Score -7550642 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -7550814.000000 Penalty: 3621.006348
	Iteration 20F: 3 clusters Score -7550814 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -7550995.000000 Penalty: 3621.006348
	Iteration 21Q: 3 clusters Score -7550995 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -7551138.000000 Penalty: 3621.006348
	Iteration 22Q: 3 clusters Score -7551138 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -7551323.500000 Penalty: 3621.006348
	Iteration 23Q: 3 clusters Score -7551324 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -7551470.500000 Penalty: 3621.006348
	Iteration 24Q: 3 clusters Score -7551470 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -7551574.500000 Penalty: 3621.006348
	Iteration 25Q: 3 clusters Score -7551574 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -7551736.500000 Penalty: 3621.006348
	Iteration 26Q: 3 clusters Score -7551736 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -7551891.500000 Penalty: 3621.006348
	Iteration 27Q: 3 clusters Score -7551892 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -7552061.000000 Penalty: 3621.006348
	Iteration 28Q: 3 clusters Score -7552061 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -7552178.000000 Penalty: 3621.006348
	Iteration 29Q: 3 clusters Score -7552178 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -7552238.500000 Penalty: 3621.006348
	Iteration 30Q: 3 clusters Score -7552238 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -7552407.000000 Penalty: 3621.006348
	Iteration 31Q: 3 clusters Score -7552407 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -7552535.000000 Penalty: 3621.006348
	Iteration 32Q: 3 clusters Score -7552535 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -7552673.000000 Penalty: 3621.006348
	Iteration 33Q: 3 clusters Score -7552673 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -7552842.000000 Penalty: 3621.006348
	Iteration 34Q: 3 clusters Score -7552842 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7552992.500000 Penalty: 3621.006348
	Iteration 35Q: 3 clusters Score -7552992 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -7553176.000000 Penalty: 3621.006348
	Iteration 36Q: 3 clusters Score -7553176 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -7553299.000000 Penalty: 3621.006348
	Iteration 37Q: 3 clusters Score -7553299 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -7553454.500000 Penalty: 3621.006348
	Iteration 38Q: 3 clusters Score -7553454 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -7553626.000000 Penalty: 3621.006348
	Iteration 39Q: 3 clusters Score -7553626 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -7553800.500000 Penalty: 3621.006348
	Iteration 40F: 3 clusters Score -7553800 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -7553966.500000 Penalty: 3621.006348
	Iteration 41Q: 3 clusters Score -7553966 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -7554154.000000 Penalty: 3621.006348
	Iteration 42Q: 3 clusters Score -7554154 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -7554345.500000 Penalty: 3621.006348
	Iteration 43Q: 3 clusters Score -7554346 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -7554550.000000 Penalty: 3621.006348
	Iteration 44Q: 3 clusters Score -7554550 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -7554742.000000 Penalty: 3621.006348
	Iteration 45Q: 3 clusters Score -7554742 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -7554884.500000 Penalty: 3621.006348
	Iteration 46Q: 3 clusters Score -7554884 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -7555061.000000 Penalty: 3621.006348
	Iteration 47Q: 3 clusters Score -7555061 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -7555234.000000 Penalty: 3621.006348
	Iteration 48Q: 3 clusters Score -7555234 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -7555401.500000 Penalty: 3621.006348
	Iteration 49Q: 3 clusters Score -7555402 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -7555615.000000 Penalty: 3621.006348
	Iteration 50Q: 3 clusters Score -7555615 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -7555789.500000 Penalty: 3621.006348
	Iteration 51Q: 3 clusters Score -7555790 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -7555934.500000 Penalty: 3621.006348
	Iteration 52Q: 3 clusters Score -7555934 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -7556098.500000 Penalty: 3621.006348
	Iteration 53Q: 3 clusters Score -7556098 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -7556243.500000 Penalty: 3621.006348
	Iteration 54Q: 3 clusters Score -7556244 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -7556361.500000 Penalty: 3621.006348
	Iteration 55Q: 3 clusters Score -7556362 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -7556442.500000 Penalty: 3621.006348
	Iteration 56Q: 3 clusters Score -7556442 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -7556507.000000 Penalty: 3621.006348
	Iteration 57Q: 3 clusters Score -7556507 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -7556581.500000 Penalty: 3621.006348
	Iteration 58Q: 3 clusters Score -7556582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -7556638.000000 Penalty: 3621.006348
	Iteration 59Q: 3 clusters Score -7556638 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7556693.500000 Penalty: 3621.006348
	Iteration 60F: 3 clusters Score -7556694 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -7556811.500000 Penalty: 3621.006348
	Iteration 61Q: 3 clusters Score -7556812 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -7556865.000000 Penalty: 3621.006348
	Iteration 62Q: 3 clusters Score -7556865 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -7556908.500000 Penalty: 3621.006348
	Iteration 63Q: 3 clusters Score -7556908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -7556933.500000 Penalty: 3621.006348
	Iteration 64Q: 3 clusters Score -7556934 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -7556974.000000 Penalty: 3621.006348
	Iteration 65Q: 3 clusters Score -7556974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -7556997.000000 Penalty: 3621.006348
	Iteration 66Q: 3 clusters Score -7556997 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -7557009.500000 Penalty: 3621.006348
	Iteration 67Q: 3 clusters Score -7557010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -7557037.000000 Penalty: 3621.006348
	Iteration 68Q: 3 clusters Score -7557037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -7557080.000000 Penalty: 3621.006348
	Iteration 69Q: 3 clusters Score -7557080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -7557091.500000 Penalty: 3621.006348
	Iteration 70Q: 3 clusters Score -7557092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -7557099.000000 Penalty: 3621.006348
	Iteration 71Q: 3 clusters Score -7557099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -7557103.500000 Penalty: 3621.006348
	Iteration 72Q: 3 clusters Score -7557104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -7557123.500000 Penalty: 3621.006348
	Iteration 73Q: 3 clusters Score -7557124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -7557159.500000 Penalty: 3621.006348
	Iteration 74Q: 3 clusters Score -7557160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -7557170.000000 Penalty: 3621.006348
	Iteration 75Q: 3 clusters Score -7557170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -7557178.000000 Penalty: 3621.006348
	Iteration 76Q: 3 clusters Score -7557178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -7557197.000000 Penalty: 3621.006348
	Iteration 77Q: 3 clusters Score -7557197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -7557190.500000 Penalty: 3621.006348
	Iteration 78Q: 3 clusters Score -7557190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -7557207.500000 Penalty: 3621.006348
	Iteration 79Q: 3 clusters Score -7557208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -7557220.500000 Penalty: 3621.006348
	Iteration 80F: 3 clusters Score -7557220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -7557228.000000 Penalty: 3621.006348
	Iteration 81Q: 3 clusters Score -7557228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -7557228.500000 Penalty: 3621.006348
	Iteration 82Q: 3 clusters Score -7557228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -7557241.500000 Penalty: 3621.006348
	Iteration 83Q: 3 clusters Score -7557242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -7557246.000000 Penalty: 3621.006348
	Iteration 84Q: 3 clusters Score -7557246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -7557248.000000 Penalty: 3621.006348
	Iteration 85Q: 3 clusters Score -7557248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -7557257.500000 Penalty: 3621.006348
	Iteration 86Q: 3 clusters Score -7557258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -7557250.000000 Penalty: 3621.006348
	Iteration 87Q: 3 clusters Score -7557250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -7557256.500000 Penalty: 3621.006348
	Iteration 88Q: 3 clusters Score -7557256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -7557259.500000 Penalty: 3621.006348
	Iteration 89Q: 3 clusters Score -7557260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -7557263.000000 Penalty: 3621.006348
	Iteration 90Q: 3 clusters Score -7557263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -7557266.500000 Penalty: 3621.006348
	Iteration 91Q: 3 clusters Score -7557266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -7557266.500000 Penalty: 3621.006348
	Iteration 92Q: 3 clusters Score -7557266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -7557266.000000 Penalty: 3621.006348
	Iteration 93Q: 3 clusters Score -7557266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -7557270.500000 Penalty: 3621.006348
	Iteration 94Q: 3 clusters Score -7557270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -7557274.500000 Penalty: 3621.006348
	Iteration 95Q: 3 clusters Score -7557274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -7557265.000000 Penalty: 3621.006348
	Iteration 96Q: 3 clusters Score -7557265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -7557266.500000 Penalty: 3621.006348
	Iteration 97Q: 3 clusters Score -7557266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -7557275.500000 Penalty: 3621.006348
	Iteration 98Q: 3 clusters Score -7557276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -7557265.500000 Penalty: 3621.006348
	Iteration 99Q: 3 clusters Score -7557266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -7557280.000000 Penalty: 3621.006348
	Iteration 100F: 3 clusters Score -7557280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -7557277.000000 Penalty: 3621.006348
	Iteration 101Q: 3 clusters Score -7557277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -7557277.000000 Penalty: 3621.006348
	Iteration 102Q: 3 clusters Score -7557277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -7557282.000000 Penalty: 3621.006348
	Iteration 103Q: 3 clusters Score -7557282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -7557288.000000 Penalty: 3621.006348
	Iteration 104Q: 3 clusters Score -7557288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -7557278.500000 Penalty: 3621.006348
	Iteration 105Q: 3 clusters Score -7557278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -7557284.500000 Penalty: 3621.006348
	Iteration 106Q: 3 clusters Score -7557284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -7557283.500000 Penalty: 3621.006348
	Iteration 107Q: 3 clusters Score -7557284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -7557286.000000 Penalty: 3621.006348
	Iteration 108Q: 3 clusters Score -7557286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -7557286.500000 Penalty: 3621.006348
	Iteration 109Q: 3 clusters Score -7557286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -7557287.000000 Penalty: 3621.006348
	Iteration 110Q: 3 clusters Score -7557287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -7557287.000000 Penalty: 3621.006348
	Iteration 111F: 3 clusters Score -7557287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Entering Unmasked Estep 
Score: -3227718.250000 Penalty: 1671.329346
	Iteration 0F: 2 clusters Score -3227718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3207855.000000 Penalty: 3342.658691
	Iteration 0F: 3 clusters Score -3207855 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3215384.500000 Penalty: 3342.658691
	Iteration 1F: 3 clusters Score -3215384 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3215887.500000 Penalty: 3342.658691
	Iteration 2Q: 3 clusters Score -3215888 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3216538.000000 Penalty: 3342.658691
	Iteration 3Q: 3 clusters Score -3216538 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3217588.250000 Penalty: 3342.658691
	Iteration 4F: 3 clusters Score -3217588 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3219264.750000 Penalty: 3342.658691
	Iteration 5F: 3 clusters Score -3219265 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3221501.250000 Penalty: 3342.658691
	Iteration 6F: 3 clusters Score -3221501 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3223736.000000 Penalty: 3342.658691
	Iteration 7F: 3 clusters Score -3223736 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3225145.250000 Penalty: 3342.658691
	Iteration 8Q: 3 clusters Score -3225145 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3225900.500000 Penalty: 3342.658691
	Iteration 9Q: 3 clusters Score -3225900 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3226268.500000 Penalty: 3342.658691
	Iteration 10Q: 3 clusters Score -3226268 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3226459.500000 Penalty: 3342.658691
	Iteration 11Q: 3 clusters Score -3226460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3226527.250000 Penalty: 3342.658691
	Iteration 12Q: 3 clusters Score -3226527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3226570.000000 Penalty: 3342.658691
	Iteration 13Q: 3 clusters Score -3226570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3226600.000000 Penalty: 3342.658691
	Iteration 14Q: 3 clusters Score -3226600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3226606.250000 Penalty: 3342.658691
	Iteration 15Q: 3 clusters Score -3226606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3226611.750000 Penalty: 3342.658691
	Iteration 16Q: 3 clusters Score -3226612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3226619.000000 Penalty: 3342.658691
	Iteration 17Q: 3 clusters Score -3226619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3226624.000000 Penalty: 3342.658691
	Iteration 18Q: 3 clusters Score -3226624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3226623.750000 Penalty: 3342.658691
	Iteration 19Q: 3 clusters Score -3226624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3226623.750000 Penalty: 3342.658691
	Iteration 20F: 3 clusters Score -3226624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -329952.156250 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -329952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -327322.375000 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -327322.4 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -328417.031250 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -328417 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -328727.062500 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -328727.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -328996.968750 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -328997 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -329213.562500 Penalty: 2608.717773
	Iteration 4F: 3 clusters Score -329213.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -329414.906250 Penalty: 2608.717773
	Iteration 5F: 3 clusters Score -329414.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -329595.875000 Penalty: 2608.717773
	Iteration 6F: 3 clusters Score -329595.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -329717.750000 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -329717.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -329814.937500 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -329814.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -329875.937500 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -329875.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -329917.218750 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -329917.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -329955.562500 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -329955.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -329979.593750 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -329979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -329999.593750 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -329999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -330013.718750 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -330013.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -330021.656250 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -330021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -330026.281250 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -330026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -330032.468750 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -330032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -330038.437500 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -330038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -330041.843750 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -330041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -330042.343750 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -330042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 29293 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 125230 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234904 members 
Mstep: Class 9 contains 44469 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 157795 members 
Mstep: Class 12 contains 23470 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122543 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42336 members 
Entering Unmasked Estep 
Score: -98855680.000000 Penalty: 46891.722656
Splitting cluster 3 changes total score from -98856480.000000 to -98855680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (125230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125230 members 
Entering Unmasked Estep 
Score: -13704168.000000 Penalty: 1907.409912
	Iteration 0F: 2 clusters Score -1.370417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -13620547.000000 Penalty: 3814.819824
	Iteration 0F: 3 clusters Score -1.362055e+07 nChanged 59849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -13654986.000000 Penalty: 3814.819824
	Iteration 1F: 3 clusters Score -1.365499e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -13655677.000000 Penalty: 3814.819824
	Iteration 2Q: 3 clusters Score -1.365568e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -13656500.000000 Penalty: 3814.819824
	Iteration 3Q: 3 clusters Score -1.36565e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -13657625.000000 Penalty: 3814.819824
	Iteration 4Q: 3 clusters Score -1.365762e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -13659357.000000 Penalty: 3814.819824
	Iteration 5Q: 3 clusters Score -1.365936e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -13661403.000000 Penalty: 3814.819824
	Iteration 6Q: 3 clusters Score -1.36614e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -13663677.000000 Penalty: 3814.819824
	Iteration 7Q: 3 clusters Score -1.366368e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -13666391.000000 Penalty: 3814.819824
	Iteration 8Q: 3 clusters Score -1.366639e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -13669738.000000 Penalty: 3814.819824
	Iteration 9F: 3 clusters Score -1.366974e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -13673818.000000 Penalty: 3814.819824
	Iteration 10F: 3 clusters Score -1.367382e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -13678764.000000 Penalty: 3814.819824
	Iteration 11F: 3 clusters Score -1.367876e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -13683417.000000 Penalty: 3814.819824
	Iteration 12F: 3 clusters Score -1.368342e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -13686637.000000 Penalty: 3814.819824
	Iteration 13Q: 3 clusters Score -1.368664e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -13687923.000000 Penalty: 3814.819824
	Iteration 14Q: 3 clusters Score -1.368792e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -13688526.000000 Penalty: 3814.819824
	Iteration 15Q: 3 clusters Score -1.368853e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -13688872.000000 Penalty: 3814.819824
	Iteration 16Q: 3 clusters Score -1.368887e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -13689133.000000 Penalty: 3814.819824
	Iteration 17Q: 3 clusters Score -1.368913e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -13689372.000000 Penalty: 3814.819824
	Iteration 18Q: 3 clusters Score -1.368937e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -13689575.000000 Penalty: 3814.819824
	Iteration 19Q: 3 clusters Score -1.368958e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -13689775.000000 Penalty: 3814.819824
	Iteration 20F: 3 clusters Score -1.368978e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -13690039.000000 Penalty: 3814.819824
	Iteration 21Q: 3 clusters Score -1.369004e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -13690154.000000 Penalty: 3814.819824
	Iteration 22Q: 3 clusters Score -1.369015e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -13690266.000000 Penalty: 3814.819824
	Iteration 23Q: 3 clusters Score -1.369027e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -13690413.000000 Penalty: 3814.819824
	Iteration 24Q: 3 clusters Score -1.369041e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -13690555.000000 Penalty: 3814.819824
	Iteration 25Q: 3 clusters Score -1.369056e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -13690681.000000 Penalty: 3814.819824
	Iteration 26Q: 3 clusters Score -1.369068e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -13690827.000000 Penalty: 3814.819824
	Iteration 27Q: 3 clusters Score -1.369083e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -13691010.000000 Penalty: 3814.819824
	Iteration 28Q: 3 clusters Score -1.369101e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -13691078.000000 Penalty: 3814.819824
	Iteration 29Q: 3 clusters Score -1.369108e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -13691278.000000 Penalty: 3814.819824
	Iteration 30Q: 3 clusters Score -1.369128e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -13691429.000000 Penalty: 3814.819824
	Iteration 31Q: 3 clusters Score -1.369143e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -13691565.000000 Penalty: 3814.819824
	Iteration 32Q: 3 clusters Score -1.369156e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -13691804.000000 Penalty: 3814.819824
	Iteration 33Q: 3 clusters Score -1.36918e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -13692079.000000 Penalty: 3814.819824
	Iteration 34Q: 3 clusters Score -1.369208e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -13692275.000000 Penalty: 3814.819824
	Iteration 35Q: 3 clusters Score -1.369228e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -13692489.000000 Penalty: 3814.819824
	Iteration 36Q: 3 clusters Score -1.369249e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -13692714.000000 Penalty: 3814.819824
	Iteration 37Q: 3 clusters Score -1.369271e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -13692927.000000 Penalty: 3814.819824
	Iteration 38Q: 3 clusters Score -1.369293e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -13693172.000000 Penalty: 3814.819824
	Iteration 39Q: 3 clusters Score -1.369317e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -13693291.000000 Penalty: 3814.819824
	Iteration 40F: 3 clusters Score -1.369329e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -13693630.000000 Penalty: 3814.819824
	Iteration 41Q: 3 clusters Score -1.369363e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -13693951.000000 Penalty: 3814.819824
	Iteration 42Q: 3 clusters Score -1.369395e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -13694325.000000 Penalty: 3814.819824
	Iteration 43Q: 3 clusters Score -1.369432e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -13694656.000000 Penalty: 3814.819824
	Iteration 44Q: 3 clusters Score -1.369466e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -13694942.000000 Penalty: 3814.819824
	Iteration 45Q: 3 clusters Score -1.369494e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -13695311.000000 Penalty: 3814.819824
	Iteration 46Q: 3 clusters Score -1.369531e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -13695822.000000 Penalty: 3814.819824
	Iteration 47Q: 3 clusters Score -1.369582e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -13696385.000000 Penalty: 3814.819824
	Iteration 48Q: 3 clusters Score -1.369638e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -13696892.000000 Penalty: 3814.819824
	Iteration 49Q: 3 clusters Score -1.369689e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -13697381.000000 Penalty: 3814.819824
	Iteration 50Q: 3 clusters Score -1.369738e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -13697899.000000 Penalty: 3814.819824
	Iteration 51Q: 3 clusters Score -1.36979e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -13698411.000000 Penalty: 3814.819824
	Iteration 52Q: 3 clusters Score -1.369841e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -13698815.000000 Penalty: 3814.819824
	Iteration 53Q: 3 clusters Score -1.369882e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -13699194.000000 Penalty: 3814.819824
	Iteration 54Q: 3 clusters Score -1.369919e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111099 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -13699620.000000 Penalty: 3814.819824
	Iteration 55Q: 3 clusters Score -1.369962e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -13700119.000000 Penalty: 3814.819824
	Iteration 56Q: 3 clusters Score -1.370012e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -13700519.000000 Penalty: 3814.819824
	Iteration 57Q: 3 clusters Score -1.370052e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -13700848.000000 Penalty: 3814.819824
	Iteration 58Q: 3 clusters Score -1.370085e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -13701203.000000 Penalty: 3814.819824
	Iteration 59Q: 3 clusters Score -1.37012e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -13701563.000000 Penalty: 3814.819824
	Iteration 60F: 3 clusters Score -1.370156e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116640 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -13701839.000000 Penalty: 3814.819824
	Iteration 61Q: 3 clusters Score -1.370184e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -13702094.000000 Penalty: 3814.819824
	Iteration 62Q: 3 clusters Score -1.370209e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117822 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -13702274.000000 Penalty: 3814.819824
	Iteration 63Q: 3 clusters Score -1.370227e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -13702400.000000 Penalty: 3814.819824
	Iteration 64Q: 3 clusters Score -1.37024e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118739 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -13702599.000000 Penalty: 3814.819824
	Iteration 65Q: 3 clusters Score -1.37026e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -13702694.000000 Penalty: 3814.819824
	Iteration 66Q: 3 clusters Score -1.370269e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -13702867.000000 Penalty: 3814.819824
	Iteration 67Q: 3 clusters Score -1.370287e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -13702979.000000 Penalty: 3814.819824
	Iteration 68Q: 3 clusters Score -1.370298e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120106 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -13703053.000000 Penalty: 3814.819824
	Iteration 69Q: 3 clusters Score -1.370305e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -13703066.000000 Penalty: 3814.819824
	Iteration 70Q: 3 clusters Score -1.370307e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120516 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -13703137.000000 Penalty: 3814.819824
	Iteration 71Q: 3 clusters Score -1.370314e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120682 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -13703133.000000 Penalty: 3814.819824
	Iteration 72Q: 3 clusters Score -1.370313e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -13703174.000000 Penalty: 3814.819824
	Iteration 73Q: 3 clusters Score -1.370317e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -13703187.000000 Penalty: 3814.819824
	Iteration 74Q: 3 clusters Score -1.370319e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121074 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -13703237.000000 Penalty: 3814.819824
	Iteration 75Q: 3 clusters Score -1.370324e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -13703238.000000 Penalty: 3814.819824
	Iteration 76Q: 3 clusters Score -1.370324e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -13703263.000000 Penalty: 3814.819824
	Iteration 77Q: 3 clusters Score -1.370326e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13703259.000000 Penalty: 3814.819824
	Iteration 78Q: 3 clusters Score -1.370326e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -13703312.000000 Penalty: 3814.819824
	Iteration 79Q: 3 clusters Score -1.370331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -13703322.000000 Penalty: 3814.819824
	Iteration 80F: 3 clusters Score -1.370332e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121527 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13703353.000000 Penalty: 3814.819824
	Iteration 81Q: 3 clusters Score -1.370335e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121580 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -13703370.000000 Penalty: 3814.819824
	Iteration 82Q: 3 clusters Score -1.370337e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -13703372.000000 Penalty: 3814.819824
	Iteration 83Q: 3 clusters Score -1.370337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121679 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -13703390.000000 Penalty: 3814.819824
	Iteration 84Q: 3 clusters Score -1.370339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121716 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -13703392.000000 Penalty: 3814.819824
	Iteration 85Q: 3 clusters Score -1.370339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121751 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -13703388.000000 Penalty: 3814.819824
	Iteration 86Q: 3 clusters Score -1.370339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13703401.000000 Penalty: 3814.819824
	Iteration 87Q: 3 clusters Score -1.37034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121806 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -13703399.000000 Penalty: 3814.819824
	Iteration 88Q: 3 clusters Score -1.37034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -13703397.000000 Penalty: 3814.819824
	Iteration 89Q: 3 clusters Score -1.37034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -13703410.000000 Penalty: 3814.819824
	Iteration 90Q: 3 clusters Score -1.370341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -13703408.000000 Penalty: 3814.819824
	Iteration 91Q: 3 clusters Score -1.370341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121862 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -13703417.000000 Penalty: 3814.819824
	Iteration 92Q: 3 clusters Score -1.370342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121869 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -13703419.000000 Penalty: 3814.819824
	Iteration 93Q: 3 clusters Score -1.370342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -13703410.000000 Penalty: 3814.819824
	Iteration 94Q: 3 clusters Score -1.370341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -13703415.000000 Penalty: 3814.819824
	Iteration 95Q: 3 clusters Score -1.370342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -13703412.000000 Penalty: 3814.819824
	Iteration 96Q: 3 clusters Score -1.370341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121888 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -13703412.000000 Penalty: 3814.819824
	Iteration 97Q: 3 clusters Score -1.370341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -13703410.000000 Penalty: 3814.819824
	Iteration 98Q: 3 clusters Score -1.370341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121896 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -13703405.000000 Penalty: 3814.819824
	Iteration 99Q: 3 clusters Score -1.37034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -13703403.000000 Penalty: 3814.819824
	Iteration 100F: 3 clusters Score -1.37034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121903 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13703401.000000 Penalty: 3814.819824
	Iteration 101Q: 3 clusters Score -1.37034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121905 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13703400.000000 Penalty: 3814.819824
	Iteration 102Q: 3 clusters Score -1.37034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121905 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13703401.000000 Penalty: 3814.819824
	Iteration 103Q: 3 clusters Score -1.37034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -13703393.000000 Penalty: 3814.819824
	Iteration 104Q: 3 clusters Score -1.370339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -13703385.000000 Penalty: 3814.819824
	Iteration 105Q: 3 clusters Score -1.370338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121912 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13703389.000000 Penalty: 3814.819824
	Iteration 106Q: 3 clusters Score -1.370339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -13703390.000000 Penalty: 3814.819824
	Iteration 107Q: 3 clusters Score -1.370339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13703389.000000 Penalty: 3814.819824
	Iteration 108Q: 3 clusters Score -1.370339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121920 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -13703391.000000 Penalty: 3814.819824
	Iteration 109Q: 3 clusters Score -1.370339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -13703392.000000 Penalty: 3814.819824
	Iteration 110Q: 3 clusters Score -1.370339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -13703392.000000 Penalty: 3814.819824
	Iteration 111F: 3 clusters Score -1.370339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Entering Unmasked Estep 
Score: -3565182.750000 Penalty: 1687.751099
	Iteration 0F: 2 clusters Score -3565183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3543380.000000 Penalty: 3375.502197
	Iteration 0F: 3 clusters Score -3543380 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3551612.250000 Penalty: 3375.502197
	Iteration 1F: 3 clusters Score -3551612 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3551936.500000 Penalty: 3375.502197
	Iteration 2Q: 3 clusters Score -3551936 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3552232.250000 Penalty: 3375.502197
	Iteration 3Q: 3 clusters Score -3552232 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3552550.000000 Penalty: 3375.502197
	Iteration 4Q: 3 clusters Score -3552550 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3552932.000000 Penalty: 3375.502197
	Iteration 5Q: 3 clusters Score -3552932 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3553415.750000 Penalty: 3375.502197
	Iteration 6Q: 3 clusters Score -3553416 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3554080.750000 Penalty: 3375.502197
	Iteration 7Q: 3 clusters Score -3554081 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3555083.500000 Penalty: 3375.502197
	Iteration 8F: 3 clusters Score -3555084 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3556453.000000 Penalty: 3375.502197
	Iteration 9F: 3 clusters Score -3556453 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3558125.250000 Penalty: 3375.502197
	Iteration 10F: 3 clusters Score -3558125 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3559779.000000 Penalty: 3375.502197
	Iteration 11F: 3 clusters Score -3559779 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3560916.500000 Penalty: 3375.502197
	Iteration 12Q: 3 clusters Score -3560916 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3561652.500000 Penalty: 3375.502197
	Iteration 13Q: 3 clusters Score -3561652 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3562177.000000 Penalty: 3375.502197
	Iteration 14Q: 3 clusters Score -3562177 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3562561.500000 Penalty: 3375.502197
	Iteration 15Q: 3 clusters Score -3562562 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3562829.750000 Penalty: 3375.502197
	Iteration 16Q: 3 clusters Score -3562830 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3563035.750000 Penalty: 3375.502197
	Iteration 17Q: 3 clusters Score -3563036 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3563188.500000 Penalty: 3375.502197
	Iteration 18Q: 3 clusters Score -3563188 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3563303.250000 Penalty: 3375.502197
	Iteration 19Q: 3 clusters Score -3563303 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3563399.250000 Penalty: 3375.502197
	Iteration 20F: 3 clusters Score -3563399 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3563463.500000 Penalty: 3375.502197
	Iteration 21Q: 3 clusters Score -3563464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3563497.500000 Penalty: 3375.502197
	Iteration 22Q: 3 clusters Score -3563498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3563507.000000 Penalty: 3375.502197
	Iteration 23Q: 3 clusters Score -3563507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3563529.750000 Penalty: 3375.502197
	Iteration 24Q: 3 clusters Score -3563530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3563537.500000 Penalty: 3375.502197
	Iteration 25Q: 3 clusters Score -3563538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3563553.000000 Penalty: 3375.502197
	Iteration 26Q: 3 clusters Score -3563553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3563561.500000 Penalty: 3375.502197
	Iteration 27Q: 3 clusters Score -3563562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3563562.250000 Penalty: 3375.502197
	Iteration 28Q: 3 clusters Score -3563562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3563575.750000 Penalty: 3375.502197
	Iteration 29Q: 3 clusters Score -3563576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3563588.750000 Penalty: 3375.502197
	Iteration 30Q: 3 clusters Score -3563589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3563599.000000 Penalty: 3375.502197
	Iteration 31Q: 3 clusters Score -3563599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3563608.250000 Penalty: 3375.502197
	Iteration 32Q: 3 clusters Score -3563608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3563612.500000 Penalty: 3375.502197
	Iteration 33Q: 3 clusters Score -3563612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3563621.750000 Penalty: 3375.502197
	Iteration 34Q: 3 clusters Score -3563622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3563617.750000 Penalty: 3375.502197
	Iteration 35Q: 3 clusters Score -3563618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3563617.000000 Penalty: 3375.502197
	Iteration 36Q: 3 clusters Score -3563617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3563624.750000 Penalty: 3375.502197
	Iteration 37Q: 3 clusters Score -3563625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3563630.750000 Penalty: 3375.502197
	Iteration 38Q: 3 clusters Score -3563631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3563637.000000 Penalty: 3375.502197
	Iteration 39Q: 3 clusters Score -3563637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3563646.250000 Penalty: 3375.502197
	Iteration 40F: 3 clusters Score -3563646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3563650.250000 Penalty: 3375.502197
	Iteration 41Q: 3 clusters Score -3563650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3563654.250000 Penalty: 3375.502197
	Iteration 42Q: 3 clusters Score -3563654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3563662.750000 Penalty: 3375.502197
	Iteration 43Q: 3 clusters Score -3563663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3563665.000000 Penalty: 3375.502197
	Iteration 44Q: 3 clusters Score -3563665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3563668.500000 Penalty: 3375.502197
	Iteration 45Q: 3 clusters Score -3563668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3563674.500000 Penalty: 3375.502197
	Iteration 46Q: 3 clusters Score -3563674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3563678.500000 Penalty: 3375.502197
	Iteration 47Q: 3 clusters Score -3563678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3563678.000000 Penalty: 3375.502197
	Iteration 48Q: 3 clusters Score -3563678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3563678.000000 Penalty: 3375.502197
	Iteration 49Q: 3 clusters Score -3563678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3563676.250000 Penalty: 3375.502197
	Iteration 50Q: 3 clusters Score -3563676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3563685.000000 Penalty: 3375.502197
	Iteration 51Q: 3 clusters Score -3563685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3563681.000000 Penalty: 3375.502197
	Iteration 52Q: 3 clusters Score -3563681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3563684.750000 Penalty: 3375.502197
	Iteration 53Q: 3 clusters Score -3563685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3563682.500000 Penalty: 3375.502197
	Iteration 54Q: 3 clusters Score -3563682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3563684.250000 Penalty: 3375.502197
	Iteration 55Q: 3 clusters Score -3563684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3563682.500000 Penalty: 3375.502197
	Iteration 56Q: 3 clusters Score -3563682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3563683.000000 Penalty: 3375.502197
	Iteration 57Q: 3 clusters Score -3563683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3563682.000000 Penalty: 3375.502197
	Iteration 58Q: 3 clusters Score -3563682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -3563681.500000 Penalty: 3375.502197
	Iteration 59Q: 3 clusters Score -3563682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3563685.250000 Penalty: 3375.502197
	Iteration 60F: 3 clusters Score -3563685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3563684.250000 Penalty: 3375.502197
	Iteration 61Q: 3 clusters Score -3563684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3563685.750000 Penalty: 3375.502197
	Iteration 62Q: 3 clusters Score -3563686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3563684.250000 Penalty: 3375.502197
	Iteration 63Q: 3 clusters Score -3563684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3563688.250000 Penalty: 3375.502197
	Iteration 64Q: 3 clusters Score -3563688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3563692.250000 Penalty: 3375.502197
	Iteration 65Q: 3 clusters Score -3563692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3563684.750000 Penalty: 3375.502197
	Iteration 66Q: 3 clusters Score -3563685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3563690.500000 Penalty: 3375.502197
	Iteration 67Q: 3 clusters Score -3563690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3563686.750000 Penalty: 3375.502197
	Iteration 68Q: 3 clusters Score -3563687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3563684.250000 Penalty: 3375.502197
	Iteration 69Q: 3 clusters Score -3563684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3563691.250000 Penalty: 3375.502197
	Iteration 70Q: 3 clusters Score -3563691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3563689.750000 Penalty: 3375.502197
	Iteration 71Q: 3 clusters Score -3563690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3563691.750000 Penalty: 3375.502197
	Iteration 72Q: 3 clusters Score -3563692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3563688.000000 Penalty: 3375.502197
	Iteration 73Q: 3 clusters Score -3563688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3563687.000000 Penalty: 3375.502197
	Iteration 74Q: 3 clusters Score -3563687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3563689.750000 Penalty: 3375.502197
	Iteration 75Q: 3 clusters Score -3563690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3563689.750000 Penalty: 3375.502197
	Iteration 76F: 3 clusters Score -3563690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -375987.656250 Penalty: 1323.746094
	Iteration 0F: 2 clusters Score -375987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -372962.250000 Penalty: 2647.492188
	Iteration 0F: 3 clusters Score -372962.2 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -373774.531250 Penalty: 2647.492188
	Iteration 1F: 3 clusters Score -373774.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -373920.062500 Penalty: 2647.492188
	Iteration 2F: 3 clusters Score -373920.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -373998.500000 Penalty: 2647.492188
	Iteration 3Q: 3 clusters Score -373998.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -374052.406250 Penalty: 2647.492188
	Iteration 4Q: 3 clusters Score -374052.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374107.500000 Penalty: 2647.492188
	Iteration 5Q: 3 clusters Score -374107.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -374164.468750 Penalty: 2647.492188
	Iteration 6Q: 3 clusters Score -374164.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -374207.125000 Penalty: 2647.492188
	Iteration 7Q: 3 clusters Score -374207.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -374251.593750 Penalty: 2647.492188
	Iteration 8Q: 3 clusters Score -374251.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -374302.281250 Penalty: 2647.492188
	Iteration 9Q: 3 clusters Score -374302.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -374348.312500 Penalty: 2647.492188
	Iteration 10Q: 3 clusters Score -374348.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -374399.562500 Penalty: 2647.492188
	Iteration 11Q: 3 clusters Score -374399.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -374466.125000 Penalty: 2647.492188
	Iteration 12Q: 3 clusters Score -374466.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -374530.125000 Penalty: 2647.492188
	Iteration 13Q: 3 clusters Score -374530.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -374597.625000 Penalty: 2647.492188
	Iteration 14Q: 3 clusters Score -374597.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -374666.312500 Penalty: 2647.492188
	Iteration 15Q: 3 clusters Score -374666.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -374725.781250 Penalty: 2647.492188
	Iteration 16Q: 3 clusters Score -374725.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -374789.312500 Penalty: 2647.492188
	Iteration 17Q: 3 clusters Score -374789.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -374853.656250 Penalty: 2647.492188
	Iteration 18Q: 3 clusters Score -374853.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -374898.406250 Penalty: 2647.492188
	Iteration 19Q: 3 clusters Score -374898.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -374923.000000 Penalty: 2647.492188
	Iteration 20F: 3 clusters Score -374923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -374945.125000 Penalty: 2647.492188
	Iteration 21Q: 3 clusters Score -374945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -374962.531250 Penalty: 2647.492188
	Iteration 22Q: 3 clusters Score -374962.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -374972.125000 Penalty: 2647.492188
	Iteration 23Q: 3 clusters Score -374972.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -374979.625000 Penalty: 2647.492188
	Iteration 24Q: 3 clusters Score -374979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -374986.375000 Penalty: 2647.492188
	Iteration 25Q: 3 clusters Score -374986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -374993.062500 Penalty: 2647.492188
	Iteration 26Q: 3 clusters Score -374993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -375000.531250 Penalty: 2647.492188
	Iteration 27Q: 3 clusters Score -375000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -375005.281250 Penalty: 2647.492188
	Iteration 28Q: 3 clusters Score -375005.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -375011.343750 Penalty: 2647.492188
	Iteration 29Q: 3 clusters Score -375011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -375016.781250 Penalty: 2647.492188
	Iteration 30Q: 3 clusters Score -375016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -375026.562500 Penalty: 2647.492188
	Iteration 31Q: 3 clusters Score -375026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -375034.625000 Penalty: 2647.492188
	Iteration 32Q: 3 clusters Score -375034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -375041.468750 Penalty: 2647.492188
	Iteration 33Q: 3 clusters Score -375041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -375047.781250 Penalty: 2647.492188
	Iteration 34Q: 3 clusters Score -375047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -375056.156250 Penalty: 2647.492188
	Iteration 35Q: 3 clusters Score -375056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -375065.312500 Penalty: 2647.492188
	Iteration 36Q: 3 clusters Score -375065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -375072.531250 Penalty: 2647.492188
	Iteration 37Q: 3 clusters Score -375072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -375075.937500 Penalty: 2647.492188
	Iteration 38Q: 3 clusters Score -375075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -375078.062500 Penalty: 2647.492188
	Iteration 39Q: 3 clusters Score -375078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -375078.500000 Penalty: 2647.492188
	Iteration 40F: 3 clusters Score -375078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -276878.250000 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -276878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -274380.281250 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -274380.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -274949.937500 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -274949.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -275074.156250 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -275074.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -275135.406250 Penalty: 2560.277344
	Iteration 3Q: 3 clusters Score -275135.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -275169.468750 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -275169.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -275193.656250 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -275193.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -275209.687500 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -275209.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -275221.812500 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -275221.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -275231.218750 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -275231.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -275239.437500 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -275239.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -275248.687500 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -275248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -275257.218750 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -275257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -275267.875000 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -275267.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -275279.343750 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -275279.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -275289.375000 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -275289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -275298.218750 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -275298.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -275308.406250 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -275308.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -275318.562500 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -275318.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275327.343750 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -275327.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -275335.062500 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -275335.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -275342.843750 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -275342.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -275352.968750 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -275353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -275361.062500 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -275361.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -275371.187500 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -275371.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -275384.531250 Penalty: 2560.277344
	Iteration 24Q: 3 clusters Score -275384.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -275403.187500 Penalty: 2560.277344
	Iteration 25Q: 3 clusters Score -275403.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -275423.531250 Penalty: 2560.277344
	Iteration 26Q: 3 clusters Score -275423.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -275454.250000 Penalty: 2560.277344
	Iteration 27Q: 3 clusters Score -275454.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -275474.312500 Penalty: 2560.277344
	Iteration 28Q: 3 clusters Score -275474.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -275492.281250 Penalty: 2560.277344
	Iteration 29Q: 3 clusters Score -275492.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -275512.343750 Penalty: 2560.277344
	Iteration 30Q: 3 clusters Score -275512.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -275534.187500 Penalty: 2560.277344
	Iteration 31Q: 3 clusters Score -275534.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -275557.125000 Penalty: 2560.277344
	Iteration 32Q: 3 clusters Score -275557.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -275580.000000 Penalty: 2560.277344
	Iteration 33Q: 3 clusters Score -275580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -275603.531250 Penalty: 2560.277344
	Iteration 34Q: 3 clusters Score -275603.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -275617.812500 Penalty: 2560.277344
	Iteration 35Q: 3 clusters Score -275617.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -275635.687500 Penalty: 2560.277344
	Iteration 36Q: 3 clusters Score -275635.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -275647.375000 Penalty: 2560.277344
	Iteration 37Q: 3 clusters Score -275647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -275656.656250 Penalty: 2560.277344
	Iteration 38Q: 3 clusters Score -275656.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -275668.156250 Penalty: 2560.277344
	Iteration 39Q: 3 clusters Score -275668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -275678.031250 Penalty: 2560.277344
	Iteration 40F: 3 clusters Score -275678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -275684.375000 Penalty: 2560.277344
	Iteration 41Q: 3 clusters Score -275684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -275687.187500 Penalty: 2560.277344
	Iteration 42Q: 3 clusters Score -275687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -275689.906250 Penalty: 2560.277344
	Iteration 43Q: 3 clusters Score -275689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -275696.593750 Penalty: 2560.277344
	Iteration 44Q: 3 clusters Score -275696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -275703.156250 Penalty: 2560.277344
	Iteration 45Q: 3 clusters Score -275703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -275713.375000 Penalty: 2560.277344
	Iteration 46Q: 3 clusters Score -275713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -275718.437500 Penalty: 2560.277344
	Iteration 47Q: 3 clusters Score -275718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -275725.937500 Penalty: 2560.277344
	Iteration 48Q: 3 clusters Score -275725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -275735.843750 Penalty: 2560.277344
	Iteration 49Q: 3 clusters Score -275735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -275742.250000 Penalty: 2560.277344
	Iteration 50Q: 3 clusters Score -275742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -275743.781250 Penalty: 2560.277344
	Iteration 51Q: 3 clusters Score -275743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275744.625000 Penalty: 2560.277344
	Iteration 52Q: 3 clusters Score -275744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275744.968750 Penalty: 2560.277344
	Iteration 53Q: 3 clusters Score -275745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -275746.781250 Penalty: 2560.277344
	Iteration 54Q: 3 clusters Score -275746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275749.468750 Penalty: 2560.277344
	Iteration 55Q: 3 clusters Score -275749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275751.562500 Penalty: 2560.277344
	Iteration 56Q: 3 clusters Score -275751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275753.437500 Penalty: 2560.277344
	Iteration 57Q: 3 clusters Score -275753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -275755.031250 Penalty: 2560.277344
	Iteration 58Q: 3 clusters Score -275755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -275755.031250 Penalty: 2560.277344
	Iteration 59F: 3 clusters Score -275755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (234904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234904 members 
Entering Unmasked Estep 
Score: -25226510.000000 Penalty: 2009.626465
	Iteration 0F: 2 clusters Score -2.522651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -25093338.000000 Penalty: 4019.252930
	Iteration 0F: 3 clusters Score -2.509334e+07 nChanged 114000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112274 members 
Mstep: Class 2 contains 122630 members 
Entering Unmasked Estep 
Score: -25161184.000000 Penalty: 4019.252930
	Iteration 1F: 3 clusters Score -2.516118e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -25162638.000000 Penalty: 4019.252930
	Iteration 2Q: 3 clusters Score -2.516264e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 131100 members 
Entering Unmasked Estep 
Score: -25164540.000000 Penalty: 4019.252930
	Iteration 3Q: 3 clusters Score -2.516454e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -25168208.000000 Penalty: 4019.252930
	Iteration 4Q: 3 clusters Score -2.516821e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 150957 members 
Entering Unmasked Estep 
Score: -25174234.000000 Penalty: 4019.252930
	Iteration 5F: 3 clusters Score -2.517423e+07 nChanged 17545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -25184046.000000 Penalty: 4019.252930
	Iteration 6F: 3 clusters Score -2.518405e+07 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 188007 members 
Entering Unmasked Estep 
Score: -25195136.000000 Penalty: 4019.252930
	Iteration 7F: 3 clusters Score -2.519514e+07 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 205589 members 
Entering Unmasked Estep 
Score: -25205398.000000 Penalty: 4019.252930
	Iteration 8F: 3 clusters Score -2.52054e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 217023 members 
Entering Unmasked Estep 
Score: -25212686.000000 Penalty: 4019.252930
	Iteration 9Q: 3 clusters Score -2.521269e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 223076 members 
Entering Unmasked Estep 
Score: -25216990.000000 Penalty: 4019.252930
	Iteration 10Q: 3 clusters Score -2.521699e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 226215 members 
Entering Unmasked Estep 
Score: -25219324.000000 Penalty: 4019.252930
	Iteration 11Q: 3 clusters Score -2.521932e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 227891 members 
Entering Unmasked Estep 
Score: -25220764.000000 Penalty: 4019.252930
	Iteration 12Q: 3 clusters Score -2.522076e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 228883 members 
Entering Unmasked Estep 
Score: -25221736.000000 Penalty: 4019.252930
	Iteration 13Q: 3 clusters Score -2.522174e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 229514 members 
Entering Unmasked Estep 
Score: -25222290.000000 Penalty: 4019.252930
	Iteration 14Q: 3 clusters Score -2.522229e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 229940 members 
Entering Unmasked Estep 
Score: -25222696.000000 Penalty: 4019.252930
	Iteration 15Q: 3 clusters Score -2.52227e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 230222 members 
Entering Unmasked Estep 
Score: -25223020.000000 Penalty: 4019.252930
	Iteration 16Q: 3 clusters Score -2.522302e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 230429 members 
Entering Unmasked Estep 
Score: -25223292.000000 Penalty: 4019.252930
	Iteration 17Q: 3 clusters Score -2.522329e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 230604 members 
Entering Unmasked Estep 
Score: -25223410.000000 Penalty: 4019.252930
	Iteration 18Q: 3 clusters Score -2.522341e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 230741 members 
Entering Unmasked Estep 
Score: -25223594.000000 Penalty: 4019.252930
	Iteration 19Q: 3 clusters Score -2.522359e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 230833 members 
Entering Unmasked Estep 
Score: -25223724.000000 Penalty: 4019.252930
	Iteration 20F: 3 clusters Score -2.522372e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 230908 members 
Entering Unmasked Estep 
Score: -25223854.000000 Penalty: 4019.252930
	Iteration 21Q: 3 clusters Score -2.522385e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 230983 members 
Entering Unmasked Estep 
Score: -25223960.000000 Penalty: 4019.252930
	Iteration 22Q: 3 clusters Score -2.522396e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 231045 members 
Entering Unmasked Estep 
Score: -25224006.000000 Penalty: 4019.252930
	Iteration 23Q: 3 clusters Score -2.522401e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 231086 members 
Entering Unmasked Estep 
Score: -25224030.000000 Penalty: 4019.252930
	Iteration 24Q: 3 clusters Score -2.522403e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 231084 members 
Entering Unmasked Estep 
Score: -25224092.000000 Penalty: 4019.252930
	Iteration 25Q: 3 clusters Score -2.522409e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 231086 members 
Entering Unmasked Estep 
Score: -25224172.000000 Penalty: 4019.252930
	Iteration 26Q: 3 clusters Score -2.522417e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 231076 members 
Entering Unmasked Estep 
Score: -25224218.000000 Penalty: 4019.252930
	Iteration 27Q: 3 clusters Score -2.522422e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 231084 members 
Entering Unmasked Estep 
Score: -25224250.000000 Penalty: 4019.252930
	Iteration 28Q: 3 clusters Score -2.522425e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -25224246.000000 Penalty: 4019.252930
	Iteration 29Q: 3 clusters Score -2.522425e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 231117 members 
Entering Unmasked Estep 
Score: -25224306.000000 Penalty: 4019.252930
	Iteration 30Q: 3 clusters Score -2.522431e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 231126 members 
Entering Unmasked Estep 
Score: -25224324.000000 Penalty: 4019.252930
	Iteration 31Q: 3 clusters Score -2.522432e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 231144 members 
Entering Unmasked Estep 
Score: -25224384.000000 Penalty: 4019.252930
	Iteration 32Q: 3 clusters Score -2.522438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 231159 members 
Entering Unmasked Estep 
Score: -25224398.000000 Penalty: 4019.252930
	Iteration 33Q: 3 clusters Score -2.52244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 231173 members 
Entering Unmasked Estep 
Score: -25224412.000000 Penalty: 4019.252930
	Iteration 34Q: 3 clusters Score -2.522441e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 231192 members 
Entering Unmasked Estep 
Score: -25224410.000000 Penalty: 4019.252930
	Iteration 35Q: 3 clusters Score -2.522441e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 231210 members 
Entering Unmasked Estep 
Score: -25224426.000000 Penalty: 4019.252930
	Iteration 36Q: 3 clusters Score -2.522443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 231233 members 
Entering Unmasked Estep 
Score: -25224460.000000 Penalty: 4019.252930
	Iteration 37Q: 3 clusters Score -2.522446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 231258 members 
Entering Unmasked Estep 
Score: -25224474.000000 Penalty: 4019.252930
	Iteration 38Q: 3 clusters Score -2.522447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 231279 members 
Entering Unmasked Estep 
Score: -25224454.000000 Penalty: 4019.252930
	Iteration 39Q: 3 clusters Score -2.522445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 231294 members 
Entering Unmasked Estep 
Score: -25224444.000000 Penalty: 4019.252930
	Iteration 40F: 3 clusters Score -2.522444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 231307 members 
Entering Unmasked Estep 
Score: -25224472.000000 Penalty: 4019.252930
	Iteration 41Q: 3 clusters Score -2.522447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 231321 members 
Entering Unmasked Estep 
Score: -25224438.000000 Penalty: 4019.252930
	Iteration 42Q: 3 clusters Score -2.522444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 231337 members 
Entering Unmasked Estep 
Score: -25224468.000000 Penalty: 4019.252930
	Iteration 43Q: 3 clusters Score -2.522447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 231351 members 
Entering Unmasked Estep 
Score: -25224460.000000 Penalty: 4019.252930
	Iteration 44Q: 3 clusters Score -2.522446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 231358 members 
Entering Unmasked Estep 
Score: -25224474.000000 Penalty: 4019.252930
	Iteration 45Q: 3 clusters Score -2.522447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 231363 members 
Entering Unmasked Estep 
Score: -25224462.000000 Penalty: 4019.252930
	Iteration 46Q: 3 clusters Score -2.522446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 231372 members 
Entering Unmasked Estep 
Score: -25224472.000000 Penalty: 4019.252930
	Iteration 47Q: 3 clusters Score -2.522447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 231377 members 
Entering Unmasked Estep 
Score: -25224466.000000 Penalty: 4019.252930
	Iteration 48Q: 3 clusters Score -2.522447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 231375 members 
Entering Unmasked Estep 
Score: -25224476.000000 Penalty: 4019.252930
	Iteration 49Q: 3 clusters Score -2.522448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 231378 members 
Entering Unmasked Estep 
Score: -25224446.000000 Penalty: 4019.252930
	Iteration 50Q: 3 clusters Score -2.522445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 231384 members 
Entering Unmasked Estep 
Score: -25224460.000000 Penalty: 4019.252930
	Iteration 51Q: 3 clusters Score -2.522446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 231388 members 
Entering Unmasked Estep 
Score: -25224466.000000 Penalty: 4019.252930
	Iteration 52Q: 3 clusters Score -2.522447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 231391 members 
Entering Unmasked Estep 
Score: -25224460.000000 Penalty: 4019.252930
	Iteration 53Q: 3 clusters Score -2.522446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 231393 members 
Entering Unmasked Estep 
Score: -25224468.000000 Penalty: 4019.252930
	Iteration 54Q: 3 clusters Score -2.522447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -25224462.000000 Penalty: 4019.252930
	Iteration 55Q: 3 clusters Score -2.522446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 231393 members 
Entering Unmasked Estep 
Score: -25224462.000000 Penalty: 4019.252930
	Iteration 56Q: 3 clusters Score -2.522446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -25224476.000000 Penalty: 4019.252930
	Iteration 57Q: 3 clusters Score -2.522448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -25224464.000000 Penalty: 4019.252930
	Iteration 58Q: 3 clusters Score -2.522446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 231394 members 
Entering Unmasked Estep 
Score: -25224466.000000 Penalty: 4019.252930
	Iteration 59Q: 3 clusters Score -2.522447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 231398 members 
Entering Unmasked Estep 
Score: -25224450.000000 Penalty: 4019.252930
	Iteration 60F: 3 clusters Score -2.522445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 231405 members 
Entering Unmasked Estep 
Score: -25224452.000000 Penalty: 4019.252930
	Iteration 61Q: 3 clusters Score -2.522445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 231408 members 
Entering Unmasked Estep 
Score: -25224448.000000 Penalty: 4019.252930
	Iteration 62Q: 3 clusters Score -2.522445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 231409 members 
Entering Unmasked Estep 
Score: -25224466.000000 Penalty: 4019.252930
	Iteration 63Q: 3 clusters Score -2.522447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 231409 members 
Entering Unmasked Estep 
Score: -25224466.000000 Penalty: 4019.252930
	Iteration 64Q: 3 clusters Score -2.522447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 231409 members 
Entering Unmasked Estep 
Score: -25224458.000000 Penalty: 4019.252930
	Iteration 65Q: 3 clusters Score -2.522446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 231411 members 
Entering Unmasked Estep 
Score: -25224488.000000 Penalty: 4019.252930
	Iteration 66Q: 3 clusters Score -2.522449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 231414 members 
Entering Unmasked Estep 
Score: -25224498.000000 Penalty: 4019.252930
	Iteration 67Q: 3 clusters Score -2.52245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 231424 members 
Entering Unmasked Estep 
Score: -25224484.000000 Penalty: 4019.252930
	Iteration 68Q: 3 clusters Score -2.522448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 231431 members 
Entering Unmasked Estep 
Score: -25224480.000000 Penalty: 4019.252930
	Iteration 69Q: 3 clusters Score -2.522448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 231437 members 
Entering Unmasked Estep 
Score: -25224472.000000 Penalty: 4019.252930
	Iteration 70Q: 3 clusters Score -2.522447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 231440 members 
Entering Unmasked Estep 
Score: -25224478.000000 Penalty: 4019.252930
	Iteration 71Q: 3 clusters Score -2.522448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 231446 members 
Entering Unmasked Estep 
Score: -25224480.000000 Penalty: 4019.252930
	Iteration 72Q: 3 clusters Score -2.522448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 231451 members 
Entering Unmasked Estep 
Score: -25224478.000000 Penalty: 4019.252930
	Iteration 73Q: 3 clusters Score -2.522448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 231452 members 
Entering Unmasked Estep 
Score: -25224476.000000 Penalty: 4019.252930
	Iteration 74Q: 3 clusters Score -2.522448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 231455 members 
Entering Unmasked Estep 
Score: -25224488.000000 Penalty: 4019.252930
	Iteration 75Q: 3 clusters Score -2.522449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 231459 members 
Entering Unmasked Estep 
Score: -25224484.000000 Penalty: 4019.252930
	Iteration 76Q: 3 clusters Score -2.522448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 231462 members 
Entering Unmasked Estep 
Score: -25224482.000000 Penalty: 4019.252930
	Iteration 77Q: 3 clusters Score -2.522448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 231466 members 
Entering Unmasked Estep 
Score: -25224478.000000 Penalty: 4019.252930
	Iteration 78Q: 3 clusters Score -2.522448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 231469 members 
Entering Unmasked Estep 
Score: -25224482.000000 Penalty: 4019.252930
	Iteration 79Q: 3 clusters Score -2.522448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 231471 members 
Entering Unmasked Estep 
Score: -25224468.000000 Penalty: 4019.252930
	Iteration 80F: 3 clusters Score -2.522447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 231474 members 
Entering Unmasked Estep 
Score: -25224476.000000 Penalty: 4019.252930
	Iteration 81Q: 3 clusters Score -2.522448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 231476 members 
Entering Unmasked Estep 
Score: -25224482.000000 Penalty: 4019.252930
	Iteration 82Q: 3 clusters Score -2.522448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 231480 members 
Entering Unmasked Estep 
Score: -25224490.000000 Penalty: 4019.252930
	Iteration 83Q: 3 clusters Score -2.522449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 231481 members 
Entering Unmasked Estep 
Score: -25224498.000000 Penalty: 4019.252930
	Iteration 84Q: 3 clusters Score -2.52245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 231482 members 
Entering Unmasked Estep 
Score: -25224496.000000 Penalty: 4019.252930
	Iteration 85Q: 3 clusters Score -2.52245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 231482 members 
Entering Unmasked Estep 
Score: -25224496.000000 Penalty: 4019.252930
	Iteration 86F: 3 clusters Score -2.52245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Entering Unmasked Estep 
Score: -4666202.000000 Penalty: 1739.164062
	Iteration 0F: 2 clusters Score -4666202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4636573.000000 Penalty: 3478.328125
	Iteration 0F: 3 clusters Score -4636573 nChanged 20759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4648355.000000 Penalty: 3478.328125
	Iteration 1F: 3 clusters Score -4648355 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4649023.500000 Penalty: 3478.328125
	Iteration 2Q: 3 clusters Score -4649024 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4650095.500000 Penalty: 3478.328125
	Iteration 3Q: 3 clusters Score -4650096 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4651774.500000 Penalty: 3478.328125
	Iteration 4F: 3 clusters Score -4651774 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4654066.500000 Penalty: 3478.328125
	Iteration 5F: 3 clusters Score -4654066 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4656574.000000 Penalty: 3478.328125
	Iteration 6F: 3 clusters Score -4656574 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4658493.000000 Penalty: 3478.328125
	Iteration 7F: 3 clusters Score -4658493 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4659575.500000 Penalty: 3478.328125
	Iteration 8Q: 3 clusters Score -4659576 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4660160.500000 Penalty: 3478.328125
	Iteration 9Q: 3 clusters Score -4660160 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4660483.500000 Penalty: 3478.328125
	Iteration 10Q: 3 clusters Score -4660484 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -4660715.500000 Penalty: 3478.328125
	Iteration 11Q: 3 clusters Score -4660716 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4660906.000000 Penalty: 3478.328125
	Iteration 12Q: 3 clusters Score -4660906 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4661124.000000 Penalty: 3478.328125
	Iteration 13Q: 3 clusters Score -4661124 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4661311.500000 Penalty: 3478.328125
	Iteration 14Q: 3 clusters Score -4661312 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4661500.500000 Penalty: 3478.328125
	Iteration 15Q: 3 clusters Score -4661500 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4661715.500000 Penalty: 3478.328125
	Iteration 16Q: 3 clusters Score -4661716 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4661982.500000 Penalty: 3478.328125
	Iteration 17Q: 3 clusters Score -4661982 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4662278.000000 Penalty: 3478.328125
	Iteration 18Q: 3 clusters Score -4662278 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4662625.000000 Penalty: 3478.328125
	Iteration 19Q: 3 clusters Score -4662625 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4663052.500000 Penalty: 3478.328125
	Iteration 20F: 3 clusters Score -4663052 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4663523.000000 Penalty: 3478.328125
	Iteration 21Q: 3 clusters Score -4663523 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4663956.000000 Penalty: 3478.328125
	Iteration 22Q: 3 clusters Score -4663956 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4664382.000000 Penalty: 3478.328125
	Iteration 23Q: 3 clusters Score -4664382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4664657.000000 Penalty: 3478.328125
	Iteration 24Q: 3 clusters Score -4664657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4664892.500000 Penalty: 3478.328125
	Iteration 25Q: 3 clusters Score -4664892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4665141.500000 Penalty: 3478.328125
	Iteration 26Q: 3 clusters Score -4665142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4665544.500000 Penalty: 3478.328125
	Iteration 27Q: 3 clusters Score -4665544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4665603.500000 Penalty: 3478.328125
	Iteration 28Q: 3 clusters Score -4665604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4665621.000000 Penalty: 3478.328125
	Iteration 29Q: 3 clusters Score -4665621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4665626.500000 Penalty: 3478.328125
	Iteration 30Q: 3 clusters Score -4665626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4665636.500000 Penalty: 3478.328125
	Iteration 31Q: 3 clusters Score -4665636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4665635.500000 Penalty: 3478.328125
	Iteration 32Q: 3 clusters Score -4665636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4665631.500000 Penalty: 3478.328125
	Iteration 33Q: 3 clusters Score -4665632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4665634.000000 Penalty: 3478.328125
	Iteration 34Q: 3 clusters Score -4665634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4665634.000000 Penalty: 3478.328125
	Iteration 35F: 3 clusters Score -4665634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157795 members 
Entering Unmasked Estep 
Score: -17161652.000000 Penalty: 1944.970947
	Iteration 0F: 2 clusters Score -1.716165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -17059294.000000 Penalty: 3889.941895
	Iteration 0F: 3 clusters Score -1.705929e+07 nChanged 76207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -17104246.000000 Penalty: 3889.941895
	Iteration 1F: 3 clusters Score -1.710425e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -17105320.000000 Penalty: 3889.941895
	Iteration 2Q: 3 clusters Score -1.710532e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -17106754.000000 Penalty: 3889.941895
	Iteration 3Q: 3 clusters Score -1.710675e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -17108716.000000 Penalty: 3889.941895
	Iteration 4Q: 3 clusters Score -1.710872e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -17111418.000000 Penalty: 3889.941895
	Iteration 5Q: 3 clusters Score -1.711142e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -17115262.000000 Penalty: 3889.941895
	Iteration 6F: 3 clusters Score -1.711526e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -17120386.000000 Penalty: 3889.941895
	Iteration 7F: 3 clusters Score -1.712039e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -17126792.000000 Penalty: 3889.941895
	Iteration 8F: 3 clusters Score -1.712679e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122966 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -17134162.000000 Penalty: 3889.941895
	Iteration 9F: 3 clusters Score -1.713416e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -17141744.000000 Penalty: 3889.941895
	Iteration 10F: 3 clusters Score -1.714174e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141763 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -17149200.000000 Penalty: 3889.941895
	Iteration 11F: 3 clusters Score -1.71492e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -17154626.000000 Penalty: 3889.941895
	Iteration 12Q: 3 clusters Score -1.715463e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -17157716.000000 Penalty: 3889.941895
	Iteration 13Q: 3 clusters Score -1.715772e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -17159062.000000 Penalty: 3889.941895
	Iteration 14Q: 3 clusters Score -1.715906e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156757 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -17159648.000000 Penalty: 3889.941895
	Iteration 15Q: 3 clusters Score -1.715965e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17159958.000000 Penalty: 3889.941895
	Iteration 16Q: 3 clusters Score -1.715996e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17160088.000000 Penalty: 3889.941895
	Iteration 17Q: 3 clusters Score -1.716009e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17160196.000000 Penalty: 3889.941895
	Iteration 18Q: 3 clusters Score -1.71602e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -17160238.000000 Penalty: 3889.941895
	Iteration 19Q: 3 clusters Score -1.716024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -17160256.000000 Penalty: 3889.941895
	Iteration 20F: 3 clusters Score -1.716026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157362 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -17160280.000000 Penalty: 3889.941895
	Iteration 21Q: 3 clusters Score -1.716028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -17160290.000000 Penalty: 3889.941895
	Iteration 22Q: 3 clusters Score -1.716029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -17160316.000000 Penalty: 3889.941895
	Iteration 23Q: 3 clusters Score -1.716032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -17160304.000000 Penalty: 3889.941895
	Iteration 24Q: 3 clusters Score -1.71603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17160310.000000 Penalty: 3889.941895
	Iteration 25Q: 3 clusters Score -1.716031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17160310.000000 Penalty: 3889.941895
	Iteration 26Q: 3 clusters Score -1.716031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17160316.000000 Penalty: 3889.941895
	Iteration 27Q: 3 clusters Score -1.716032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17160308.000000 Penalty: 3889.941895
	Iteration 28Q: 3 clusters Score -1.716031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17160308.000000 Penalty: 3889.941895
	Iteration 29F: 3 clusters Score -1.716031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Entering Unmasked Estep 
Score: -2581986.750000 Penalty: 1635.315308
	Iteration 0F: 2 clusters Score -2581987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2565986.750000 Penalty: 3270.630615
	Iteration 0F: 3 clusters Score -2565987 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2571944.250000 Penalty: 3270.630615
	Iteration 1F: 3 clusters Score -2571944 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2572288.750000 Penalty: 3270.630615
	Iteration 2Q: 3 clusters Score -2572289 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2572745.250000 Penalty: 3270.630615
	Iteration 3Q: 3 clusters Score -2572745 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2573372.500000 Penalty: 3270.630615
	Iteration 4F: 3 clusters Score -2573372 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2574201.000000 Penalty: 3270.630615
	Iteration 5F: 3 clusters Score -2574201 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2575373.500000 Penalty: 3270.630615
	Iteration 6F: 3 clusters Score -2575374 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2577014.750000 Penalty: 3270.630615
	Iteration 7F: 3 clusters Score -2577015 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2578832.750000 Penalty: 3270.630615
	Iteration 8F: 3 clusters Score -2578833 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2580105.250000 Penalty: 3270.630615
	Iteration 9Q: 3 clusters Score -2580105 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2580586.750000 Penalty: 3270.630615
	Iteration 10Q: 3 clusters Score -2580587 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2580762.500000 Penalty: 3270.630615
	Iteration 11Q: 3 clusters Score -2580762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2580858.750000 Penalty: 3270.630615
	Iteration 12Q: 3 clusters Score -2580859 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2580904.750000 Penalty: 3270.630615
	Iteration 13Q: 3 clusters Score -2580905 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2580936.000000 Penalty: 3270.630615
	Iteration 14Q: 3 clusters Score -2580936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2580945.250000 Penalty: 3270.630615
	Iteration 15Q: 3 clusters Score -2580945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2580944.250000 Penalty: 3270.630615
	Iteration 16Q: 3 clusters Score -2580944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2580952.000000 Penalty: 3270.630615
	Iteration 17Q: 3 clusters Score -2580952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2580961.000000 Penalty: 3270.630615
	Iteration 18Q: 3 clusters Score -2580961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2580960.750000 Penalty: 3270.630615
	Iteration 19Q: 3 clusters Score -2580961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2580961.500000 Penalty: 3270.630615
	Iteration 20F: 3 clusters Score -2580962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2580964.500000 Penalty: 3270.630615
	Iteration 21Q: 3 clusters Score -2580964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2580962.250000 Penalty: 3270.630615
	Iteration 22Q: 3 clusters Score -2580962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2580957.750000 Penalty: 3270.630615
	Iteration 23Q: 3 clusters Score -2580958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2580957.750000 Penalty: 3270.630615
	Iteration 24Q: 3 clusters Score -2580958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2580958.750000 Penalty: 3270.630615
	Iteration 25Q: 3 clusters Score -2580959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2580968.250000 Penalty: 3270.630615
	Iteration 26Q: 3 clusters Score -2580968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2580963.500000 Penalty: 3270.630615
	Iteration 27Q: 3 clusters Score -2580964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2580965.500000 Penalty: 3270.630615
	Iteration 28Q: 3 clusters Score -2580966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2580965.750000 Penalty: 3270.630615
	Iteration 29Q: 3 clusters Score -2580966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2580969.500000 Penalty: 3270.630615
	Iteration 30Q: 3 clusters Score -2580970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2580970.500000 Penalty: 3270.630615
	Iteration 31Q: 3 clusters Score -2580970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2580975.250000 Penalty: 3270.630615
	Iteration 32Q: 3 clusters Score -2580975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2580975.000000 Penalty: 3270.630615
	Iteration 33Q: 3 clusters Score -2580975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2580973.000000 Penalty: 3270.630615
	Iteration 34Q: 3 clusters Score -2580973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2580977.750000 Penalty: 3270.630615
	Iteration 35Q: 3 clusters Score -2580978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2580978.500000 Penalty: 3270.630615
	Iteration 36Q: 3 clusters Score -2580978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2580980.000000 Penalty: 3270.630615
	Iteration 37Q: 3 clusters Score -2580980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2580981.750000 Penalty: 3270.630615
	Iteration 38Q: 3 clusters Score -2580982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2580978.000000 Penalty: 3270.630615
	Iteration 39Q: 3 clusters Score -2580978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2580978.000000 Penalty: 3270.630615
	Iteration 40F: 3 clusters Score -2580978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2580977.000000 Penalty: 3270.630615
	Iteration 41Q: 3 clusters Score -2580977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2580977.250000 Penalty: 3270.630615
	Iteration 42Q: 3 clusters Score -2580977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2580981.500000 Penalty: 3270.630615
	Iteration 43Q: 3 clusters Score -2580982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2580981.000000 Penalty: 3270.630615
	Iteration 44Q: 3 clusters Score -2580981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2580978.750000 Penalty: 3270.630615
	Iteration 45Q: 3 clusters Score -2580979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2580980.750000 Penalty: 3270.630615
	Iteration 46Q: 3 clusters Score -2580981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2580979.000000 Penalty: 3270.630615
	Iteration 47Q: 3 clusters Score -2580979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2580979.000000 Penalty: 3270.630615
	Iteration 48Q: 3 clusters Score -2580979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2580978.000000 Penalty: 3270.630615
	Iteration 49Q: 3 clusters Score -2580978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2580980.250000 Penalty: 3270.630615
	Iteration 50Q: 3 clusters Score -2580980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2580979.250000 Penalty: 3270.630615
	Iteration 51Q: 3 clusters Score -2580979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2580978.750000 Penalty: 3270.630615
	Iteration 52Q: 3 clusters Score -2580979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2580978.750000 Penalty: 3270.630615
	Iteration 53F: 3 clusters Score -2580979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -288864.375000 Penalty: 1281.182495
	Iteration 0F: 2 clusters Score -288864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -286377.093750 Penalty: 2562.364990
	Iteration 0F: 3 clusters Score -286377.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -286975.781250 Penalty: 2562.364990
	Iteration 1F: 3 clusters Score -286975.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -287155.906250 Penalty: 2562.364990
	Iteration 2F: 3 clusters Score -287155.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -287250.687500 Penalty: 2562.364990
	Iteration 3F: 3 clusters Score -287250.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -287317.437500 Penalty: 2562.364990
	Iteration 4Q: 3 clusters Score -287317.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -287375.093750 Penalty: 2562.364990
	Iteration 5Q: 3 clusters Score -287375.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -287425.218750 Penalty: 2562.364990
	Iteration 6Q: 3 clusters Score -287425.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -287456.375000 Penalty: 2562.364990
	Iteration 7Q: 3 clusters Score -287456.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -287483.593750 Penalty: 2562.364990
	Iteration 8Q: 3 clusters Score -287483.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -287515.906250 Penalty: 2562.364990
	Iteration 9Q: 3 clusters Score -287515.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -287544.125000 Penalty: 2562.364990
	Iteration 10Q: 3 clusters Score -287544.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -287579.468750 Penalty: 2562.364990
	Iteration 11Q: 3 clusters Score -287579.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -287612.937500 Penalty: 2562.364990
	Iteration 12Q: 3 clusters Score -287612.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -287655.343750 Penalty: 2562.364990
	Iteration 13Q: 3 clusters Score -287655.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -287695.343750 Penalty: 2562.364990
	Iteration 14Q: 3 clusters Score -287695.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -287733.062500 Penalty: 2562.364990
	Iteration 15Q: 3 clusters Score -287733.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -287772.781250 Penalty: 2562.364990
	Iteration 16Q: 3 clusters Score -287772.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -287806.875000 Penalty: 2562.364990
	Iteration 17Q: 3 clusters Score -287806.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -287839.968750 Penalty: 2562.364990
	Iteration 18Q: 3 clusters Score -287840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -287862.156250 Penalty: 2562.364990
	Iteration 19Q: 3 clusters Score -287862.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -287875.437500 Penalty: 2562.364990
	Iteration 20F: 3 clusters Score -287875.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -287886.687500 Penalty: 2562.364990
	Iteration 21Q: 3 clusters Score -287886.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -287899.031250 Penalty: 2562.364990
	Iteration 22Q: 3 clusters Score -287899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -287905.906250 Penalty: 2562.364990
	Iteration 23Q: 3 clusters Score -287905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -287912.187500 Penalty: 2562.364990
	Iteration 24Q: 3 clusters Score -287912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -287919.562500 Penalty: 2562.364990
	Iteration 25Q: 3 clusters Score -287919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -287923.937500 Penalty: 2562.364990
	Iteration 26Q: 3 clusters Score -287923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -287926.531250 Penalty: 2562.364990
	Iteration 27Q: 3 clusters Score -287926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -287928.843750 Penalty: 2562.364990
	Iteration 28Q: 3 clusters Score -287928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -287931.062500 Penalty: 2562.364990
	Iteration 29Q: 3 clusters Score -287931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -287933.468750 Penalty: 2562.364990
	Iteration 30Q: 3 clusters Score -287933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -287935.812500 Penalty: 2562.364990
	Iteration 31Q: 3 clusters Score -287935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -287939.937500 Penalty: 2562.364990
	Iteration 32Q: 3 clusters Score -287939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -287941.937500 Penalty: 2562.364990
	Iteration 33Q: 3 clusters Score -287941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -287942.281250 Penalty: 2562.364990
	Iteration 34Q: 3 clusters Score -287942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -287943.562500 Penalty: 2562.364990
	Iteration 35Q: 3 clusters Score -287943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -287943.937500 Penalty: 2562.364990
	Iteration 36Q: 3 clusters Score -287943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -287943.937500 Penalty: 2562.364990
	Iteration 37F: 3 clusters Score -287943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -249440.031250 Penalty: 1256.367432
	Iteration 0F: 2 clusters Score -249440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -247180.046875 Penalty: 2512.734863
	Iteration 0F: 3 clusters Score -247180 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -247708.203125 Penalty: 2512.734863
	Iteration 1F: 3 clusters Score -247708.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -247827.015625 Penalty: 2512.734863
	Iteration 2F: 3 clusters Score -247827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -247908.875000 Penalty: 2512.734863
	Iteration 3F: 3 clusters Score -247908.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -247963.484375 Penalty: 2512.734863
	Iteration 4Q: 3 clusters Score -247963.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -247999.156250 Penalty: 2512.734863
	Iteration 5Q: 3 clusters Score -247999.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -248035.703125 Penalty: 2512.734863
	Iteration 6Q: 3 clusters Score -248035.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -248058.531250 Penalty: 2512.734863
	Iteration 7Q: 3 clusters Score -248058.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -248081.171875 Penalty: 2512.734863
	Iteration 8Q: 3 clusters Score -248081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -248092.406250 Penalty: 2512.734863
	Iteration 9Q: 3 clusters Score -248092.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -248099.546875 Penalty: 2512.734863
	Iteration 10Q: 3 clusters Score -248099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -248103.890625 Penalty: 2512.734863
	Iteration 11Q: 3 clusters Score -248103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -248109.859375 Penalty: 2512.734863
	Iteration 12Q: 3 clusters Score -248109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -248114.453125 Penalty: 2512.734863
	Iteration 13Q: 3 clusters Score -248114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -248117.000000 Penalty: 2512.734863
	Iteration 14Q: 3 clusters Score -248117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -248118.953125 Penalty: 2512.734863
	Iteration 15Q: 3 clusters Score -248119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -248119.843750 Penalty: 2512.734863
	Iteration 16Q: 3 clusters Score -248119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -248120.968750 Penalty: 2512.734863
	Iteration 17Q: 3 clusters Score -248121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -248122.234375 Penalty: 2512.734863
	Iteration 18Q: 3 clusters Score -248122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -248122.750000 Penalty: 2512.734863
	Iteration 19Q: 3 clusters Score -248122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -248123.265625 Penalty: 2512.734863
	Iteration 20F: 3 clusters Score -248123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248124.765625 Penalty: 2512.734863
	Iteration 21Q: 3 clusters Score -248124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -248125.375000 Penalty: 2512.734863
	Iteration 22Q: 3 clusters Score -248125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -248127.140625 Penalty: 2512.734863
	Iteration 23Q: 3 clusters Score -248127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -248128.484375 Penalty: 2512.734863
	Iteration 24Q: 3 clusters Score -248128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -248128.750000 Penalty: 2512.734863
	Iteration 25Q: 3 clusters Score -248128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -248129.312500 Penalty: 2512.734863
	Iteration 26Q: 3 clusters Score -248129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -248129.765625 Penalty: 2512.734863
	Iteration 27Q: 3 clusters Score -248129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -248130.062500 Penalty: 2512.734863
	Iteration 28Q: 3 clusters Score -248130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -248130.937500 Penalty: 2512.734863
	Iteration 29Q: 3 clusters Score -248130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -248131.593750 Penalty: 2512.734863
	Iteration 30Q: 3 clusters Score -248131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -248132.203125 Penalty: 2512.734863
	Iteration 31Q: 3 clusters Score -248132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -248132.781250 Penalty: 2512.734863
	Iteration 32Q: 3 clusters Score -248132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -248132.781250 Penalty: 2512.734863
	Iteration 33F: 3 clusters Score -248132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122543 members 
Entering Unmasked Estep 
Score: -13455817.000000 Penalty: 1903.885254
	Iteration 0F: 2 clusters Score -1.345582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -13373881.000000 Penalty: 3807.770508
	Iteration 0F: 3 clusters Score -1.337388e+07 nChanged 58698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -13407894.000000 Penalty: 3807.770508
	Iteration 1F: 3 clusters Score -1.340789e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -13408899.000000 Penalty: 3807.770508
	Iteration 2Q: 3 clusters Score -1.34089e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -13410517.000000 Penalty: 3807.770508
	Iteration 3Q: 3 clusters Score -1.341052e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -13413426.000000 Penalty: 3807.770508
	Iteration 4F: 3 clusters Score -1.341343e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -13419043.000000 Penalty: 3807.770508
	Iteration 5F: 3 clusters Score -1.341904e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -13428211.000000 Penalty: 3807.770508
	Iteration 6F: 3 clusters Score -1.342821e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -13439356.000000 Penalty: 3807.770508
	Iteration 7F: 3 clusters Score -1.343936e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116568 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -13448066.000000 Penalty: 3807.770508
	Iteration 8F: 3 clusters Score -1.344807e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13452280.000000 Penalty: 3807.770508
	Iteration 9Q: 3 clusters Score -1.345228e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13453553.000000 Penalty: 3807.770508
	Iteration 10Q: 3 clusters Score -1.345355e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122331 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13453894.000000 Penalty: 3807.770508
	Iteration 11Q: 3 clusters Score -1.345389e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13454006.000000 Penalty: 3807.770508
	Iteration 12Q: 3 clusters Score -1.345401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13454048.000000 Penalty: 3807.770508
	Iteration 13Q: 3 clusters Score -1.345405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13454075.000000 Penalty: 3807.770508
	Iteration 14Q: 3 clusters Score -1.345408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13454085.000000 Penalty: 3807.770508
	Iteration 15Q: 3 clusters Score -1.345408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13454120.000000 Penalty: 3807.770508
	Iteration 16Q: 3 clusters Score -1.345412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13454122.000000 Penalty: 3807.770508
	Iteration 17Q: 3 clusters Score -1.345412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13454117.000000 Penalty: 3807.770508
	Iteration 18Q: 3 clusters Score -1.345412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13454126.000000 Penalty: 3807.770508
	Iteration 19Q: 3 clusters Score -1.345413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13454133.000000 Penalty: 3807.770508
	Iteration 20F: 3 clusters Score -1.345413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13454128.000000 Penalty: 3807.770508
	Iteration 21Q: 3 clusters Score -1.345413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13454132.000000 Penalty: 3807.770508
	Iteration 22Q: 3 clusters Score -1.345413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13454132.000000 Penalty: 3807.770508
	Iteration 23F: 3 clusters Score -1.345413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -41437.882812 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -41437.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40445.515625 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -40445.52 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40667.667969 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -40667.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40731.937500 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -40731.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40750.832031 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -40750.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40759.089844 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -40759.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40761.738281 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -40761.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40763.722656 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -40763.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40764.531250 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -40764.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40770.214844 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -40770.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40782.750000 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -40782.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40793.824219 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -40793.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40802.269531 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -40802.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40813.425781 Penalty: 1998.945923
	Iteration 12Q: 3 clusters Score -40813.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40820.421875 Penalty: 1998.945923
	Iteration 13Q: 3 clusters Score -40820.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40822.503906 Penalty: 1998.945923
	Iteration 14Q: 3 clusters Score -40822.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40822.503906 Penalty: 1998.945923
	Iteration 15F: 3 clusters Score -40822.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -530559.687500 Penalty: 1372.809326
	Iteration 0F: 2 clusters Score -530559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -526752.812500 Penalty: 2745.618652
	Iteration 0F: 3 clusters Score -526752.8 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -527730.687500 Penalty: 2745.618652
	Iteration 1F: 3 clusters Score -527730.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -527870.437500 Penalty: 2745.618652
	Iteration 2F: 3 clusters Score -527870.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -527962.812500 Penalty: 2745.618652
	Iteration 3Q: 3 clusters Score -527962.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -528015.375000 Penalty: 2745.618652
	Iteration 4Q: 3 clusters Score -528015.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -528054.500000 Penalty: 2745.618652
	Iteration 5Q: 3 clusters Score -528054.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -528088.875000 Penalty: 2745.618652
	Iteration 6Q: 3 clusters Score -528088.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -528112.562500 Penalty: 2745.618652
	Iteration 7Q: 3 clusters Score -528112.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -528138.812500 Penalty: 2745.618652
	Iteration 8Q: 3 clusters Score -528138.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -528159.812500 Penalty: 2745.618652
	Iteration 9Q: 3 clusters Score -528159.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -528173.437500 Penalty: 2745.618652
	Iteration 10Q: 3 clusters Score -528173.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -528185.687500 Penalty: 2745.618652
	Iteration 11Q: 3 clusters Score -528185.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -528201.937500 Penalty: 2745.618652
	Iteration 12Q: 3 clusters Score -528201.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -528219.312500 Penalty: 2745.618652
	Iteration 13Q: 3 clusters Score -528219.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -528230.250000 Penalty: 2745.618652
	Iteration 14Q: 3 clusters Score -528230.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -528240.875000 Penalty: 2745.618652
	Iteration 15Q: 3 clusters Score -528240.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -528253.125000 Penalty: 2745.618652
	Iteration 16Q: 3 clusters Score -528253.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -528264.812500 Penalty: 2745.618652
	Iteration 17Q: 3 clusters Score -528264.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -528277.437500 Penalty: 2745.618652
	Iteration 18Q: 3 clusters Score -528277.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -528287.875000 Penalty: 2745.618652
	Iteration 19Q: 3 clusters Score -528287.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -528300.187500 Penalty: 2745.618652
	Iteration 20F: 3 clusters Score -528300.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -528310.937500 Penalty: 2745.618652
	Iteration 21Q: 3 clusters Score -528310.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -528322.687500 Penalty: 2745.618652
	Iteration 22Q: 3 clusters Score -528322.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -528332.750000 Penalty: 2745.618652
	Iteration 23Q: 3 clusters Score -528332.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -528343.187500 Penalty: 2745.618652
	Iteration 24Q: 3 clusters Score -528343.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -528356.000000 Penalty: 2745.618652
	Iteration 25Q: 3 clusters Score -528356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -528364.875000 Penalty: 2745.618652
	Iteration 26Q: 3 clusters Score -528364.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -528372.000000 Penalty: 2745.618652
	Iteration 27Q: 3 clusters Score -528372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -528377.125000 Penalty: 2745.618652
	Iteration 28Q: 3 clusters Score -528377.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -528384.000000 Penalty: 2745.618652
	Iteration 29Q: 3 clusters Score -528384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -528390.187500 Penalty: 2745.618652
	Iteration 30Q: 3 clusters Score -528390.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -528397.375000 Penalty: 2745.618652
	Iteration 31Q: 3 clusters Score -528397.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -528405.062500 Penalty: 2745.618652
	Iteration 32Q: 3 clusters Score -528405.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -528414.812500 Penalty: 2745.618652
	Iteration 33Q: 3 clusters Score -528414.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -528425.125000 Penalty: 2745.618652
	Iteration 34Q: 3 clusters Score -528425.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -528436.000000 Penalty: 2745.618652
	Iteration 35Q: 3 clusters Score -528436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -528450.000000 Penalty: 2745.618652
	Iteration 36Q: 3 clusters Score -528450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -528464.125000 Penalty: 2745.618652
	Iteration 37Q: 3 clusters Score -528464.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -528483.375000 Penalty: 2745.618652
	Iteration 38Q: 3 clusters Score -528483.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -528510.500000 Penalty: 2745.618652
	Iteration 39Q: 3 clusters Score -528510.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -528549.187500 Penalty: 2745.618652
	Iteration 40F: 3 clusters Score -528549.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -528590.875000 Penalty: 2745.618652
	Iteration 41Q: 3 clusters Score -528590.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -528632.937500 Penalty: 2745.618652
	Iteration 42Q: 3 clusters Score -528632.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -528680.500000 Penalty: 2745.618652
	Iteration 43Q: 3 clusters Score -528680.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -528732.750000 Penalty: 2745.618652
	Iteration 44Q: 3 clusters Score -528732.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -528791.625000 Penalty: 2745.618652
	Iteration 45Q: 3 clusters Score -528791.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -528847.312500 Penalty: 2745.618652
	Iteration 46Q: 3 clusters Score -528847.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -528897.687500 Penalty: 2745.618652
	Iteration 47Q: 3 clusters Score -528897.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -528935.250000 Penalty: 2745.618652
	Iteration 48Q: 3 clusters Score -528935.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -528977.375000 Penalty: 2745.618652
	Iteration 49Q: 3 clusters Score -528977.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -529020.375000 Penalty: 2745.618652
	Iteration 50Q: 3 clusters Score -529020.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -529066.125000 Penalty: 2745.618652
	Iteration 51Q: 3 clusters Score -529066.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -529102.187500 Penalty: 2745.618652
	Iteration 52Q: 3 clusters Score -529102.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -529133.375000 Penalty: 2745.618652
	Iteration 53Q: 3 clusters Score -529133.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -529165.375000 Penalty: 2745.618652
	Iteration 54Q: 3 clusters Score -529165.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -529189.437500 Penalty: 2745.618652
	Iteration 55Q: 3 clusters Score -529189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -529210.625000 Penalty: 2745.618652
	Iteration 56Q: 3 clusters Score -529210.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -529237.000000 Penalty: 2745.618652
	Iteration 57Q: 3 clusters Score -529237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -529259.750000 Penalty: 2745.618652
	Iteration 58Q: 3 clusters Score -529259.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -529271.562500 Penalty: 2745.618652
	Iteration 59Q: 3 clusters Score -529271.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -529283.875000 Penalty: 2745.618652
	Iteration 60F: 3 clusters Score -529283.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -529294.437500 Penalty: 2745.618652
	Iteration 61Q: 3 clusters Score -529294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -529304.250000 Penalty: 2745.618652
	Iteration 62Q: 3 clusters Score -529304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -529309.062500 Penalty: 2745.618652
	Iteration 63Q: 3 clusters Score -529309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -529313.937500 Penalty: 2745.618652
	Iteration 64Q: 3 clusters Score -529313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -529317.500000 Penalty: 2745.618652
	Iteration 65Q: 3 clusters Score -529317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -529320.125000 Penalty: 2745.618652
	Iteration 66Q: 3 clusters Score -529320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -529323.000000 Penalty: 2745.618652
	Iteration 67Q: 3 clusters Score -529323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -529329.812500 Penalty: 2745.618652
	Iteration 68Q: 3 clusters Score -529329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -529331.062500 Penalty: 2745.618652
	Iteration 69Q: 3 clusters Score -529331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -529331.062500 Penalty: 2745.618652
	Iteration 70F: 3 clusters Score -529331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -314015.968750 Penalty: 1306.467896
	Iteration 0F: 2 clusters Score -314016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -311268.781250 Penalty: 2612.935791
	Iteration 0F: 3 clusters Score -311268.8 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -311957.343750 Penalty: 2612.935791
	Iteration 1F: 3 clusters Score -311957.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -312150.156250 Penalty: 2612.935791
	Iteration 2F: 3 clusters Score -312150.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312327.187500 Penalty: 2612.935791
	Iteration 3F: 3 clusters Score -312327.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -312538.000000 Penalty: 2612.935791
	Iteration 4F: 3 clusters Score -312538 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312769.093750 Penalty: 2612.935791
	Iteration 5F: 3 clusters Score -312769.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -312962.750000 Penalty: 2612.935791
	Iteration 6Q: 3 clusters Score -312962.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -313085.312500 Penalty: 2612.935791
	Iteration 7Q: 3 clusters Score -313085.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -313182.375000 Penalty: 2612.935791
	Iteration 8Q: 3 clusters Score -313182.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -313277.187500 Penalty: 2612.935791
	Iteration 9Q: 3 clusters Score -313277.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -313340.625000 Penalty: 2612.935791
	Iteration 10Q: 3 clusters Score -313340.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -313375.125000 Penalty: 2612.935791
	Iteration 11Q: 3 clusters Score -313375.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -313402.750000 Penalty: 2612.935791
	Iteration 12Q: 3 clusters Score -313402.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -313417.750000 Penalty: 2612.935791
	Iteration 13Q: 3 clusters Score -313417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -313422.437500 Penalty: 2612.935791
	Iteration 14Q: 3 clusters Score -313422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -313424.937500 Penalty: 2612.935791
	Iteration 15Q: 3 clusters Score -313424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -313428.250000 Penalty: 2612.935791
	Iteration 16Q: 3 clusters Score -313428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -313433.093750 Penalty: 2612.935791
	Iteration 17Q: 3 clusters Score -313433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -313434.406250 Penalty: 2612.935791
	Iteration 18Q: 3 clusters Score -313434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -313435.250000 Penalty: 2612.935791
	Iteration 19Q: 3 clusters Score -313435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -313437.031250 Penalty: 2612.935791
	Iteration 20F: 3 clusters Score -313437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -313440.218750 Penalty: 2612.935791
	Iteration 21Q: 3 clusters Score -313440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -313442.312500 Penalty: 2612.935791
	Iteration 22Q: 3 clusters Score -313442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -313443.125000 Penalty: 2612.935791
	Iteration 23Q: 3 clusters Score -313443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -313444.250000 Penalty: 2612.935791
	Iteration 24Q: 3 clusters Score -313444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -313445.750000 Penalty: 2612.935791
	Iteration 25Q: 3 clusters Score -313445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -313446.156250 Penalty: 2612.935791
	Iteration 26Q: 3 clusters Score -313446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -313446.156250 Penalty: 2612.935791
	Iteration 27F: 3 clusters Score -313446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Entering Unmasked Estep 
Score: -2577214.750000 Penalty: 1634.391724
	Iteration 0F: 2 clusters Score -2577215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2561411.500000 Penalty: 3268.783447
	Iteration 0F: 3 clusters Score -2561412 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2567414.250000 Penalty: 3268.783447
	Iteration 1F: 3 clusters Score -2567414 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2567767.000000 Penalty: 3268.783447
	Iteration 2Q: 3 clusters Score -2567767 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2568187.000000 Penalty: 3268.783447
	Iteration 3Q: 3 clusters Score -2568187 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2568772.250000 Penalty: 3268.783447
	Iteration 4Q: 3 clusters Score -2568772 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2569584.000000 Penalty: 3268.783447
	Iteration 5F: 3 clusters Score -2569584 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2570739.500000 Penalty: 3268.783447
	Iteration 6F: 3 clusters Score -2570740 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2572147.750000 Penalty: 3268.783447
	Iteration 7F: 3 clusters Score -2572148 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2573525.250000 Penalty: 3268.783447
	Iteration 8F: 3 clusters Score -2573525 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2574582.000000 Penalty: 3268.783447
	Iteration 9Q: 3 clusters Score -2574582 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2575231.500000 Penalty: 3268.783447
	Iteration 10Q: 3 clusters Score -2575232 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2575525.250000 Penalty: 3268.783447
	Iteration 11Q: 3 clusters Score -2575525 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2575640.750000 Penalty: 3268.783447
	Iteration 12Q: 3 clusters Score -2575641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2575694.250000 Penalty: 3268.783447
	Iteration 13Q: 3 clusters Score -2575694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2575722.750000 Penalty: 3268.783447
	Iteration 14Q: 3 clusters Score -2575723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2575744.500000 Penalty: 3268.783447
	Iteration 15Q: 3 clusters Score -2575744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2575759.250000 Penalty: 3268.783447
	Iteration 16Q: 3 clusters Score -2575759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2575765.500000 Penalty: 3268.783447
	Iteration 17Q: 3 clusters Score -2575766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2575777.750000 Penalty: 3268.783447
	Iteration 18Q: 3 clusters Score -2575778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2575784.500000 Penalty: 3268.783447
	Iteration 19Q: 3 clusters Score -2575784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2575789.000000 Penalty: 3268.783447
	Iteration 20F: 3 clusters Score -2575789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2575794.250000 Penalty: 3268.783447
	Iteration 21Q: 3 clusters Score -2575794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2575797.750000 Penalty: 3268.783447
	Iteration 22Q: 3 clusters Score -2575798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2575797.750000 Penalty: 3268.783447
	Iteration 23F: 3 clusters Score -2575798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -137558.515625 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -137558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135979.656250 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -135979.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136275.187500 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -136275.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136378.328125 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -136378.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136436.203125 Penalty: 2319.356934
	Iteration 3Q: 3 clusters Score -136436.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136480.468750 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -136480.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136509.781250 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -136509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136522.218750 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -136522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136530.468750 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -136530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136533.734375 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -136533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136536.140625 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -136536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136539.484375 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -136539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136544.015625 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -136544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136549.375000 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -136549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136553.562500 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -136553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136553.968750 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -136554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136553.968750 Penalty: 2319.356934
	Iteration 15F: 3 clusters Score -136554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Entering Unmasked Estep 
Score: -4651966.000000 Penalty: 1731.176270
	Iteration 0F: 2 clusters Score -4651966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4623701.500000 Penalty: 3462.352539
	Iteration 0F: 3 clusters Score -4623702 nChanged 19598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4634605.500000 Penalty: 3462.352539
	Iteration 1F: 3 clusters Score -4634606 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4635174.000000 Penalty: 3462.352539
	Iteration 2Q: 3 clusters Score -4635174 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4635830.000000 Penalty: 3462.352539
	Iteration 3Q: 3 clusters Score -4635830 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4636679.000000 Penalty: 3462.352539
	Iteration 4Q: 3 clusters Score -4636679 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4637926.500000 Penalty: 3462.352539
	Iteration 5F: 3 clusters Score -4637926 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4639639.500000 Penalty: 3462.352539
	Iteration 6F: 3 clusters Score -4639640 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4641798.500000 Penalty: 3462.352539
	Iteration 7F: 3 clusters Score -4641798 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4643851.500000 Penalty: 3462.352539
	Iteration 8F: 3 clusters Score -4643852 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -4645571.000000 Penalty: 3462.352539
	Iteration 9F: 3 clusters Score -4645571 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4646746.500000 Penalty: 3462.352539
	Iteration 10Q: 3 clusters Score -4646746 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4647492.500000 Penalty: 3462.352539
	Iteration 11Q: 3 clusters Score -4647492 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4648021.500000 Penalty: 3462.352539
	Iteration 12Q: 3 clusters Score -4648022 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -4648444.500000 Penalty: 3462.352539
	Iteration 13Q: 3 clusters Score -4648444 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4648848.500000 Penalty: 3462.352539
	Iteration 14Q: 3 clusters Score -4648848 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4649143.500000 Penalty: 3462.352539
	Iteration 15Q: 3 clusters Score -4649144 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4649355.000000 Penalty: 3462.352539
	Iteration 16Q: 3 clusters Score -4649355 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4649546.000000 Penalty: 3462.352539
	Iteration 17Q: 3 clusters Score -4649546 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4649715.500000 Penalty: 3462.352539
	Iteration 18Q: 3 clusters Score -4649716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4649806.500000 Penalty: 3462.352539
	Iteration 19Q: 3 clusters Score -4649806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4649883.000000 Penalty: 3462.352539
	Iteration 20F: 3 clusters Score -4649883 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4649945.000000 Penalty: 3462.352539
	Iteration 21Q: 3 clusters Score -4649945 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4650006.500000 Penalty: 3462.352539
	Iteration 22Q: 3 clusters Score -4650006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4650048.500000 Penalty: 3462.352539
	Iteration 23Q: 3 clusters Score -4650048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4650096.000000 Penalty: 3462.352539
	Iteration 24Q: 3 clusters Score -4650096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4650128.500000 Penalty: 3462.352539
	Iteration 25Q: 3 clusters Score -4650128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4650162.000000 Penalty: 3462.352539
	Iteration 26Q: 3 clusters Score -4650162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4650181.000000 Penalty: 3462.352539
	Iteration 27Q: 3 clusters Score -4650181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4650202.000000 Penalty: 3462.352539
	Iteration 28Q: 3 clusters Score -4650202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4650215.500000 Penalty: 3462.352539
	Iteration 29Q: 3 clusters Score -4650216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4650248.000000 Penalty: 3462.352539
	Iteration 30Q: 3 clusters Score -4650248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4650256.000000 Penalty: 3462.352539
	Iteration 31Q: 3 clusters Score -4650256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4650256.000000 Penalty: 3462.352539
	Iteration 32Q: 3 clusters Score -4650256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4650275.500000 Penalty: 3462.352539
	Iteration 33Q: 3 clusters Score -4650276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4650278.000000 Penalty: 3462.352539
	Iteration 34Q: 3 clusters Score -4650278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4650277.000000 Penalty: 3462.352539
	Iteration 35Q: 3 clusters Score -4650277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4650278.500000 Penalty: 3462.352539
	Iteration 36Q: 3 clusters Score -4650278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4650280.500000 Penalty: 3462.352539
	Iteration 37Q: 3 clusters Score -4650280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4650287.500000 Penalty: 3462.352539
	Iteration 38Q: 3 clusters Score -4650288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4650296.000000 Penalty: 3462.352539
	Iteration 39Q: 3 clusters Score -4650296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4650297.500000 Penalty: 3462.352539
	Iteration 40F: 3 clusters Score -4650298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4650303.000000 Penalty: 3462.352539
	Iteration 41Q: 3 clusters Score -4650303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4650306.500000 Penalty: 3462.352539
	Iteration 42Q: 3 clusters Score -4650306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4650305.000000 Penalty: 3462.352539
	Iteration 43Q: 3 clusters Score -4650305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4650299.500000 Penalty: 3462.352539
	Iteration 44Q: 3 clusters Score -4650300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4650308.000000 Penalty: 3462.352539
	Iteration 45Q: 3 clusters Score -4650308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4650318.500000 Penalty: 3462.352539
	Iteration 46Q: 3 clusters Score -4650318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4650322.000000 Penalty: 3462.352539
	Iteration 47Q: 3 clusters Score -4650322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4650328.000000 Penalty: 3462.352539
	Iteration 48Q: 3 clusters Score -4650328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4650326.000000 Penalty: 3462.352539
	Iteration 49Q: 3 clusters Score -4650326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4650323.000000 Penalty: 3462.352539
	Iteration 50Q: 3 clusters Score -4650323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4650331.000000 Penalty: 3462.352539
	Iteration 51Q: 3 clusters Score -4650331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4650332.500000 Penalty: 3462.352539
	Iteration 52Q: 3 clusters Score -4650332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4650331.000000 Penalty: 3462.352539
	Iteration 53Q: 3 clusters Score -4650331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4650335.000000 Penalty: 3462.352539
	Iteration 54Q: 3 clusters Score -4650335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4650336.500000 Penalty: 3462.352539
	Iteration 55Q: 3 clusters Score -4650336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4650335.000000 Penalty: 3462.352539
	Iteration 56Q: 3 clusters Score -4650335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4650338.000000 Penalty: 3462.352539
	Iteration 57Q: 3 clusters Score -4650338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4650346.500000 Penalty: 3462.352539
	Iteration 58Q: 3 clusters Score -4650346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4650350.000000 Penalty: 3462.352539
	Iteration 59Q: 3 clusters Score -4650350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4650349.500000 Penalty: 3462.352539
	Iteration 60F: 3 clusters Score -4650350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4650355.000000 Penalty: 3462.352539
	Iteration 61Q: 3 clusters Score -4650355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4650354.000000 Penalty: 3462.352539
	Iteration 62Q: 3 clusters Score -4650354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4650348.500000 Penalty: 3462.352539
	Iteration 63Q: 3 clusters Score -4650348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4650353.500000 Penalty: 3462.352539
	Iteration 64Q: 3 clusters Score -4650354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4650358.500000 Penalty: 3462.352539
	Iteration 65Q: 3 clusters Score -4650358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4650366.500000 Penalty: 3462.352539
	Iteration 66Q: 3 clusters Score -4650366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4650365.000000 Penalty: 3462.352539
	Iteration 67Q: 3 clusters Score -4650365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4650365.000000 Penalty: 3462.352539
	Iteration 68Q: 3 clusters Score -4650365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4650363.000000 Penalty: 3462.352539
	Iteration 69Q: 3 clusters Score -4650363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4650363.000000 Penalty: 3462.352539
	Iteration 70Q: 3 clusters Score -4650363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4650364.000000 Penalty: 3462.352539
	Iteration 71Q: 3 clusters Score -4650364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4650363.500000 Penalty: 3462.352539
	Iteration 72Q: 3 clusters Score -4650364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4650363.500000 Penalty: 3462.352539
	Iteration 73F: 3 clusters Score -4650364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 29293 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125230 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234904 members 
Mstep: Class 9 contains 44469 members 
Mstep: Class 11 contains 157795 members 
Mstep: Class 12 contains 23470 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122543 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 42336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856512.000000 Penalty: 44658.785156
Iteration 159Q: 21 clusters Score -9.885651e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 29314 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125223 members 
Mstep: Class 5 contains 32407 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234910 members 
Mstep: Class 9 contains 44458 members 
Mstep: Class 11 contains 157784 members 
Mstep: Class 12 contains 23462 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122547 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856576.000000 Penalty: 44658.785156
Iteration 160F: 21 clusters Score -9.885658e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 29332 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125219 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234918 members 
Mstep: Class 9 contains 44450 members 
Mstep: Class 11 contains 157776 members 
Mstep: Class 12 contains 23454 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122551 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23338 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856616.000000 Penalty: 44658.785156
Iteration 161Q: 21 clusters Score -9.885662e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 29353 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125214 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234920 members 
Mstep: Class 9 contains 44446 members 
Mstep: Class 11 contains 157763 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122551 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23338 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856608.000000 Penalty: 44658.785156
Iteration 162Q: 21 clusters Score -9.885661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 29371 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125209 members 
Mstep: Class 5 contains 32406 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234920 members 
Mstep: Class 9 contains 44446 members 
Mstep: Class 11 contains 157753 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122548 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23339 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856640.000000 Penalty: 44658.785156
Iteration 163Q: 21 clusters Score -9.885664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 29386 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125210 members 
Mstep: Class 5 contains 32406 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234920 members 
Mstep: Class 9 contains 44445 members 
Mstep: Class 11 contains 157733 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 122550 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23340 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856672.000000 Penalty: 44658.785156
Iteration 164Q: 21 clusters Score -9.885667e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 29404 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125212 members 
Mstep: Class 5 contains 32404 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234918 members 
Mstep: Class 9 contains 44442 members 
Mstep: Class 11 contains 157722 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 122552 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856720.000000 Penalty: 44658.785156
Iteration 165Q: 21 clusters Score -9.885672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 29417 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125210 members 
Mstep: Class 5 contains 32402 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234921 members 
Mstep: Class 9 contains 44440 members 
Mstep: Class 11 contains 157716 members 
Mstep: Class 12 contains 23432 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122552 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856784.000000 Penalty: 44658.785156
Iteration 166Q: 21 clusters Score -9.885678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 29424 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125211 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234921 members 
Mstep: Class 9 contains 44437 members 
Mstep: Class 11 contains 157716 members 
Mstep: Class 12 contains 23432 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 122548 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4648 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856720.000000 Penalty: 44658.785156
Iteration 167Q: 21 clusters Score -9.885672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 29428 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125211 members 
Mstep: Class 5 contains 32398 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234927 members 
Mstep: Class 9 contains 44433 members 
Mstep: Class 11 contains 157716 members 
Mstep: Class 12 contains 23430 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122545 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4643 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856712.000000 Penalty: 44658.785156
Iteration 168Q: 21 clusters Score -9.885671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 29438 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125213 members 
Mstep: Class 5 contains 32394 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234928 members 
Mstep: Class 9 contains 44429 members 
Mstep: Class 11 contains 157710 members 
Mstep: Class 12 contains 23430 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122543 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856808.000000 Penalty: 44658.785156
Iteration 169Q: 21 clusters Score -9.885681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 29454 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125214 members 
Mstep: Class 5 contains 32396 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234933 members 
Mstep: Class 9 contains 44420 members 
Mstep: Class 11 contains 157699 members 
Mstep: Class 12 contains 23427 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122544 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4640 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856752.000000 Penalty: 44658.785156
Iteration 170Q: 21 clusters Score -9.885675e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 29465 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125211 members 
Mstep: Class 5 contains 32395 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234933 members 
Mstep: Class 9 contains 44419 members 
Mstep: Class 11 contains 157692 members 
Mstep: Class 12 contains 23425 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122545 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856632.000000 Penalty: 44658.785156
Iteration 171Q: 21 clusters Score -9.885663e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 29475 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125210 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234933 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 11 contains 157685 members 
Mstep: Class 12 contains 23424 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122547 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856640.000000 Penalty: 44658.785156
Iteration 172Q: 21 clusters Score -9.885664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 29479 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125207 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234935 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 11 contains 157678 members 
Mstep: Class 12 contains 23423 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122550 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856592.000000 Penalty: 44658.785156
Iteration 173Q: 21 clusters Score -9.885659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 29482 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125207 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 234932 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 11 contains 157676 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122552 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23344 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856592.000000 Penalty: 44658.785156
Iteration 174Q: 21 clusters Score -9.885659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 29486 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125206 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234933 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157675 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122550 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23345 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856632.000000 Penalty: 44658.785156
Iteration 175Q: 21 clusters Score -9.885663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125204 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234930 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157673 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122549 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856632.000000 Penalty: 44658.785156
Iteration 176Q: 21 clusters Score -9.885663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125202 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234931 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157672 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122550 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856592.000000 Penalty: 44658.785156
Iteration 177Q: 21 clusters Score -9.885659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125202 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234932 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157672 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122550 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856608.000000 Penalty: 44658.785156
Iteration 178Q: 21 clusters Score -9.885661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125201 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234932 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157672 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122551 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856632.000000 Penalty: 44658.785156
Iteration 179Q: 21 clusters Score -9.885663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125201 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234932 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157671 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122552 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856640.000000 Penalty: 44658.785156
Iteration 180F: 21 clusters Score -9.885664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125201 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234931 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157671 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122553 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856624.000000 Penalty: 44658.785156
Iteration 181Q: 21 clusters Score -9.885662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 125201 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234931 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 11 contains 157671 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122553 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856624.000000 Penalty: 44658.785156
Iteration 182F: 21 clusters Score -9.885662e+07 nChanged 0
Entering ConstructFrom: 
Score: -98856624.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (68953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Entering Unmasked Estep 
Score: -7555854.000000 Penalty: 1810.441772
	Iteration 0F: 2 clusters Score -7555854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -7509753.000000 Penalty: 3620.883545
	Iteration 0F: 3 clusters Score -7509753 nChanged 32615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7528536.500000 Penalty: 3620.883545
	Iteration 1F: 3 clusters Score -7528536 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -7529224.000000 Penalty: 3620.883545
	Iteration 2Q: 3 clusters Score -7529224 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7530096.000000 Penalty: 3620.883545
	Iteration 3Q: 3 clusters Score -7530096 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7531265.500000 Penalty: 3620.883545
	Iteration 4Q: 3 clusters Score -7531266 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -7533056.500000 Penalty: 3620.883545
	Iteration 5F: 3 clusters Score -7533056 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -7535739.500000 Penalty: 3620.883545
	Iteration 6F: 3 clusters Score -7535740 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -7539653.000000 Penalty: 3620.883545
	Iteration 7F: 3 clusters Score -7539653 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -7544034.500000 Penalty: 3620.883545
	Iteration 8F: 3 clusters Score -7544034 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -7547952.000000 Penalty: 3620.883545
	Iteration 9F: 3 clusters Score -7547952 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -7550692.000000 Penalty: 3620.883545
	Iteration 10Q: 3 clusters Score -7550692 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -7552324.500000 Penalty: 3620.883545
	Iteration 11Q: 3 clusters Score -7552324 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -7553282.000000 Penalty: 3620.883545
	Iteration 12Q: 3 clusters Score -7553282 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -7553735.000000 Penalty: 3620.883545
	Iteration 13Q: 3 clusters Score -7553735 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -7553988.000000 Penalty: 3620.883545
	Iteration 14Q: 3 clusters Score -7553988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -7554104.000000 Penalty: 3620.883545
	Iteration 15Q: 3 clusters Score -7554104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -7554157.500000 Penalty: 3620.883545
	Iteration 16Q: 3 clusters Score -7554158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -7554195.000000 Penalty: 3620.883545
	Iteration 17Q: 3 clusters Score -7554195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -7554228.500000 Penalty: 3620.883545
	Iteration 18Q: 3 clusters Score -7554228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -7554242.000000 Penalty: 3620.883545
	Iteration 19Q: 3 clusters Score -7554242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -7554250.000000 Penalty: 3620.883545
	Iteration 20F: 3 clusters Score -7554250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -7554272.500000 Penalty: 3620.883545
	Iteration 21Q: 3 clusters Score -7554272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -7554277.000000 Penalty: 3620.883545
	Iteration 22Q: 3 clusters Score -7554277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -7554273.000000 Penalty: 3620.883545
	Iteration 23Q: 3 clusters Score -7554273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -7554282.000000 Penalty: 3620.883545
	Iteration 24Q: 3 clusters Score -7554282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -7554284.000000 Penalty: 3620.883545
	Iteration 25Q: 3 clusters Score -7554284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -7554282.500000 Penalty: 3620.883545
	Iteration 26Q: 3 clusters Score -7554282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -7554286.500000 Penalty: 3620.883545
	Iteration 27Q: 3 clusters Score -7554286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -7554287.000000 Penalty: 3620.883545
	Iteration 28Q: 3 clusters Score -7554287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -7554298.000000 Penalty: 3620.883545
	Iteration 29Q: 3 clusters Score -7554298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -7554302.500000 Penalty: 3620.883545
	Iteration 30Q: 3 clusters Score -7554302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -7554307.000000 Penalty: 3620.883545
	Iteration 31Q: 3 clusters Score -7554307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -7554310.000000 Penalty: 3620.883545
	Iteration 32Q: 3 clusters Score -7554310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -7554313.000000 Penalty: 3620.883545
	Iteration 33Q: 3 clusters Score -7554313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -7554320.000000 Penalty: 3620.883545
	Iteration 34Q: 3 clusters Score -7554320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -7554317.500000 Penalty: 3620.883545
	Iteration 35Q: 3 clusters Score -7554318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -7554316.000000 Penalty: 3620.883545
	Iteration 36Q: 3 clusters Score -7554316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -7554320.500000 Penalty: 3620.883545
	Iteration 37Q: 3 clusters Score -7554320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -7554320.500000 Penalty: 3620.883545
	Iteration 38F: 3 clusters Score -7554320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Entering Unmasked Estep 
Score: -3249011.500000 Penalty: 1672.413086
	Iteration 0F: 2 clusters Score -3249012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3229241.500000 Penalty: 3344.826172
	Iteration 0F: 3 clusters Score -3229242 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3236812.500000 Penalty: 3344.826172
	Iteration 1F: 3 clusters Score -3236812 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3237250.750000 Penalty: 3344.826172
	Iteration 2Q: 3 clusters Score -3237251 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3237776.000000 Penalty: 3344.826172
	Iteration 3Q: 3 clusters Score -3237776 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3238377.250000 Penalty: 3344.826172
	Iteration 4Q: 3 clusters Score -3238377 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3239034.000000 Penalty: 3344.826172
	Iteration 5Q: 3 clusters Score -3239034 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3239719.500000 Penalty: 3344.826172
	Iteration 6Q: 3 clusters Score -3239720 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3240474.000000 Penalty: 3344.826172
	Iteration 7Q: 3 clusters Score -3240474 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3241320.000000 Penalty: 3344.826172
	Iteration 8Q: 3 clusters Score -3241320 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3242197.250000 Penalty: 3344.826172
	Iteration 9Q: 3 clusters Score -3242197 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3243059.500000 Penalty: 3344.826172
	Iteration 10Q: 3 clusters Score -3243060 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3243773.000000 Penalty: 3344.826172
	Iteration 11Q: 3 clusters Score -3243773 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3244259.250000 Penalty: 3344.826172
	Iteration 12Q: 3 clusters Score -3244259 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3244589.500000 Penalty: 3344.826172
	Iteration 13Q: 3 clusters Score -3244590 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3244802.000000 Penalty: 3344.826172
	Iteration 14Q: 3 clusters Score -3244802 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3244985.750000 Penalty: 3344.826172
	Iteration 15Q: 3 clusters Score -3244986 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3245161.250000 Penalty: 3344.826172
	Iteration 16Q: 3 clusters Score -3245161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3245327.000000 Penalty: 3344.826172
	Iteration 17Q: 3 clusters Score -3245327 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3245512.000000 Penalty: 3344.826172
	Iteration 18Q: 3 clusters Score -3245512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3245684.250000 Penalty: 3344.826172
	Iteration 19Q: 3 clusters Score -3245684 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3245849.250000 Penalty: 3344.826172
	Iteration 20F: 3 clusters Score -3245849 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3246005.500000 Penalty: 3344.826172
	Iteration 21Q: 3 clusters Score -3246006 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3246176.000000 Penalty: 3344.826172
	Iteration 22Q: 3 clusters Score -3246176 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3246353.500000 Penalty: 3344.826172
	Iteration 23Q: 3 clusters Score -3246354 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3246508.750000 Penalty: 3344.826172
	Iteration 24Q: 3 clusters Score -3246509 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3246681.500000 Penalty: 3344.826172
	Iteration 25Q: 3 clusters Score -3246682 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3246838.250000 Penalty: 3344.826172
	Iteration 26Q: 3 clusters Score -3246838 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3246971.500000 Penalty: 3344.826172
	Iteration 27Q: 3 clusters Score -3246972 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3247084.750000 Penalty: 3344.826172
	Iteration 28Q: 3 clusters Score -3247085 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3247172.750000 Penalty: 3344.826172
	Iteration 29Q: 3 clusters Score -3247173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3247249.500000 Penalty: 3344.826172
	Iteration 30Q: 3 clusters Score -3247250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3247297.000000 Penalty: 3344.826172
	Iteration 31Q: 3 clusters Score -3247297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3247349.000000 Penalty: 3344.826172
	Iteration 32Q: 3 clusters Score -3247349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3247385.500000 Penalty: 3344.826172
	Iteration 33Q: 3 clusters Score -3247386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3247427.250000 Penalty: 3344.826172
	Iteration 34Q: 3 clusters Score -3247427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3247475.500000 Penalty: 3344.826172
	Iteration 35Q: 3 clusters Score -3247476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3247501.750000 Penalty: 3344.826172
	Iteration 36Q: 3 clusters Score -3247502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3247518.500000 Penalty: 3344.826172
	Iteration 37Q: 3 clusters Score -3247518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3247538.000000 Penalty: 3344.826172
	Iteration 38Q: 3 clusters Score -3247538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3247552.000000 Penalty: 3344.826172
	Iteration 39Q: 3 clusters Score -3247552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3247564.500000 Penalty: 3344.826172
	Iteration 40F: 3 clusters Score -3247564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3247571.750000 Penalty: 3344.826172
	Iteration 41Q: 3 clusters Score -3247572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3247578.500000 Penalty: 3344.826172
	Iteration 42Q: 3 clusters Score -3247578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3247585.250000 Penalty: 3344.826172
	Iteration 43Q: 3 clusters Score -3247585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3247591.500000 Penalty: 3344.826172
	Iteration 44Q: 3 clusters Score -3247592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3247592.250000 Penalty: 3344.826172
	Iteration 45Q: 3 clusters Score -3247592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3247593.750000 Penalty: 3344.826172
	Iteration 46Q: 3 clusters Score -3247594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3247593.750000 Penalty: 3344.826172
	Iteration 47F: 3 clusters Score -3247594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -329952.156250 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -329952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -327222.343750 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -327222.3 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -328205.656250 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -328205.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -328733.187500 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -328733.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329163.062500 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -329163.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -329495.406250 Penalty: 2608.717773
	Iteration 4F: 3 clusters Score -329495.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -329763.062500 Penalty: 2608.717773
	Iteration 5F: 3 clusters Score -329763.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -329934.312500 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -329934.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -330048.000000 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -330048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -330078.718750 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -330078.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -330086.312500 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -330086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -330089.906250 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -330089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -330091.406250 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -330091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -330091.687500 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -330091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -330092.343750 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -330092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -330092.343750 Penalty: 2608.717773
	Iteration 14F: 3 clusters Score -330092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 125201 members 
Mstep: Class 5 contains 32392 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 234931 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 157671 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 122553 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 23346 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 42409 members 
Entering Unmasked Estep 
Score: -98855848.000000 Penalty: 46891.722656
Splitting cluster 3 changes total score from -98856624.000000 to -98855848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (125201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Entering Unmasked Estep 
Score: -13700995.000000 Penalty: 1907.372314
	Iteration 0F: 2 clusters Score -1.3701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -13616976.000000 Penalty: 3814.744629
	Iteration 0F: 3 clusters Score -1.361698e+07 nChanged 60359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -13652343.000000 Penalty: 3814.744629
	Iteration 1F: 3 clusters Score -1.365234e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -13653281.000000 Penalty: 3814.744629
	Iteration 2Q: 3 clusters Score -1.365328e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -13654477.000000 Penalty: 3814.744629
	Iteration 3Q: 3 clusters Score -1.365448e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -13656813.000000 Penalty: 3814.744629
	Iteration 4Q: 3 clusters Score -1.365681e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -13661367.000000 Penalty: 3814.744629
	Iteration 5F: 3 clusters Score -1.366137e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -13669126.000000 Penalty: 3814.744629
	Iteration 6F: 3 clusters Score -1.366913e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -13680194.000000 Penalty: 3814.744629
	Iteration 7F: 3 clusters Score -1.368019e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -13690830.000000 Penalty: 3814.744629
	Iteration 8F: 3 clusters Score -1.369083e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -13696798.000000 Penalty: 3814.744629
	Iteration 9Q: 3 clusters Score -1.36968e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13698583.000000 Penalty: 3814.744629
	Iteration 10Q: 3 clusters Score -1.369858e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13699054.000000 Penalty: 3814.744629
	Iteration 11Q: 3 clusters Score -1.369905e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125031 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13699198.000000 Penalty: 3814.744629
	Iteration 12Q: 3 clusters Score -1.36992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13699269.000000 Penalty: 3814.744629
	Iteration 13Q: 3 clusters Score -1.369927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13699271.000000 Penalty: 3814.744629
	Iteration 14Q: 3 clusters Score -1.369927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13699284.000000 Penalty: 3814.744629
	Iteration 15Q: 3 clusters Score -1.369928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13699283.000000 Penalty: 3814.744629
	Iteration 16Q: 3 clusters Score -1.369928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13699283.000000 Penalty: 3814.744629
	Iteration 17F: 3 clusters Score -1.369928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Entering Unmasked Estep 
Score: -3563465.000000 Penalty: 1687.670898
	Iteration 0F: 2 clusters Score -3563465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3541644.250000 Penalty: 3375.341797
	Iteration 0F: 3 clusters Score -3541644 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3550152.250000 Penalty: 3375.341797
	Iteration 1F: 3 clusters Score -3550152 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3550853.750000 Penalty: 3375.341797
	Iteration 2Q: 3 clusters Score -3550854 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3551797.000000 Penalty: 3375.341797
	Iteration 3F: 3 clusters Score -3551797 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3553177.500000 Penalty: 3375.341797
	Iteration 4F: 3 clusters Score -3553178 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3555047.250000 Penalty: 3375.341797
	Iteration 5F: 3 clusters Score -3555047 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3556925.000000 Penalty: 3375.341797
	Iteration 6F: 3 clusters Score -3556925 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3558352.250000 Penalty: 3375.341797
	Iteration 7F: 3 clusters Score -3558352 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3559122.500000 Penalty: 3375.341797
	Iteration 8Q: 3 clusters Score -3559122 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3559482.500000 Penalty: 3375.341797
	Iteration 9Q: 3 clusters Score -3559482 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3559654.000000 Penalty: 3375.341797
	Iteration 10Q: 3 clusters Score -3559654 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3559798.500000 Penalty: 3375.341797
	Iteration 11Q: 3 clusters Score -3559798 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3559929.250000 Penalty: 3375.341797
	Iteration 12Q: 3 clusters Score -3559929 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3560019.750000 Penalty: 3375.341797
	Iteration 13Q: 3 clusters Score -3560020 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3560097.500000 Penalty: 3375.341797
	Iteration 14Q: 3 clusters Score -3560098 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3560203.500000 Penalty: 3375.341797
	Iteration 15Q: 3 clusters Score -3560204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3560258.500000 Penalty: 3375.341797
	Iteration 16Q: 3 clusters Score -3560258 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3560299.000000 Penalty: 3375.341797
	Iteration 17Q: 3 clusters Score -3560299 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3560319.250000 Penalty: 3375.341797
	Iteration 18Q: 3 clusters Score -3560319 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3560357.500000 Penalty: 3375.341797
	Iteration 19Q: 3 clusters Score -3560358 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3560408.750000 Penalty: 3375.341797
	Iteration 20F: 3 clusters Score -3560409 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3560458.750000 Penalty: 3375.341797
	Iteration 21Q: 3 clusters Score -3560459 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3560490.250000 Penalty: 3375.341797
	Iteration 22Q: 3 clusters Score -3560490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3560517.500000 Penalty: 3375.341797
	Iteration 23Q: 3 clusters Score -3560518 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3560545.500000 Penalty: 3375.341797
	Iteration 24Q: 3 clusters Score -3560546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3560587.250000 Penalty: 3375.341797
	Iteration 25Q: 3 clusters Score -3560587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3560619.250000 Penalty: 3375.341797
	Iteration 26Q: 3 clusters Score -3560619 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3560681.000000 Penalty: 3375.341797
	Iteration 27Q: 3 clusters Score -3560681 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3560716.000000 Penalty: 3375.341797
	Iteration 28Q: 3 clusters Score -3560716 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3560764.250000 Penalty: 3375.341797
	Iteration 29Q: 3 clusters Score -3560764 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3560809.000000 Penalty: 3375.341797
	Iteration 30Q: 3 clusters Score -3560809 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3560855.000000 Penalty: 3375.341797
	Iteration 31Q: 3 clusters Score -3560855 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3560894.750000 Penalty: 3375.341797
	Iteration 32Q: 3 clusters Score -3560895 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3560924.750000 Penalty: 3375.341797
	Iteration 33Q: 3 clusters Score -3560925 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3560969.000000 Penalty: 3375.341797
	Iteration 34Q: 3 clusters Score -3560969 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3561010.750000 Penalty: 3375.341797
	Iteration 35Q: 3 clusters Score -3561011 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3561047.000000 Penalty: 3375.341797
	Iteration 36Q: 3 clusters Score -3561047 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3561078.500000 Penalty: 3375.341797
	Iteration 37Q: 3 clusters Score -3561078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3561103.250000 Penalty: 3375.341797
	Iteration 38Q: 3 clusters Score -3561103 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3561135.750000 Penalty: 3375.341797
	Iteration 39Q: 3 clusters Score -3561136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3561145.750000 Penalty: 3375.341797
	Iteration 40F: 3 clusters Score -3561146 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3561165.000000 Penalty: 3375.341797
	Iteration 41Q: 3 clusters Score -3561165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3561197.000000 Penalty: 3375.341797
	Iteration 42Q: 3 clusters Score -3561197 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3561234.000000 Penalty: 3375.341797
	Iteration 43Q: 3 clusters Score -3561234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3561265.500000 Penalty: 3375.341797
	Iteration 44Q: 3 clusters Score -3561266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3561289.500000 Penalty: 3375.341797
	Iteration 45Q: 3 clusters Score -3561290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3561314.000000 Penalty: 3375.341797
	Iteration 46Q: 3 clusters Score -3561314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3561325.000000 Penalty: 3375.341797
	Iteration 47Q: 3 clusters Score -3561325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3561345.750000 Penalty: 3375.341797
	Iteration 48Q: 3 clusters Score -3561346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3561369.750000 Penalty: 3375.341797
	Iteration 49Q: 3 clusters Score -3561370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -3561406.750000 Penalty: 3375.341797
	Iteration 50Q: 3 clusters Score -3561407 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3561433.500000 Penalty: 3375.341797
	Iteration 51Q: 3 clusters Score -3561434 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3561458.500000 Penalty: 3375.341797
	Iteration 52Q: 3 clusters Score -3561458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3561477.250000 Penalty: 3375.341797
	Iteration 53Q: 3 clusters Score -3561477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3561508.000000 Penalty: 3375.341797
	Iteration 54Q: 3 clusters Score -3561508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3561532.000000 Penalty: 3375.341797
	Iteration 55Q: 3 clusters Score -3561532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3561566.500000 Penalty: 3375.341797
	Iteration 56Q: 3 clusters Score -3561566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3561598.500000 Penalty: 3375.341797
	Iteration 57Q: 3 clusters Score -3561598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3561625.000000 Penalty: 3375.341797
	Iteration 58Q: 3 clusters Score -3561625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3561656.750000 Penalty: 3375.341797
	Iteration 59Q: 3 clusters Score -3561657 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3561679.250000 Penalty: 3375.341797
	Iteration 60F: 3 clusters Score -3561679 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3561694.750000 Penalty: 3375.341797
	Iteration 61Q: 3 clusters Score -3561695 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3561717.250000 Penalty: 3375.341797
	Iteration 62Q: 3 clusters Score -3561717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3561724.250000 Penalty: 3375.341797
	Iteration 63Q: 3 clusters Score -3561724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3561736.250000 Penalty: 3375.341797
	Iteration 64Q: 3 clusters Score -3561736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3561750.500000 Penalty: 3375.341797
	Iteration 65Q: 3 clusters Score -3561750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3561760.250000 Penalty: 3375.341797
	Iteration 66Q: 3 clusters Score -3561760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3561767.750000 Penalty: 3375.341797
	Iteration 67Q: 3 clusters Score -3561768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3561777.500000 Penalty: 3375.341797
	Iteration 68Q: 3 clusters Score -3561778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3561777.000000 Penalty: 3375.341797
	Iteration 69Q: 3 clusters Score -3561777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3561781.500000 Penalty: 3375.341797
	Iteration 70Q: 3 clusters Score -3561782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3561788.500000 Penalty: 3375.341797
	Iteration 71Q: 3 clusters Score -3561788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3561800.250000 Penalty: 3375.341797
	Iteration 72Q: 3 clusters Score -3561800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3561801.250000 Penalty: 3375.341797
	Iteration 73Q: 3 clusters Score -3561801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3561814.250000 Penalty: 3375.341797
	Iteration 74Q: 3 clusters Score -3561814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3561818.500000 Penalty: 3375.341797
	Iteration 75Q: 3 clusters Score -3561818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3561825.750000 Penalty: 3375.341797
	Iteration 76Q: 3 clusters Score -3561826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3561833.750000 Penalty: 3375.341797
	Iteration 77Q: 3 clusters Score -3561834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3561847.000000 Penalty: 3375.341797
	Iteration 78Q: 3 clusters Score -3561847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3561846.750000 Penalty: 3375.341797
	Iteration 79Q: 3 clusters Score -3561847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3561854.250000 Penalty: 3375.341797
	Iteration 80F: 3 clusters Score -3561854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3561861.750000 Penalty: 3375.341797
	Iteration 81Q: 3 clusters Score -3561862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3561865.250000 Penalty: 3375.341797
	Iteration 82Q: 3 clusters Score -3561865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3561858.750000 Penalty: 3375.341797
	Iteration 83Q: 3 clusters Score -3561859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3561873.000000 Penalty: 3375.341797
	Iteration 84Q: 3 clusters Score -3561873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3561883.500000 Penalty: 3375.341797
	Iteration 85Q: 3 clusters Score -3561884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3561881.500000 Penalty: 3375.341797
	Iteration 86Q: 3 clusters Score -3561882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3561888.250000 Penalty: 3375.341797
	Iteration 87Q: 3 clusters Score -3561888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3561885.250000 Penalty: 3375.341797
	Iteration 88Q: 3 clusters Score -3561885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3561888.250000 Penalty: 3375.341797
	Iteration 89Q: 3 clusters Score -3561888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3561892.750000 Penalty: 3375.341797
	Iteration 90Q: 3 clusters Score -3561893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3561892.250000 Penalty: 3375.341797
	Iteration 91Q: 3 clusters Score -3561892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3561893.500000 Penalty: 3375.341797
	Iteration 92Q: 3 clusters Score -3561894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3561897.750000 Penalty: 3375.341797
	Iteration 93Q: 3 clusters Score -3561898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3561902.250000 Penalty: 3375.341797
	Iteration 94Q: 3 clusters Score -3561902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3561912.500000 Penalty: 3375.341797
	Iteration 95Q: 3 clusters Score -3561912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3561911.000000 Penalty: 3375.341797
	Iteration 96Q: 3 clusters Score -3561911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3561923.000000 Penalty: 3375.341797
	Iteration 97Q: 3 clusters Score -3561923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3561927.250000 Penalty: 3375.341797
	Iteration 98Q: 3 clusters Score -3561927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3561934.250000 Penalty: 3375.341797
	Iteration 99Q: 3 clusters Score -3561934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3561934.750000 Penalty: 3375.341797
	Iteration 100F: 3 clusters Score -3561935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3561938.250000 Penalty: 3375.341797
	Iteration 101Q: 3 clusters Score -3561938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3561951.500000 Penalty: 3375.341797
	Iteration 102Q: 3 clusters Score -3561952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3561957.000000 Penalty: 3375.341797
	Iteration 103Q: 3 clusters Score -3561957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3561955.250000 Penalty: 3375.341797
	Iteration 104Q: 3 clusters Score -3561955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3561963.000000 Penalty: 3375.341797
	Iteration 105Q: 3 clusters Score -3561963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3561962.000000 Penalty: 3375.341797
	Iteration 106Q: 3 clusters Score -3561962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3561961.500000 Penalty: 3375.341797
	Iteration 107Q: 3 clusters Score -3561962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3561959.000000 Penalty: 3375.341797
	Iteration 108Q: 3 clusters Score -3561959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3561962.000000 Penalty: 3375.341797
	Iteration 109Q: 3 clusters Score -3561962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3561964.500000 Penalty: 3375.341797
	Iteration 110Q: 3 clusters Score -3561964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3561962.000000 Penalty: 3375.341797
	Iteration 111Q: 3 clusters Score -3561962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3561961.500000 Penalty: 3375.341797
	Iteration 112Q: 3 clusters Score -3561962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3561969.750000 Penalty: 3375.341797
	Iteration 113Q: 3 clusters Score -3561970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3561969.250000 Penalty: 3375.341797
	Iteration 114Q: 3 clusters Score -3561969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3561975.250000 Penalty: 3375.341797
	Iteration 115Q: 3 clusters Score -3561975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3561975.000000 Penalty: 3375.341797
	Iteration 116Q: 3 clusters Score -3561975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3561979.750000 Penalty: 3375.341797
	Iteration 117Q: 3 clusters Score -3561980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3561978.500000 Penalty: 3375.341797
	Iteration 118Q: 3 clusters Score -3561978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3561978.750000 Penalty: 3375.341797
	Iteration 119Q: 3 clusters Score -3561979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3561976.500000 Penalty: 3375.341797
	Iteration 120F: 3 clusters Score -3561976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3561976.250000 Penalty: 3375.341797
	Iteration 121Q: 3 clusters Score -3561976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3561973.500000 Penalty: 3375.341797
	Iteration 122Q: 3 clusters Score -3561974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3561974.000000 Penalty: 3375.341797
	Iteration 123Q: 3 clusters Score -3561974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3561974.000000 Penalty: 3375.341797
	Iteration 124Q: 3 clusters Score -3561974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3561974.000000 Penalty: 3375.341797
	Iteration 125F: 3 clusters Score -3561974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -375987.656250 Penalty: 1323.746094
	Iteration 0F: 2 clusters Score -375987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -372968.468750 Penalty: 2647.492188
	Iteration 0F: 3 clusters Score -372968.5 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -373800.062500 Penalty: 2647.492188
	Iteration 1F: 3 clusters Score -373800.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -373989.562500 Penalty: 2647.492188
	Iteration 2F: 3 clusters Score -373989.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -374116.187500 Penalty: 2647.492188
	Iteration 3F: 3 clusters Score -374116.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -374240.656250 Penalty: 2647.492188
	Iteration 4Q: 3 clusters Score -374240.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -374350.468750 Penalty: 2647.492188
	Iteration 5Q: 3 clusters Score -374350.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374459.312500 Penalty: 2647.492188
	Iteration 6Q: 3 clusters Score -374459.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -374551.187500 Penalty: 2647.492188
	Iteration 7Q: 3 clusters Score -374551.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -374619.500000 Penalty: 2647.492188
	Iteration 8Q: 3 clusters Score -374619.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -374679.125000 Penalty: 2647.492188
	Iteration 9Q: 3 clusters Score -374679.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374732.968750 Penalty: 2647.492188
	Iteration 10Q: 3 clusters Score -374733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -374771.812500 Penalty: 2647.492188
	Iteration 11Q: 3 clusters Score -374771.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -374795.781250 Penalty: 2647.492188
	Iteration 12Q: 3 clusters Score -374795.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -374823.187500 Penalty: 2647.492188
	Iteration 13Q: 3 clusters Score -374823.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -374841.875000 Penalty: 2647.492188
	Iteration 14Q: 3 clusters Score -374841.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -374853.500000 Penalty: 2647.492188
	Iteration 15Q: 3 clusters Score -374853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -374858.656250 Penalty: 2647.492188
	Iteration 16Q: 3 clusters Score -374858.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -374866.312500 Penalty: 2647.492188
	Iteration 17Q: 3 clusters Score -374866.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -374876.437500 Penalty: 2647.492188
	Iteration 18Q: 3 clusters Score -374876.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -374884.062500 Penalty: 2647.492188
	Iteration 19Q: 3 clusters Score -374884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -374890.468750 Penalty: 2647.492188
	Iteration 20F: 3 clusters Score -374890.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -374895.750000 Penalty: 2647.492188
	Iteration 21Q: 3 clusters Score -374895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -374901.437500 Penalty: 2647.492188
	Iteration 22Q: 3 clusters Score -374901.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -374910.968750 Penalty: 2647.492188
	Iteration 23Q: 3 clusters Score -374911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -374919.937500 Penalty: 2647.492188
	Iteration 24Q: 3 clusters Score -374919.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -374929.125000 Penalty: 2647.492188
	Iteration 25Q: 3 clusters Score -374929.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -374937.281250 Penalty: 2647.492188
	Iteration 26Q: 3 clusters Score -374937.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -374946.000000 Penalty: 2647.492188
	Iteration 27Q: 3 clusters Score -374946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -374955.968750 Penalty: 2647.492188
	Iteration 28Q: 3 clusters Score -374956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -374967.093750 Penalty: 2647.492188
	Iteration 29Q: 3 clusters Score -374967.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -374979.875000 Penalty: 2647.492188
	Iteration 30Q: 3 clusters Score -374979.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -374987.312500 Penalty: 2647.492188
	Iteration 31Q: 3 clusters Score -374987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -374991.625000 Penalty: 2647.492188
	Iteration 32Q: 3 clusters Score -374991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -374995.218750 Penalty: 2647.492188
	Iteration 33Q: 3 clusters Score -374995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -374998.531250 Penalty: 2647.492188
	Iteration 34Q: 3 clusters Score -374998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -375000.406250 Penalty: 2647.492188
	Iteration 35Q: 3 clusters Score -375000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -375002.781250 Penalty: 2647.492188
	Iteration 36Q: 3 clusters Score -375002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -375003.312500 Penalty: 2647.492188
	Iteration 37Q: 3 clusters Score -375003.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -375009.593750 Penalty: 2647.492188
	Iteration 38Q: 3 clusters Score -375009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -375012.343750 Penalty: 2647.492188
	Iteration 39Q: 3 clusters Score -375012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -375013.218750 Penalty: 2647.492188
	Iteration 40F: 3 clusters Score -375013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -375013.750000 Penalty: 2647.492188
	Iteration 41Q: 3 clusters Score -375013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -375015.093750 Penalty: 2647.492188
	Iteration 42Q: 3 clusters Score -375015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -375015.375000 Penalty: 2647.492188
	Iteration 43Q: 3 clusters Score -375015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -375015.218750 Penalty: 2647.492188
	Iteration 44Q: 3 clusters Score -375015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -375015.218750 Penalty: 2647.492188
	Iteration 45F: 3 clusters Score -375015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -276979.218750 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -276979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -274490.718750 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -274490.7 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -275037.812500 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -275037.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -275163.093750 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -275163.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -275245.343750 Penalty: 2560.400391
	Iteration 3Q: 3 clusters Score -275245.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -275295.906250 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -275295.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -275326.812500 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -275326.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -275349.468750 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -275349.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -275366.375000 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -275366.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -275380.375000 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -275380.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -275394.687500 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -275394.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -275404.500000 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -275404.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -275410.875000 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -275410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -275416.125000 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -275416.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -275421.781250 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -275421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -275426.375000 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -275426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275431.406250 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -275431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -275436.437500 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -275436.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -275441.906250 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -275441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -275447.468750 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -275447.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -275449.593750 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -275449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -275452.156250 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -275452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -275454.531250 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -275454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -275456.125000 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -275456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -275457.656250 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -275457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -275459.593750 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -275459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -275461.093750 Penalty: 2560.400391
	Iteration 25Q: 3 clusters Score -275461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -275462.343750 Penalty: 2560.400391
	Iteration 26Q: 3 clusters Score -275462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -275463.125000 Penalty: 2560.400391
	Iteration 27Q: 3 clusters Score -275463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -275465.312500 Penalty: 2560.400391
	Iteration 28Q: 3 clusters Score -275465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -275470.000000 Penalty: 2560.400391
	Iteration 29Q: 3 clusters Score -275470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -275472.687500 Penalty: 2560.400391
	Iteration 30Q: 3 clusters Score -275472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -275474.843750 Penalty: 2560.400391
	Iteration 31Q: 3 clusters Score -275474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -275477.093750 Penalty: 2560.400391
	Iteration 32Q: 3 clusters Score -275477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -275478.250000 Penalty: 2560.400391
	Iteration 33Q: 3 clusters Score -275478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -275480.093750 Penalty: 2560.400391
	Iteration 34Q: 3 clusters Score -275480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -275482.187500 Penalty: 2560.400391
	Iteration 35Q: 3 clusters Score -275482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -275484.125000 Penalty: 2560.400391
	Iteration 36Q: 3 clusters Score -275484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -275485.562500 Penalty: 2560.400391
	Iteration 37Q: 3 clusters Score -275485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -275486.156250 Penalty: 2560.400391
	Iteration 38Q: 3 clusters Score -275486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -275486.531250 Penalty: 2560.400391
	Iteration 39Q: 3 clusters Score -275486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -275487.687500 Penalty: 2560.400391
	Iteration 40F: 3 clusters Score -275487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -275488.718750 Penalty: 2560.400391
	Iteration 41Q: 3 clusters Score -275488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -275488.625000 Penalty: 2560.400391
	Iteration 42Q: 3 clusters Score -275488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -275489.468750 Penalty: 2560.400391
	Iteration 43Q: 3 clusters Score -275489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -275490.500000 Penalty: 2560.400391
	Iteration 44Q: 3 clusters Score -275490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -275491.468750 Penalty: 2560.400391
	Iteration 45Q: 3 clusters Score -275491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -275491.468750 Penalty: 2560.400391
	Iteration 46F: 3 clusters Score -275491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (234931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234931 members 
Entering Unmasked Estep 
Score: -25229280.000000 Penalty: 2009.645142
	Iteration 0F: 2 clusters Score -2.522928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117523 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -25096188.000000 Penalty: 4019.290283
	Iteration 0F: 3 clusters Score -2.509619e+07 nChanged 113992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 117170 members 
Entering Unmasked Estep 
Score: -25164360.000000 Penalty: 4019.290283
	Iteration 1F: 3 clusters Score -2.516436e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -25165560.000000 Penalty: 4019.290283
	Iteration 2Q: 3 clusters Score -2.516556e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119081 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -25167230.000000 Penalty: 4019.290283
	Iteration 3Q: 3 clusters Score -2.516723e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120523 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -25169324.000000 Penalty: 4019.290283
	Iteration 4Q: 3 clusters Score -2.516932e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122769 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -25172202.000000 Penalty: 4019.290283
	Iteration 5Q: 3 clusters Score -2.51722e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -25176314.000000 Penalty: 4019.290283
	Iteration 6Q: 3 clusters Score -2.517631e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129967 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -25182234.000000 Penalty: 4019.290283
	Iteration 7F: 3 clusters Score -2.518223e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -25189650.000000 Penalty: 4019.290283
	Iteration 8F: 3 clusters Score -2.518965e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138943 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -25198752.000000 Penalty: 4019.290283
	Iteration 9F: 3 clusters Score -2.519875e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141978 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -25206834.000000 Penalty: 4019.290283
	Iteration 10F: 3 clusters Score -2.520683e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143676 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -25212058.000000 Penalty: 4019.290283
	Iteration 11Q: 3 clusters Score -2.521206e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -25214382.000000 Penalty: 4019.290283
	Iteration 12Q: 3 clusters Score -2.521438e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -25214998.000000 Penalty: 4019.290283
	Iteration 13Q: 3 clusters Score -2.5215e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -25215350.000000 Penalty: 4019.290283
	Iteration 14Q: 3 clusters Score -2.521535e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -25215530.000000 Penalty: 4019.290283
	Iteration 15Q: 3 clusters Score -2.521553e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -25215568.000000 Penalty: 4019.290283
	Iteration 16Q: 3 clusters Score -2.521557e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -25215594.000000 Penalty: 4019.290283
	Iteration 17Q: 3 clusters Score -2.521559e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -25215614.000000 Penalty: 4019.290283
	Iteration 18Q: 3 clusters Score -2.521561e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155295 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -25215582.000000 Penalty: 4019.290283
	Iteration 19Q: 3 clusters Score -2.521558e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -25215622.000000 Penalty: 4019.290283
	Iteration 20F: 3 clusters Score -2.521562e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -25215650.000000 Penalty: 4019.290283
	Iteration 21Q: 3 clusters Score -2.521565e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -25215576.000000 Penalty: 4019.290283
	Iteration 22Q: 3 clusters Score -2.521558e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -25215482.000000 Penalty: 4019.290283
	Iteration 23Q: 3 clusters Score -2.521548e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -25215302.000000 Penalty: 4019.290283
	Iteration 24Q: 3 clusters Score -2.52153e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -25215322.000000 Penalty: 4019.290283
	Iteration 25Q: 3 clusters Score -2.521532e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -25215358.000000 Penalty: 4019.290283
	Iteration 26Q: 3 clusters Score -2.521536e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -25215376.000000 Penalty: 4019.290283
	Iteration 27Q: 3 clusters Score -2.521538e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -25215368.000000 Penalty: 4019.290283
	Iteration 28Q: 3 clusters Score -2.521537e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -25215352.000000 Penalty: 4019.290283
	Iteration 29Q: 3 clusters Score -2.521535e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163113 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -25215258.000000 Penalty: 4019.290283
	Iteration 30Q: 3 clusters Score -2.521526e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -25215162.000000 Penalty: 4019.290283
	Iteration 31Q: 3 clusters Score -2.521516e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -25215126.000000 Penalty: 4019.290283
	Iteration 32Q: 3 clusters Score -2.521513e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -25215074.000000 Penalty: 4019.290283
	Iteration 33Q: 3 clusters Score -2.521507e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -25215194.000000 Penalty: 4019.290283
	Iteration 34Q: 3 clusters Score -2.521519e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -25215240.000000 Penalty: 4019.290283
	Iteration 35Q: 3 clusters Score -2.521524e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -25215174.000000 Penalty: 4019.290283
	Iteration 36Q: 3 clusters Score -2.521517e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -25215080.000000 Penalty: 4019.290283
	Iteration 37Q: 3 clusters Score -2.521508e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -25215104.000000 Penalty: 4019.290283
	Iteration 38Q: 3 clusters Score -2.52151e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -25215010.000000 Penalty: 4019.290283
	Iteration 39Q: 3 clusters Score -2.521501e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164877 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -25215062.000000 Penalty: 4019.290283
	Iteration 40F: 3 clusters Score -2.521506e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -25215082.000000 Penalty: 4019.290283
	Iteration 41Q: 3 clusters Score -2.521508e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -25215082.000000 Penalty: 4019.290283
	Iteration 42Q: 3 clusters Score -2.521508e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165212 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -25215088.000000 Penalty: 4019.290283
	Iteration 43Q: 3 clusters Score -2.521509e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -25215056.000000 Penalty: 4019.290283
	Iteration 44Q: 3 clusters Score -2.521506e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165400 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -25215132.000000 Penalty: 4019.290283
	Iteration 45Q: 3 clusters Score -2.521513e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165479 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -25215138.000000 Penalty: 4019.290283
	Iteration 46Q: 3 clusters Score -2.521514e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -25215136.000000 Penalty: 4019.290283
	Iteration 47Q: 3 clusters Score -2.521514e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -25215148.000000 Penalty: 4019.290283
	Iteration 48Q: 3 clusters Score -2.521515e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -25215230.000000 Penalty: 4019.290283
	Iteration 49Q: 3 clusters Score -2.521523e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -25215224.000000 Penalty: 4019.290283
	Iteration 50Q: 3 clusters Score -2.521522e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -25215256.000000 Penalty: 4019.290283
	Iteration 51Q: 3 clusters Score -2.521526e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -25215286.000000 Penalty: 4019.290283
	Iteration 52Q: 3 clusters Score -2.521529e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -25215292.000000 Penalty: 4019.290283
	Iteration 53Q: 3 clusters Score -2.521529e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -25215274.000000 Penalty: 4019.290283
	Iteration 54Q: 3 clusters Score -2.521527e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -25215266.000000 Penalty: 4019.290283
	Iteration 55Q: 3 clusters Score -2.521527e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -25215216.000000 Penalty: 4019.290283
	Iteration 56Q: 3 clusters Score -2.521522e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 57Q: 3 clusters Score -2.521523e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 58Q: 3 clusters Score -2.521522e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165824 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 59Q: 3 clusters Score -2.521525e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 60F: 3 clusters Score -2.521525e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -25215256.000000 Penalty: 4019.290283
	Iteration 61Q: 3 clusters Score -2.521526e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165850 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -25215270.000000 Penalty: 4019.290283
	Iteration 62Q: 3 clusters Score -2.521527e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -25215284.000000 Penalty: 4019.290283
	Iteration 63Q: 3 clusters Score -2.521528e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -25215274.000000 Penalty: 4019.290283
	Iteration 64Q: 3 clusters Score -2.521527e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165931 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -25215280.000000 Penalty: 4019.290283
	Iteration 65Q: 3 clusters Score -2.521528e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165970 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -25215230.000000 Penalty: 4019.290283
	Iteration 66Q: 3 clusters Score -2.521523e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165994 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 67Q: 3 clusters Score -2.521521e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -25215264.000000 Penalty: 4019.290283
	Iteration 68Q: 3 clusters Score -2.521526e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -25215256.000000 Penalty: 4019.290283
	Iteration 69Q: 3 clusters Score -2.521526e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166024 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -25215266.000000 Penalty: 4019.290283
	Iteration 70Q: 3 clusters Score -2.521527e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166027 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 71Q: 3 clusters Score -2.521524e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -25215218.000000 Penalty: 4019.290283
	Iteration 72Q: 3 clusters Score -2.521522e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 73Q: 3 clusters Score -2.521524e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -25215256.000000 Penalty: 4019.290283
	Iteration 74Q: 3 clusters Score -2.521526e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166062 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -25215270.000000 Penalty: 4019.290283
	Iteration 75Q: 3 clusters Score -2.521527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 76Q: 3 clusters Score -2.521522e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166066 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -25215228.000000 Penalty: 4019.290283
	Iteration 77Q: 3 clusters Score -2.521523e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -25215196.000000 Penalty: 4019.290283
	Iteration 78Q: 3 clusters Score -2.52152e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166081 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -25215190.000000 Penalty: 4019.290283
	Iteration 79Q: 3 clusters Score -2.521519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 80F: 3 clusters Score -2.52152e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -25215216.000000 Penalty: 4019.290283
	Iteration 81Q: 3 clusters Score -2.521522e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 82Q: 3 clusters Score -2.521521e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 83Q: 3 clusters Score -2.521524e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166093 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -25215268.000000 Penalty: 4019.290283
	Iteration 84Q: 3 clusters Score -2.521527e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -25215232.000000 Penalty: 4019.290283
	Iteration 85Q: 3 clusters Score -2.521523e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -25215272.000000 Penalty: 4019.290283
	Iteration 86Q: 3 clusters Score -2.521527e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -25215280.000000 Penalty: 4019.290283
	Iteration 87Q: 3 clusters Score -2.521528e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166115 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -25215282.000000 Penalty: 4019.290283
	Iteration 88Q: 3 clusters Score -2.521528e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -25215276.000000 Penalty: 4019.290283
	Iteration 89Q: 3 clusters Score -2.521528e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166131 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 90Q: 3 clusters Score -2.521525e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 91Q: 3 clusters Score -2.521526e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 92Q: 3 clusters Score -2.521525e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 93Q: 3 clusters Score -2.521525e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166093 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -25215240.000000 Penalty: 4019.290283
	Iteration 94Q: 3 clusters Score -2.521524e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166079 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -25215232.000000 Penalty: 4019.290283
	Iteration 95Q: 3 clusters Score -2.521523e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -25215234.000000 Penalty: 4019.290283
	Iteration 96Q: 3 clusters Score -2.521523e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166040 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 97Q: 3 clusters Score -2.521525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166020 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 98Q: 3 clusters Score -2.521525e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166007 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 99Q: 3 clusters Score -2.521525e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166006 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 100F: 3 clusters Score -2.521523e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -25215218.000000 Penalty: 4019.290283
	Iteration 101Q: 3 clusters Score -2.521522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166011 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 102Q: 3 clusters Score -2.521522e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166003 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -25215188.000000 Penalty: 4019.290283
	Iteration 103Q: 3 clusters Score -2.521519e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -25215150.000000 Penalty: 4019.290283
	Iteration 104Q: 3 clusters Score -2.521515e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -25215164.000000 Penalty: 4019.290283
	Iteration 105Q: 3 clusters Score -2.521516e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165971 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -25215190.000000 Penalty: 4019.290283
	Iteration 106Q: 3 clusters Score -2.521519e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -25215192.000000 Penalty: 4019.290283
	Iteration 107Q: 3 clusters Score -2.521519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165937 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -25215188.000000 Penalty: 4019.290283
	Iteration 108Q: 3 clusters Score -2.521519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -25215176.000000 Penalty: 4019.290283
	Iteration 109Q: 3 clusters Score -2.521518e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -25215178.000000 Penalty: 4019.290283
	Iteration 110Q: 3 clusters Score -2.521518e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 111Q: 3 clusters Score -2.521521e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165800 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -25215218.000000 Penalty: 4019.290283
	Iteration 112Q: 3 clusters Score -2.521522e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -25215218.000000 Penalty: 4019.290283
	Iteration 113Q: 3 clusters Score -2.521522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165733 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -25215168.000000 Penalty: 4019.290283
	Iteration 114Q: 3 clusters Score -2.521517e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 115Q: 3 clusters Score -2.52152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -25215206.000000 Penalty: 4019.290283
	Iteration 116Q: 3 clusters Score -2.521521e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 117Q: 3 clusters Score -2.521523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 118Q: 3 clusters Score -2.521522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 119Q: 3 clusters Score -2.52152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -25215192.000000 Penalty: 4019.290283
	Iteration 120F: 3 clusters Score -2.521519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -25215160.000000 Penalty: 4019.290283
	Iteration 121Q: 3 clusters Score -2.521516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -25215130.000000 Penalty: 4019.290283
	Iteration 122Q: 3 clusters Score -2.521513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165697 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -25215174.000000 Penalty: 4019.290283
	Iteration 123Q: 3 clusters Score -2.521517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -25215200.000000 Penalty: 4019.290283
	Iteration 124Q: 3 clusters Score -2.52152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -25215188.000000 Penalty: 4019.290283
	Iteration 125Q: 3 clusters Score -2.521519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165733 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -25215182.000000 Penalty: 4019.290283
	Iteration 126Q: 3 clusters Score -2.521518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165751 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -25215158.000000 Penalty: 4019.290283
	Iteration 127Q: 3 clusters Score -2.521516e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 128Q: 3 clusters Score -2.521521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -25215206.000000 Penalty: 4019.290283
	Iteration 129Q: 3 clusters Score -2.521521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 130Q: 3 clusters Score -2.52152e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -25215196.000000 Penalty: 4019.290283
	Iteration 131Q: 3 clusters Score -2.52152e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -25215180.000000 Penalty: 4019.290283
	Iteration 132Q: 3 clusters Score -2.521518e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -25215168.000000 Penalty: 4019.290283
	Iteration 133Q: 3 clusters Score -2.521517e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165824 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -25215150.000000 Penalty: 4019.290283
	Iteration 134Q: 3 clusters Score -2.521515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165802 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -25215128.000000 Penalty: 4019.290283
	Iteration 135Q: 3 clusters Score -2.521513e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165783 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -25215150.000000 Penalty: 4019.290283
	Iteration 136Q: 3 clusters Score -2.521515e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -25215164.000000 Penalty: 4019.290283
	Iteration 137Q: 3 clusters Score -2.521516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -25215162.000000 Penalty: 4019.290283
	Iteration 138Q: 3 clusters Score -2.521516e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -25215172.000000 Penalty: 4019.290283
	Iteration 139Q: 3 clusters Score -2.521517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 140F: 3 clusters Score -2.52152e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165736 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 141Q: 3 clusters Score -2.52152e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -25215220.000000 Penalty: 4019.290283
	Iteration 142Q: 3 clusters Score -2.521522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 143Q: 3 clusters Score -2.521525e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -25215228.000000 Penalty: 4019.290283
	Iteration 144Q: 3 clusters Score -2.521523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165718 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -25215266.000000 Penalty: 4019.290283
	Iteration 145Q: 3 clusters Score -2.521527e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -25215268.000000 Penalty: 4019.290283
	Iteration 146Q: 3 clusters Score -2.521527e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 147Q: 3 clusters Score -2.521526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -25215260.000000 Penalty: 4019.290283
	Iteration 148Q: 3 clusters Score -2.521526e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 149Q: 3 clusters Score -2.521526e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 150Q: 3 clusters Score -2.521525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165717 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 151Q: 3 clusters Score -2.521525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -25215244.000000 Penalty: 4019.290283
	Iteration 152Q: 3 clusters Score -2.521524e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -25215244.000000 Penalty: 4019.290283
	Iteration 153Q: 3 clusters Score -2.521524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -25215244.000000 Penalty: 4019.290283
	Iteration 154Q: 3 clusters Score -2.521524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -25215218.000000 Penalty: 4019.290283
	Iteration 155Q: 3 clusters Score -2.521522e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 156Q: 3 clusters Score -2.521521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -25215210.000000 Penalty: 4019.290283
	Iteration 157Q: 3 clusters Score -2.521521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -25215194.000000 Penalty: 4019.290283
	Iteration 158Q: 3 clusters Score -2.521519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165622 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 159Q: 3 clusters Score -2.52152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 160F: 3 clusters Score -2.52152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 161Q: 3 clusters Score -2.52152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 162Q: 3 clusters Score -2.52152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 163Q: 3 clusters Score -2.52152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -25215220.000000 Penalty: 4019.290283
	Iteration 164Q: 3 clusters Score -2.521522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -25215240.000000 Penalty: 4019.290283
	Iteration 165Q: 3 clusters Score -2.521524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 166Q: 3 clusters Score -2.521524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 167Q: 3 clusters Score -2.521522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -25215264.000000 Penalty: 4019.290283
	Iteration 168Q: 3 clusters Score -2.521526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -25215276.000000 Penalty: 4019.290283
	Iteration 169Q: 3 clusters Score -2.521528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -25215260.000000 Penalty: 4019.290283
	Iteration 170Q: 3 clusters Score -2.521526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 171Q: 3 clusters Score -2.521525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -25215250.000000 Penalty: 4019.290283
	Iteration 172Q: 3 clusters Score -2.521525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -25215250.000000 Penalty: 4019.290283
	Iteration 173Q: 3 clusters Score -2.521525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165497 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 174Q: 3 clusters Score -2.521524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 175Q: 3 clusters Score -2.521525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165487 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 176Q: 3 clusters Score -2.521525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -25215244.000000 Penalty: 4019.290283
	Iteration 177Q: 3 clusters Score -2.521524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -25215244.000000 Penalty: 4019.290283
	Iteration 178Q: 3 clusters Score -2.521524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 179Q: 3 clusters Score -2.521525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 180F: 3 clusters Score -2.521525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165474 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 181Q: 3 clusters Score -2.521525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 182Q: 3 clusters Score -2.521525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -25215250.000000 Penalty: 4019.290283
	Iteration 183Q: 3 clusters Score -2.521525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 184Q: 3 clusters Score -2.521525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 185Q: 3 clusters Score -2.521524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -25215244.000000 Penalty: 4019.290283
	Iteration 186Q: 3 clusters Score -2.521524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 187Q: 3 clusters Score -2.521525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 188Q: 3 clusters Score -2.521525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -25215256.000000 Penalty: 4019.290283
	Iteration 189Q: 3 clusters Score -2.521526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -25215258.000000 Penalty: 4019.290283
	Iteration 190Q: 3 clusters Score -2.521526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165447 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -25215270.000000 Penalty: 4019.290283
	Iteration 191Q: 3 clusters Score -2.521527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -25215264.000000 Penalty: 4019.290283
	Iteration 192Q: 3 clusters Score -2.521526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 193Q: 3 clusters Score -2.521526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 194Q: 3 clusters Score -2.521526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165420 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 195Q: 3 clusters Score -2.521525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 196Q: 3 clusters Score -2.521524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 197Q: 3 clusters Score -2.521524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 198Q: 3 clusters Score -2.521525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -25215232.000000 Penalty: 4019.290283
	Iteration 199Q: 3 clusters Score -2.521523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -25215232.000000 Penalty: 4019.290283
	Iteration 200F: 3 clusters Score -2.521523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 201Q: 3 clusters Score -2.521524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 202Q: 3 clusters Score -2.521524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -25215236.000000 Penalty: 4019.290283
	Iteration 203Q: 3 clusters Score -2.521524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 204Q: 3 clusters Score -2.521523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 205Q: 3 clusters Score -2.521523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 206Q: 3 clusters Score -2.521523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -25215216.000000 Penalty: 4019.290283
	Iteration 207Q: 3 clusters Score -2.521522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -25215240.000000 Penalty: 4019.290283
	Iteration 208Q: 3 clusters Score -2.521524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -25215276.000000 Penalty: 4019.290283
	Iteration 209Q: 3 clusters Score -2.521528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -25215284.000000 Penalty: 4019.290283
	Iteration 210Q: 3 clusters Score -2.521528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -25215278.000000 Penalty: 4019.290283
	Iteration 211Q: 3 clusters Score -2.521528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165343 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -25215270.000000 Penalty: 4019.290283
	Iteration 212Q: 3 clusters Score -2.521527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -25215266.000000 Penalty: 4019.290283
	Iteration 213Q: 3 clusters Score -2.521527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 214Q: 3 clusters Score -2.521525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 4019.290283
	Iteration 215Q: 3 clusters Score -2.521525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -25215284.000000 Penalty: 4019.290283
	Iteration 216Q: 3 clusters Score -2.521528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165316 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -25215276.000000 Penalty: 4019.290283
	Iteration 217Q: 3 clusters Score -2.521528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165316 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -25215272.000000 Penalty: 4019.290283
	Iteration 218Q: 3 clusters Score -2.521527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -25215268.000000 Penalty: 4019.290283
	Iteration 219Q: 3 clusters Score -2.521527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 220F: 3 clusters Score -2.521526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 221Q: 3 clusters Score -2.521525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165289 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -25215248.000000 Penalty: 4019.290283
	Iteration 222Q: 3 clusters Score -2.521525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165273 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -25215284.000000 Penalty: 4019.290283
	Iteration 223Q: 3 clusters Score -2.521528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -25215274.000000 Penalty: 4019.290283
	Iteration 224Q: 3 clusters Score -2.521527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -25215288.000000 Penalty: 4019.290283
	Iteration 225Q: 3 clusters Score -2.521529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165243 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 4019.290283
	Iteration 226Q: 3 clusters Score -2.521525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -25215284.000000 Penalty: 4019.290283
	Iteration 227Q: 3 clusters Score -2.521528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -25215282.000000 Penalty: 4019.290283
	Iteration 228Q: 3 clusters Score -2.521528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -25215268.000000 Penalty: 4019.290283
	Iteration 229Q: 3 clusters Score -2.521527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -25215260.000000 Penalty: 4019.290283
	Iteration 230Q: 3 clusters Score -2.521526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165226 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -25215286.000000 Penalty: 4019.290283
	Iteration 231Q: 3 clusters Score -2.521529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -25215282.000000 Penalty: 4019.290283
	Iteration 232Q: 3 clusters Score -2.521528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165221 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -25215292.000000 Penalty: 4019.290283
	Iteration 233Q: 3 clusters Score -2.521529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165216 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -25215272.000000 Penalty: 4019.290283
	Iteration 234Q: 3 clusters Score -2.521527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165208 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -25215262.000000 Penalty: 4019.290283
	Iteration 235Q: 3 clusters Score -2.521526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165204 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -25215274.000000 Penalty: 4019.290283
	Iteration 236Q: 3 clusters Score -2.521527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -25215266.000000 Penalty: 4019.290283
	Iteration 237Q: 3 clusters Score -2.521527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 238Q: 3 clusters Score -2.521525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -25215230.000000 Penalty: 4019.290283
	Iteration 239Q: 3 clusters Score -2.521523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -25215224.000000 Penalty: 4019.290283
	Iteration 240F: 3 clusters Score -2.521522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -25215206.000000 Penalty: 4019.290283
	Iteration 241Q: 3 clusters Score -2.521521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -25215172.000000 Penalty: 4019.290283
	Iteration 242Q: 3 clusters Score -2.521517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165148 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -25215184.000000 Penalty: 4019.290283
	Iteration 243Q: 3 clusters Score -2.521518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 244Q: 3 clusters Score -2.521521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165126 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 245Q: 3 clusters Score -2.52152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -25215200.000000 Penalty: 4019.290283
	Iteration 246Q: 3 clusters Score -2.52152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -25215210.000000 Penalty: 4019.290283
	Iteration 247Q: 3 clusters Score -2.521521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 248Q: 3 clusters Score -2.521521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 249Q: 3 clusters Score -2.521521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 250Q: 3 clusters Score -2.521521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 251Q: 3 clusters Score -2.521521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 252Q: 3 clusters Score -2.521522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -25215202.000000 Penalty: 4019.290283
	Iteration 253Q: 3 clusters Score -2.52152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165109 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 254Q: 3 clusters Score -2.521521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165105 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 255Q: 3 clusters Score -2.521521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 256Q: 3 clusters Score -2.521521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -25215196.000000 Penalty: 4019.290283
	Iteration 257Q: 3 clusters Score -2.52152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 258Q: 3 clusters Score -2.521521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -25215206.000000 Penalty: 4019.290283
	Iteration 259Q: 3 clusters Score -2.521521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -25215210.000000 Penalty: 4019.290283
	Iteration 260F: 3 clusters Score -2.521521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -25215224.000000 Penalty: 4019.290283
	Iteration 261Q: 3 clusters Score -2.521522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 262Q: 3 clusters Score -2.521521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165076 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -25215224.000000 Penalty: 4019.290283
	Iteration 263Q: 3 clusters Score -2.521522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -25215218.000000 Penalty: 4019.290283
	Iteration 264Q: 3 clusters Score -2.521522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165059 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -25215224.000000 Penalty: 4019.290283
	Iteration 265Q: 3 clusters Score -2.521522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 266Q: 3 clusters Score -2.521521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 267Q: 3 clusters Score -2.521521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165051 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 268Q: 3 clusters Score -2.521521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165043 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 269Q: 3 clusters Score -2.521523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -25215214.000000 Penalty: 4019.290283
	Iteration 270Q: 3 clusters Score -2.521521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -25215206.000000 Penalty: 4019.290283
	Iteration 271Q: 3 clusters Score -2.521521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -25215190.000000 Penalty: 4019.290283
	Iteration 272Q: 3 clusters Score -2.521519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165015 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -25215204.000000 Penalty: 4019.290283
	Iteration 273Q: 3 clusters Score -2.52152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -25215190.000000 Penalty: 4019.290283
	Iteration 274Q: 3 clusters Score -2.521519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165002 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 275Q: 3 clusters Score -2.521521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165002 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 276Q: 3 clusters Score -2.521521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164999 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -25215186.000000 Penalty: 4019.290283
	Iteration 277Q: 3 clusters Score -2.521519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164996 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -25215196.000000 Penalty: 4019.290283
	Iteration 278Q: 3 clusters Score -2.52152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -25215188.000000 Penalty: 4019.290283
	Iteration 279Q: 3 clusters Score -2.521519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -25215194.000000 Penalty: 4019.290283
	Iteration 280F: 3 clusters Score -2.521519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -25215208.000000 Penalty: 4019.290283
	Iteration 281Q: 3 clusters Score -2.521521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -25215200.000000 Penalty: 4019.290283
	Iteration 282Q: 3 clusters Score -2.52152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164954 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 283Q: 3 clusters Score -2.521523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 284Q: 3 clusters Score -2.521522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -25215212.000000 Penalty: 4019.290283
	Iteration 285Q: 3 clusters Score -2.521521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -25215222.000000 Penalty: 4019.290283
	Iteration 286Q: 3 clusters Score -2.521522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -25215224.000000 Penalty: 4019.290283
	Iteration 287Q: 3 clusters Score -2.521522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 288Q: 3 clusters Score -2.521524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -25215246.000000 Penalty: 4019.290283
	Iteration 289Q: 3 clusters Score -2.521525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164900 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 290Q: 3 clusters Score -2.521524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -25215242.000000 Penalty: 4019.290283
	Iteration 291Q: 3 clusters Score -2.521524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -25215250.000000 Penalty: 4019.290283
	Iteration 292Q: 3 clusters Score -2.521525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -25215234.000000 Penalty: 4019.290283
	Iteration 293Q: 3 clusters Score -2.521523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -25215238.000000 Penalty: 4019.290283
	Iteration 294Q: 3 clusters Score -2.521524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -25215228.000000 Penalty: 4019.290283
	Iteration 295Q: 3 clusters Score -2.521523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -25215234.000000 Penalty: 4019.290283
	Iteration 296Q: 3 clusters Score -2.521523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -25215226.000000 Penalty: 4019.290283
	Iteration 297Q: 3 clusters Score -2.521523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -25215228.000000 Penalty: 4019.290283
	Iteration 298Q: 3 clusters Score -2.521523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -25215228.000000 Penalty: 4019.290283
	Iteration 299F: 3 clusters Score -2.521523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Entering Unmasked Estep 
Score: -4660630.500000 Penalty: 1738.970215
	Iteration 0F: 2 clusters Score -4660630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4630810.000000 Penalty: 3477.940430
	Iteration 0F: 3 clusters Score -4630810 nChanged 20789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4642683.500000 Penalty: 3477.940430
	Iteration 1F: 3 clusters Score -4642684 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4643216.500000 Penalty: 3477.940430
	Iteration 2Q: 3 clusters Score -4643216 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4643989.500000 Penalty: 3477.940430
	Iteration 3Q: 3 clusters Score -4643990 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4645105.500000 Penalty: 3477.940430
	Iteration 4Q: 3 clusters Score -4645106 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4646681.500000 Penalty: 3477.940430
	Iteration 5F: 3 clusters Score -4646682 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -4648667.000000 Penalty: 3477.940430
	Iteration 6F: 3 clusters Score -4648667 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4650589.000000 Penalty: 3477.940430
	Iteration 7F: 3 clusters Score -4650589 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4652341.500000 Penalty: 3477.940430
	Iteration 8F: 3 clusters Score -4652342 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4653880.500000 Penalty: 3477.940430
	Iteration 9F: 3 clusters Score -4653880 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4655025.000000 Penalty: 3477.940430
	Iteration 10Q: 3 clusters Score -4655025 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4655789.500000 Penalty: 3477.940430
	Iteration 11Q: 3 clusters Score -4655790 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -4656369.000000 Penalty: 3477.940430
	Iteration 12Q: 3 clusters Score -4656369 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4656840.500000 Penalty: 3477.940430
	Iteration 13Q: 3 clusters Score -4656840 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4657306.500000 Penalty: 3477.940430
	Iteration 14Q: 3 clusters Score -4657306 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -4657827.000000 Penalty: 3477.940430
	Iteration 15Q: 3 clusters Score -4657827 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -4658331.000000 Penalty: 3477.940430
	Iteration 16Q: 3 clusters Score -4658331 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -4658728.500000 Penalty: 3477.940430
	Iteration 17Q: 3 clusters Score -4658728 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -4659058.500000 Penalty: 3477.940430
	Iteration 18Q: 3 clusters Score -4659058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -4659304.500000 Penalty: 3477.940430
	Iteration 19Q: 3 clusters Score -4659304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4659499.000000 Penalty: 3477.940430
	Iteration 20F: 3 clusters Score -4659499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -4659791.000000 Penalty: 3477.940430
	Iteration 21Q: 3 clusters Score -4659791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -4659996.000000 Penalty: 3477.940430
	Iteration 22Q: 3 clusters Score -4659996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -4660030.000000 Penalty: 3477.940430
	Iteration 23Q: 3 clusters Score -4660030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -4660042.000000 Penalty: 3477.940430
	Iteration 24Q: 3 clusters Score -4660042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -4660046.500000 Penalty: 3477.940430
	Iteration 25Q: 3 clusters Score -4660046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -4660055.500000 Penalty: 3477.940430
	Iteration 26Q: 3 clusters Score -4660056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -4660055.000000 Penalty: 3477.940430
	Iteration 27Q: 3 clusters Score -4660055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -4660054.500000 Penalty: 3477.940430
	Iteration 28Q: 3 clusters Score -4660054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -4660054.500000 Penalty: 3477.940430
	Iteration 29F: 3 clusters Score -4660054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Entering Unmasked Estep 
Score: -17148492.000000 Penalty: 1944.843140
	Iteration 0F: 2 clusters Score -1.714849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -17046432.000000 Penalty: 3889.686279
	Iteration 0F: 3 clusters Score -1.704643e+07 nChanged 75886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -17091682.000000 Penalty: 3889.686279
	Iteration 1F: 3 clusters Score -1.709168e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -17093300.000000 Penalty: 3889.686279
	Iteration 2Q: 3 clusters Score -1.70933e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -17095780.000000 Penalty: 3889.686279
	Iteration 3Q: 3 clusters Score -1.709578e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -17099432.000000 Penalty: 3889.686279
	Iteration 4Q: 3 clusters Score -1.709943e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -17105206.000000 Penalty: 3889.686279
	Iteration 5F: 3 clusters Score -1.710521e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -17113076.000000 Penalty: 3889.686279
	Iteration 6F: 3 clusters Score -1.711308e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -17121114.000000 Penalty: 3889.686279
	Iteration 7F: 3 clusters Score -1.712111e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -17126140.000000 Penalty: 3889.686279
	Iteration 8F: 3 clusters Score -1.712614e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -17128558.000000 Penalty: 3889.686279
	Iteration 9Q: 3 clusters Score -1.712856e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -17129712.000000 Penalty: 3889.686279
	Iteration 10Q: 3 clusters Score -1.712971e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -17130778.000000 Penalty: 3889.686279
	Iteration 11Q: 3 clusters Score -1.713078e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -17132006.000000 Penalty: 3889.686279
	Iteration 12Q: 3 clusters Score -1.713201e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -17133702.000000 Penalty: 3889.686279
	Iteration 13Q: 3 clusters Score -1.71337e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -17135892.000000 Penalty: 3889.686279
	Iteration 14Q: 3 clusters Score -1.713589e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -17138142.000000 Penalty: 3889.686279
	Iteration 15Q: 3 clusters Score -1.713814e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -17140416.000000 Penalty: 3889.686279
	Iteration 16Q: 3 clusters Score -1.714042e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -17142032.000000 Penalty: 3889.686279
	Iteration 17Q: 3 clusters Score -1.714203e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -17142976.000000 Penalty: 3889.686279
	Iteration 18Q: 3 clusters Score -1.714298e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -17143498.000000 Penalty: 3889.686279
	Iteration 19Q: 3 clusters Score -1.71435e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -17143852.000000 Penalty: 3889.686279
	Iteration 20F: 3 clusters Score -1.714385e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -17144048.000000 Penalty: 3889.686279
	Iteration 21Q: 3 clusters Score -1.714405e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -17144094.000000 Penalty: 3889.686279
	Iteration 22Q: 3 clusters Score -1.714409e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -17144190.000000 Penalty: 3889.686279
	Iteration 23Q: 3 clusters Score -1.714419e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -17144178.000000 Penalty: 3889.686279
	Iteration 24Q: 3 clusters Score -1.714418e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -17144236.000000 Penalty: 3889.686279
	Iteration 25Q: 3 clusters Score -1.714424e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -17144256.000000 Penalty: 3889.686279
	Iteration 26Q: 3 clusters Score -1.714426e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -17144294.000000 Penalty: 3889.686279
	Iteration 27Q: 3 clusters Score -1.714429e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -17144384.000000 Penalty: 3889.686279
	Iteration 28Q: 3 clusters Score -1.714438e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -17144404.000000 Penalty: 3889.686279
	Iteration 29Q: 3 clusters Score -1.71444e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -17144462.000000 Penalty: 3889.686279
	Iteration 30Q: 3 clusters Score -1.714446e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109436 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -17144448.000000 Penalty: 3889.686279
	Iteration 31Q: 3 clusters Score -1.714445e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -17144506.000000 Penalty: 3889.686279
	Iteration 32Q: 3 clusters Score -1.714451e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -17144644.000000 Penalty: 3889.686279
	Iteration 33Q: 3 clusters Score -1.714464e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -17144672.000000 Penalty: 3889.686279
	Iteration 34Q: 3 clusters Score -1.714467e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -17144690.000000 Penalty: 3889.686279
	Iteration 35Q: 3 clusters Score -1.714469e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -17144730.000000 Penalty: 3889.686279
	Iteration 36Q: 3 clusters Score -1.714473e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112089 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -17144706.000000 Penalty: 3889.686279
	Iteration 37Q: 3 clusters Score -1.714471e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112467 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -17144672.000000 Penalty: 3889.686279
	Iteration 38Q: 3 clusters Score -1.714467e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -17144698.000000 Penalty: 3889.686279
	Iteration 39Q: 3 clusters Score -1.71447e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -17144710.000000 Penalty: 3889.686279
	Iteration 40F: 3 clusters Score -1.714471e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -17144714.000000 Penalty: 3889.686279
	Iteration 41Q: 3 clusters Score -1.714471e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -17144746.000000 Penalty: 3889.686279
	Iteration 42Q: 3 clusters Score -1.714475e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114155 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -17144760.000000 Penalty: 3889.686279
	Iteration 43Q: 3 clusters Score -1.714476e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -17144794.000000 Penalty: 3889.686279
	Iteration 44Q: 3 clusters Score -1.714479e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -17144866.000000 Penalty: 3889.686279
	Iteration 45Q: 3 clusters Score -1.714487e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -17144914.000000 Penalty: 3889.686279
	Iteration 46Q: 3 clusters Score -1.714491e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115332 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -17144896.000000 Penalty: 3889.686279
	Iteration 47Q: 3 clusters Score -1.71449e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -17144948.000000 Penalty: 3889.686279
	Iteration 48Q: 3 clusters Score -1.714495e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -17144954.000000 Penalty: 3889.686279
	Iteration 49Q: 3 clusters Score -1.714495e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116078 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -17144920.000000 Penalty: 3889.686279
	Iteration 50Q: 3 clusters Score -1.714492e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -17144948.000000 Penalty: 3889.686279
	Iteration 51Q: 3 clusters Score -1.714495e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -17144898.000000 Penalty: 3889.686279
	Iteration 52Q: 3 clusters Score -1.71449e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116777 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -17144892.000000 Penalty: 3889.686279
	Iteration 53Q: 3 clusters Score -1.714489e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -17144902.000000 Penalty: 3889.686279
	Iteration 54Q: 3 clusters Score -1.71449e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -17144930.000000 Penalty: 3889.686279
	Iteration 55Q: 3 clusters Score -1.714493e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -17144974.000000 Penalty: 3889.686279
	Iteration 56Q: 3 clusters Score -1.714497e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -17144972.000000 Penalty: 3889.686279
	Iteration 57Q: 3 clusters Score -1.714497e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117765 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -17144994.000000 Penalty: 3889.686279
	Iteration 58Q: 3 clusters Score -1.714499e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -17145022.000000 Penalty: 3889.686279
	Iteration 59Q: 3 clusters Score -1.714502e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118165 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -17145030.000000 Penalty: 3889.686279
	Iteration 60F: 3 clusters Score -1.714503e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -17145044.000000 Penalty: 3889.686279
	Iteration 61Q: 3 clusters Score -1.714504e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -17145062.000000 Penalty: 3889.686279
	Iteration 62Q: 3 clusters Score -1.714506e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -17145044.000000 Penalty: 3889.686279
	Iteration 63Q: 3 clusters Score -1.714504e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -17145032.000000 Penalty: 3889.686279
	Iteration 64Q: 3 clusters Score -1.714503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -17145034.000000 Penalty: 3889.686279
	Iteration 65Q: 3 clusters Score -1.714503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -17145090.000000 Penalty: 3889.686279
	Iteration 66Q: 3 clusters Score -1.714509e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -17145108.000000 Penalty: 3889.686279
	Iteration 67Q: 3 clusters Score -1.714511e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -17145130.000000 Penalty: 3889.686279
	Iteration 68Q: 3 clusters Score -1.714513e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -17145146.000000 Penalty: 3889.686279
	Iteration 69Q: 3 clusters Score -1.714515e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -17145152.000000 Penalty: 3889.686279
	Iteration 70Q: 3 clusters Score -1.714515e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119587 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -17145168.000000 Penalty: 3889.686279
	Iteration 71Q: 3 clusters Score -1.714517e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119700 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -17145188.000000 Penalty: 3889.686279
	Iteration 72Q: 3 clusters Score -1.714519e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -17145186.000000 Penalty: 3889.686279
	Iteration 73Q: 3 clusters Score -1.714519e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -17145140.000000 Penalty: 3889.686279
	Iteration 74Q: 3 clusters Score -1.714514e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -17145136.000000 Penalty: 3889.686279
	Iteration 75Q: 3 clusters Score -1.714514e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -17145134.000000 Penalty: 3889.686279
	Iteration 76Q: 3 clusters Score -1.714513e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -17145136.000000 Penalty: 3889.686279
	Iteration 77Q: 3 clusters Score -1.714514e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120523 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -17145134.000000 Penalty: 3889.686279
	Iteration 78Q: 3 clusters Score -1.714513e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -17145122.000000 Penalty: 3889.686279
	Iteration 79Q: 3 clusters Score -1.714512e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -17145130.000000 Penalty: 3889.686279
	Iteration 80F: 3 clusters Score -1.714513e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120994 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -17145156.000000 Penalty: 3889.686279
	Iteration 81Q: 3 clusters Score -1.714516e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -17145178.000000 Penalty: 3889.686279
	Iteration 82Q: 3 clusters Score -1.714518e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -17145182.000000 Penalty: 3889.686279
	Iteration 83Q: 3 clusters Score -1.714518e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121473 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -17145206.000000 Penalty: 3889.686279
	Iteration 84Q: 3 clusters Score -1.714521e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -17145224.000000 Penalty: 3889.686279
	Iteration 85Q: 3 clusters Score -1.714522e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -17145218.000000 Penalty: 3889.686279
	Iteration 86Q: 3 clusters Score -1.714522e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121935 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -17145230.000000 Penalty: 3889.686279
	Iteration 87Q: 3 clusters Score -1.714523e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -17145224.000000 Penalty: 3889.686279
	Iteration 88Q: 3 clusters Score -1.714522e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122194 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -17145202.000000 Penalty: 3889.686279
	Iteration 89Q: 3 clusters Score -1.71452e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122306 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -17145200.000000 Penalty: 3889.686279
	Iteration 90Q: 3 clusters Score -1.71452e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122414 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -17145250.000000 Penalty: 3889.686279
	Iteration 91Q: 3 clusters Score -1.714525e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -17145242.000000 Penalty: 3889.686279
	Iteration 92Q: 3 clusters Score -1.714524e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -17145216.000000 Penalty: 3889.686279
	Iteration 93Q: 3 clusters Score -1.714522e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -17145230.000000 Penalty: 3889.686279
	Iteration 94Q: 3 clusters Score -1.714523e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -17145254.000000 Penalty: 3889.686279
	Iteration 95Q: 3 clusters Score -1.714525e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -17145242.000000 Penalty: 3889.686279
	Iteration 96Q: 3 clusters Score -1.714524e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -17145242.000000 Penalty: 3889.686279
	Iteration 97Q: 3 clusters Score -1.714524e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -17145248.000000 Penalty: 3889.686279
	Iteration 98Q: 3 clusters Score -1.714525e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -17145248.000000 Penalty: 3889.686279
	Iteration 99Q: 3 clusters Score -1.714525e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -17145262.000000 Penalty: 3889.686279
	Iteration 100F: 3 clusters Score -1.714526e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -17145272.000000 Penalty: 3889.686279
	Iteration 101Q: 3 clusters Score -1.714527e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124262 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -17145270.000000 Penalty: 3889.686279
	Iteration 102Q: 3 clusters Score -1.714527e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -17145290.000000 Penalty: 3889.686279
	Iteration 103Q: 3 clusters Score -1.714529e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124676 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -17145264.000000 Penalty: 3889.686279
	Iteration 104Q: 3 clusters Score -1.714526e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124874 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -17145290.000000 Penalty: 3889.686279
	Iteration 105Q: 3 clusters Score -1.714529e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125052 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -17145334.000000 Penalty: 3889.686279
	Iteration 106Q: 3 clusters Score -1.714533e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125237 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -17145322.000000 Penalty: 3889.686279
	Iteration 107Q: 3 clusters Score -1.714532e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -17145272.000000 Penalty: 3889.686279
	Iteration 108Q: 3 clusters Score -1.714527e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125624 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -17145284.000000 Penalty: 3889.686279
	Iteration 109Q: 3 clusters Score -1.714528e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -17145306.000000 Penalty: 3889.686279
	Iteration 110Q: 3 clusters Score -1.714531e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -17145322.000000 Penalty: 3889.686279
	Iteration 111Q: 3 clusters Score -1.714532e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126211 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -17145338.000000 Penalty: 3889.686279
	Iteration 112Q: 3 clusters Score -1.714534e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126397 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -17145348.000000 Penalty: 3889.686279
	Iteration 113Q: 3 clusters Score -1.714535e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -17145370.000000 Penalty: 3889.686279
	Iteration 114Q: 3 clusters Score -1.714537e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -17145354.000000 Penalty: 3889.686279
	Iteration 115Q: 3 clusters Score -1.714535e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -17145364.000000 Penalty: 3889.686279
	Iteration 116Q: 3 clusters Score -1.714536e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127072 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -17145342.000000 Penalty: 3889.686279
	Iteration 117Q: 3 clusters Score -1.714534e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -17145344.000000 Penalty: 3889.686279
	Iteration 118Q: 3 clusters Score -1.714534e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -17145320.000000 Penalty: 3889.686279
	Iteration 119Q: 3 clusters Score -1.714532e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127585 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -17145356.000000 Penalty: 3889.686279
	Iteration 120F: 3 clusters Score -1.714536e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -17145378.000000 Penalty: 3889.686279
	Iteration 121Q: 3 clusters Score -1.714538e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -17145408.000000 Penalty: 3889.686279
	Iteration 122Q: 3 clusters Score -1.714541e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128094 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -17145406.000000 Penalty: 3889.686279
	Iteration 123Q: 3 clusters Score -1.714541e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -17145444.000000 Penalty: 3889.686279
	Iteration 124Q: 3 clusters Score -1.714544e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -17145412.000000 Penalty: 3889.686279
	Iteration 125Q: 3 clusters Score -1.714541e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -17145416.000000 Penalty: 3889.686279
	Iteration 126Q: 3 clusters Score -1.714542e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128800 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -17145434.000000 Penalty: 3889.686279
	Iteration 127Q: 3 clusters Score -1.714543e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -17145400.000000 Penalty: 3889.686279
	Iteration 128Q: 3 clusters Score -1.71454e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -17145376.000000 Penalty: 3889.686279
	Iteration 129Q: 3 clusters Score -1.714538e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129328 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -17145356.000000 Penalty: 3889.686279
	Iteration 130Q: 3 clusters Score -1.714536e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -17145388.000000 Penalty: 3889.686279
	Iteration 131Q: 3 clusters Score -1.714539e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129682 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -17145356.000000 Penalty: 3889.686279
	Iteration 132Q: 3 clusters Score -1.714536e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -17145370.000000 Penalty: 3889.686279
	Iteration 133Q: 3 clusters Score -1.714537e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130012 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -17145408.000000 Penalty: 3889.686279
	Iteration 134Q: 3 clusters Score -1.714541e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130178 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -17145388.000000 Penalty: 3889.686279
	Iteration 135Q: 3 clusters Score -1.714539e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -17145440.000000 Penalty: 3889.686279
	Iteration 136Q: 3 clusters Score -1.714544e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130539 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -17145424.000000 Penalty: 3889.686279
	Iteration 137Q: 3 clusters Score -1.714542e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -17145442.000000 Penalty: 3889.686279
	Iteration 138Q: 3 clusters Score -1.714544e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -17145476.000000 Penalty: 3889.686279
	Iteration 139Q: 3 clusters Score -1.714548e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -17145508.000000 Penalty: 3889.686279
	Iteration 140F: 3 clusters Score -1.714551e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131412 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -17145574.000000 Penalty: 3889.686279
	Iteration 141Q: 3 clusters Score -1.714557e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -17145574.000000 Penalty: 3889.686279
	Iteration 142Q: 3 clusters Score -1.714557e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -17145556.000000 Penalty: 3889.686279
	Iteration 143Q: 3 clusters Score -1.714556e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132229 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -17145570.000000 Penalty: 3889.686279
	Iteration 144Q: 3 clusters Score -1.714557e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -17145604.000000 Penalty: 3889.686279
	Iteration 145Q: 3 clusters Score -1.71456e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132840 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -17145640.000000 Penalty: 3889.686279
	Iteration 146Q: 3 clusters Score -1.714564e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -17145652.000000 Penalty: 3889.686279
	Iteration 147Q: 3 clusters Score -1.714565e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -17145624.000000 Penalty: 3889.686279
	Iteration 148Q: 3 clusters Score -1.714562e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133829 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -17145624.000000 Penalty: 3889.686279
	Iteration 149Q: 3 clusters Score -1.714562e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134178 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -17145602.000000 Penalty: 3889.686279
	Iteration 150Q: 3 clusters Score -1.71456e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -17145734.000000 Penalty: 3889.686279
	Iteration 151Q: 3 clusters Score -1.714573e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -17145808.000000 Penalty: 3889.686279
	Iteration 152Q: 3 clusters Score -1.714581e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -17145862.000000 Penalty: 3889.686279
	Iteration 153Q: 3 clusters Score -1.714586e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -17145882.000000 Penalty: 3889.686279
	Iteration 154Q: 3 clusters Score -1.714588e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -17145922.000000 Penalty: 3889.686279
	Iteration 155Q: 3 clusters Score -1.714592e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136462 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -17146026.000000 Penalty: 3889.686279
	Iteration 156Q: 3 clusters Score -1.714603e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -17146112.000000 Penalty: 3889.686279
	Iteration 157Q: 3 clusters Score -1.714611e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -17146188.000000 Penalty: 3889.686279
	Iteration 158Q: 3 clusters Score -1.714619e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137702 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -17146210.000000 Penalty: 3889.686279
	Iteration 159Q: 3 clusters Score -1.714621e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -17146232.000000 Penalty: 3889.686279
	Iteration 160F: 3 clusters Score -1.714623e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -17146228.000000 Penalty: 3889.686279
	Iteration 161Q: 3 clusters Score -1.714623e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139011 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -17146278.000000 Penalty: 3889.686279
	Iteration 162Q: 3 clusters Score -1.714628e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139425 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -17146228.000000 Penalty: 3889.686279
	Iteration 163Q: 3 clusters Score -1.714623e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139867 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -17146320.000000 Penalty: 3889.686279
	Iteration 164Q: 3 clusters Score -1.714632e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140309 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -17146320.000000 Penalty: 3889.686279
	Iteration 165Q: 3 clusters Score -1.714632e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -17146334.000000 Penalty: 3889.686279
	Iteration 166Q: 3 clusters Score -1.714633e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141267 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -17146338.000000 Penalty: 3889.686279
	Iteration 167Q: 3 clusters Score -1.714634e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141744 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -17146346.000000 Penalty: 3889.686279
	Iteration 168Q: 3 clusters Score -1.714635e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -17146344.000000 Penalty: 3889.686279
	Iteration 169Q: 3 clusters Score -1.714634e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142696 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -17146332.000000 Penalty: 3889.686279
	Iteration 170Q: 3 clusters Score -1.714633e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -17146394.000000 Penalty: 3889.686279
	Iteration 171Q: 3 clusters Score -1.714639e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -17146498.000000 Penalty: 3889.686279
	Iteration 172Q: 3 clusters Score -1.71465e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -17146542.000000 Penalty: 3889.686279
	Iteration 173Q: 3 clusters Score -1.714654e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -17146554.000000 Penalty: 3889.686279
	Iteration 174Q: 3 clusters Score -1.714655e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -17146682.000000 Penalty: 3889.686279
	Iteration 175Q: 3 clusters Score -1.714668e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -17146708.000000 Penalty: 3889.686279
	Iteration 176Q: 3 clusters Score -1.714671e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -17146654.000000 Penalty: 3889.686279
	Iteration 177Q: 3 clusters Score -1.714665e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146445 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -17146710.000000 Penalty: 3889.686279
	Iteration 178Q: 3 clusters Score -1.714671e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146863 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -17146760.000000 Penalty: 3889.686279
	Iteration 179Q: 3 clusters Score -1.714676e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147308 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -17146760.000000 Penalty: 3889.686279
	Iteration 180F: 3 clusters Score -1.714676e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -17146884.000000 Penalty: 3889.686279
	Iteration 181Q: 3 clusters Score -1.714688e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148124 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -17146912.000000 Penalty: 3889.686279
	Iteration 182Q: 3 clusters Score -1.714691e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -17146906.000000 Penalty: 3889.686279
	Iteration 183Q: 3 clusters Score -1.714691e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148921 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -17146990.000000 Penalty: 3889.686279
	Iteration 184Q: 3 clusters Score -1.714699e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -17147022.000000 Penalty: 3889.686279
	Iteration 185Q: 3 clusters Score -1.714702e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -17147034.000000 Penalty: 3889.686279
	Iteration 186Q: 3 clusters Score -1.714703e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -17147066.000000 Penalty: 3889.686279
	Iteration 187Q: 3 clusters Score -1.714707e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150483 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -17147068.000000 Penalty: 3889.686279
	Iteration 188Q: 3 clusters Score -1.714707e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150817 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -17147104.000000 Penalty: 3889.686279
	Iteration 189Q: 3 clusters Score -1.71471e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151150 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -17147130.000000 Penalty: 3889.686279
	Iteration 190Q: 3 clusters Score -1.714713e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -17147186.000000 Penalty: 3889.686279
	Iteration 191Q: 3 clusters Score -1.714719e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -17147196.000000 Penalty: 3889.686279
	Iteration 192Q: 3 clusters Score -1.71472e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -17147222.000000 Penalty: 3889.686279
	Iteration 193Q: 3 clusters Score -1.714722e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -17147268.000000 Penalty: 3889.686279
	Iteration 194Q: 3 clusters Score -1.714727e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -17147318.000000 Penalty: 3889.686279
	Iteration 195Q: 3 clusters Score -1.714732e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -17147294.000000 Penalty: 3889.686279
	Iteration 196Q: 3 clusters Score -1.714729e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -17147272.000000 Penalty: 3889.686279
	Iteration 197Q: 3 clusters Score -1.714727e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -17147284.000000 Penalty: 3889.686279
	Iteration 198Q: 3 clusters Score -1.714728e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -17147268.000000 Penalty: 3889.686279
	Iteration 199Q: 3 clusters Score -1.714727e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -17147244.000000 Penalty: 3889.686279
	Iteration 200F: 3 clusters Score -1.714724e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -17147262.000000 Penalty: 3889.686279
	Iteration 201Q: 3 clusters Score -1.714726e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -17147306.000000 Penalty: 3889.686279
	Iteration 202Q: 3 clusters Score -1.714731e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153952 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -17147318.000000 Penalty: 3889.686279
	Iteration 203Q: 3 clusters Score -1.714732e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154062 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -17147296.000000 Penalty: 3889.686279
	Iteration 204Q: 3 clusters Score -1.71473e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -17147330.000000 Penalty: 3889.686279
	Iteration 205Q: 3 clusters Score -1.714733e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -17147342.000000 Penalty: 3889.686279
	Iteration 206Q: 3 clusters Score -1.714734e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -17147356.000000 Penalty: 3889.686279
	Iteration 207Q: 3 clusters Score -1.714736e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -17147352.000000 Penalty: 3889.686279
	Iteration 208Q: 3 clusters Score -1.714735e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154505 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17147328.000000 Penalty: 3889.686279
	Iteration 209Q: 3 clusters Score -1.714733e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -17147324.000000 Penalty: 3889.686279
	Iteration 210Q: 3 clusters Score -1.714732e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154631 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -17147332.000000 Penalty: 3889.686279
	Iteration 211Q: 3 clusters Score -1.714733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -17147336.000000 Penalty: 3889.686279
	Iteration 212Q: 3 clusters Score -1.714734e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -17147330.000000 Penalty: 3889.686279
	Iteration 213Q: 3 clusters Score -1.714733e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -17147312.000000 Penalty: 3889.686279
	Iteration 214Q: 3 clusters Score -1.714731e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -17147312.000000 Penalty: 3889.686279
	Iteration 215Q: 3 clusters Score -1.714731e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -17147304.000000 Penalty: 3889.686279
	Iteration 216Q: 3 clusters Score -1.71473e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -17147308.000000 Penalty: 3889.686279
	Iteration 217Q: 3 clusters Score -1.714731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -17147328.000000 Penalty: 3889.686279
	Iteration 218Q: 3 clusters Score -1.714733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -17147336.000000 Penalty: 3889.686279
	Iteration 219Q: 3 clusters Score -1.714734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -17147322.000000 Penalty: 3889.686279
	Iteration 220F: 3 clusters Score -1.714732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -17147318.000000 Penalty: 3889.686279
	Iteration 221Q: 3 clusters Score -1.714732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155027 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -17147310.000000 Penalty: 3889.686279
	Iteration 222Q: 3 clusters Score -1.714731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -17147290.000000 Penalty: 3889.686279
	Iteration 223Q: 3 clusters Score -1.714729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -17147278.000000 Penalty: 3889.686279
	Iteration 224Q: 3 clusters Score -1.714728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -17147292.000000 Penalty: 3889.686279
	Iteration 225Q: 3 clusters Score -1.714729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -17147310.000000 Penalty: 3889.686279
	Iteration 226Q: 3 clusters Score -1.714731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -17147312.000000 Penalty: 3889.686279
	Iteration 227Q: 3 clusters Score -1.714731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -17147298.000000 Penalty: 3889.686279
	Iteration 228Q: 3 clusters Score -1.71473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155215 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17147312.000000 Penalty: 3889.686279
	Iteration 229Q: 3 clusters Score -1.714731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -17147316.000000 Penalty: 3889.686279
	Iteration 230Q: 3 clusters Score -1.714732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -17147336.000000 Penalty: 3889.686279
	Iteration 231Q: 3 clusters Score -1.714734e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -17147350.000000 Penalty: 3889.686279
	Iteration 232Q: 3 clusters Score -1.714735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17147354.000000 Penalty: 3889.686279
	Iteration 233Q: 3 clusters Score -1.714735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17147368.000000 Penalty: 3889.686279
	Iteration 234Q: 3 clusters Score -1.714737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 235Q: 3 clusters Score -1.714737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -17147378.000000 Penalty: 3889.686279
	Iteration 236Q: 3 clusters Score -1.714738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -17147384.000000 Penalty: 3889.686279
	Iteration 237Q: 3 clusters Score -1.714738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 238Q: 3 clusters Score -1.714737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 239Q: 3 clusters Score -1.714737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155424 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -17147368.000000 Penalty: 3889.686279
	Iteration 240F: 3 clusters Score -1.714737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -17147378.000000 Penalty: 3889.686279
	Iteration 241Q: 3 clusters Score -1.714738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -17147386.000000 Penalty: 3889.686279
	Iteration 242Q: 3 clusters Score -1.714739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17147374.000000 Penalty: 3889.686279
	Iteration 243Q: 3 clusters Score -1.714737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17147378.000000 Penalty: 3889.686279
	Iteration 244Q: 3 clusters Score -1.714738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -17147368.000000 Penalty: 3889.686279
	Iteration 245Q: 3 clusters Score -1.714737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 246Q: 3 clusters Score -1.714737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155487 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 247Q: 3 clusters Score -1.714737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155491 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 248Q: 3 clusters Score -1.714737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17147362.000000 Penalty: 3889.686279
	Iteration 249Q: 3 clusters Score -1.714736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17147360.000000 Penalty: 3889.686279
	Iteration 250Q: 3 clusters Score -1.714736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17147356.000000 Penalty: 3889.686279
	Iteration 251Q: 3 clusters Score -1.714736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -17147350.000000 Penalty: 3889.686279
	Iteration 252Q: 3 clusters Score -1.714735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -17147352.000000 Penalty: 3889.686279
	Iteration 253Q: 3 clusters Score -1.714735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -17147354.000000 Penalty: 3889.686279
	Iteration 254Q: 3 clusters Score -1.714735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -17147356.000000 Penalty: 3889.686279
	Iteration 255Q: 3 clusters Score -1.714736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17147358.000000 Penalty: 3889.686279
	Iteration 256Q: 3 clusters Score -1.714736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 257Q: 3 clusters Score -1.714737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -17147372.000000 Penalty: 3889.686279
	Iteration 258Q: 3 clusters Score -1.714737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17147364.000000 Penalty: 3889.686279
	Iteration 259Q: 3 clusters Score -1.714736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -17147348.000000 Penalty: 3889.686279
	Iteration 260F: 3 clusters Score -1.714735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17147356.000000 Penalty: 3889.686279
	Iteration 261Q: 3 clusters Score -1.714736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -17147360.000000 Penalty: 3889.686279
	Iteration 262Q: 3 clusters Score -1.714736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17147358.000000 Penalty: 3889.686279
	Iteration 263Q: 3 clusters Score -1.714736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17147356.000000 Penalty: 3889.686279
	Iteration 264Q: 3 clusters Score -1.714736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155579 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17147362.000000 Penalty: 3889.686279
	Iteration 265Q: 3 clusters Score -1.714736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17147358.000000 Penalty: 3889.686279
	Iteration 266Q: 3 clusters Score -1.714736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155583 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 267Q: 3 clusters Score -1.714737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -17147362.000000 Penalty: 3889.686279
	Iteration 268Q: 3 clusters Score -1.714736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -17147364.000000 Penalty: 3889.686279
	Iteration 269Q: 3 clusters Score -1.714736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -17147372.000000 Penalty: 3889.686279
	Iteration 270Q: 3 clusters Score -1.714737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 271Q: 3 clusters Score -1.714737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 272Q: 3 clusters Score -1.714737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17147362.000000 Penalty: 3889.686279
	Iteration 273Q: 3 clusters Score -1.714736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 274Q: 3 clusters Score -1.714737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17147360.000000 Penalty: 3889.686279
	Iteration 275Q: 3 clusters Score -1.714736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155673 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17147376.000000 Penalty: 3889.686279
	Iteration 276Q: 3 clusters Score -1.714738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17147374.000000 Penalty: 3889.686279
	Iteration 277Q: 3 clusters Score -1.714737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155690 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17147360.000000 Penalty: 3889.686279
	Iteration 278Q: 3 clusters Score -1.714736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -17147368.000000 Penalty: 3889.686279
	Iteration 279Q: 3 clusters Score -1.714737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17147374.000000 Penalty: 3889.686279
	Iteration 280F: 3 clusters Score -1.714737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17147372.000000 Penalty: 3889.686279
	Iteration 281Q: 3 clusters Score -1.714737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17147370.000000 Penalty: 3889.686279
	Iteration 282Q: 3 clusters Score -1.714737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -17147376.000000 Penalty: 3889.686279
	Iteration 283Q: 3 clusters Score -1.714738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 284Q: 3 clusters Score -1.714737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 285Q: 3 clusters Score -1.714737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -17147366.000000 Penalty: 3889.686279
	Iteration 286F: 3 clusters Score -1.714737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Entering Unmasked Estep 
Score: -2576736.250000 Penalty: 1634.982544
	Iteration 0F: 2 clusters Score -2576736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2560894.750000 Penalty: 3269.965088
	Iteration 0F: 3 clusters Score -2560895 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2566513.750000 Penalty: 3269.965088
	Iteration 1F: 3 clusters Score -2566514 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2566777.250000 Penalty: 3269.965088
	Iteration 2Q: 3 clusters Score -2566777 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2567092.500000 Penalty: 3269.965088
	Iteration 3Q: 3 clusters Score -2567092 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2567409.250000 Penalty: 3269.965088
	Iteration 4Q: 3 clusters Score -2567409 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2567798.500000 Penalty: 3269.965088
	Iteration 5Q: 3 clusters Score -2567798 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2568321.250000 Penalty: 3269.965088
	Iteration 6Q: 3 clusters Score -2568321 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2569086.500000 Penalty: 3269.965088
	Iteration 7F: 3 clusters Score -2569086 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2570188.250000 Penalty: 3269.965088
	Iteration 8F: 3 clusters Score -2570188 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2571688.750000 Penalty: 3269.965088
	Iteration 9F: 3 clusters Score -2571689 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2573241.750000 Penalty: 3269.965088
	Iteration 10F: 3 clusters Score -2573242 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2574246.000000 Penalty: 3269.965088
	Iteration 11Q: 3 clusters Score -2574246 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2574757.500000 Penalty: 3269.965088
	Iteration 12Q: 3 clusters Score -2574758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2574993.250000 Penalty: 3269.965088
	Iteration 13Q: 3 clusters Score -2574993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2575093.000000 Penalty: 3269.965088
	Iteration 14Q: 3 clusters Score -2575093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2575149.500000 Penalty: 3269.965088
	Iteration 15Q: 3 clusters Score -2575150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2575194.750000 Penalty: 3269.965088
	Iteration 16Q: 3 clusters Score -2575195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2575220.750000 Penalty: 3269.965088
	Iteration 17Q: 3 clusters Score -2575221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2575231.500000 Penalty: 3269.965088
	Iteration 18Q: 3 clusters Score -2575232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2575240.250000 Penalty: 3269.965088
	Iteration 19Q: 3 clusters Score -2575240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2575250.500000 Penalty: 3269.965088
	Iteration 20F: 3 clusters Score -2575250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2575257.500000 Penalty: 3269.965088
	Iteration 21Q: 3 clusters Score -2575258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2575264.500000 Penalty: 3269.965088
	Iteration 22Q: 3 clusters Score -2575264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2575271.750000 Penalty: 3269.965088
	Iteration 23Q: 3 clusters Score -2575272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2575274.250000 Penalty: 3269.965088
	Iteration 24Q: 3 clusters Score -2575274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2575285.500000 Penalty: 3269.965088
	Iteration 25Q: 3 clusters Score -2575286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2575291.500000 Penalty: 3269.965088
	Iteration 26Q: 3 clusters Score -2575292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2575292.000000 Penalty: 3269.965088
	Iteration 27Q: 3 clusters Score -2575292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2575294.000000 Penalty: 3269.965088
	Iteration 28Q: 3 clusters Score -2575294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2575294.000000 Penalty: 3269.965088
	Iteration 29F: 3 clusters Score -2575294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -289072.062500 Penalty: 1281.304810
	Iteration 0F: 2 clusters Score -289072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286542.875000 Penalty: 2562.609619
	Iteration 0F: 3 clusters Score -286542.9 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287181.687500 Penalty: 2562.609619
	Iteration 1F: 3 clusters Score -287181.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287333.968750 Penalty: 2562.609619
	Iteration 2F: 3 clusters Score -287334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -287433.281250 Penalty: 2562.609619
	Iteration 3F: 3 clusters Score -287433.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -287531.218750 Penalty: 2562.609619
	Iteration 4Q: 3 clusters Score -287531.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -287609.906250 Penalty: 2562.609619
	Iteration 5Q: 3 clusters Score -287609.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -287678.531250 Penalty: 2562.609619
	Iteration 6Q: 3 clusters Score -287678.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -287748.250000 Penalty: 2562.609619
	Iteration 7Q: 3 clusters Score -287748.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287806.750000 Penalty: 2562.609619
	Iteration 8Q: 3 clusters Score -287806.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -287871.031250 Penalty: 2562.609619
	Iteration 9Q: 3 clusters Score -287871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -287942.062500 Penalty: 2562.609619
	Iteration 10Q: 3 clusters Score -287942.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -288012.031250 Penalty: 2562.609619
	Iteration 11Q: 3 clusters Score -288012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -288065.031250 Penalty: 2562.609619
	Iteration 12Q: 3 clusters Score -288065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -288089.812500 Penalty: 2562.609619
	Iteration 13Q: 3 clusters Score -288089.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -288107.218750 Penalty: 2562.609619
	Iteration 14Q: 3 clusters Score -288107.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -288121.718750 Penalty: 2562.609619
	Iteration 15Q: 3 clusters Score -288121.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -288137.593750 Penalty: 2562.609619
	Iteration 16Q: 3 clusters Score -288137.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -288145.562500 Penalty: 2562.609619
	Iteration 17Q: 3 clusters Score -288145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -288151.406250 Penalty: 2562.609619
	Iteration 18Q: 3 clusters Score -288151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -288156.812500 Penalty: 2562.609619
	Iteration 19Q: 3 clusters Score -288156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -288160.000000 Penalty: 2562.609619
	Iteration 20F: 3 clusters Score -288160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -288161.531250 Penalty: 2562.609619
	Iteration 21Q: 3 clusters Score -288161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -288161.968750 Penalty: 2562.609619
	Iteration 22Q: 3 clusters Score -288162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -288163.687500 Penalty: 2562.609619
	Iteration 23Q: 3 clusters Score -288163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -288165.312500 Penalty: 2562.609619
	Iteration 24Q: 3 clusters Score -288165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -288165.750000 Penalty: 2562.609619
	Iteration 25Q: 3 clusters Score -288165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -288167.031250 Penalty: 2562.609619
	Iteration 26Q: 3 clusters Score -288167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -288170.000000 Penalty: 2562.609619
	Iteration 27Q: 3 clusters Score -288170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -288172.250000 Penalty: 2562.609619
	Iteration 28Q: 3 clusters Score -288172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -288174.031250 Penalty: 2562.609619
	Iteration 29Q: 3 clusters Score -288174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -288176.156250 Penalty: 2562.609619
	Iteration 30Q: 3 clusters Score -288176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -288176.281250 Penalty: 2562.609619
	Iteration 31Q: 3 clusters Score -288176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -288177.218750 Penalty: 2562.609619
	Iteration 32Q: 3 clusters Score -288177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -288177.218750 Penalty: 2562.609619
	Iteration 33F: 3 clusters Score -288177.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -249219.359375 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -249219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -246900.375000 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -246900.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247446.125000 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -247446.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -247571.828125 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -247571.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -247631.906250 Penalty: 2512.449707
	Iteration 3Q: 3 clusters Score -247631.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -247659.765625 Penalty: 2512.449707
	Iteration 4Q: 3 clusters Score -247659.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -247684.437500 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -247684.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -247707.625000 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -247707.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247724.468750 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -247724.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -247740.109375 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -247740.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -247751.531250 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -247751.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -247762.984375 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -247763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -247779.578125 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -247779.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -247794.265625 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -247794.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -247815.234375 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -247815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -247826.750000 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -247826.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -247836.343750 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -247836.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247843.687500 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -247843.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -247853.218750 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -247853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -247862.546875 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -247862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -247873.031250 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -247873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -247884.171875 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -247884.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -247896.515625 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -247896.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -247908.000000 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -247908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -247914.390625 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -247914.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -247921.609375 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -247921.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -247928.828125 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -247928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -247935.937500 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -247935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -247940.000000 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -247940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -247946.093750 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -247946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -247954.093750 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -247954.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -247962.671875 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -247962.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -247969.734375 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -247969.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -247975.828125 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -247975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -247981.359375 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -247981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -247987.125000 Penalty: 2512.449707
	Iteration 34Q: 3 clusters Score -247987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -247993.890625 Penalty: 2512.449707
	Iteration 35Q: 3 clusters Score -247993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -247997.828125 Penalty: 2512.449707
	Iteration 36Q: 3 clusters Score -247997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -248001.156250 Penalty: 2512.449707
	Iteration 37Q: 3 clusters Score -248001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -248009.781250 Penalty: 2512.449707
	Iteration 38Q: 3 clusters Score -248009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -248014.015625 Penalty: 2512.449707
	Iteration 39Q: 3 clusters Score -248014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -248016.734375 Penalty: 2512.449707
	Iteration 40F: 3 clusters Score -248016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -248019.078125 Penalty: 2512.449707
	Iteration 41Q: 3 clusters Score -248019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -248021.046875 Penalty: 2512.449707
	Iteration 42Q: 3 clusters Score -248021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -248021.468750 Penalty: 2512.449707
	Iteration 43Q: 3 clusters Score -248021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -248021.593750 Penalty: 2512.449707
	Iteration 44Q: 3 clusters Score -248021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -248021.593750 Penalty: 2512.449707
	Iteration 45F: 3 clusters Score -248021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Entering Unmasked Estep 
Score: -13456859.000000 Penalty: 1903.898560
	Iteration 0F: 2 clusters Score -1.345686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -13374255.000000 Penalty: 3807.797119
	Iteration 0F: 3 clusters Score -1.337426e+07 nChanged 58980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -13408858.000000 Penalty: 3807.797119
	Iteration 1F: 3 clusters Score -1.340886e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -13410232.000000 Penalty: 3807.797119
	Iteration 2Q: 3 clusters Score -1.341023e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -13413152.000000 Penalty: 3807.797119
	Iteration 3F: 3 clusters Score -1.341315e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -13419006.000000 Penalty: 3807.797119
	Iteration 4F: 3 clusters Score -1.341901e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -13428895.000000 Penalty: 3807.797119
	Iteration 5F: 3 clusters Score -1.34289e+07 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -13440266.000000 Penalty: 3807.797119
	Iteration 6F: 3 clusters Score -1.344027e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -13448269.000000 Penalty: 3807.797119
	Iteration 7F: 3 clusters Score -1.344827e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -13452301.000000 Penalty: 3807.797119
	Iteration 8Q: 3 clusters Score -1.34523e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -13454311.000000 Penalty: 3807.797119
	Iteration 9Q: 3 clusters Score -1.345431e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -13455105.000000 Penalty: 3807.797119
	Iteration 10Q: 3 clusters Score -1.34551e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 119539 members 
Entering Unmasked Estep 
Score: -13455403.000000 Penalty: 3807.797119
	Iteration 11Q: 3 clusters Score -1.34554e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -13455523.000000 Penalty: 3807.797119
	Iteration 12Q: 3 clusters Score -1.345552e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -13455618.000000 Penalty: 3807.797119
	Iteration 13Q: 3 clusters Score -1.345562e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -13455644.000000 Penalty: 3807.797119
	Iteration 14Q: 3 clusters Score -1.345564e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -13455674.000000 Penalty: 3807.797119
	Iteration 15Q: 3 clusters Score -1.345567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -13455665.000000 Penalty: 3807.797119
	Iteration 16Q: 3 clusters Score -1.345566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -13455673.000000 Penalty: 3807.797119
	Iteration 17Q: 3 clusters Score -1.345567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 119914 members 
Entering Unmasked Estep 
Score: -13455689.000000 Penalty: 3807.797119
	Iteration 18Q: 3 clusters Score -1.345569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -13455683.000000 Penalty: 3807.797119
	Iteration 19Q: 3 clusters Score -1.345568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 119952 members 
Entering Unmasked Estep 
Score: -13455673.000000 Penalty: 3807.797119
	Iteration 20F: 3 clusters Score -1.345567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -13455679.000000 Penalty: 3807.797119
	Iteration 21Q: 3 clusters Score -1.345568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -13455681.000000 Penalty: 3807.797119
	Iteration 22Q: 3 clusters Score -1.345568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -13455696.000000 Penalty: 3807.797119
	Iteration 23Q: 3 clusters Score -1.34557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -13455681.000000 Penalty: 3807.797119
	Iteration 24Q: 3 clusters Score -1.345568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 120005 members 
Entering Unmasked Estep 
Score: -13455685.000000 Penalty: 3807.797119
	Iteration 25Q: 3 clusters Score -1.345568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -13455690.000000 Penalty: 3807.797119
	Iteration 26Q: 3 clusters Score -1.345569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 120022 members 
Entering Unmasked Estep 
Score: -13455683.000000 Penalty: 3807.797119
	Iteration 27Q: 3 clusters Score -1.345568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 120031 members 
Entering Unmasked Estep 
Score: -13455681.000000 Penalty: 3807.797119
	Iteration 28Q: 3 clusters Score -1.345568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -13455686.000000 Penalty: 3807.797119
	Iteration 29Q: 3 clusters Score -1.345569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 120042 members 
Entering Unmasked Estep 
Score: -13455683.000000 Penalty: 3807.797119
	Iteration 30Q: 3 clusters Score -1.345568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -13455684.000000 Penalty: 3807.797119
	Iteration 31Q: 3 clusters Score -1.345568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -13455684.000000 Penalty: 3807.797119
	Iteration 32F: 3 clusters Score -1.345568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -41531.433594 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -41531.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40557.535156 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -40557.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40756.609375 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -40756.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40812.582031 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -40812.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40852.769531 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -40852.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40883.285156 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -40883.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40904.878906 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -40904.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40917.359375 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -40917.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40930.183594 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -40930.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40946.332031 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -40946.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40974.585938 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -40974.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40978.332031 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -40978.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40978.769531 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -40978.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40978.769531 Penalty: 1999.638184
	Iteration 12F: 3 clusters Score -40978.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -527859.437500 Penalty: 1371.936279
	Iteration 0F: 2 clusters Score -527859.4 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 2370 members 
Entering Unmasked Estep 
Score: -524040.187500 Penalty: 2743.872559
	Iteration 0F: 3 clusters Score -524040.2 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -525020.312500 Penalty: 2743.872559
	Iteration 1F: 3 clusters Score -525020.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -525165.750000 Penalty: 2743.872559
	Iteration 2F: 3 clusters Score -525165.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -525281.625000 Penalty: 2743.872559
	Iteration 3F: 3 clusters Score -525281.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -525377.375000 Penalty: 2743.872559
	Iteration 4Q: 3 clusters Score -525377.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -525437.250000 Penalty: 2743.872559
	Iteration 5Q: 3 clusters Score -525437.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -525487.437500 Penalty: 2743.872559
	Iteration 6Q: 3 clusters Score -525487.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -525528.312500 Penalty: 2743.872559
	Iteration 7Q: 3 clusters Score -525528.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -525555.750000 Penalty: 2743.872559
	Iteration 8Q: 3 clusters Score -525555.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -525583.000000 Penalty: 2743.872559
	Iteration 9Q: 3 clusters Score -525583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -525613.000000 Penalty: 2743.872559
	Iteration 10Q: 3 clusters Score -525613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -525642.437500 Penalty: 2743.872559
	Iteration 11Q: 3 clusters Score -525642.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -525684.687500 Penalty: 2743.872559
	Iteration 12Q: 3 clusters Score -525684.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -525737.187500 Penalty: 2743.872559
	Iteration 13Q: 3 clusters Score -525737.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -525790.937500 Penalty: 2743.872559
	Iteration 14Q: 3 clusters Score -525790.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -525845.250000 Penalty: 2743.872559
	Iteration 15Q: 3 clusters Score -525845.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -525899.437500 Penalty: 2743.872559
	Iteration 16Q: 3 clusters Score -525899.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -525953.375000 Penalty: 2743.872559
	Iteration 17Q: 3 clusters Score -525953.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -526012.875000 Penalty: 2743.872559
	Iteration 18Q: 3 clusters Score -526012.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -526103.625000 Penalty: 2743.872559
	Iteration 19Q: 3 clusters Score -526103.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -526190.687500 Penalty: 2743.872559
	Iteration 20F: 3 clusters Score -526190.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -526270.250000 Penalty: 2743.872559
	Iteration 21Q: 3 clusters Score -526270.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -526329.000000 Penalty: 2743.872559
	Iteration 22Q: 3 clusters Score -526329 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -526384.687500 Penalty: 2743.872559
	Iteration 23Q: 3 clusters Score -526384.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -526441.187500 Penalty: 2743.872559
	Iteration 24Q: 3 clusters Score -526441.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -526479.375000 Penalty: 2743.872559
	Iteration 25Q: 3 clusters Score -526479.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -526516.312500 Penalty: 2743.872559
	Iteration 26Q: 3 clusters Score -526516.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -526545.687500 Penalty: 2743.872559
	Iteration 27Q: 3 clusters Score -526545.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -526563.312500 Penalty: 2743.872559
	Iteration 28Q: 3 clusters Score -526563.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -526575.687500 Penalty: 2743.872559
	Iteration 29Q: 3 clusters Score -526575.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -526585.625000 Penalty: 2743.872559
	Iteration 30Q: 3 clusters Score -526585.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -526592.562500 Penalty: 2743.872559
	Iteration 31Q: 3 clusters Score -526592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -526598.000000 Penalty: 2743.872559
	Iteration 32Q: 3 clusters Score -526598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -526601.500000 Penalty: 2743.872559
	Iteration 33Q: 3 clusters Score -526601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -526602.562500 Penalty: 2743.872559
	Iteration 34Q: 3 clusters Score -526602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -526603.437500 Penalty: 2743.872559
	Iteration 35Q: 3 clusters Score -526603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -526606.312500 Penalty: 2743.872559
	Iteration 36Q: 3 clusters Score -526606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -526607.625000 Penalty: 2743.872559
	Iteration 37Q: 3 clusters Score -526607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -526611.437500 Penalty: 2743.872559
	Iteration 38Q: 3 clusters Score -526611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -526616.000000 Penalty: 2743.872559
	Iteration 39Q: 3 clusters Score -526616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -526619.312500 Penalty: 2743.872559
	Iteration 40F: 3 clusters Score -526619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -526623.187500 Penalty: 2743.872559
	Iteration 41Q: 3 clusters Score -526623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -526628.687500 Penalty: 2743.872559
	Iteration 42Q: 3 clusters Score -526628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -526629.250000 Penalty: 2743.872559
	Iteration 43Q: 3 clusters Score -526629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -526633.062500 Penalty: 2743.872559
	Iteration 44Q: 3 clusters Score -526633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -526635.562500 Penalty: 2743.872559
	Iteration 45Q: 3 clusters Score -526635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -526638.125000 Penalty: 2743.872559
	Iteration 46Q: 3 clusters Score -526638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -526639.750000 Penalty: 2743.872559
	Iteration 47Q: 3 clusters Score -526639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -526643.312500 Penalty: 2743.872559
	Iteration 48Q: 3 clusters Score -526643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -526647.437500 Penalty: 2743.872559
	Iteration 49Q: 3 clusters Score -526647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -526649.062500 Penalty: 2743.872559
	Iteration 50Q: 3 clusters Score -526649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -526651.875000 Penalty: 2743.872559
	Iteration 51Q: 3 clusters Score -526651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -526653.812500 Penalty: 2743.872559
	Iteration 52Q: 3 clusters Score -526653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -526660.187500 Penalty: 2743.872559
	Iteration 53Q: 3 clusters Score -526660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -526662.437500 Penalty: 2743.872559
	Iteration 54Q: 3 clusters Score -526662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -526664.000000 Penalty: 2743.872559
	Iteration 55Q: 3 clusters Score -526664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -526667.000000 Penalty: 2743.872559
	Iteration 56Q: 3 clusters Score -526667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -526666.937500 Penalty: 2743.872559
	Iteration 57Q: 3 clusters Score -526666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -526667.562500 Penalty: 2743.872559
	Iteration 58Q: 3 clusters Score -526667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -526668.937500 Penalty: 2743.872559
	Iteration 59Q: 3 clusters Score -526668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -526668.937500 Penalty: 2743.872559
	Iteration 60F: 3 clusters Score -526668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -314324.062500 Penalty: 1306.624878
	Iteration 0F: 2 clusters Score -314324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -311549.125000 Penalty: 2613.249756
	Iteration 0F: 3 clusters Score -311549.1 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -312243.437500 Penalty: 2613.249756
	Iteration 1F: 3 clusters Score -312243.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -312364.281250 Penalty: 2613.249756
	Iteration 2F: 3 clusters Score -312364.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -312445.593750 Penalty: 2613.249756
	Iteration 3Q: 3 clusters Score -312445.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -312508.937500 Penalty: 2613.249756
	Iteration 4Q: 3 clusters Score -312508.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -312558.562500 Penalty: 2613.249756
	Iteration 5Q: 3 clusters Score -312558.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -312595.843750 Penalty: 2613.249756
	Iteration 6Q: 3 clusters Score -312595.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -312654.562500 Penalty: 2613.249756
	Iteration 7Q: 3 clusters Score -312654.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -312722.000000 Penalty: 2613.249756
	Iteration 8Q: 3 clusters Score -312722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -312810.343750 Penalty: 2613.249756
	Iteration 9Q: 3 clusters Score -312810.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -312918.250000 Penalty: 2613.249756
	Iteration 10Q: 3 clusters Score -312918.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -313037.750000 Penalty: 2613.249756
	Iteration 11Q: 3 clusters Score -313037.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -313121.781250 Penalty: 2613.249756
	Iteration 12Q: 3 clusters Score -313121.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -313186.750000 Penalty: 2613.249756
	Iteration 13Q: 3 clusters Score -313186.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -313241.312500 Penalty: 2613.249756
	Iteration 14Q: 3 clusters Score -313241.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -313275.468750 Penalty: 2613.249756
	Iteration 15Q: 3 clusters Score -313275.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -313306.281250 Penalty: 2613.249756
	Iteration 16Q: 3 clusters Score -313306.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -313330.250000 Penalty: 2613.249756
	Iteration 17Q: 3 clusters Score -313330.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -313348.031250 Penalty: 2613.249756
	Iteration 18Q: 3 clusters Score -313348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -313361.187500 Penalty: 2613.249756
	Iteration 19Q: 3 clusters Score -313361.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -313375.062500 Penalty: 2613.249756
	Iteration 20F: 3 clusters Score -313375.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -313389.812500 Penalty: 2613.249756
	Iteration 21Q: 3 clusters Score -313389.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -313411.187500 Penalty: 2613.249756
	Iteration 22Q: 3 clusters Score -313411.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -313431.500000 Penalty: 2613.249756
	Iteration 23Q: 3 clusters Score -313431.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -313442.187500 Penalty: 2613.249756
	Iteration 24Q: 3 clusters Score -313442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -313456.468750 Penalty: 2613.249756
	Iteration 25Q: 3 clusters Score -313456.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -313471.156250 Penalty: 2613.249756
	Iteration 26Q: 3 clusters Score -313471.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -313483.125000 Penalty: 2613.249756
	Iteration 27Q: 3 clusters Score -313483.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -313494.093750 Penalty: 2613.249756
	Iteration 28Q: 3 clusters Score -313494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -313501.906250 Penalty: 2613.249756
	Iteration 29Q: 3 clusters Score -313501.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -313511.125000 Penalty: 2613.249756
	Iteration 30Q: 3 clusters Score -313511.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -313518.468750 Penalty: 2613.249756
	Iteration 31Q: 3 clusters Score -313518.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -313524.687500 Penalty: 2613.249756
	Iteration 32Q: 3 clusters Score -313524.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -313532.062500 Penalty: 2613.249756
	Iteration 33Q: 3 clusters Score -313532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -313538.750000 Penalty: 2613.249756
	Iteration 34Q: 3 clusters Score -313538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -313544.875000 Penalty: 2613.249756
	Iteration 35Q: 3 clusters Score -313544.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -313552.218750 Penalty: 2613.249756
	Iteration 36Q: 3 clusters Score -313552.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -313561.406250 Penalty: 2613.249756
	Iteration 37Q: 3 clusters Score -313561.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -313570.687500 Penalty: 2613.249756
	Iteration 38Q: 3 clusters Score -313570.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -313581.281250 Penalty: 2613.249756
	Iteration 39Q: 3 clusters Score -313581.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -313590.625000 Penalty: 2613.249756
	Iteration 40F: 3 clusters Score -313590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -313595.687500 Penalty: 2613.249756
	Iteration 41Q: 3 clusters Score -313595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -313605.593750 Penalty: 2613.249756
	Iteration 42Q: 3 clusters Score -313605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -313614.250000 Penalty: 2613.249756
	Iteration 43Q: 3 clusters Score -313614.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -313627.156250 Penalty: 2613.249756
	Iteration 44Q: 3 clusters Score -313627.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -313638.093750 Penalty: 2613.249756
	Iteration 45Q: 3 clusters Score -313638.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -313648.718750 Penalty: 2613.249756
	Iteration 46Q: 3 clusters Score -313648.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -313656.468750 Penalty: 2613.249756
	Iteration 47Q: 3 clusters Score -313656.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -313659.468750 Penalty: 2613.249756
	Iteration 48Q: 3 clusters Score -313659.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -313663.375000 Penalty: 2613.249756
	Iteration 49Q: 3 clusters Score -313663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -313665.781250 Penalty: 2613.249756
	Iteration 50Q: 3 clusters Score -313665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -313667.937500 Penalty: 2613.249756
	Iteration 51Q: 3 clusters Score -313667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -313669.031250 Penalty: 2613.249756
	Iteration 52Q: 3 clusters Score -313669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -313672.312500 Penalty: 2613.249756
	Iteration 53Q: 3 clusters Score -313672.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -313675.218750 Penalty: 2613.249756
	Iteration 54Q: 3 clusters Score -313675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -313677.687500 Penalty: 2613.249756
	Iteration 55Q: 3 clusters Score -313677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -313679.906250 Penalty: 2613.249756
	Iteration 56Q: 3 clusters Score -313679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -313681.875000 Penalty: 2613.249756
	Iteration 57Q: 3 clusters Score -313681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -313683.968750 Penalty: 2613.249756
	Iteration 58Q: 3 clusters Score -313684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313686.843750 Penalty: 2613.249756
	Iteration 59Q: 3 clusters Score -313686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -313689.562500 Penalty: 2613.249756
	Iteration 60F: 3 clusters Score -313689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -313691.218750 Penalty: 2613.249756
	Iteration 61Q: 3 clusters Score -313691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -313692.906250 Penalty: 2613.249756
	Iteration 62Q: 3 clusters Score -313692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -313694.593750 Penalty: 2613.249756
	Iteration 63Q: 3 clusters Score -313694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -313696.531250 Penalty: 2613.249756
	Iteration 64Q: 3 clusters Score -313696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -313697.593750 Penalty: 2613.249756
	Iteration 65Q: 3 clusters Score -313697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -313697.968750 Penalty: 2613.249756
	Iteration 66Q: 3 clusters Score -313698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -313697.968750 Penalty: 2613.249756
	Iteration 67Q: 3 clusters Score -313698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -313698.968750 Penalty: 2613.249756
	Iteration 68Q: 3 clusters Score -313699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -313699.250000 Penalty: 2613.249756
	Iteration 69Q: 3 clusters Score -313699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -313699.125000 Penalty: 2613.249756
	Iteration 70Q: 3 clusters Score -313699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -313698.843750 Penalty: 2613.249756
	Iteration 71Q: 3 clusters Score -313698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -313700.281250 Penalty: 2613.249756
	Iteration 72Q: 3 clusters Score -313700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -313700.281250 Penalty: 2613.249756
	Iteration 73F: 3 clusters Score -313700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Entering Unmasked Estep 
Score: -2578213.250000 Penalty: 1634.454346
	Iteration 0F: 2 clusters Score -2578213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2562379.000000 Penalty: 3268.908691
	Iteration 0F: 3 clusters Score -2562379 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2568083.500000 Penalty: 3268.908691
	Iteration 1F: 3 clusters Score -2568084 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2568406.000000 Penalty: 3268.908691
	Iteration 2Q: 3 clusters Score -2568406 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2568766.750000 Penalty: 3268.908691
	Iteration 3Q: 3 clusters Score -2568767 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2569163.250000 Penalty: 3268.908691
	Iteration 4Q: 3 clusters Score -2569163 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2569651.500000 Penalty: 3268.908691
	Iteration 5Q: 3 clusters Score -2569652 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2570249.500000 Penalty: 3268.908691
	Iteration 6F: 3 clusters Score -2570250 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2571071.500000 Penalty: 3268.908691
	Iteration 7F: 3 clusters Score -2571072 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2572141.250000 Penalty: 3268.908691
	Iteration 8F: 3 clusters Score -2572141 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2573345.250000 Penalty: 3268.908691
	Iteration 9F: 3 clusters Score -2573345 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2574389.000000 Penalty: 3268.908691
	Iteration 10F: 3 clusters Score -2574389 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2575085.500000 Penalty: 3268.908691
	Iteration 11Q: 3 clusters Score -2575086 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2575428.250000 Penalty: 3268.908691
	Iteration 12Q: 3 clusters Score -2575428 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2575598.500000 Penalty: 3268.908691
	Iteration 13Q: 3 clusters Score -2575598 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2575728.750000 Penalty: 3268.908691
	Iteration 14Q: 3 clusters Score -2575729 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2575850.250000 Penalty: 3268.908691
	Iteration 15Q: 3 clusters Score -2575850 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2575962.000000 Penalty: 3268.908691
	Iteration 16Q: 3 clusters Score -2575962 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2576057.250000 Penalty: 3268.908691
	Iteration 17Q: 3 clusters Score -2576057 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2576134.500000 Penalty: 3268.908691
	Iteration 18Q: 3 clusters Score -2576134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2576215.750000 Penalty: 3268.908691
	Iteration 19Q: 3 clusters Score -2576216 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2576301.250000 Penalty: 3268.908691
	Iteration 20F: 3 clusters Score -2576301 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2576379.750000 Penalty: 3268.908691
	Iteration 21Q: 3 clusters Score -2576380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2576437.750000 Penalty: 3268.908691
	Iteration 22Q: 3 clusters Score -2576438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2576486.250000 Penalty: 3268.908691
	Iteration 23Q: 3 clusters Score -2576486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2576538.750000 Penalty: 3268.908691
	Iteration 24Q: 3 clusters Score -2576539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2576580.500000 Penalty: 3268.908691
	Iteration 25Q: 3 clusters Score -2576580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2576624.000000 Penalty: 3268.908691
	Iteration 26Q: 3 clusters Score -2576624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2576655.750000 Penalty: 3268.908691
	Iteration 27Q: 3 clusters Score -2576656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2576684.000000 Penalty: 3268.908691
	Iteration 28Q: 3 clusters Score -2576684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2576705.250000 Penalty: 3268.908691
	Iteration 29Q: 3 clusters Score -2576705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2576729.750000 Penalty: 3268.908691
	Iteration 30Q: 3 clusters Score -2576730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2576750.000000 Penalty: 3268.908691
	Iteration 31Q: 3 clusters Score -2576750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2576771.500000 Penalty: 3268.908691
	Iteration 32Q: 3 clusters Score -2576772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2576779.750000 Penalty: 3268.908691
	Iteration 33Q: 3 clusters Score -2576780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2576789.750000 Penalty: 3268.908691
	Iteration 34Q: 3 clusters Score -2576790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2576798.750000 Penalty: 3268.908691
	Iteration 35Q: 3 clusters Score -2576799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2576808.500000 Penalty: 3268.908691
	Iteration 36Q: 3 clusters Score -2576808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2576816.750000 Penalty: 3268.908691
	Iteration 37Q: 3 clusters Score -2576817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2576826.750000 Penalty: 3268.908691
	Iteration 38Q: 3 clusters Score -2576827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2576831.250000 Penalty: 3268.908691
	Iteration 39Q: 3 clusters Score -2576831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2576844.750000 Penalty: 3268.908691
	Iteration 40F: 3 clusters Score -2576845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2576852.000000 Penalty: 3268.908691
	Iteration 41Q: 3 clusters Score -2576852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2576854.250000 Penalty: 3268.908691
	Iteration 42Q: 3 clusters Score -2576854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2576858.500000 Penalty: 3268.908691
	Iteration 43Q: 3 clusters Score -2576858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2576859.750000 Penalty: 3268.908691
	Iteration 44Q: 3 clusters Score -2576860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2576863.500000 Penalty: 3268.908691
	Iteration 45Q: 3 clusters Score -2576864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2576871.000000 Penalty: 3268.908691
	Iteration 46Q: 3 clusters Score -2576871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2576872.750000 Penalty: 3268.908691
	Iteration 47Q: 3 clusters Score -2576873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2576871.500000 Penalty: 3268.908691
	Iteration 48Q: 3 clusters Score -2576872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2576872.500000 Penalty: 3268.908691
	Iteration 49Q: 3 clusters Score -2576872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2576882.000000 Penalty: 3268.908691
	Iteration 50Q: 3 clusters Score -2576882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2576891.250000 Penalty: 3268.908691
	Iteration 51Q: 3 clusters Score -2576891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2576890.000000 Penalty: 3268.908691
	Iteration 52Q: 3 clusters Score -2576890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2576893.250000 Penalty: 3268.908691
	Iteration 53Q: 3 clusters Score -2576893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2576899.500000 Penalty: 3268.908691
	Iteration 54Q: 3 clusters Score -2576900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2576903.500000 Penalty: 3268.908691
	Iteration 55Q: 3 clusters Score -2576904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2576913.750000 Penalty: 3268.908691
	Iteration 56Q: 3 clusters Score -2576914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2576917.500000 Penalty: 3268.908691
	Iteration 57Q: 3 clusters Score -2576918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2576922.000000 Penalty: 3268.908691
	Iteration 58Q: 3 clusters Score -2576922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2576919.000000 Penalty: 3268.908691
	Iteration 59Q: 3 clusters Score -2576919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2576923.250000 Penalty: 3268.908691
	Iteration 60F: 3 clusters Score -2576923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2576927.000000 Penalty: 3268.908691
	Iteration 61Q: 3 clusters Score -2576927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2576932.500000 Penalty: 3268.908691
	Iteration 62Q: 3 clusters Score -2576932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2576933.250000 Penalty: 3268.908691
	Iteration 63Q: 3 clusters Score -2576933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2576933.250000 Penalty: 3268.908691
	Iteration 64F: 3 clusters Score -2576933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -137675.312500 Penalty: 1159.807739
	Iteration 0F: 2 clusters Score -137675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -136034.843750 Penalty: 2319.615479
	Iteration 0F: 3 clusters Score -136034.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136338.468750 Penalty: 2319.615479
	Iteration 1F: 3 clusters Score -136338.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136421.703125 Penalty: 2319.615479
	Iteration 2F: 3 clusters Score -136421.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136473.718750 Penalty: 2319.615479
	Iteration 3Q: 3 clusters Score -136473.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136502.953125 Penalty: 2319.615479
	Iteration 4Q: 3 clusters Score -136503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136523.406250 Penalty: 2319.615479
	Iteration 5Q: 3 clusters Score -136523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136533.156250 Penalty: 2319.615479
	Iteration 6Q: 3 clusters Score -136533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -136541.312500 Penalty: 2319.615479
	Iteration 7Q: 3 clusters Score -136541.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136550.609375 Penalty: 2319.615479
	Iteration 8Q: 3 clusters Score -136550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136557.171875 Penalty: 2319.615479
	Iteration 9Q: 3 clusters Score -136557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136564.703125 Penalty: 2319.615479
	Iteration 10Q: 3 clusters Score -136564.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -136570.578125 Penalty: 2319.615479
	Iteration 11Q: 3 clusters Score -136570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -136573.078125 Penalty: 2319.615479
	Iteration 12Q: 3 clusters Score -136573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -136574.625000 Penalty: 2319.615479
	Iteration 13Q: 3 clusters Score -136574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -136577.062500 Penalty: 2319.615479
	Iteration 14Q: 3 clusters Score -136577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136578.359375 Penalty: 2319.615479
	Iteration 15Q: 3 clusters Score -136578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136578.578125 Penalty: 2319.615479
	Iteration 16Q: 3 clusters Score -136578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136578.578125 Penalty: 2319.615479
	Iteration 17F: 3 clusters Score -136578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Entering Unmasked Estep 
Score: -4659917.500000 Penalty: 1731.456421
	Iteration 0F: 2 clusters Score -4659918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4631586.000000 Penalty: 3462.912842
	Iteration 0F: 3 clusters Score -4631586 nChanged 19706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4642558.000000 Penalty: 3462.912842
	Iteration 1F: 3 clusters Score -4642558 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4642911.500000 Penalty: 3462.912842
	Iteration 2Q: 3 clusters Score -4642912 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4643243.500000 Penalty: 3462.912842
	Iteration 3Q: 3 clusters Score -4643244 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4643621.000000 Penalty: 3462.912842
	Iteration 4Q: 3 clusters Score -4643621 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4644047.500000 Penalty: 3462.912842
	Iteration 5Q: 3 clusters Score -4644048 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4644616.500000 Penalty: 3462.912842
	Iteration 6Q: 3 clusters Score -4644616 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4645547.500000 Penalty: 3462.912842
	Iteration 7Q: 3 clusters Score -4645548 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4647102.500000 Penalty: 3462.912842
	Iteration 8F: 3 clusters Score -4647102 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4649360.000000 Penalty: 3462.912842
	Iteration 9F: 3 clusters Score -4649360 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4652352.000000 Penalty: 3462.912842
	Iteration 10F: 3 clusters Score -4652352 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4655245.000000 Penalty: 3462.912842
	Iteration 11F: 3 clusters Score -4655245 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4657089.000000 Penalty: 3462.912842
	Iteration 12Q: 3 clusters Score -4657089 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4657904.000000 Penalty: 3462.912842
	Iteration 13Q: 3 clusters Score -4657904 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4658174.500000 Penalty: 3462.912842
	Iteration 14Q: 3 clusters Score -4658174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4658278.000000 Penalty: 3462.912842
	Iteration 15Q: 3 clusters Score -4658278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4658314.500000 Penalty: 3462.912842
	Iteration 16Q: 3 clusters Score -4658314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4658330.000000 Penalty: 3462.912842
	Iteration 17Q: 3 clusters Score -4658330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4658355.500000 Penalty: 3462.912842
	Iteration 18Q: 3 clusters Score -4658356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4658362.500000 Penalty: 3462.912842
	Iteration 19Q: 3 clusters Score -4658362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4658364.500000 Penalty: 3462.912842
	Iteration 20F: 3 clusters Score -4658364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4658368.500000 Penalty: 3462.912842
	Iteration 21Q: 3 clusters Score -4658368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4658368.500000 Penalty: 3462.912842
	Iteration 22F: 3 clusters Score -4658368 nChanged 0
--- Evaluating fit on full set of 2785050 points ---
Entering Unmasked Estep 
Score: -296245344.000000 Penalty: 48229.273438
21->21 Clusters: Score -296245344.000000, best is -296268480.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 928350 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 44190 members 
Mstep: Class 3 contains 44154 members 
Mstep: Class 4 contains 44376 members 
Mstep: Class 5 contains 44089 members 
Mstep: Class 6 contains 44061 members 
Mstep: Class 7 contains 44158 members 
Mstep: Class 8 contains 44391 members 
Mstep: Class 9 contains 43958 members 
Mstep: Class 10 contains 44583 members 
Mstep: Class 11 contains 44529 members 
Mstep: Class 12 contains 43951 members 
Mstep: Class 13 contains 43922 members 
Mstep: Class 14 contains 44255 members 
Mstep: Class 15 contains 44513 members 
Mstep: Class 16 contains 44110 members 
Mstep: Class 17 contains 44050 members 
Mstep: Class 18 contains 44136 members 
Mstep: Class 19 contains 44416 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 21 contains 44087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 545.626404 but Gain 2232.937500
Score: -95285200.000000 Penalty: 44658.785156
Iteration 0F: 21 clusters Score -9.52852e+07 nChanged 879532
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 36486 members 
Mstep: Class 3 contains 67085 members 
Mstep: Class 4 contains 34326 members 
Mstep: Class 5 contains 32494 members 
Mstep: Class 6 contains 32780 members 
Mstep: Class 7 contains 37486 members 
Mstep: Class 8 contains 31581 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 30745 members 
Mstep: Class 11 contains 111774 members 
Mstep: Class 12 contains 25592 members 
Mstep: Class 13 contains 56530 members 
Mstep: Class 14 contains 119657 members 
Mstep: Class 15 contains 41327 members 
Mstep: Class 17 contains 34268 members 
Mstep: Class 18 contains 53265 members 
Mstep: Class 19 contains 54293 members 
Mstep: Class 20 contains 38207 members 
Mstep: Class 21 contains 38472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97314264.000000 Penalty: 44658.785156
Iteration 1F: 21 clusters Score -9.731426e+07 nChanged 315360
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 40039 members 
Mstep: Class 3 contains 60638 members 
Mstep: Class 4 contains 33333 members 
Mstep: Class 5 contains 36801 members 
Mstep: Class 6 contains 26410 members 
Mstep: Class 7 contains 35909 members 
Mstep: Class 8 contains 33838 members 
Mstep: Class 9 contains 30667 members 
Mstep: Class 10 contains 23261 members 
Mstep: Class 11 contains 105002 members 
Mstep: Class 12 contains 24858 members 
Mstep: Class 13 contains 44542 members 
Mstep: Class 14 contains 144799 members 
Mstep: Class 15 contains 37306 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 65268 members 
Mstep: Class 19 contains 74313 members 
Mstep: Class 20 contains 31171 members 
Mstep: Class 21 contains 34248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97824944.000000 Penalty: 44658.785156
Iteration 2F: 21 clusters Score -9.782494e+07 nChanged 245145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 35823 members 
Mstep: Class 3 contains 63058 members 
Mstep: Class 4 contains 28355 members 
Mstep: Class 5 contains 38659 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 31671 members 
Mstep: Class 8 contains 33346 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 17518 members 
Mstep: Class 11 contains 96519 members 
Mstep: Class 12 contains 21267 members 
Mstep: Class 13 contains 39215 members 
Mstep: Class 14 contains 193223 members 
Mstep: Class 15 contains 30304 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 69797 members 
Mstep: Class 19 contains 90215 members 
Mstep: Class 20 contains 21027 members 
Mstep: Class 21 contains 36187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117352.000000 Penalty: 44658.785156
Iteration 3F: 21 clusters Score -9.811735e+07 nChanged 194467
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 27543 members 
Mstep: Class 3 contains 69795 members 
Mstep: Class 4 contains 22640 members 
Mstep: Class 5 contains 39569 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 26103 members 
Mstep: Class 8 contains 32278 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 13225 members 
Mstep: Class 11 contains 85903 members 
Mstep: Class 12 contains 15825 members 
Mstep: Class 13 contains 36204 members 
Mstep: Class 14 contains 247341 members 
Mstep: Class 15 contains 22707 members 
Mstep: Class 17 contains 22916 members 
Mstep: Class 18 contains 69317 members 
Mstep: Class 19 contains 104575 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 38959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283376.000000 Penalty: 44658.785156
Iteration 4F: 21 clusters Score -9.828338e+07 nChanged 153094
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 19093 members 
Mstep: Class 3 contains 77496 members 
Mstep: Class 4 contains 18375 members 
Mstep: Class 5 contains 42849 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 30041 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 76065 members 
Mstep: Class 12 contains 10352 members 
Mstep: Class 13 contains 33889 members 
Mstep: Class 14 contains 282877 members 
Mstep: Class 15 contains 17174 members 
Mstep: Class 17 contains 21337 members 
Mstep: Class 18 contains 69309 members 
Mstep: Class 19 contains 119658 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 42468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98404584.000000 Penalty: 44658.785156
Iteration 5F: 21 clusters Score -9.840458e+07 nChanged 120768
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12178 members 
Mstep: Class 3 contains 85127 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 47348 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 26019 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 11 contains 66748 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 31188 members 
Mstep: Class 14 contains 305253 members 
Mstep: Class 15 contains 13765 members 
Mstep: Class 17 contains 19342 members 
Mstep: Class 18 contains 70589 members 
Mstep: Class 19 contains 134648 members 
Mstep: Class 20 contains 5171 members 
Mstep: Class 21 contains 45184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98501768.000000 Penalty: 44658.785156
Iteration 6F: 21 clusters Score -9.850177e+07 nChanged 103822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 91942 members 
Mstep: Class 4 contains 13103 members 
Mstep: Class 5 contains 51473 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 12287 members 
Mstep: Class 8 contains 20885 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 57218 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 27762 members 
Mstep: Class 14 contains 322710 members 
Mstep: Class 15 contains 12240 members 
Mstep: Class 17 contains 16447 members 
Mstep: Class 18 contains 72186 members 
Mstep: Class 19 contains 147475 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 46453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1828.516602 but Gain 2232.941406
Score: -98563136.000000 Penalty: 42425.843750
Iteration 7F: 20 clusters Score -9.856314e+07 nChanged 86806
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 98041 members 
Mstep: Class 4 contains 11417 members 
Mstep: Class 5 contains 55583 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 9875 members 
Mstep: Class 8 contains 15463 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 48946 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 25404 members 
Mstep: Class 14 contains 331492 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 17 contains 13783 members 
Mstep: Class 18 contains 74510 members 
Mstep: Class 19 contains 158547 members 
Mstep: Class 21 contains 47052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2022.850220 but Gain 2232.937500
Score: -98598296.000000 Penalty: 40192.906250
Iteration 8F: 19 clusters Score -9.85983e+07 nChanged 68625
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 103625 members 
Mstep: Class 4 contains 10676 members 
Mstep: Class 5 contains 60982 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 10 contains 3942 members 
Mstep: Class 11 contains 41781 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 24390 members 
Mstep: Class 14 contains 330540 members 
Mstep: Class 15 contains 13815 members 
Mstep: Class 17 contains 11766 members 
Mstep: Class 18 contains 78257 members 
Mstep: Class 19 contains 165163 members 
Mstep: Class 21 contains 47986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98630704.000000 Penalty: 40192.906250
Iteration 9F: 19 clusters Score -9.86307e+07 nChanged 52521
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 108659 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 66216 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 35427 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 323117 members 
Mstep: Class 15 contains 16045 members 
Mstep: Class 17 contains 10197 members 
Mstep: Class 18 contains 82579 members 
Mstep: Class 19 contains 168601 members 
Mstep: Class 21 contains 49336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1966.304443 but Gain 2232.941406
Score: -98659992.000000 Penalty: 37959.964844
Iteration 10F: 18 clusters Score -9.865999e+07 nChanged 45227
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 3 contains 112997 members 
Mstep: Class 4 contains 11004 members 
Mstep: Class 5 contains 71895 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 5757 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 29563 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 24124 members 
Mstep: Class 14 contains 315164 members 
Mstep: Class 15 contains 18420 members 
Mstep: Class 17 contains 9051 members 
Mstep: Class 18 contains 87366 members 
Mstep: Class 19 contains 170206 members 
Mstep: Class 21 contains 50722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98686224.000000 Penalty: 37959.964844
Iteration 11Q: 18 clusters Score -9.868622e+07 nChanged 38260
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 3 contains 117063 members 
Mstep: Class 4 contains 11514 members 
Mstep: Class 5 contains 77255 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 24226 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 24517 members 
Mstep: Class 14 contains 304563 members 
Mstep: Class 15 contains 20652 members 
Mstep: Class 17 contains 8227 members 
Mstep: Class 18 contains 91872 members 
Mstep: Class 19 contains 169953 members 
Mstep: Class 21 contains 52243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98704416.000000 Penalty: 37959.964844
Iteration 12Q: 18 clusters Score -9.870442e+07 nChanged 35791
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 3 contains 121283 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 82667 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 1805 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 19356 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 293564 members 
Mstep: Class 15 contains 22561 members 
Mstep: Class 17 contains 7783 members 
Mstep: Class 18 contains 96035 members 
Mstep: Class 19 contains 168179 members 
Mstep: Class 21 contains 53772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98718472.000000 Penalty: 37959.964844
Iteration 13Q: 18 clusters Score -9.871847e+07 nChanged 34437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 3 contains 125437 members 
Mstep: Class 4 contains 13327 members 
Mstep: Class 5 contains 87734 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 15025 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 25568 members 
Mstep: Class 14 contains 283648 members 
Mstep: Class 15 contains 24145 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 99379 members 
Mstep: Class 19 contains 165316 members 
Mstep: Class 21 contains 55026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98724168.000000 Penalty: 37959.964844
Iteration 14Q: 18 clusters Score -9.872417e+07 nChanged 33940
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 3 contains 130312 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 92860 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 26110 members 
Mstep: Class 14 contains 271982 members 
Mstep: Class 15 contains 25628 members 
Mstep: Class 17 contains 7756 members 
Mstep: Class 18 contains 102145 members 
Mstep: Class 19 contains 162530 members 
Mstep: Class 21 contains 56144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98721992.000000 Penalty: 37959.964844
Iteration 15Q: 18 clusters Score -9.872199e+07 nChanged 35405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 3 contains 136553 members 
Mstep: Class 4 contains 16961 members 
Mstep: Class 5 contains 98102 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 8383 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 26689 members 
Mstep: Class 14 contains 256142 members 
Mstep: Class 15 contains 27176 members 
Mstep: Class 17 contains 8163 members 
Mstep: Class 18 contains 104816 members 
Mstep: Class 19 contains 160449 members 
Mstep: Class 21 contains 57415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98732656.000000 Penalty: 37959.964844
Iteration 16Q: 18 clusters Score -9.873266e+07 nChanged 31208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 3 contains 143592 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 102833 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 1320 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 27073 members 
Mstep: Class 14 contains 238908 members 
Mstep: Class 15 contains 28444 members 
Mstep: Class 17 contains 8806 members 
Mstep: Class 18 contains 107283 members 
Mstep: Class 19 contains 159114 members 
Mstep: Class 21 contains 58222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98745136.000000 Penalty: 37959.964844
Iteration 17Q: 18 clusters Score -9.874514e+07 nChanged 29150
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 3 contains 150959 members 
Mstep: Class 4 contains 21579 members 
Mstep: Class 5 contains 106938 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 27401 members 
Mstep: Class 14 contains 222161 members 
Mstep: Class 15 contains 29481 members 
Mstep: Class 17 contains 9480 members 
Mstep: Class 18 contains 109228 members 
Mstep: Class 19 contains 158147 members 
Mstep: Class 21 contains 58432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2034.690308 but Gain 2232.937500
Score: -98756248.000000 Penalty: 35727.027344
Iteration 18Q: 17 clusters Score -9.875625e+07 nChanged 28931
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 3 contains 159649 members 
Mstep: Class 4 contains 23755 members 
Mstep: Class 5 contains 110364 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 206861 members 
Mstep: Class 15 contains 30275 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 110795 members 
Mstep: Class 19 contains 157385 members 
Mstep: Class 21 contains 58130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98768632.000000 Penalty: 35727.027344
Iteration 19Q: 17 clusters Score -9.876863e+07 nChanged 25701
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 3 contains 167218 members 
Mstep: Class 4 contains 25837 members 
Mstep: Class 5 contains 113128 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 12 contains 4957 members 
Mstep: Class 13 contains 27842 members 
Mstep: Class 14 contains 193195 members 
Mstep: Class 15 contains 30838 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 111470 members 
Mstep: Class 19 contains 156546 members 
Mstep: Class 21 contains 57130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98778424.000000 Penalty: 35727.027344
Iteration 20F: 17 clusters Score -9.877842e+07 nChanged 24700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 3 contains 174344 members 
Mstep: Class 4 contains 28159 members 
Mstep: Class 5 contains 115460 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 11 contains 3505 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 28000 members 
Mstep: Class 14 contains 180848 members 
Mstep: Class 15 contains 31247 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 111667 members 
Mstep: Class 19 contains 155263 members 
Mstep: Class 21 contains 55768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98787344.000000 Penalty: 35727.027344
Iteration 21Q: 17 clusters Score -9.878734e+07 nChanged 23195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 3 contains 180818 members 
Mstep: Class 4 contains 30371 members 
Mstep: Class 5 contains 117339 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 170279 members 
Mstep: Class 15 contains 31521 members 
Mstep: Class 17 contains 13565 members 
Mstep: Class 18 contains 111512 members 
Mstep: Class 19 contains 153795 members 
Mstep: Class 21 contains 54237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98795000.000000 Penalty: 35727.027344
Iteration 22Q: 17 clusters Score -9.8795e+07 nChanged 21669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 3 contains 186714 members 
Mstep: Class 4 contains 32497 members 
Mstep: Class 5 contains 118890 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 5551 members 
Mstep: Class 13 contains 28223 members 
Mstep: Class 14 contains 161227 members 
Mstep: Class 15 contains 31699 members 
Mstep: Class 17 contains 15107 members 
Mstep: Class 18 contains 111054 members 
Mstep: Class 19 contains 152101 members 
Mstep: Class 21 contains 52730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98802240.000000 Penalty: 35727.027344
Iteration 23Q: 17 clusters Score -9.880224e+07 nChanged 20348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 3 contains 191636 members 
Mstep: Class 4 contains 34618 members 
Mstep: Class 5 contains 120134 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 28171 members 
Mstep: Class 14 contains 153973 members 
Mstep: Class 15 contains 31772 members 
Mstep: Class 17 contains 16894 members 
Mstep: Class 18 contains 110233 members 
Mstep: Class 19 contains 150136 members 
Mstep: Class 21 contains 51303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98807952.000000 Penalty: 35727.027344
Iteration 24Q: 17 clusters Score -9.880795e+07 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 3 contains 195740 members 
Mstep: Class 4 contains 36626 members 
Mstep: Class 5 contains 121049 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 28009 members 
Mstep: Class 14 contains 148654 members 
Mstep: Class 15 contains 31864 members 
Mstep: Class 17 contains 18807 members 
Mstep: Class 18 contains 109139 members 
Mstep: Class 19 contains 147799 members 
Mstep: Class 21 contains 49869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98813592.000000 Penalty: 35727.027344
Iteration 25Q: 17 clusters Score -9.881359e+07 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 3 contains 199209 members 
Mstep: Class 4 contains 38496 members 
Mstep: Class 5 contains 121721 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 5904 members 
Mstep: Class 13 contains 27816 members 
Mstep: Class 14 contains 144791 members 
Mstep: Class 15 contains 31916 members 
Mstep: Class 17 contains 20800 members 
Mstep: Class 18 contains 107868 members 
Mstep: Class 19 contains 145156 members 
Mstep: Class 21 contains 48579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98819248.000000 Penalty: 35727.027344
Iteration 26Q: 17 clusters Score -9.881925e+07 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 3 contains 201822 members 
Mstep: Class 4 contains 40308 members 
Mstep: Class 5 contains 122289 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 27607 members 
Mstep: Class 14 contains 142206 members 
Mstep: Class 15 contains 31952 members 
Mstep: Class 17 contains 22583 members 
Mstep: Class 18 contains 106596 members 
Mstep: Class 19 contains 142482 members 
Mstep: Class 21 contains 47392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98823840.000000 Penalty: 35727.027344
Iteration 27Q: 17 clusters Score -9.882384e+07 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 3 contains 203611 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 122865 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 2960 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 11 contains 3042 members 
Mstep: Class 12 contains 6081 members 
Mstep: Class 13 contains 27401 members 
Mstep: Class 14 contains 140471 members 
Mstep: Class 15 contains 32011 members 
Mstep: Class 17 contains 23993 members 
Mstep: Class 18 contains 105368 members 
Mstep: Class 19 contains 139893 members 
Mstep: Class 21 contains 46423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98827824.000000 Penalty: 35727.027344
Iteration 28Q: 17 clusters Score -9.882782e+07 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 3 contains 204590 members 
Mstep: Class 4 contains 43934 members 
Mstep: Class 5 contains 123373 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 27267 members 
Mstep: Class 14 contains 139774 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 17 contains 25132 members 
Mstep: Class 18 contains 104205 members 
Mstep: Class 19 contains 137443 members 
Mstep: Class 21 contains 45506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98831088.000000 Penalty: 35727.027344
Iteration 29Q: 17 clusters Score -9.883109e+07 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 3 contains 204897 members 
Mstep: Class 4 contains 45551 members 
Mstep: Class 5 contains 123786 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 11 contains 2990 members 
Mstep: Class 12 contains 6219 members 
Mstep: Class 13 contains 27139 members 
Mstep: Class 14 contains 139766 members 
Mstep: Class 15 contains 32018 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 103014 members 
Mstep: Class 19 contains 135314 members 
Mstep: Class 21 contains 44688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98834248.000000 Penalty: 35727.027344
Iteration 30Q: 17 clusters Score -9.883425e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 3 contains 204517 members 
Mstep: Class 4 contains 47084 members 
Mstep: Class 5 contains 124152 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 6310 members 
Mstep: Class 13 contains 26981 members 
Mstep: Class 14 contains 140210 members 
Mstep: Class 15 contains 31983 members 
Mstep: Class 17 contains 26917 members 
Mstep: Class 18 contains 101896 members 
Mstep: Class 19 contains 133568 members 
Mstep: Class 21 contains 43973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98836056.000000 Penalty: 35727.027344
Iteration 31Q: 17 clusters Score -9.883606e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 3 contains 203650 members 
Mstep: Class 4 contains 48472 members 
Mstep: Class 5 contains 124492 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 12 contains 6378 members 
Mstep: Class 13 contains 26870 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 31955 members 
Mstep: Class 17 contains 27612 members 
Mstep: Class 18 contains 100886 members 
Mstep: Class 19 contains 132134 members 
Mstep: Class 21 contains 43350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98837696.000000 Penalty: 35727.027344
Iteration 32Q: 17 clusters Score -9.88377e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 3 contains 202387 members 
Mstep: Class 4 contains 49794 members 
Mstep: Class 5 contains 124792 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 26781 members 
Mstep: Class 14 contains 141994 members 
Mstep: Class 15 contains 31892 members 
Mstep: Class 17 contains 28166 members 
Mstep: Class 18 contains 99957 members 
Mstep: Class 19 contains 131013 members 
Mstep: Class 21 contains 42791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98839224.000000 Penalty: 35727.027344
Iteration 33Q: 17 clusters Score -9.883922e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 3 contains 200972 members 
Mstep: Class 4 contains 51061 members 
Mstep: Class 5 contains 125052 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 6498 members 
Mstep: Class 13 contains 26715 members 
Mstep: Class 14 contains 143114 members 
Mstep: Class 15 contains 31829 members 
Mstep: Class 17 contains 28657 members 
Mstep: Class 18 contains 99030 members 
Mstep: Class 19 contains 130112 members 
Mstep: Class 21 contains 42298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840216.000000 Penalty: 35727.027344
Iteration 34Q: 17 clusters Score -9.884022e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 3 contains 199332 members 
Mstep: Class 4 contains 52233 members 
Mstep: Class 5 contains 125277 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 26667 members 
Mstep: Class 14 contains 144403 members 
Mstep: Class 15 contains 31771 members 
Mstep: Class 17 contains 29088 members 
Mstep: Class 18 contains 98093 members 
Mstep: Class 19 contains 129402 members 
Mstep: Class 21 contains 41837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840424.000000 Penalty: 35727.027344
Iteration 35Q: 17 clusters Score -9.884042e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 3 contains 197501 members 
Mstep: Class 4 contains 53333 members 
Mstep: Class 5 contains 125427 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 26646 members 
Mstep: Class 14 contains 145808 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 97212 members 
Mstep: Class 19 contains 128885 members 
Mstep: Class 21 contains 41417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840776.000000 Penalty: 35727.027344
Iteration 36Q: 17 clusters Score -9.884078e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 3 contains 195596 members 
Mstep: Class 4 contains 54395 members 
Mstep: Class 5 contains 125543 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 26651 members 
Mstep: Class 14 contains 147258 members 
Mstep: Class 15 contains 31729 members 
Mstep: Class 17 contains 29780 members 
Mstep: Class 18 contains 96344 members 
Mstep: Class 19 contains 128492 members 
Mstep: Class 21 contains 41045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98841480.000000 Penalty: 35727.027344
Iteration 37Q: 17 clusters Score -9.884148e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 3 contains 193698 members 
Mstep: Class 4 contains 55474 members 
Mstep: Class 5 contains 125605 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 26654 members 
Mstep: Class 14 contains 148632 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 17 contains 30085 members 
Mstep: Class 18 contains 95553 members 
Mstep: Class 19 contains 128173 members 
Mstep: Class 21 contains 40731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98841776.000000 Penalty: 35727.027344
Iteration 38Q: 17 clusters Score -9.884178e+07 nChanged 5407
Entering ConstructFrom: 
Score: -98841776.000000 Penalty: 35727.027344
Entering ConstructFrom: 
Trying to split cluster 1 (36678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Entering Unmasked Estep 
Score: -3804385.250000 Penalty: 1707.864014
	Iteration 0F: 2 clusters Score -3804385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3779806.500000 Penalty: 3415.728027
	Iteration 0F: 3 clusters Score -3779806 nChanged 17121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3789242.500000 Penalty: 3415.728027
	Iteration 1F: 3 clusters Score -3789242 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3789963.000000 Penalty: 3415.728027
	Iteration 2Q: 3 clusters Score -3789963 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3790955.250000 Penalty: 3415.728027
	Iteration 3Q: 3 clusters Score -3790955 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3792536.500000 Penalty: 3415.728027
	Iteration 4F: 3 clusters Score -3792536 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3794871.000000 Penalty: 3415.728027
	Iteration 5F: 3 clusters Score -3794871 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3797485.000000 Penalty: 3415.728027
	Iteration 6F: 3 clusters Score -3797485 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3799847.500000 Penalty: 3415.728027
	Iteration 7F: 3 clusters Score -3799848 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3801414.000000 Penalty: 3415.728027
	Iteration 8F: 3 clusters Score -3801414 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3802296.000000 Penalty: 3415.728027
	Iteration 9Q: 3 clusters Score -3802296 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3802831.750000 Penalty: 3415.728027
	Iteration 10Q: 3 clusters Score -3802832 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3803241.000000 Penalty: 3415.728027
	Iteration 11Q: 3 clusters Score -3803241 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3803594.000000 Penalty: 3415.728027
	Iteration 12Q: 3 clusters Score -3803594 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3803913.750000 Penalty: 3415.728027
	Iteration 13Q: 3 clusters Score -3803914 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3804259.250000 Penalty: 3415.728027
	Iteration 14Q: 3 clusters Score -3804259 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3804570.750000 Penalty: 3415.728027
	Iteration 15Q: 3 clusters Score -3804571 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3804782.250000 Penalty: 3415.728027
	Iteration 16Q: 3 clusters Score -3804782 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3804952.250000 Penalty: 3415.728027
	Iteration 17Q: 3 clusters Score -3804952 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3805119.500000 Penalty: 3415.728027
	Iteration 18Q: 3 clusters Score -3805120 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3805233.750000 Penalty: 3415.728027
	Iteration 19Q: 3 clusters Score -3805234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3805351.000000 Penalty: 3415.728027
	Iteration 20F: 3 clusters Score -3805351 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3805503.500000 Penalty: 3415.728027
	Iteration 21Q: 3 clusters Score -3805504 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3805691.250000 Penalty: 3415.728027
	Iteration 22Q: 3 clusters Score -3805691 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3805854.000000 Penalty: 3415.728027
	Iteration 23Q: 3 clusters Score -3805854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3805990.000000 Penalty: 3415.728027
	Iteration 24Q: 3 clusters Score -3805990 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3806066.500000 Penalty: 3415.728027
	Iteration 25Q: 3 clusters Score -3806066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3806100.000000 Penalty: 3415.728027
	Iteration 26Q: 3 clusters Score -3806100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3806142.000000 Penalty: 3415.728027
	Iteration 27Q: 3 clusters Score -3806142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3806157.250000 Penalty: 3415.728027
	Iteration 28Q: 3 clusters Score -3806157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3806168.250000 Penalty: 3415.728027
	Iteration 29Q: 3 clusters Score -3806168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3806171.500000 Penalty: 3415.728027
	Iteration 30Q: 3 clusters Score -3806172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3806180.500000 Penalty: 3415.728027
	Iteration 31Q: 3 clusters Score -3806180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3806179.000000 Penalty: 3415.728027
	Iteration 32Q: 3 clusters Score -3806179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3806181.500000 Penalty: 3415.728027
	Iteration 33Q: 3 clusters Score -3806182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3806181.750000 Penalty: 3415.728027
	Iteration 34Q: 3 clusters Score -3806182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3806180.250000 Penalty: 3415.728027
	Iteration 35Q: 3 clusters Score -3806180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3806183.500000 Penalty: 3415.728027
	Iteration 36Q: 3 clusters Score -3806184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3806185.000000 Penalty: 3415.728027
	Iteration 37Q: 3 clusters Score -3806185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3806185.000000 Penalty: 3415.728027
	Iteration 38F: 3 clusters Score -3806185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 191824 members 
Mstep: Class 4 contains 56432 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 31668 members 
Mstep: Class 17 contains 30336 members 
Mstep: Class 18 contains 94785 members 
Mstep: Class 19 contains 127922 members 
Mstep: Class 21 contains 40448 members 
Entering Unmasked Estep 
Score: -98842360.000000 Penalty: 37959.964844
Splitting cluster 1 changes total score from -98841776.000000 to -98842360.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (191824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191824 members 
Entering Unmasked Estep 
Score: -20603634.000000 Penalty: 1976.704224
	Iteration 0F: 2 clusters Score -2.060363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -20485014.000000 Penalty: 3953.408447
	Iteration 0F: 3 clusters Score -2.048501e+07 nChanged 92984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -20539856.000000 Penalty: 3953.408447
	Iteration 1F: 3 clusters Score -2.053986e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -20541030.000000 Penalty: 3953.408447
	Iteration 2Q: 3 clusters Score -2.054103e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -20542774.000000 Penalty: 3953.408447
	Iteration 3Q: 3 clusters Score -2.054277e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -20545832.000000 Penalty: 3953.408447
	Iteration 4Q: 3 clusters Score -2.054583e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -20551052.000000 Penalty: 3953.408447
	Iteration 5F: 3 clusters Score -2.055105e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123629 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -20559742.000000 Penalty: 3953.408447
	Iteration 6F: 3 clusters Score -2.055974e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -20571326.000000 Penalty: 3953.408447
	Iteration 7F: 3 clusters Score -2.057133e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -20583702.000000 Penalty: 3953.408447
	Iteration 8F: 3 clusters Score -2.05837e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154336 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -20593700.000000 Penalty: 3953.408447
	Iteration 9F: 3 clusters Score -2.05937e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -20599246.000000 Penalty: 3953.408447
	Iteration 10Q: 3 clusters Score -2.059925e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -20601658.000000 Penalty: 3953.408447
	Iteration 11Q: 3 clusters Score -2.060166e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -20602822.000000 Penalty: 3953.408447
	Iteration 12Q: 3 clusters Score -2.060282e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -20603286.000000 Penalty: 3953.408447
	Iteration 13Q: 3 clusters Score -2.060329e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -20603492.000000 Penalty: 3953.408447
	Iteration 14Q: 3 clusters Score -2.060349e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181166 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -20603424.000000 Penalty: 3953.408447
	Iteration 15Q: 3 clusters Score -2.060342e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182720 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -20603356.000000 Penalty: 3953.408447
	Iteration 16Q: 3 clusters Score -2.060336e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -20603414.000000 Penalty: 3953.408447
	Iteration 17Q: 3 clusters Score -2.060341e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -20603216.000000 Penalty: 3953.408447
	Iteration 18Q: 3 clusters Score -2.060322e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -20603040.000000 Penalty: 3953.408447
	Iteration 19Q: 3 clusters Score -2.060304e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -20602968.000000 Penalty: 3953.408447
	Iteration 20F: 3 clusters Score -2.060297e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -20602798.000000 Penalty: 3953.408447
	Iteration 21Q: 3 clusters Score -2.06028e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187331 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20602646.000000 Penalty: 3953.408447
	Iteration 22Q: 3 clusters Score -2.060265e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187698 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -20602608.000000 Penalty: 3953.408447
	Iteration 23Q: 3 clusters Score -2.060261e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188005 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20602514.000000 Penalty: 3953.408447
	Iteration 24Q: 3 clusters Score -2.060251e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -20602400.000000 Penalty: 3953.408447
	Iteration 25Q: 3 clusters Score -2.06024e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188546 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20602378.000000 Penalty: 3953.408447
	Iteration 26Q: 3 clusters Score -2.060238e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188763 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20602336.000000 Penalty: 3953.408447
	Iteration 27Q: 3 clusters Score -2.060234e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188967 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -20602336.000000 Penalty: 3953.408447
	Iteration 28Q: 3 clusters Score -2.060234e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189139 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20602276.000000 Penalty: 3953.408447
	Iteration 29Q: 3 clusters Score -2.060228e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189304 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -20602286.000000 Penalty: 3953.408447
	Iteration 30Q: 3 clusters Score -2.060229e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189447 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -20602292.000000 Penalty: 3953.408447
	Iteration 31Q: 3 clusters Score -2.060229e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189576 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -20602328.000000 Penalty: 3953.408447
	Iteration 32Q: 3 clusters Score -2.060233e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189692 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -20602336.000000 Penalty: 3953.408447
	Iteration 33Q: 3 clusters Score -2.060234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189794 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -20602336.000000 Penalty: 3953.408447
	Iteration 34Q: 3 clusters Score -2.060234e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189901 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -20602344.000000 Penalty: 3953.408447
	Iteration 35Q: 3 clusters Score -2.060234e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189989 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20602340.000000 Penalty: 3953.408447
	Iteration 36Q: 3 clusters Score -2.060234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190051 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20602300.000000 Penalty: 3953.408447
	Iteration 37Q: 3 clusters Score -2.06023e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190128 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20602352.000000 Penalty: 3953.408447
	Iteration 38Q: 3 clusters Score -2.060235e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190198 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20602388.000000 Penalty: 3953.408447
	Iteration 39Q: 3 clusters Score -2.060239e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190264 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -20602392.000000 Penalty: 3953.408447
	Iteration 40F: 3 clusters Score -2.060239e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190311 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20602408.000000 Penalty: 3953.408447
	Iteration 41Q: 3 clusters Score -2.060241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20602404.000000 Penalty: 3953.408447
	Iteration 42Q: 3 clusters Score -2.06024e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190401 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -20602392.000000 Penalty: 3953.408447
	Iteration 43Q: 3 clusters Score -2.060239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190438 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20602376.000000 Penalty: 3953.408447
	Iteration 44Q: 3 clusters Score -2.060238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190474 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20602388.000000 Penalty: 3953.408447
	Iteration 45Q: 3 clusters Score -2.060239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190509 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20602378.000000 Penalty: 3953.408447
	Iteration 46Q: 3 clusters Score -2.060238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190545 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20602368.000000 Penalty: 3953.408447
	Iteration 47Q: 3 clusters Score -2.060237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190573 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20602346.000000 Penalty: 3953.408447
	Iteration 48Q: 3 clusters Score -2.060235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190601 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20602352.000000 Penalty: 3953.408447
	Iteration 49Q: 3 clusters Score -2.060235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190629 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20602344.000000 Penalty: 3953.408447
	Iteration 50Q: 3 clusters Score -2.060234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190658 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20602372.000000 Penalty: 3953.408447
	Iteration 51Q: 3 clusters Score -2.060237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20602384.000000 Penalty: 3953.408447
	Iteration 52Q: 3 clusters Score -2.060238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190720 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20602374.000000 Penalty: 3953.408447
	Iteration 53Q: 3 clusters Score -2.060237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20602364.000000 Penalty: 3953.408447
	Iteration 54Q: 3 clusters Score -2.060236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20602344.000000 Penalty: 3953.408447
	Iteration 55Q: 3 clusters Score -2.060234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190795 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20602342.000000 Penalty: 3953.408447
	Iteration 56Q: 3 clusters Score -2.060234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190806 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20602340.000000 Penalty: 3953.408447
	Iteration 57Q: 3 clusters Score -2.060234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190821 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20602336.000000 Penalty: 3953.408447
	Iteration 58Q: 3 clusters Score -2.060234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190828 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20602340.000000 Penalty: 3953.408447
	Iteration 59Q: 3 clusters Score -2.060234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190841 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20602320.000000 Penalty: 3953.408447
	Iteration 60F: 3 clusters Score -2.060232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190853 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 61Q: 3 clusters Score -2.060232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190863 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20602328.000000 Penalty: 3953.408447
	Iteration 62Q: 3 clusters Score -2.060233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190877 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20602326.000000 Penalty: 3953.408447
	Iteration 63Q: 3 clusters Score -2.060233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190889 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20602324.000000 Penalty: 3953.408447
	Iteration 64Q: 3 clusters Score -2.060232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190898 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20602336.000000 Penalty: 3953.408447
	Iteration 65Q: 3 clusters Score -2.060234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190901 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20602332.000000 Penalty: 3953.408447
	Iteration 66Q: 3 clusters Score -2.060233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20602328.000000 Penalty: 3953.408447
	Iteration 67Q: 3 clusters Score -2.060233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20602332.000000 Penalty: 3953.408447
	Iteration 68Q: 3 clusters Score -2.060233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190910 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -20602326.000000 Penalty: 3953.408447
	Iteration 69Q: 3 clusters Score -2.060233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190914 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -20602334.000000 Penalty: 3953.408447
	Iteration 70Q: 3 clusters Score -2.060233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20602332.000000 Penalty: 3953.408447
	Iteration 71Q: 3 clusters Score -2.060233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20602322.000000 Penalty: 3953.408447
	Iteration 72Q: 3 clusters Score -2.060232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20602324.000000 Penalty: 3953.408447
	Iteration 73Q: 3 clusters Score -2.060232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190919 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20602318.000000 Penalty: 3953.408447
	Iteration 74Q: 3 clusters Score -2.060232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20602324.000000 Penalty: 3953.408447
	Iteration 75Q: 3 clusters Score -2.060232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190919 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20602320.000000 Penalty: 3953.408447
	Iteration 76Q: 3 clusters Score -2.060232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 77Q: 3 clusters Score -2.060232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -20602314.000000 Penalty: 3953.408447
	Iteration 78Q: 3 clusters Score -2.060231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 79Q: 3 clusters Score -2.060232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190925 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 80F: 3 clusters Score -2.060232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190930 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20602328.000000 Penalty: 3953.408447
	Iteration 81Q: 3 clusters Score -2.060233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20602328.000000 Penalty: 3953.408447
	Iteration 82Q: 3 clusters Score -2.060233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190940 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -20602330.000000 Penalty: 3953.408447
	Iteration 83Q: 3 clusters Score -2.060233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190946 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20602328.000000 Penalty: 3953.408447
	Iteration 84Q: 3 clusters Score -2.060233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190953 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20602330.000000 Penalty: 3953.408447
	Iteration 85Q: 3 clusters Score -2.060233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190959 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20602324.000000 Penalty: 3953.408447
	Iteration 86Q: 3 clusters Score -2.060232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190972 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -20602352.000000 Penalty: 3953.408447
	Iteration 87Q: 3 clusters Score -2.060235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20602322.000000 Penalty: 3953.408447
	Iteration 88Q: 3 clusters Score -2.060232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190991 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 89Q: 3 clusters Score -2.060232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191001 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20602302.000000 Penalty: 3953.408447
	Iteration 90Q: 3 clusters Score -2.06023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191008 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20602308.000000 Penalty: 3953.408447
	Iteration 91Q: 3 clusters Score -2.060231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191017 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 92Q: 3 clusters Score -2.060232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191027 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -20602316.000000 Penalty: 3953.408447
	Iteration 93Q: 3 clusters Score -2.060232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191032 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20602324.000000 Penalty: 3953.408447
	Iteration 94Q: 3 clusters Score -2.060232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191040 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20602322.000000 Penalty: 3953.408447
	Iteration 95Q: 3 clusters Score -2.060232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191046 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20602312.000000 Penalty: 3953.408447
	Iteration 96Q: 3 clusters Score -2.060231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191048 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -20602322.000000 Penalty: 3953.408447
	Iteration 97Q: 3 clusters Score -2.060232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191050 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20602342.000000 Penalty: 3953.408447
	Iteration 98Q: 3 clusters Score -2.060234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191051 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20602346.000000 Penalty: 3953.408447
	Iteration 99Q: 3 clusters Score -2.060235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191052 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -20602338.000000 Penalty: 3953.408447
	Iteration 100F: 3 clusters Score -2.060234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191051 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20602334.000000 Penalty: 3953.408447
	Iteration 101Q: 3 clusters Score -2.060233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191051 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20602334.000000 Penalty: 3953.408447
	Iteration 102F: 3 clusters Score -2.060233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Entering Unmasked Estep 
Score: -6225225.500000 Penalty: 1777.878662
	Iteration 0F: 2 clusters Score -6225226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -6187446.500000 Penalty: 3555.757324
	Iteration 0F: 3 clusters Score -6187446 nChanged 26654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6202720.500000 Penalty: 3555.757324
	Iteration 1F: 3 clusters Score -6202720 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6203432.500000 Penalty: 3555.757324
	Iteration 2Q: 3 clusters Score -6203432 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6204641.000000 Penalty: 3555.757324
	Iteration 3Q: 3 clusters Score -6204641 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -6206556.000000 Penalty: 3555.757324
	Iteration 4F: 3 clusters Score -6206556 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6209858.000000 Penalty: 3555.757324
	Iteration 5F: 3 clusters Score -6209858 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6214017.000000 Penalty: 3555.757324
	Iteration 6F: 3 clusters Score -6214017 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -6218017.500000 Penalty: 3555.757324
	Iteration 7F: 3 clusters Score -6218018 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6220916.000000 Penalty: 3555.757324
	Iteration 8F: 3 clusters Score -6220916 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6222669.000000 Penalty: 3555.757324
	Iteration 9Q: 3 clusters Score -6222669 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6223352.000000 Penalty: 3555.757324
	Iteration 10Q: 3 clusters Score -6223352 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6223585.000000 Penalty: 3555.757324
	Iteration 11Q: 3 clusters Score -6223585 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6223741.500000 Penalty: 3555.757324
	Iteration 12Q: 3 clusters Score -6223742 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6223847.000000 Penalty: 3555.757324
	Iteration 13Q: 3 clusters Score -6223847 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6223937.000000 Penalty: 3555.757324
	Iteration 14Q: 3 clusters Score -6223937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6223980.500000 Penalty: 3555.757324
	Iteration 15Q: 3 clusters Score -6223980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6224024.000000 Penalty: 3555.757324
	Iteration 16Q: 3 clusters Score -6224024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6224032.500000 Penalty: 3555.757324
	Iteration 17Q: 3 clusters Score -6224032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6224044.500000 Penalty: 3555.757324
	Iteration 18Q: 3 clusters Score -6224044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6224054.500000 Penalty: 3555.757324
	Iteration 19Q: 3 clusters Score -6224054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6224069.500000 Penalty: 3555.757324
	Iteration 20F: 3 clusters Score -6224070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6224082.000000 Penalty: 3555.757324
	Iteration 21Q: 3 clusters Score -6224082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6224096.000000 Penalty: 3555.757324
	Iteration 22Q: 3 clusters Score -6224096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6224108.000000 Penalty: 3555.757324
	Iteration 23Q: 3 clusters Score -6224108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6224114.000000 Penalty: 3555.757324
	Iteration 24Q: 3 clusters Score -6224114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6224127.500000 Penalty: 3555.757324
	Iteration 25Q: 3 clusters Score -6224128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6224133.500000 Penalty: 3555.757324
	Iteration 26Q: 3 clusters Score -6224134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6224138.500000 Penalty: 3555.757324
	Iteration 27Q: 3 clusters Score -6224138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6224143.500000 Penalty: 3555.757324
	Iteration 28Q: 3 clusters Score -6224144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6224143.000000 Penalty: 3555.757324
	Iteration 29Q: 3 clusters Score -6224143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6224145.000000 Penalty: 3555.757324
	Iteration 30Q: 3 clusters Score -6224145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6224147.500000 Penalty: 3555.757324
	Iteration 31Q: 3 clusters Score -6224148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6224160.500000 Penalty: 3555.757324
	Iteration 32Q: 3 clusters Score -6224160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6224162.500000 Penalty: 3555.757324
	Iteration 33Q: 3 clusters Score -6224162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6224172.000000 Penalty: 3555.757324
	Iteration 34Q: 3 clusters Score -6224172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6224167.000000 Penalty: 3555.757324
	Iteration 35Q: 3 clusters Score -6224167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6224160.500000 Penalty: 3555.757324
	Iteration 36Q: 3 clusters Score -6224160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6224169.000000 Penalty: 3555.757324
	Iteration 37Q: 3 clusters Score -6224169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6224173.500000 Penalty: 3555.757324
	Iteration 38Q: 3 clusters Score -6224174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6224173.000000 Penalty: 3555.757324
	Iteration 39Q: 3 clusters Score -6224173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6224173.000000 Penalty: 3555.757324
	Iteration 40F: 3 clusters Score -6224173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6224173.000000 Penalty: 3555.757324
	Iteration 41Q: 3 clusters Score -6224173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6224180.500000 Penalty: 3555.757324
	Iteration 42Q: 3 clusters Score -6224180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6224170.500000 Penalty: 3555.757324
	Iteration 43Q: 3 clusters Score -6224170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6224175.000000 Penalty: 3555.757324
	Iteration 44Q: 3 clusters Score -6224175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6224167.500000 Penalty: 3555.757324
	Iteration 45Q: 3 clusters Score -6224168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6224181.000000 Penalty: 3555.757324
	Iteration 46Q: 3 clusters Score -6224181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6224178.500000 Penalty: 3555.757324
	Iteration 47Q: 3 clusters Score -6224178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6224178.500000 Penalty: 3555.757324
	Iteration 48Q: 3 clusters Score -6224178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6224176.000000 Penalty: 3555.757324
	Iteration 49Q: 3 clusters Score -6224176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6224176.000000 Penalty: 3555.757324
	Iteration 50Q: 3 clusters Score -6224176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6224175.000000 Penalty: 3555.757324
	Iteration 51Q: 3 clusters Score -6224175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6224181.500000 Penalty: 3555.757324
	Iteration 52Q: 3 clusters Score -6224182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6224184.500000 Penalty: 3555.757324
	Iteration 53Q: 3 clusters Score -6224184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6224180.000000 Penalty: 3555.757324
	Iteration 54Q: 3 clusters Score -6224180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6224187.500000 Penalty: 3555.757324
	Iteration 55Q: 3 clusters Score -6224188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6224186.500000 Penalty: 3555.757324
	Iteration 56Q: 3 clusters Score -6224186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6224184.500000 Penalty: 3555.757324
	Iteration 57Q: 3 clusters Score -6224184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6224183.500000 Penalty: 3555.757324
	Iteration 58Q: 3 clusters Score -6224184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6224186.500000 Penalty: 3555.757324
	Iteration 59Q: 3 clusters Score -6224186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6224183.500000 Penalty: 3555.757324
	Iteration 60F: 3 clusters Score -6224184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6224185.000000 Penalty: 3555.757324
	Iteration 61Q: 3 clusters Score -6224185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6224187.000000 Penalty: 3555.757324
	Iteration 62Q: 3 clusters Score -6224187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6224183.000000 Penalty: 3555.757324
	Iteration 63Q: 3 clusters Score -6224183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6224182.500000 Penalty: 3555.757324
	Iteration 64Q: 3 clusters Score -6224182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6224191.500000 Penalty: 3555.757324
	Iteration 65Q: 3 clusters Score -6224192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6224196.000000 Penalty: 3555.757324
	Iteration 66Q: 3 clusters Score -6224196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6224209.000000 Penalty: 3555.757324
	Iteration 67Q: 3 clusters Score -6224209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6224208.500000 Penalty: 3555.757324
	Iteration 68Q: 3 clusters Score -6224208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6224208.000000 Penalty: 3555.757324
	Iteration 69Q: 3 clusters Score -6224208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6224208.500000 Penalty: 3555.757324
	Iteration 70Q: 3 clusters Score -6224208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6224209.500000 Penalty: 3555.757324
	Iteration 71Q: 3 clusters Score -6224210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6224212.500000 Penalty: 3555.757324
	Iteration 72Q: 3 clusters Score -6224212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6224212.000000 Penalty: 3555.757324
	Iteration 73Q: 3 clusters Score -6224212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6224214.000000 Penalty: 3555.757324
	Iteration 74Q: 3 clusters Score -6224214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6224214.000000 Penalty: 3555.757324
	Iteration 75Q: 3 clusters Score -6224214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6224213.000000 Penalty: 3555.757324
	Iteration 76Q: 3 clusters Score -6224213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6224216.000000 Penalty: 3555.757324
	Iteration 77Q: 3 clusters Score -6224216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6224220.500000 Penalty: 3555.757324
	Iteration 78Q: 3 clusters Score -6224220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6224222.500000 Penalty: 3555.757324
	Iteration 79Q: 3 clusters Score -6224222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6224218.500000 Penalty: 3555.757324
	Iteration 80F: 3 clusters Score -6224218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Entering Unmasked Estep 
Score: -13742746.000000 Penalty: 1907.903564
	Iteration 0F: 2 clusters Score -1.374275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -13658854.000000 Penalty: 3815.807129
	Iteration 0F: 3 clusters Score -1.365885e+07 nChanged 60233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -13694046.000000 Penalty: 3815.807129
	Iteration 1F: 3 clusters Score -1.369405e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -13695183.000000 Penalty: 3815.807129
	Iteration 2Q: 3 clusters Score -1.369518e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -13697125.000000 Penalty: 3815.807129
	Iteration 3Q: 3 clusters Score -1.369712e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -13700990.000000 Penalty: 3815.807129
	Iteration 4F: 3 clusters Score -1.370099e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -13708070.000000 Penalty: 3815.807129
	Iteration 5F: 3 clusters Score -1.370807e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -13718577.000000 Penalty: 3815.807129
	Iteration 6F: 3 clusters Score -1.371858e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 114050 members 
Entering Unmasked Estep 
Score: -13729876.000000 Penalty: 3815.807129
	Iteration 7F: 3 clusters Score -1.372988e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 121172 members 
Entering Unmasked Estep 
Score: -13737146.000000 Penalty: 3815.807129
	Iteration 8F: 3 clusters Score -1.373715e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -13739841.000000 Penalty: 3815.807129
	Iteration 9Q: 3 clusters Score -1.373984e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -13740755.000000 Penalty: 3815.807129
	Iteration 10Q: 3 clusters Score -1.374076e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -13740980.000000 Penalty: 3815.807129
	Iteration 11Q: 3 clusters Score -1.374098e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -13741111.000000 Penalty: 3815.807129
	Iteration 12Q: 3 clusters Score -1.374111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -13741163.000000 Penalty: 3815.807129
	Iteration 13Q: 3 clusters Score -1.374116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -13741178.000000 Penalty: 3815.807129
	Iteration 14Q: 3 clusters Score -1.374118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -13741201.000000 Penalty: 3815.807129
	Iteration 15Q: 3 clusters Score -1.37412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 125359 members 
Entering Unmasked Estep 
Score: -13741200.000000 Penalty: 3815.807129
	Iteration 16Q: 3 clusters Score -1.37412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -13741210.000000 Penalty: 3815.807129
	Iteration 17Q: 3 clusters Score -1.374121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -13741209.000000 Penalty: 3815.807129
	Iteration 18Q: 3 clusters Score -1.374121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -13741219.000000 Penalty: 3815.807129
	Iteration 19Q: 3 clusters Score -1.374122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125366 members 
Entering Unmasked Estep 
Score: -13741229.000000 Penalty: 3815.807129
	Iteration 20F: 3 clusters Score -1.374123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 125365 members 
Entering Unmasked Estep 
Score: -13741253.000000 Penalty: 3815.807129
	Iteration 21Q: 3 clusters Score -1.374125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -13741259.000000 Penalty: 3815.807129
	Iteration 22Q: 3 clusters Score -1.374126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -13741270.000000 Penalty: 3815.807129
	Iteration 23Q: 3 clusters Score -1.374127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125366 members 
Entering Unmasked Estep 
Score: -13741265.000000 Penalty: 3815.807129
	Iteration 24Q: 3 clusters Score -1.374126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -13741280.000000 Penalty: 3815.807129
	Iteration 25Q: 3 clusters Score -1.374128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -13741284.000000 Penalty: 3815.807129
	Iteration 26Q: 3 clusters Score -1.374128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -13741280.000000 Penalty: 3815.807129
	Iteration 27Q: 3 clusters Score -1.374128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -13741280.000000 Penalty: 3815.807129
	Iteration 28F: 3 clusters Score -1.374128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -235807.859375 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -235807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233642.859375 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -233642.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234089.203125 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -234089.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234185.750000 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -234185.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -234246.796875 Penalty: 2495.155273
	Iteration 3Q: 3 clusters Score -234246.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234299.625000 Penalty: 2495.155273
	Iteration 4Q: 3 clusters Score -234299.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234339.812500 Penalty: 2495.155273
	Iteration 5Q: 3 clusters Score -234339.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -234368.468750 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -234368.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234389.546875 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -234389.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -234412.453125 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -234412.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -234427.500000 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -234427.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -234440.500000 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -234440.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -234458.531250 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -234458.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234477.328125 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -234477.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234494.062500 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -234494.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -234518.875000 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -234518.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -234540.734375 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -234540.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -234561.375000 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -234561.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -234577.453125 Penalty: 2495.155273
	Iteration 17Q: 3 clusters Score -234577.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -234593.109375 Penalty: 2495.155273
	Iteration 18Q: 3 clusters Score -234593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -234597.171875 Penalty: 2495.155273
	Iteration 19Q: 3 clusters Score -234597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -234599.062500 Penalty: 2495.155273
	Iteration 20F: 3 clusters Score -234599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -234601.578125 Penalty: 2495.155273
	Iteration 21Q: 3 clusters Score -234601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -234603.828125 Penalty: 2495.155273
	Iteration 22Q: 3 clusters Score -234603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -234609.515625 Penalty: 2495.155273
	Iteration 23Q: 3 clusters Score -234609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -234615.625000 Penalty: 2495.155273
	Iteration 24Q: 3 clusters Score -234615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -234623.015625 Penalty: 2495.155273
	Iteration 25Q: 3 clusters Score -234623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -234630.890625 Penalty: 2495.155273
	Iteration 26Q: 3 clusters Score -234630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -234639.218750 Penalty: 2495.155273
	Iteration 27Q: 3 clusters Score -234639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -234646.640625 Penalty: 2495.155273
	Iteration 28Q: 3 clusters Score -234646.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -234650.078125 Penalty: 2495.155273
	Iteration 29Q: 3 clusters Score -234650.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -234652.515625 Penalty: 2495.155273
	Iteration 30Q: 3 clusters Score -234652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -234656.046875 Penalty: 2495.155273
	Iteration 31Q: 3 clusters Score -234656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -234659.281250 Penalty: 2495.155273
	Iteration 32Q: 3 clusters Score -234659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -234663.265625 Penalty: 2495.155273
	Iteration 33Q: 3 clusters Score -234663.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -234668.234375 Penalty: 2495.155273
	Iteration 34Q: 3 clusters Score -234668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -234670.828125 Penalty: 2495.155273
	Iteration 35Q: 3 clusters Score -234670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -234674.796875 Penalty: 2495.155273
	Iteration 36Q: 3 clusters Score -234674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -234679.156250 Penalty: 2495.155273
	Iteration 37Q: 3 clusters Score -234679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -234682.812500 Penalty: 2495.155273
	Iteration 38Q: 3 clusters Score -234682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -234684.234375 Penalty: 2495.155273
	Iteration 39Q: 3 clusters Score -234684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -234686.328125 Penalty: 2495.155273
	Iteration 40F: 3 clusters Score -234686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -234689.328125 Penalty: 2495.155273
	Iteration 41Q: 3 clusters Score -234689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -234694.109375 Penalty: 2495.155273
	Iteration 42Q: 3 clusters Score -234694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -234702.937500 Penalty: 2495.155273
	Iteration 43Q: 3 clusters Score -234702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -234705.593750 Penalty: 2495.155273
	Iteration 44Q: 3 clusters Score -234705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -234709.390625 Penalty: 2495.155273
	Iteration 45Q: 3 clusters Score -234709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -234710.062500 Penalty: 2495.155273
	Iteration 46Q: 3 clusters Score -234710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -234712.625000 Penalty: 2495.155273
	Iteration 47Q: 3 clusters Score -234712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -234712.625000 Penalty: 2495.155273
	Iteration 48F: 3 clusters Score -234712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -273017.781250 Penalty: 1278.653564
	Iteration 0F: 2 clusters Score -273017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -270525.437500 Penalty: 2557.307129
	Iteration 0F: 3 clusters Score -270525.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -271084.593750 Penalty: 2557.307129
	Iteration 1F: 3 clusters Score -271084.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -271210.687500 Penalty: 2557.307129
	Iteration 2F: 3 clusters Score -271210.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271286.093750 Penalty: 2557.307129
	Iteration 3Q: 3 clusters Score -271286.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271336.250000 Penalty: 2557.307129
	Iteration 4Q: 3 clusters Score -271336.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -271373.687500 Penalty: 2557.307129
	Iteration 5Q: 3 clusters Score -271373.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -271398.468750 Penalty: 2557.307129
	Iteration 6Q: 3 clusters Score -271398.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -271419.406250 Penalty: 2557.307129
	Iteration 7Q: 3 clusters Score -271419.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271439.093750 Penalty: 2557.307129
	Iteration 8Q: 3 clusters Score -271439.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271456.531250 Penalty: 2557.307129
	Iteration 9Q: 3 clusters Score -271456.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -271470.156250 Penalty: 2557.307129
	Iteration 10Q: 3 clusters Score -271470.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -271489.343750 Penalty: 2557.307129
	Iteration 11Q: 3 clusters Score -271489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -271517.031250 Penalty: 2557.307129
	Iteration 12Q: 3 clusters Score -271517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -271554.000000 Penalty: 2557.307129
	Iteration 13Q: 3 clusters Score -271554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -271582.843750 Penalty: 2557.307129
	Iteration 14Q: 3 clusters Score -271582.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -271618.625000 Penalty: 2557.307129
	Iteration 15Q: 3 clusters Score -271618.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -271650.468750 Penalty: 2557.307129
	Iteration 16Q: 3 clusters Score -271650.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -271678.468750 Penalty: 2557.307129
	Iteration 17Q: 3 clusters Score -271678.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -271714.468750 Penalty: 2557.307129
	Iteration 18Q: 3 clusters Score -271714.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -271747.562500 Penalty: 2557.307129
	Iteration 19Q: 3 clusters Score -271747.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -271777.437500 Penalty: 2557.307129
	Iteration 20F: 3 clusters Score -271777.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -271814.937500 Penalty: 2557.307129
	Iteration 21Q: 3 clusters Score -271814.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -271851.156250 Penalty: 2557.307129
	Iteration 22Q: 3 clusters Score -271851.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -271891.343750 Penalty: 2557.307129
	Iteration 23Q: 3 clusters Score -271891.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -271930.156250 Penalty: 2557.307129
	Iteration 24Q: 3 clusters Score -271930.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -271962.031250 Penalty: 2557.307129
	Iteration 25Q: 3 clusters Score -271962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -271980.875000 Penalty: 2557.307129
	Iteration 26Q: 3 clusters Score -271980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -271994.875000 Penalty: 2557.307129
	Iteration 27Q: 3 clusters Score -271994.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -272006.687500 Penalty: 2557.307129
	Iteration 28Q: 3 clusters Score -272006.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -272014.656250 Penalty: 2557.307129
	Iteration 29Q: 3 clusters Score -272014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -272021.531250 Penalty: 2557.307129
	Iteration 30Q: 3 clusters Score -272021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -272022.531250 Penalty: 2557.307129
	Iteration 31Q: 3 clusters Score -272022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -272023.062500 Penalty: 2557.307129
	Iteration 32Q: 3 clusters Score -272023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -272023.062500 Penalty: 2557.307129
	Iteration 33F: 3 clusters Score -272023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -137987.046875 Penalty: 1164.015503
	Iteration 0F: 2 clusters Score -137987 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 643 members 
Entering Unmasked Estep 
Score: -136463.562500 Penalty: 2328.031006
	Iteration 0F: 3 clusters Score -136463.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136830.515625 Penalty: 2328.031006
	Iteration 1F: 3 clusters Score -136830.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137034.578125 Penalty: 2328.031006
	Iteration 2F: 3 clusters Score -137034.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137283.250000 Penalty: 2328.031006
	Iteration 3F: 3 clusters Score -137283.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -137539.859375 Penalty: 2328.031006
	Iteration 4F: 3 clusters Score -137539.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -137859.468750 Penalty: 2328.031006
	Iteration 5F: 3 clusters Score -137859.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -138088.468750 Penalty: 2328.031006
	Iteration 6F: 3 clusters Score -138088.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -138216.531250 Penalty: 2328.031006
	Iteration 7Q: 3 clusters Score -138216.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -138295.421875 Penalty: 2328.031006
	Iteration 8Q: 3 clusters Score -138295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -138315.421875 Penalty: 2328.031006
	Iteration 9Q: 3 clusters Score -138315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -138323.343750 Penalty: 2328.031006
	Iteration 10Q: 3 clusters Score -138323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -138327.765625 Penalty: 2328.031006
	Iteration 11Q: 3 clusters Score -138327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -138328.812500 Penalty: 2328.031006
	Iteration 12Q: 3 clusters Score -138328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -138328.812500 Penalty: 2328.031006
	Iteration 13F: 3 clusters Score -138328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 191824 members 
Mstep: Class 4 contains 56432 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 80 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 31668 members 
Mstep: Class 17 contains 30336 members 
Mstep: Class 18 contains 94785 members 
Mstep: Class 19 contains 127922 members 
Mstep: Class 21 contains 40448 members 
Entering Unmasked Estep 
Score: -98841656.000000 Penalty: 40192.906250
Splitting cluster 8 changes total score from -98841776.000000 to -98841656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -312747.812500 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -312747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -310140.281250 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -310140.3 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -310827.875000 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -310827.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -311050.968750 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -311051 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -311401.843750 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -311401.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -311605.187500 Penalty: 2594.396240
	Iteration 4F: 3 clusters Score -311605.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -311723.687500 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -311723.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -311832.937500 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -311832.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -311894.468750 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -311894.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -311928.062500 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -311928.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -311948.062500 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -311948.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -311963.968750 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -311964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -311994.500000 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -311994.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -312022.156250 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -312022.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -312040.843750 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -312040.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -312055.312500 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -312055.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -312061.531250 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -312061.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -312069.406250 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -312069.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -312073.125000 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -312073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -312074.500000 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -312074.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -312076.031250 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -312076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -312077.406250 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -312077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -312079.750000 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -312079.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -312082.250000 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -312082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -312086.312500 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -312086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -312090.000000 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -312090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -312092.625000 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -312092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -312093.968750 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -312094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -312096.750000 Penalty: 2594.396240
	Iteration 27Q: 3 clusters Score -312096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -312098.937500 Penalty: 2594.396240
	Iteration 28Q: 3 clusters Score -312098.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -312101.656250 Penalty: 2594.396240
	Iteration 29Q: 3 clusters Score -312101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312106.187500 Penalty: 2594.396240
	Iteration 30Q: 3 clusters Score -312106.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -312113.812500 Penalty: 2594.396240
	Iteration 31Q: 3 clusters Score -312113.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -312122.312500 Penalty: 2594.396240
	Iteration 32Q: 3 clusters Score -312122.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -312130.781250 Penalty: 2594.396240
	Iteration 33Q: 3 clusters Score -312130.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -312136.375000 Penalty: 2594.396240
	Iteration 34Q: 3 clusters Score -312136.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -312147.281250 Penalty: 2594.396240
	Iteration 35Q: 3 clusters Score -312147.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -312168.125000 Penalty: 2594.396240
	Iteration 36Q: 3 clusters Score -312168.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -312196.468750 Penalty: 2594.396240
	Iteration 37Q: 3 clusters Score -312196.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -312234.875000 Penalty: 2594.396240
	Iteration 38Q: 3 clusters Score -312234.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -312283.062500 Penalty: 2594.396240
	Iteration 39Q: 3 clusters Score -312283.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -312343.312500 Penalty: 2594.396240
	Iteration 40F: 3 clusters Score -312343.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -312425.187500 Penalty: 2594.396240
	Iteration 41Q: 3 clusters Score -312425.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -312521.062500 Penalty: 2594.396240
	Iteration 42Q: 3 clusters Score -312521.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -312611.593750 Penalty: 2594.396240
	Iteration 43Q: 3 clusters Score -312611.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -312688.937500 Penalty: 2594.396240
	Iteration 44Q: 3 clusters Score -312688.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -312737.437500 Penalty: 2594.396240
	Iteration 45Q: 3 clusters Score -312737.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -312766.750000 Penalty: 2594.396240
	Iteration 46Q: 3 clusters Score -312766.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -312788.531250 Penalty: 2594.396240
	Iteration 47Q: 3 clusters Score -312788.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -312807.562500 Penalty: 2594.396240
	Iteration 48Q: 3 clusters Score -312807.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -312823.687500 Penalty: 2594.396240
	Iteration 49Q: 3 clusters Score -312823.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -312844.437500 Penalty: 2594.396240
	Iteration 50Q: 3 clusters Score -312844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -312861.093750 Penalty: 2594.396240
	Iteration 51Q: 3 clusters Score -312861.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -312873.750000 Penalty: 2594.396240
	Iteration 52Q: 3 clusters Score -312873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -312882.125000 Penalty: 2594.396240
	Iteration 53Q: 3 clusters Score -312882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -312889.375000 Penalty: 2594.396240
	Iteration 54Q: 3 clusters Score -312889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -312897.156250 Penalty: 2594.396240
	Iteration 55Q: 3 clusters Score -312897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -312901.281250 Penalty: 2594.396240
	Iteration 56Q: 3 clusters Score -312901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -312902.000000 Penalty: 2594.396240
	Iteration 57Q: 3 clusters Score -312902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -312902.000000 Penalty: 2594.396240
	Iteration 58F: 3 clusters Score -312902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 191824 members 
Mstep: Class 4 contains 56432 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 31668 members 
Mstep: Class 17 contains 30336 members 
Mstep: Class 18 contains 94785 members 
Mstep: Class 19 contains 127922 members 
Mstep: Class 21 contains 40448 members 
Entering Unmasked Estep 
Score: -98841568.000000 Penalty: 40192.906250
Splitting cluster 11 changes total score from -98841776.000000 to -98841568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -758114.812500 Penalty: 1435.792603
	Iteration 0F: 2 clusters Score -758114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -752952.937500 Penalty: 2871.585205
	Iteration 0F: 3 clusters Score -752952.9 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -754538.562500 Penalty: 2871.585205
	Iteration 1F: 3 clusters Score -754538.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -754782.937500 Penalty: 2871.585205
	Iteration 2F: 3 clusters Score -754782.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -754998.125000 Penalty: 2871.585205
	Iteration 3F: 3 clusters Score -754998.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -755204.312500 Penalty: 2871.585205
	Iteration 4F: 3 clusters Score -755204.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -755432.812500 Penalty: 2871.585205
	Iteration 5F: 3 clusters Score -755432.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -755699.875000 Penalty: 2871.585205
	Iteration 6F: 3 clusters Score -755699.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -756028.875000 Penalty: 2871.585205
	Iteration 7F: 3 clusters Score -756028.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -756323.937500 Penalty: 2871.585205
	Iteration 8F: 3 clusters Score -756323.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -756547.875000 Penalty: 2871.585205
	Iteration 9Q: 3 clusters Score -756547.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -756753.687500 Penalty: 2871.585205
	Iteration 10Q: 3 clusters Score -756753.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -756878.312500 Penalty: 2871.585205
	Iteration 11Q: 3 clusters Score -756878.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -756946.062500 Penalty: 2871.585205
	Iteration 12Q: 3 clusters Score -756946.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -756985.875000 Penalty: 2871.585205
	Iteration 13Q: 3 clusters Score -756985.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -757010.812500 Penalty: 2871.585205
	Iteration 14Q: 3 clusters Score -757010.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -757027.375000 Penalty: 2871.585205
	Iteration 15Q: 3 clusters Score -757027.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -757042.000000 Penalty: 2871.585205
	Iteration 16Q: 3 clusters Score -757042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -757050.875000 Penalty: 2871.585205
	Iteration 17Q: 3 clusters Score -757050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -757057.562500 Penalty: 2871.585205
	Iteration 18Q: 3 clusters Score -757057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -757064.437500 Penalty: 2871.585205
	Iteration 19Q: 3 clusters Score -757064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -757070.375000 Penalty: 2871.585205
	Iteration 20F: 3 clusters Score -757070.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -757079.250000 Penalty: 2871.585205
	Iteration 21Q: 3 clusters Score -757079.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -757084.375000 Penalty: 2871.585205
	Iteration 22Q: 3 clusters Score -757084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -757090.875000 Penalty: 2871.585205
	Iteration 23Q: 3 clusters Score -757090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -757092.187500 Penalty: 2871.585205
	Iteration 24Q: 3 clusters Score -757092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -757094.687500 Penalty: 2871.585205
	Iteration 25Q: 3 clusters Score -757094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -757093.625000 Penalty: 2871.585205
	Iteration 26Q: 3 clusters Score -757093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -757095.000000 Penalty: 2871.585205
	Iteration 27Q: 3 clusters Score -757095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -757095.187500 Penalty: 2871.585205
	Iteration 28Q: 3 clusters Score -757095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -757095.937500 Penalty: 2871.585205
	Iteration 29Q: 3 clusters Score -757095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -757096.312500 Penalty: 2871.585205
	Iteration 30Q: 3 clusters Score -757096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -757096.625000 Penalty: 2871.585205
	Iteration 31Q: 3 clusters Score -757096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -757097.125000 Penalty: 2871.585205
	Iteration 32Q: 3 clusters Score -757097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -757099.562500 Penalty: 2871.585205
	Iteration 33Q: 3 clusters Score -757099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -757101.875000 Penalty: 2871.585205
	Iteration 34Q: 3 clusters Score -757101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -757103.000000 Penalty: 2871.585205
	Iteration 35Q: 3 clusters Score -757103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -757104.125000 Penalty: 2871.585205
	Iteration 36Q: 3 clusters Score -757104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -757104.875000 Penalty: 2871.585205
	Iteration 37Q: 3 clusters Score -757104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -757105.250000 Penalty: 2871.585205
	Iteration 38Q: 3 clusters Score -757105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -757105.250000 Penalty: 2871.585205
	Iteration 39F: 3 clusters Score -757105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Entering Unmasked Estep 
Score: -2942717.250000 Penalty: 1656.109741
	Iteration 0F: 2 clusters Score -2942717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2924667.250000 Penalty: 3312.219482
	Iteration 0F: 3 clusters Score -2924667 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2931396.500000 Penalty: 3312.219482
	Iteration 1F: 3 clusters Score -2931396 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2931641.250000 Penalty: 3312.219482
	Iteration 2Q: 3 clusters Score -2931641 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2931835.500000 Penalty: 3312.219482
	Iteration 3Q: 3 clusters Score -2931836 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2932071.750000 Penalty: 3312.219482
	Iteration 4Q: 3 clusters Score -2932072 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2932319.750000 Penalty: 3312.219482
	Iteration 5Q: 3 clusters Score -2932320 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2932773.250000 Penalty: 3312.219482
	Iteration 6Q: 3 clusters Score -2932773 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2933397.250000 Penalty: 3312.219482
	Iteration 7Q: 3 clusters Score -2933397 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2934382.750000 Penalty: 3312.219482
	Iteration 8F: 3 clusters Score -2934383 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2935793.750000 Penalty: 3312.219482
	Iteration 9F: 3 clusters Score -2935794 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2937638.000000 Penalty: 3312.219482
	Iteration 10F: 3 clusters Score -2937638 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2939361.500000 Penalty: 3312.219482
	Iteration 11F: 3 clusters Score -2939362 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2940466.750000 Penalty: 3312.219482
	Iteration 12Q: 3 clusters Score -2940467 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2940962.750000 Penalty: 3312.219482
	Iteration 13Q: 3 clusters Score -2940963 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -2941154.250000 Penalty: 3312.219482
	Iteration 14Q: 3 clusters Score -2941154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -2941243.750000 Penalty: 3312.219482
	Iteration 15Q: 3 clusters Score -2941244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2941284.500000 Penalty: 3312.219482
	Iteration 16Q: 3 clusters Score -2941284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -2941319.250000 Penalty: 3312.219482
	Iteration 17Q: 3 clusters Score -2941319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2941344.500000 Penalty: 3312.219482
	Iteration 18Q: 3 clusters Score -2941344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2941355.250000 Penalty: 3312.219482
	Iteration 19Q: 3 clusters Score -2941355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2941362.000000 Penalty: 3312.219482
	Iteration 20F: 3 clusters Score -2941362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -2941365.750000 Penalty: 3312.219482
	Iteration 21Q: 3 clusters Score -2941366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -2941365.750000 Penalty: 3312.219482
	Iteration 22F: 3 clusters Score -2941366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Entering Unmasked Estep 
Score: -16232751.000000 Penalty: 1936.826172
	Iteration 0F: 2 clusters Score -1.623275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -16132978.000000 Penalty: 3873.652344
	Iteration 0F: 3 clusters Score -1.613298e+07 nChanged 72406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -16175846.000000 Penalty: 3873.652344
	Iteration 1F: 3 clusters Score -1.617585e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -16177316.000000 Penalty: 3873.652344
	Iteration 2Q: 3 clusters Score -1.617732e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -16179623.000000 Penalty: 3873.652344
	Iteration 3Q: 3 clusters Score -1.617962e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -16183923.000000 Penalty: 3873.652344
	Iteration 4F: 3 clusters Score -1.618392e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -16191255.000000 Penalty: 3873.652344
	Iteration 5F: 3 clusters Score -1.619126e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -16202380.000000 Penalty: 3873.652344
	Iteration 6F: 3 clusters Score -1.620238e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133856 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -16215565.000000 Penalty: 3873.652344
	Iteration 7F: 3 clusters Score -1.621556e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -16225541.000000 Penalty: 3873.652344
	Iteration 8F: 3 clusters Score -1.622554e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -16229496.000000 Penalty: 3873.652344
	Iteration 9Q: 3 clusters Score -1.62295e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16230701.000000 Penalty: 3873.652344
	Iteration 10Q: 3 clusters Score -1.62307e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16231047.000000 Penalty: 3873.652344
	Iteration 11Q: 3 clusters Score -1.623105e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16231218.000000 Penalty: 3873.652344
	Iteration 12Q: 3 clusters Score -1.623122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16231280.000000 Penalty: 3873.652344
	Iteration 13Q: 3 clusters Score -1.623128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16231300.000000 Penalty: 3873.652344
	Iteration 14Q: 3 clusters Score -1.62313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16231314.000000 Penalty: 3873.652344
	Iteration 15Q: 3 clusters Score -1.623131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16231313.000000 Penalty: 3873.652344
	Iteration 16Q: 3 clusters Score -1.623131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16231313.000000 Penalty: 3873.652344
	Iteration 17F: 3 clusters Score -1.623131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Entering Unmasked Estep 
Score: -3481549.750000 Penalty: 1683.997559
	Iteration 0F: 2 clusters Score -3481550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3460209.750000 Penalty: 3367.995117
	Iteration 0F: 3 clusters Score -3460210 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3468269.750000 Penalty: 3367.995117
	Iteration 1F: 3 clusters Score -3468270 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3468825.250000 Penalty: 3367.995117
	Iteration 2Q: 3 clusters Score -3468825 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3469492.000000 Penalty: 3367.995117
	Iteration 3F: 3 clusters Score -3469492 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3470539.750000 Penalty: 3367.995117
	Iteration 4F: 3 clusters Score -3470540 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3471992.750000 Penalty: 3367.995117
	Iteration 5F: 3 clusters Score -3471993 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3473944.500000 Penalty: 3367.995117
	Iteration 6F: 3 clusters Score -3473944 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3476044.750000 Penalty: 3367.995117
	Iteration 7F: 3 clusters Score -3476045 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3477725.000000 Penalty: 3367.995117
	Iteration 8F: 3 clusters Score -3477725 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3478590.250000 Penalty: 3367.995117
	Iteration 9Q: 3 clusters Score -3478590 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3479010.750000 Penalty: 3367.995117
	Iteration 10Q: 3 clusters Score -3479011 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3479214.500000 Penalty: 3367.995117
	Iteration 11Q: 3 clusters Score -3479214 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3479317.750000 Penalty: 3367.995117
	Iteration 12Q: 3 clusters Score -3479318 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3479386.500000 Penalty: 3367.995117
	Iteration 13Q: 3 clusters Score -3479386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3479434.750000 Penalty: 3367.995117
	Iteration 14Q: 3 clusters Score -3479435 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3479492.500000 Penalty: 3367.995117
	Iteration 15Q: 3 clusters Score -3479492 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3479543.000000 Penalty: 3367.995117
	Iteration 16Q: 3 clusters Score -3479543 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3479595.500000 Penalty: 3367.995117
	Iteration 17Q: 3 clusters Score -3479596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3479634.750000 Penalty: 3367.995117
	Iteration 18Q: 3 clusters Score -3479635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3479663.500000 Penalty: 3367.995117
	Iteration 19Q: 3 clusters Score -3479664 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3479690.250000 Penalty: 3367.995117
	Iteration 20F: 3 clusters Score -3479690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3479722.250000 Penalty: 3367.995117
	Iteration 21Q: 3 clusters Score -3479722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3479740.250000 Penalty: 3367.995117
	Iteration 22Q: 3 clusters Score -3479740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3479771.750000 Penalty: 3367.995117
	Iteration 23Q: 3 clusters Score -3479772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3479799.250000 Penalty: 3367.995117
	Iteration 24Q: 3 clusters Score -3479799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3479820.750000 Penalty: 3367.995117
	Iteration 25Q: 3 clusters Score -3479821 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3479839.250000 Penalty: 3367.995117
	Iteration 26Q: 3 clusters Score -3479839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3479849.250000 Penalty: 3367.995117
	Iteration 27Q: 3 clusters Score -3479849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3479873.250000 Penalty: 3367.995117
	Iteration 28Q: 3 clusters Score -3479873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3479881.250000 Penalty: 3367.995117
	Iteration 29Q: 3 clusters Score -3479881 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3479893.000000 Penalty: 3367.995117
	Iteration 30Q: 3 clusters Score -3479893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3479897.750000 Penalty: 3367.995117
	Iteration 31Q: 3 clusters Score -3479898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3479906.750000 Penalty: 3367.995117
	Iteration 32Q: 3 clusters Score -3479907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3479917.250000 Penalty: 3367.995117
	Iteration 33Q: 3 clusters Score -3479917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3479930.250000 Penalty: 3367.995117
	Iteration 34Q: 3 clusters Score -3479930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3479939.000000 Penalty: 3367.995117
	Iteration 35Q: 3 clusters Score -3479939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3479955.500000 Penalty: 3367.995117
	Iteration 36Q: 3 clusters Score -3479956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3479955.750000 Penalty: 3367.995117
	Iteration 37Q: 3 clusters Score -3479956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3479962.750000 Penalty: 3367.995117
	Iteration 38Q: 3 clusters Score -3479963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3479981.750000 Penalty: 3367.995117
	Iteration 39Q: 3 clusters Score -3479982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3479998.750000 Penalty: 3367.995117
	Iteration 40F: 3 clusters Score -3479999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3480005.000000 Penalty: 3367.995117
	Iteration 41Q: 3 clusters Score -3480005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3480020.750000 Penalty: 3367.995117
	Iteration 42Q: 3 clusters Score -3480021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3480031.250000 Penalty: 3367.995117
	Iteration 43Q: 3 clusters Score -3480031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3480038.000000 Penalty: 3367.995117
	Iteration 44Q: 3 clusters Score -3480038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3480050.500000 Penalty: 3367.995117
	Iteration 45Q: 3 clusters Score -3480050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3480062.000000 Penalty: 3367.995117
	Iteration 46Q: 3 clusters Score -3480062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3480068.750000 Penalty: 3367.995117
	Iteration 47Q: 3 clusters Score -3480069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3480076.250000 Penalty: 3367.995117
	Iteration 48Q: 3 clusters Score -3480076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3480080.000000 Penalty: 3367.995117
	Iteration 49Q: 3 clusters Score -3480080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3480079.750000 Penalty: 3367.995117
	Iteration 50Q: 3 clusters Score -3480080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3480079.500000 Penalty: 3367.995117
	Iteration 51Q: 3 clusters Score -3480080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3480084.750000 Penalty: 3367.995117
	Iteration 52Q: 3 clusters Score -3480085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3480089.500000 Penalty: 3367.995117
	Iteration 53Q: 3 clusters Score -3480090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3480090.250000 Penalty: 3367.995117
	Iteration 54Q: 3 clusters Score -3480090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3480085.000000 Penalty: 3367.995117
	Iteration 55Q: 3 clusters Score -3480085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3480084.500000 Penalty: 3367.995117
	Iteration 56Q: 3 clusters Score -3480084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3480086.500000 Penalty: 3367.995117
	Iteration 57Q: 3 clusters Score -3480086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3480092.000000 Penalty: 3367.995117
	Iteration 58Q: 3 clusters Score -3480092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3480096.750000 Penalty: 3367.995117
	Iteration 59Q: 3 clusters Score -3480097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3480097.750000 Penalty: 3367.995117
	Iteration 60F: 3 clusters Score -3480098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3480093.750000 Penalty: 3367.995117
	Iteration 61Q: 3 clusters Score -3480094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3480093.000000 Penalty: 3367.995117
	Iteration 62Q: 3 clusters Score -3480093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3480095.500000 Penalty: 3367.995117
	Iteration 63Q: 3 clusters Score -3480096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3480094.750000 Penalty: 3367.995117
	Iteration 64Q: 3 clusters Score -3480095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3480094.750000 Penalty: 3367.995117
	Iteration 65Q: 3 clusters Score -3480095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3480093.250000 Penalty: 3367.995117
	Iteration 66Q: 3 clusters Score -3480093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3480093.250000 Penalty: 3367.995117
	Iteration 67Q: 3 clusters Score -3480093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3480095.750000 Penalty: 3367.995117
	Iteration 68Q: 3 clusters Score -3480096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3480099.500000 Penalty: 3367.995117
	Iteration 69Q: 3 clusters Score -3480100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3480102.500000 Penalty: 3367.995117
	Iteration 70Q: 3 clusters Score -3480102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3480111.250000 Penalty: 3367.995117
	Iteration 71Q: 3 clusters Score -3480111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3480108.750000 Penalty: 3367.995117
	Iteration 72Q: 3 clusters Score -3480109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3480114.750000 Penalty: 3367.995117
	Iteration 73Q: 3 clusters Score -3480115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3480117.250000 Penalty: 3367.995117
	Iteration 74Q: 3 clusters Score -3480117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3480118.750000 Penalty: 3367.995117
	Iteration 75Q: 3 clusters Score -3480119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3480117.000000 Penalty: 3367.995117
	Iteration 76Q: 3 clusters Score -3480117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3480125.000000 Penalty: 3367.995117
	Iteration 77Q: 3 clusters Score -3480125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3480125.000000 Penalty: 3367.995117
	Iteration 78Q: 3 clusters Score -3480125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3480125.500000 Penalty: 3367.995117
	Iteration 79Q: 3 clusters Score -3480126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3480122.500000 Penalty: 3367.995117
	Iteration 80F: 3 clusters Score -3480122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3480130.000000 Penalty: 3367.995117
	Iteration 81Q: 3 clusters Score -3480130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3480124.500000 Penalty: 3367.995117
	Iteration 82Q: 3 clusters Score -3480124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3480132.000000 Penalty: 3367.995117
	Iteration 83Q: 3 clusters Score -3480132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3480137.000000 Penalty: 3367.995117
	Iteration 84Q: 3 clusters Score -3480137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3480137.000000 Penalty: 3367.995117
	Iteration 85Q: 3 clusters Score -3480137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3480136.250000 Penalty: 3367.995117
	Iteration 86Q: 3 clusters Score -3480136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3480136.500000 Penalty: 3367.995117
	Iteration 87Q: 3 clusters Score -3480136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3480141.750000 Penalty: 3367.995117
	Iteration 88Q: 3 clusters Score -3480142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3480144.250000 Penalty: 3367.995117
	Iteration 89Q: 3 clusters Score -3480144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3480141.750000 Penalty: 3367.995117
	Iteration 90Q: 3 clusters Score -3480142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3480141.250000 Penalty: 3367.995117
	Iteration 91Q: 3 clusters Score -3480141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3480143.000000 Penalty: 3367.995117
	Iteration 92Q: 3 clusters Score -3480143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3480141.500000 Penalty: 3367.995117
	Iteration 93Q: 3 clusters Score -3480142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3480141.500000 Penalty: 3367.995117
	Iteration 94F: 3 clusters Score -3480142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Entering Unmasked Estep 
Score: -3352449.000000 Penalty: 1677.014648
	Iteration 0F: 2 clusters Score -3352449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3332064.750000 Penalty: 3354.029297
	Iteration 0F: 3 clusters Score -3332065 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3340012.500000 Penalty: 3354.029297
	Iteration 1F: 3 clusters Score -3340012 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3340791.500000 Penalty: 3354.029297
	Iteration 2F: 3 clusters Score -3340792 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3342032.000000 Penalty: 3354.029297
	Iteration 3F: 3 clusters Score -3342032 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3343677.250000 Penalty: 3354.029297
	Iteration 4F: 3 clusters Score -3343677 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3345681.750000 Penalty: 3354.029297
	Iteration 5F: 3 clusters Score -3345682 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3347902.000000 Penalty: 3354.029297
	Iteration 6F: 3 clusters Score -3347902 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3349881.500000 Penalty: 3354.029297
	Iteration 7F: 3 clusters Score -3349882 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3351033.000000 Penalty: 3354.029297
	Iteration 8Q: 3 clusters Score -3351033 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3351647.250000 Penalty: 3354.029297
	Iteration 9Q: 3 clusters Score -3351647 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3351991.750000 Penalty: 3354.029297
	Iteration 10Q: 3 clusters Score -3351992 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3352181.250000 Penalty: 3354.029297
	Iteration 11Q: 3 clusters Score -3352181 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3352284.250000 Penalty: 3354.029297
	Iteration 12Q: 3 clusters Score -3352284 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3352342.250000 Penalty: 3354.029297
	Iteration 13Q: 3 clusters Score -3352342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3352396.000000 Penalty: 3354.029297
	Iteration 14Q: 3 clusters Score -3352396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3352443.500000 Penalty: 3354.029297
	Iteration 15Q: 3 clusters Score -3352444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3352489.750000 Penalty: 3354.029297
	Iteration 16Q: 3 clusters Score -3352490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3352527.750000 Penalty: 3354.029297
	Iteration 17Q: 3 clusters Score -3352528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3352554.500000 Penalty: 3354.029297
	Iteration 18Q: 3 clusters Score -3352554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3352578.750000 Penalty: 3354.029297
	Iteration 19Q: 3 clusters Score -3352579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3352602.500000 Penalty: 3354.029297
	Iteration 20F: 3 clusters Score -3352602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3352614.000000 Penalty: 3354.029297
	Iteration 21Q: 3 clusters Score -3352614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3352620.250000 Penalty: 3354.029297
	Iteration 22Q: 3 clusters Score -3352620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3352624.500000 Penalty: 3354.029297
	Iteration 23Q: 3 clusters Score -3352624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3352631.750000 Penalty: 3354.029297
	Iteration 24Q: 3 clusters Score -3352632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3352643.500000 Penalty: 3354.029297
	Iteration 25Q: 3 clusters Score -3352644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3352642.750000 Penalty: 3354.029297
	Iteration 26Q: 3 clusters Score -3352643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3352641.250000 Penalty: 3354.029297
	Iteration 27Q: 3 clusters Score -3352641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3352642.750000 Penalty: 3354.029297
	Iteration 28Q: 3 clusters Score -3352643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3352647.000000 Penalty: 3354.029297
	Iteration 29Q: 3 clusters Score -3352647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3352645.250000 Penalty: 3354.029297
	Iteration 30Q: 3 clusters Score -3352645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3352647.750000 Penalty: 3354.029297
	Iteration 31Q: 3 clusters Score -3352648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3352654.000000 Penalty: 3354.029297
	Iteration 32Q: 3 clusters Score -3352654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3352648.000000 Penalty: 3354.029297
	Iteration 33Q: 3 clusters Score -3352648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3352651.000000 Penalty: 3354.029297
	Iteration 34Q: 3 clusters Score -3352651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3352653.500000 Penalty: 3354.029297
	Iteration 35Q: 3 clusters Score -3352654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3352651.750000 Penalty: 3354.029297
	Iteration 36Q: 3 clusters Score -3352652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3352651.750000 Penalty: 3354.029297
	Iteration 37F: 3 clusters Score -3352652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 191824 members 
Mstep: Class 4 contains 56432 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 31668 members 
Mstep: Class 17 contains 29046 members 
Mstep: Class 18 contains 94785 members 
Mstep: Class 19 contains 127922 members 
Mstep: Class 21 contains 40448 members 
Entering Unmasked Estep 
Score: -98842048.000000 Penalty: 40192.906250
Splitting cluster 17 changes total score from -98841776.000000 to -98842048.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (94785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Entering Unmasked Estep 
Score: -10349544.000000 Penalty: 1862.147095
	Iteration 0F: 2 clusters Score -1.034954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -10286277.000000 Penalty: 3724.294189
	Iteration 0F: 3 clusters Score -1.028628e+07 nChanged 45226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -10313387.000000 Penalty: 3724.294189
	Iteration 1F: 3 clusters Score -1.031339e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -10315463.000000 Penalty: 3724.294189
	Iteration 2Q: 3 clusters Score -1.031546e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -10319225.000000 Penalty: 3724.294189
	Iteration 3F: 3 clusters Score -1.031922e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -10324924.000000 Penalty: 3724.294189
	Iteration 4F: 3 clusters Score -1.032492e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -10332440.000000 Penalty: 3724.294189
	Iteration 5F: 3 clusters Score -1.033244e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -10339962.000000 Penalty: 3724.294189
	Iteration 6F: 3 clusters Score -1.033996e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -10344934.000000 Penalty: 3724.294189
	Iteration 7F: 3 clusters Score -1.034493e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -10347208.000000 Penalty: 3724.294189
	Iteration 8Q: 3 clusters Score -1.034721e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -10348323.000000 Penalty: 3724.294189
	Iteration 9Q: 3 clusters Score -1.034832e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -10348946.000000 Penalty: 3724.294189
	Iteration 10Q: 3 clusters Score -1.034895e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -10349238.000000 Penalty: 3724.294189
	Iteration 11Q: 3 clusters Score -1.034924e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -10349418.000000 Penalty: 3724.294189
	Iteration 12Q: 3 clusters Score -1.034942e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -10349609.000000 Penalty: 3724.294189
	Iteration 13Q: 3 clusters Score -1.034961e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -10349777.000000 Penalty: 3724.294189
	Iteration 14Q: 3 clusters Score -1.034978e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -10349864.000000 Penalty: 3724.294189
	Iteration 15Q: 3 clusters Score -1.034986e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -10350010.000000 Penalty: 3724.294189
	Iteration 16Q: 3 clusters Score -1.035001e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -10350068.000000 Penalty: 3724.294189
	Iteration 17Q: 3 clusters Score -1.035007e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -10350083.000000 Penalty: 3724.294189
	Iteration 18Q: 3 clusters Score -1.035008e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -10350142.000000 Penalty: 3724.294189
	Iteration 19Q: 3 clusters Score -1.035014e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -10350160.000000 Penalty: 3724.294189
	Iteration 20F: 3 clusters Score -1.035016e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -10350148.000000 Penalty: 3724.294189
	Iteration 21Q: 3 clusters Score -1.035015e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -10350196.000000 Penalty: 3724.294189
	Iteration 22Q: 3 clusters Score -1.03502e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -10350247.000000 Penalty: 3724.294189
	Iteration 23Q: 3 clusters Score -1.035025e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -10350298.000000 Penalty: 3724.294189
	Iteration 24Q: 3 clusters Score -1.03503e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -10350321.000000 Penalty: 3724.294189
	Iteration 25Q: 3 clusters Score -1.035032e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -10350372.000000 Penalty: 3724.294189
	Iteration 26Q: 3 clusters Score -1.035037e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -10350387.000000 Penalty: 3724.294189
	Iteration 27Q: 3 clusters Score -1.035039e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -10350393.000000 Penalty: 3724.294189
	Iteration 28Q: 3 clusters Score -1.035039e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -10350412.000000 Penalty: 3724.294189
	Iteration 29Q: 3 clusters Score -1.035041e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -10350408.000000 Penalty: 3724.294189
	Iteration 30Q: 3 clusters Score -1.035041e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -10350438.000000 Penalty: 3724.294189
	Iteration 31Q: 3 clusters Score -1.035044e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -10350470.000000 Penalty: 3724.294189
	Iteration 32Q: 3 clusters Score -1.035047e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -10350484.000000 Penalty: 3724.294189
	Iteration 33Q: 3 clusters Score -1.035048e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -10350517.000000 Penalty: 3724.294189
	Iteration 34Q: 3 clusters Score -1.035052e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -10350524.000000 Penalty: 3724.294189
	Iteration 35Q: 3 clusters Score -1.035052e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -10350524.000000 Penalty: 3724.294189
	Iteration 36Q: 3 clusters Score -1.035052e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -10350545.000000 Penalty: 3724.294189
	Iteration 37Q: 3 clusters Score -1.035054e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -10350560.000000 Penalty: 3724.294189
	Iteration 38Q: 3 clusters Score -1.035056e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -10350572.000000 Penalty: 3724.294189
	Iteration 39Q: 3 clusters Score -1.035057e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -10350581.000000 Penalty: 3724.294189
	Iteration 40F: 3 clusters Score -1.035058e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -10350578.000000 Penalty: 3724.294189
	Iteration 41Q: 3 clusters Score -1.035058e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -10350585.000000 Penalty: 3724.294189
	Iteration 42Q: 3 clusters Score -1.035058e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -10350587.000000 Penalty: 3724.294189
	Iteration 43Q: 3 clusters Score -1.035059e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -10350576.000000 Penalty: 3724.294189
	Iteration 44Q: 3 clusters Score -1.035058e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -10350576.000000 Penalty: 3724.294189
	Iteration 45Q: 3 clusters Score -1.035058e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -10350575.000000 Penalty: 3724.294189
	Iteration 46Q: 3 clusters Score -1.035058e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -10350583.000000 Penalty: 3724.294189
	Iteration 47Q: 3 clusters Score -1.035058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -10350591.000000 Penalty: 3724.294189
	Iteration 48Q: 3 clusters Score -1.035059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 49Q: 3 clusters Score -1.03506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -10350591.000000 Penalty: 3724.294189
	Iteration 50Q: 3 clusters Score -1.035059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -10350595.000000 Penalty: 3724.294189
	Iteration 51Q: 3 clusters Score -1.03506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -10350586.000000 Penalty: 3724.294189
	Iteration 52Q: 3 clusters Score -1.035059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -10350586.000000 Penalty: 3724.294189
	Iteration 53Q: 3 clusters Score -1.035059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 54Q: 3 clusters Score -1.03506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -10350586.000000 Penalty: 3724.294189
	Iteration 55Q: 3 clusters Score -1.035059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -10350590.000000 Penalty: 3724.294189
	Iteration 56Q: 3 clusters Score -1.035059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -10350589.000000 Penalty: 3724.294189
	Iteration 57Q: 3 clusters Score -1.035059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -10350591.000000 Penalty: 3724.294189
	Iteration 58Q: 3 clusters Score -1.035059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -10350594.000000 Penalty: 3724.294189
	Iteration 59Q: 3 clusters Score -1.035059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -10350594.000000 Penalty: 3724.294189
	Iteration 60F: 3 clusters Score -1.035059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -10350597.000000 Penalty: 3724.294189
	Iteration 61Q: 3 clusters Score -1.03506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -10350598.000000 Penalty: 3724.294189
	Iteration 62Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -10350594.000000 Penalty: 3724.294189
	Iteration 63Q: 3 clusters Score -1.035059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -10350596.000000 Penalty: 3724.294189
	Iteration 64Q: 3 clusters Score -1.03506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -10350598.000000 Penalty: 3724.294189
	Iteration 65Q: 3 clusters Score -1.03506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -10350602.000000 Penalty: 3724.294189
	Iteration 66Q: 3 clusters Score -1.03506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -10350600.000000 Penalty: 3724.294189
	Iteration 67Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 68Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -10350608.000000 Penalty: 3724.294189
	Iteration 69Q: 3 clusters Score -1.035061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 70Q: 3 clusters Score -1.03506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 3724.294189
	Iteration 71Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 72Q: 3 clusters Score -1.03506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 73Q: 3 clusters Score -1.03506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 3724.294189
	Iteration 74Q: 3 clusters Score -1.03506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -10350602.000000 Penalty: 3724.294189
	Iteration 75Q: 3 clusters Score -1.03506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -10350607.000000 Penalty: 3724.294189
	Iteration 76Q: 3 clusters Score -1.035061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -10350605.000000 Penalty: 3724.294189
	Iteration 77Q: 3 clusters Score -1.03506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 78Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -10350602.000000 Penalty: 3724.294189
	Iteration 79Q: 3 clusters Score -1.03506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -10350604.000000 Penalty: 3724.294189
	Iteration 80F: 3 clusters Score -1.03506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -10350602.000000 Penalty: 3724.294189
	Iteration 81Q: 3 clusters Score -1.03506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -10350598.000000 Penalty: 3724.294189
	Iteration 82Q: 3 clusters Score -1.03506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -10350597.000000 Penalty: 3724.294189
	Iteration 83Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -10350604.000000 Penalty: 3724.294189
	Iteration 84Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 85Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -10350600.000000 Penalty: 3724.294189
	Iteration 86Q: 3 clusters Score -1.03506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 3724.294189
	Iteration 87Q: 3 clusters Score -1.03506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -10350601.000000 Penalty: 3724.294189
	Iteration 88Q: 3 clusters Score -1.03506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -10350599.000000 Penalty: 3724.294189
	Iteration 89Q: 3 clusters Score -1.03506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -10350598.000000 Penalty: 3724.294189
	Iteration 90Q: 3 clusters Score -1.03506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -10350592.000000 Penalty: 3724.294189
	Iteration 91Q: 3 clusters Score -1.035059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -10350583.000000 Penalty: 3724.294189
	Iteration 92Q: 3 clusters Score -1.035058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -10350585.000000 Penalty: 3724.294189
	Iteration 93Q: 3 clusters Score -1.035058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -10350587.000000 Penalty: 3724.294189
	Iteration 94Q: 3 clusters Score -1.035059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -10350588.000000 Penalty: 3724.294189
	Iteration 95Q: 3 clusters Score -1.035059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -10350576.000000 Penalty: 3724.294189
	Iteration 96Q: 3 clusters Score -1.035058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -10350573.000000 Penalty: 3724.294189
	Iteration 97Q: 3 clusters Score -1.035057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -10350570.000000 Penalty: 3724.294189
	Iteration 98Q: 3 clusters Score -1.035057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -10350570.000000 Penalty: 3724.294189
	Iteration 99F: 3 clusters Score -1.035057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 191824 members 
Mstep: Class 4 contains 56432 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 11086 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 31668 members 
Mstep: Class 17 contains 29046 members 
Mstep: Class 18 contains 83699 members 
Mstep: Class 19 contains 127922 members 
Mstep: Class 21 contains 40448 members 
Entering Unmasked Estep 
Score: -98842352.000000 Penalty: 42425.843750
Splitting cluster 18 changes total score from -98841776.000000 to -98842352.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 19 (127922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Entering Unmasked Estep 
Score: -14035991.000000 Penalty: 1910.866089
	Iteration 0F: 2 clusters Score -1.403599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -13950333.000000 Penalty: 3821.732178
	Iteration 0F: 3 clusters Score -1.395033e+07 nChanged 61506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -13986212.000000 Penalty: 3821.732178
	Iteration 1F: 3 clusters Score -1.398621e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -13986912.000000 Penalty: 3821.732178
	Iteration 2Q: 3 clusters Score -1.398691e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -13987685.000000 Penalty: 3821.732178
	Iteration 3Q: 3 clusters Score -1.398768e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -13988844.000000 Penalty: 3821.732178
	Iteration 4Q: 3 clusters Score -1.398884e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -13990650.000000 Penalty: 3821.732178
	Iteration 5Q: 3 clusters Score -1.399065e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -13993554.000000 Penalty: 3821.732178
	Iteration 6Q: 3 clusters Score -1.399355e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -13998347.000000 Penalty: 3821.732178
	Iteration 7F: 3 clusters Score -1.399835e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -14004120.000000 Penalty: 3821.732178
	Iteration 8F: 3 clusters Score -1.400412e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -14009447.000000 Penalty: 3821.732178
	Iteration 9F: 3 clusters Score -1.400945e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -14013164.000000 Penalty: 3821.732178
	Iteration 10F: 3 clusters Score -1.401316e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -14014908.000000 Penalty: 3821.732178
	Iteration 11Q: 3 clusters Score -1.401491e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -14016012.000000 Penalty: 3821.732178
	Iteration 12Q: 3 clusters Score -1.401601e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -14016817.000000 Penalty: 3821.732178
	Iteration 13Q: 3 clusters Score -1.401682e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -14017794.000000 Penalty: 3821.732178
	Iteration 14Q: 3 clusters Score -1.401779e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -14018808.000000 Penalty: 3821.732178
	Iteration 15Q: 3 clusters Score -1.401881e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -14019887.000000 Penalty: 3821.732178
	Iteration 16Q: 3 clusters Score -1.401989e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -14021077.000000 Penalty: 3821.732178
	Iteration 17Q: 3 clusters Score -1.402108e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -14022359.000000 Penalty: 3821.732178
	Iteration 18Q: 3 clusters Score -1.402236e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -14024009.000000 Penalty: 3821.732178
	Iteration 19Q: 3 clusters Score -1.402401e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -14025717.000000 Penalty: 3821.732178
	Iteration 20F: 3 clusters Score -1.402572e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118675 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -14027489.000000 Penalty: 3821.732178
	Iteration 21Q: 3 clusters Score -1.402749e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -14029154.000000 Penalty: 3821.732178
	Iteration 22Q: 3 clusters Score -1.402915e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123152 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -14030757.000000 Penalty: 3821.732178
	Iteration 23Q: 3 clusters Score -1.403076e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124701 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -14031868.000000 Penalty: 3821.732178
	Iteration 24Q: 3 clusters Score -1.403187e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -14032784.000000 Penalty: 3821.732178
	Iteration 25Q: 3 clusters Score -1.403278e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14033385.000000 Penalty: 3821.732178
	Iteration 26Q: 3 clusters Score -1.403338e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14033733.000000 Penalty: 3821.732178
	Iteration 27Q: 3 clusters Score -1.403373e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14033937.000000 Penalty: 3821.732178
	Iteration 28Q: 3 clusters Score -1.403394e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14034052.000000 Penalty: 3821.732178
	Iteration 29Q: 3 clusters Score -1.403405e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14034123.000000 Penalty: 3821.732178
	Iteration 30Q: 3 clusters Score -1.403412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14034162.000000 Penalty: 3821.732178
	Iteration 31Q: 3 clusters Score -1.403416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14034198.000000 Penalty: 3821.732178
	Iteration 32Q: 3 clusters Score -1.40342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14034219.000000 Penalty: 3821.732178
	Iteration 33Q: 3 clusters Score -1.403422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127660 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14034225.000000 Penalty: 3821.732178
	Iteration 34Q: 3 clusters Score -1.403422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14034231.000000 Penalty: 3821.732178
	Iteration 35Q: 3 clusters Score -1.403423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14034243.000000 Penalty: 3821.732178
	Iteration 36Q: 3 clusters Score -1.403424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14034247.000000 Penalty: 3821.732178
	Iteration 37Q: 3 clusters Score -1.403425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14034252.000000 Penalty: 3821.732178
	Iteration 38Q: 3 clusters Score -1.403425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127684 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14034263.000000 Penalty: 3821.732178
	Iteration 39Q: 3 clusters Score -1.403426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14034259.000000 Penalty: 3821.732178
	Iteration 40F: 3 clusters Score -1.403426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14034258.000000 Penalty: 3821.732178
	Iteration 41Q: 3 clusters Score -1.403426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127692 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14034262.000000 Penalty: 3821.732178
	Iteration 42Q: 3 clusters Score -1.403426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14034258.000000 Penalty: 3821.732178
	Iteration 43Q: 3 clusters Score -1.403426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14034255.000000 Penalty: 3821.732178
	Iteration 44Q: 3 clusters Score -1.403426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14034263.000000 Penalty: 3821.732178
	Iteration 45Q: 3 clusters Score -1.403426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14034261.000000 Penalty: 3821.732178
	Iteration 46Q: 3 clusters Score -1.403426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14034261.000000 Penalty: 3821.732178
	Iteration 47F: 3 clusters Score -1.403426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Entering Unmasked Estep 
Score: -4440344.000000 Penalty: 1723.763062
	Iteration 0F: 2 clusters Score -4440344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4412999.000000 Penalty: 3447.526123
	Iteration 0F: 3 clusters Score -4412999 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4424107.000000 Penalty: 3447.526123
	Iteration 1F: 3 clusters Score -4424107 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4425163.000000 Penalty: 3447.526123
	Iteration 2Q: 3 clusters Score -4425163 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4426602.500000 Penalty: 3447.526123
	Iteration 3F: 3 clusters Score -4426602 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4428017.500000 Penalty: 3447.526123
	Iteration 4F: 3 clusters Score -4428018 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4429305.500000 Penalty: 3447.526123
	Iteration 5F: 3 clusters Score -4429306 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4430449.000000 Penalty: 3447.526123
	Iteration 6F: 3 clusters Score -4430449 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4431516.500000 Penalty: 3447.526123
	Iteration 7Q: 3 clusters Score -4431516 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4432416.500000 Penalty: 3447.526123
	Iteration 8Q: 3 clusters Score -4432416 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4433062.000000 Penalty: 3447.526123
	Iteration 9Q: 3 clusters Score -4433062 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4433580.500000 Penalty: 3447.526123
	Iteration 10Q: 3 clusters Score -4433580 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4433972.000000 Penalty: 3447.526123
	Iteration 11Q: 3 clusters Score -4433972 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4434304.500000 Penalty: 3447.526123
	Iteration 12Q: 3 clusters Score -4434304 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4434622.500000 Penalty: 3447.526123
	Iteration 13Q: 3 clusters Score -4434622 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4434914.500000 Penalty: 3447.526123
	Iteration 14Q: 3 clusters Score -4434914 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4435237.000000 Penalty: 3447.526123
	Iteration 15Q: 3 clusters Score -4435237 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4435567.500000 Penalty: 3447.526123
	Iteration 16Q: 3 clusters Score -4435568 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4435935.000000 Penalty: 3447.526123
	Iteration 17Q: 3 clusters Score -4435935 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4436303.500000 Penalty: 3447.526123
	Iteration 18Q: 3 clusters Score -4436304 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4436702.500000 Penalty: 3447.526123
	Iteration 19Q: 3 clusters Score -4436702 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4437123.500000 Penalty: 3447.526123
	Iteration 20F: 3 clusters Score -4437124 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4437469.000000 Penalty: 3447.526123
	Iteration 21Q: 3 clusters Score -4437469 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4437827.000000 Penalty: 3447.526123
	Iteration 22Q: 3 clusters Score -4437827 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4438118.500000 Penalty: 3447.526123
	Iteration 23Q: 3 clusters Score -4438118 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4438274.500000 Penalty: 3447.526123
	Iteration 24Q: 3 clusters Score -4438274 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4438383.000000 Penalty: 3447.526123
	Iteration 25Q: 3 clusters Score -4438383 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4438476.000000 Penalty: 3447.526123
	Iteration 26Q: 3 clusters Score -4438476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4438565.500000 Penalty: 3447.526123
	Iteration 27Q: 3 clusters Score -4438566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4438625.500000 Penalty: 3447.526123
	Iteration 28Q: 3 clusters Score -4438626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4438670.500000 Penalty: 3447.526123
	Iteration 29Q: 3 clusters Score -4438670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4438716.500000 Penalty: 3447.526123
	Iteration 30Q: 3 clusters Score -4438716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4438762.000000 Penalty: 3447.526123
	Iteration 31Q: 3 clusters Score -4438762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4438803.500000 Penalty: 3447.526123
	Iteration 32Q: 3 clusters Score -4438804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4438825.000000 Penalty: 3447.526123
	Iteration 33Q: 3 clusters Score -4438825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4438840.000000 Penalty: 3447.526123
	Iteration 34Q: 3 clusters Score -4438840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4438853.000000 Penalty: 3447.526123
	Iteration 35Q: 3 clusters Score -4438853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4438852.000000 Penalty: 3447.526123
	Iteration 36Q: 3 clusters Score -4438852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4438857.000000 Penalty: 3447.526123
	Iteration 37Q: 3 clusters Score -4438857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4438860.000000 Penalty: 3447.526123
	Iteration 38Q: 3 clusters Score -4438860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4438864.500000 Penalty: 3447.526123
	Iteration 39Q: 3 clusters Score -4438864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4438863.500000 Penalty: 3447.526123
	Iteration 40F: 3 clusters Score -4438864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 3 contains 191824 members 
Mstep: Class 4 contains 56432 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 31668 members 
Mstep: Class 17 contains 29046 members 
Mstep: Class 18 contains 83699 members 
Mstep: Class 19 contains 127922 members 
Mstep: Class 21 contains 40448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845160.000000 Penalty: 42425.843750
Iteration 39Q: 20 clusters Score -9.884516e+07 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 189186 members 
Mstep: Class 4 contains 57406 members 
Mstep: Class 5 contains 125657 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 26948 members 
Mstep: Class 14 contains 151724 members 
Mstep: Class 15 contains 31696 members 
Mstep: Class 17 contains 29475 members 
Mstep: Class 18 contains 82209 members 
Mstep: Class 19 contains 128371 members 
Mstep: Class 21 contains 40418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849080.000000 Penalty: 42425.843750
Iteration 40F: 20 clusters Score -9.884908e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 186831 members 
Mstep: Class 4 contains 58264 members 
Mstep: Class 5 contains 125480 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 10814 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 27122 members 
Mstep: Class 14 contains 152890 members 
Mstep: Class 15 contains 31648 members 
Mstep: Class 17 contains 30430 members 
Mstep: Class 18 contains 80665 members 
Mstep: Class 19 contains 128152 members 
Mstep: Class 21 contains 40361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852256.000000 Penalty: 42425.843750
Iteration 41Q: 20 clusters Score -9.885226e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 184848 members 
Mstep: Class 4 contains 59023 members 
Mstep: Class 5 contains 125307 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 27366 members 
Mstep: Class 14 contains 153803 members 
Mstep: Class 15 contains 31603 members 
Mstep: Class 17 contains 31172 members 
Mstep: Class 18 contains 79283 members 
Mstep: Class 19 contains 128034 members 
Mstep: Class 21 contains 40344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854176.000000 Penalty: 42425.843750
Iteration 42Q: 20 clusters Score -9.885418e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 183157 members 
Mstep: Class 4 contains 59708 members 
Mstep: Class 5 contains 125216 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 11480 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 7503 members 
Mstep: Class 13 contains 27625 members 
Mstep: Class 14 contains 154486 members 
Mstep: Class 15 contains 31543 members 
Mstep: Class 17 contains 31759 members 
Mstep: Class 18 contains 77996 members 
Mstep: Class 19 contains 128032 members 
Mstep: Class 21 contains 40351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855400.000000 Penalty: 42425.843750
Iteration 43Q: 20 clusters Score -9.88554e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 181790 members 
Mstep: Class 4 contains 60397 members 
Mstep: Class 5 contains 125126 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 11797 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 7641 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 154869 members 
Mstep: Class 15 contains 31504 members 
Mstep: Class 17 contains 32291 members 
Mstep: Class 18 contains 76739 members 
Mstep: Class 19 contains 128079 members 
Mstep: Class 21 contains 40346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856424.000000 Penalty: 42425.843750
Iteration 44Q: 20 clusters Score -9.885642e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 180586 members 
Mstep: Class 4 contains 61089 members 
Mstep: Class 5 contains 125049 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 12114 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 28158 members 
Mstep: Class 14 contains 155134 members 
Mstep: Class 15 contains 31457 members 
Mstep: Class 17 contains 32793 members 
Mstep: Class 18 contains 75513 members 
Mstep: Class 19 contains 128143 members 
Mstep: Class 21 contains 40340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857200.000000 Penalty: 42425.843750
Iteration 45Q: 20 clusters Score -9.88572e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 179524 members 
Mstep: Class 4 contains 61762 members 
Mstep: Class 5 contains 124984 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 28403 members 
Mstep: Class 14 contains 155355 members 
Mstep: Class 15 contains 31420 members 
Mstep: Class 17 contains 33252 members 
Mstep: Class 18 contains 74309 members 
Mstep: Class 19 contains 128253 members 
Mstep: Class 21 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858056.000000 Penalty: 42425.843750
Iteration 46Q: 20 clusters Score -9.885806e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 178588 members 
Mstep: Class 4 contains 62399 members 
Mstep: Class 5 contains 124905 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 1387 members 
Mstep: Class 10 contains 12674 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 8026 members 
Mstep: Class 13 contains 28609 members 
Mstep: Class 14 contains 155530 members 
Mstep: Class 15 contains 31390 members 
Mstep: Class 17 contains 33661 members 
Mstep: Class 18 contains 73172 members 
Mstep: Class 19 contains 128382 members 
Mstep: Class 21 contains 40323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858728.000000 Penalty: 42425.843750
Iteration 47Q: 20 clusters Score -9.885873e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 177731 members 
Mstep: Class 4 contains 63032 members 
Mstep: Class 5 contains 124802 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 12942 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 8140 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 155457 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 17 contains 34053 members 
Mstep: Class 18 contains 72254 members 
Mstep: Class 19 contains 128514 members 
Mstep: Class 21 contains 40339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859024.000000 Penalty: 42425.843750
Iteration 48Q: 20 clusters Score -9.885902e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 176973 members 
Mstep: Class 4 contains 63595 members 
Mstep: Class 5 contains 124742 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 13168 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 12 contains 8249 members 
Mstep: Class 13 contains 28969 members 
Mstep: Class 14 contains 155396 members 
Mstep: Class 15 contains 31377 members 
Mstep: Class 17 contains 34409 members 
Mstep: Class 18 contains 71409 members 
Mstep: Class 19 contains 128613 members 
Mstep: Class 21 contains 40357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858912.000000 Penalty: 42425.843750
Iteration 49Q: 20 clusters Score -9.885891e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1255 members 
Mstep: Class 3 contains 176238 members 
Mstep: Class 4 contains 64148 members 
Mstep: Class 5 contains 124696 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 13354 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 29131 members 
Mstep: Class 14 contains 155371 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 17 contains 34740 members 
Mstep: Class 18 contains 70593 members 
Mstep: Class 19 contains 128704 members 
Mstep: Class 21 contains 40396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859368.000000 Penalty: 42425.843750
Iteration 50Q: 20 clusters Score -9.885937e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 175534 members 
Mstep: Class 4 contains 64682 members 
Mstep: Class 5 contains 124691 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 8463 members 
Mstep: Class 13 contains 29255 members 
Mstep: Class 14 contains 155358 members 
Mstep: Class 15 contains 31367 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 69881 members 
Mstep: Class 19 contains 128755 members 
Mstep: Class 21 contains 40438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859904.000000 Penalty: 42425.843750
Iteration 51Q: 20 clusters Score -9.88599e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 174995 members 
Mstep: Class 4 contains 65160 members 
Mstep: Class 5 contains 124667 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 13620 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 8577 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 155316 members 
Mstep: Class 15 contains 31347 members 
Mstep: Class 17 contains 35291 members 
Mstep: Class 18 contains 69249 members 
Mstep: Class 19 contains 128827 members 
Mstep: Class 21 contains 40466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860256.000000 Penalty: 42425.843750
Iteration 52Q: 20 clusters Score -9.886026e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 174437 members 
Mstep: Class 4 contains 65588 members 
Mstep: Class 5 contains 124644 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 13702 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 29399 members 
Mstep: Class 14 contains 155251 members 
Mstep: Class 15 contains 31325 members 
Mstep: Class 17 contains 35556 members 
Mstep: Class 18 contains 68713 members 
Mstep: Class 19 contains 128905 members 
Mstep: Class 21 contains 40487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860992.000000 Penalty: 42425.843750
Iteration 53Q: 20 clusters Score -9.886099e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 173897 members 
Mstep: Class 4 contains 66001 members 
Mstep: Class 5 contains 124625 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 29434 members 
Mstep: Class 14 contains 155201 members 
Mstep: Class 15 contains 31298 members 
Mstep: Class 17 contains 35804 members 
Mstep: Class 18 contains 68288 members 
Mstep: Class 19 contains 128980 members 
Mstep: Class 21 contains 40498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861472.000000 Penalty: 42425.843750
Iteration 54Q: 20 clusters Score -9.886147e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 173342 members 
Mstep: Class 4 contains 66416 members 
Mstep: Class 5 contains 124591 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 13822 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 29468 members 
Mstep: Class 14 contains 155206 members 
Mstep: Class 15 contains 31276 members 
Mstep: Class 17 contains 36028 members 
Mstep: Class 18 contains 67882 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 40509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861624.000000 Penalty: 42425.843750
Iteration 55Q: 20 clusters Score -9.886162e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 172862 members 
Mstep: Class 4 contains 66777 members 
Mstep: Class 5 contains 124567 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 13877 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 9021 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 155228 members 
Mstep: Class 15 contains 31249 members 
Mstep: Class 17 contains 36236 members 
Mstep: Class 18 contains 67476 members 
Mstep: Class 19 contains 129092 members 
Mstep: Class 21 contains 40533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862008.000000 Penalty: 42425.843750
Iteration 56Q: 20 clusters Score -9.886201e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1066 members 
Mstep: Class 3 contains 172333 members 
Mstep: Class 4 contains 67105 members 
Mstep: Class 5 contains 124569 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 29523 members 
Mstep: Class 14 contains 155345 members 
Mstep: Class 15 contains 31224 members 
Mstep: Class 17 contains 36404 members 
Mstep: Class 18 contains 67112 members 
Mstep: Class 19 contains 129142 members 
Mstep: Class 21 contains 40541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862240.000000 Penalty: 42425.843750
Iteration 57Q: 20 clusters Score -9.886224e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 171850 members 
Mstep: Class 4 contains 67402 members 
Mstep: Class 5 contains 124540 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 1427 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 29558 members 
Mstep: Class 14 contains 155444 members 
Mstep: Class 15 contains 31197 members 
Mstep: Class 17 contains 36560 members 
Mstep: Class 18 contains 66778 members 
Mstep: Class 19 contains 129192 members 
Mstep: Class 21 contains 40552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862360.000000 Penalty: 42425.843750
Iteration 58Q: 20 clusters Score -9.886236e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 171398 members 
Mstep: Class 4 contains 67671 members 
Mstep: Class 5 contains 124517 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2744 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14015 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 9305 members 
Mstep: Class 13 contains 29581 members 
Mstep: Class 14 contains 155573 members 
Mstep: Class 15 contains 31172 members 
Mstep: Class 17 contains 36695 members 
Mstep: Class 18 contains 66481 members 
Mstep: Class 19 contains 129231 members 
Mstep: Class 21 contains 40560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862648.000000 Penalty: 42425.843750
Iteration 59Q: 20 clusters Score -9.886265e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 170981 members 
Mstep: Class 4 contains 67935 members 
Mstep: Class 5 contains 124520 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 1427 members 
Mstep: Class 10 contains 14043 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 13 contains 29581 members 
Mstep: Class 14 contains 155629 members 
Mstep: Class 15 contains 31147 members 
Mstep: Class 17 contains 36824 members 
Mstep: Class 18 contains 66233 members 
Mstep: Class 19 contains 129271 members 
Mstep: Class 21 contains 40581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862952.000000 Penalty: 42425.843750
Iteration 60F: 20 clusters Score -9.886295e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 1060 members 
Mstep: Class 3 contains 170572 members 
Mstep: Class 4 contains 68163 members 
Mstep: Class 5 contains 124516 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 14076 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 29604 members 
Mstep: Class 14 contains 155693 members 
Mstep: Class 15 contains 31116 members 
Mstep: Class 17 contains 36968 members 
Mstep: Class 18 contains 65981 members 
Mstep: Class 19 contains 129283 members 
Mstep: Class 21 contains 40617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863240.000000 Penalty: 42425.843750
Iteration 61Q: 20 clusters Score -9.886324e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1007 members 
Mstep: Class 3 contains 170194 members 
Mstep: Class 4 contains 68368 members 
Mstep: Class 5 contains 124498 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2749 members 
Mstep: Class 8 contains 1236 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14108 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 29606 members 
Mstep: Class 14 contains 155752 members 
Mstep: Class 15 contains 31105 members 
Mstep: Class 17 contains 37103 members 
Mstep: Class 18 contains 65788 members 
Mstep: Class 19 contains 129282 members 
Mstep: Class 21 contains 40643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863336.000000 Penalty: 42425.843750
Iteration 62Q: 20 clusters Score -9.886334e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 169835 members 
Mstep: Class 4 contains 68556 members 
Mstep: Class 5 contains 124476 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 9728 members 
Mstep: Class 13 contains 29597 members 
Mstep: Class 14 contains 155854 members 
Mstep: Class 15 contains 31093 members 
Mstep: Class 17 contains 37223 members 
Mstep: Class 18 contains 65600 members 
Mstep: Class 19 contains 129289 members 
Mstep: Class 21 contains 40663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863240.000000 Penalty: 42425.843750
Iteration 63Q: 20 clusters Score -9.886324e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 169517 members 
Mstep: Class 4 contains 68743 members 
Mstep: Class 5 contains 124455 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14161 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 13 contains 29602 members 
Mstep: Class 14 contains 155865 members 
Mstep: Class 15 contains 31081 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 65442 members 
Mstep: Class 19 contains 129302 members 
Mstep: Class 21 contains 40664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863336.000000 Penalty: 42425.843750
Iteration 64Q: 20 clusters Score -9.886334e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 169235 members 
Mstep: Class 4 contains 68939 members 
Mstep: Class 5 contains 124449 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 2749 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 14172 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 9992 members 
Mstep: Class 13 contains 29609 members 
Mstep: Class 14 contains 155785 members 
Mstep: Class 15 contains 31068 members 
Mstep: Class 17 contains 37465 members 
Mstep: Class 18 contains 65328 members 
Mstep: Class 19 contains 129311 members 
Mstep: Class 21 contains 40665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863208.000000 Penalty: 42425.843750
Iteration 65Q: 20 clusters Score -9.886321e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 168974 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 124430 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 14184 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 29617 members 
Mstep: Class 14 contains 155758 members 
Mstep: Class 15 contains 31072 members 
Mstep: Class 17 contains 37557 members 
Mstep: Class 18 contains 65217 members 
Mstep: Class 19 contains 129326 members 
Mstep: Class 21 contains 40656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863568.000000 Penalty: 42425.843750
Iteration 66Q: 20 clusters Score -9.886357e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 168755 members 
Mstep: Class 4 contains 69274 members 
Mstep: Class 5 contains 124416 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 14195 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 10208 members 
Mstep: Class 13 contains 29612 members 
Mstep: Class 14 contains 155703 members 
Mstep: Class 15 contains 31051 members 
Mstep: Class 17 contains 37657 members 
Mstep: Class 18 contains 65086 members 
Mstep: Class 19 contains 129351 members 
Mstep: Class 21 contains 40638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863680.000000 Penalty: 42425.843750
Iteration 67Q: 20 clusters Score -9.886368e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 168569 members 
Mstep: Class 4 contains 69419 members 
Mstep: Class 5 contains 124386 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 29609 members 
Mstep: Class 14 contains 155653 members 
Mstep: Class 15 contains 31036 members 
Mstep: Class 17 contains 37746 members 
Mstep: Class 18 contains 64992 members 
Mstep: Class 19 contains 129361 members 
Mstep: Class 21 contains 40624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863800.000000 Penalty: 42425.843750
Iteration 68Q: 20 clusters Score -9.88638e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 168388 members 
Mstep: Class 4 contains 69555 members 
Mstep: Class 5 contains 124366 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 14224 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10405 members 
Mstep: Class 13 contains 29616 members 
Mstep: Class 14 contains 155589 members 
Mstep: Class 15 contains 31018 members 
Mstep: Class 17 contains 37827 members 
Mstep: Class 18 contains 64886 members 
Mstep: Class 19 contains 129363 members 
Mstep: Class 21 contains 40622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864080.000000 Penalty: 42425.843750
Iteration 69Q: 20 clusters Score -9.886408e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 168216 members 
Mstep: Class 4 contains 69710 members 
Mstep: Class 5 contains 124365 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2772 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10486 members 
Mstep: Class 13 contains 29622 members 
Mstep: Class 14 contains 155516 members 
Mstep: Class 15 contains 31000 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 64787 members 
Mstep: Class 19 contains 129371 members 
Mstep: Class 21 contains 40627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864216.000000 Penalty: 42425.843750
Iteration 70Q: 20 clusters Score -9.886422e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 168067 members 
Mstep: Class 4 contains 69862 members 
Mstep: Class 5 contains 124345 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10573 members 
Mstep: Class 13 contains 29618 members 
Mstep: Class 14 contains 155500 members 
Mstep: Class 15 contains 30980 members 
Mstep: Class 17 contains 37950 members 
Mstep: Class 18 contains 64687 members 
Mstep: Class 19 contains 129371 members 
Mstep: Class 21 contains 40616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864280.000000 Penalty: 42425.843750
Iteration 71Q: 20 clusters Score -9.886428e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 167854 members 
Mstep: Class 4 contains 70007 members 
Mstep: Class 5 contains 124330 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 14282 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 29599 members 
Mstep: Class 14 contains 155541 members 
Mstep: Class 15 contains 30958 members 
Mstep: Class 17 contains 38005 members 
Mstep: Class 18 contains 64593 members 
Mstep: Class 19 contains 129374 members 
Mstep: Class 21 contains 40624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864392.000000 Penalty: 42425.843750
Iteration 72Q: 20 clusters Score -9.886439e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 167654 members 
Mstep: Class 4 contains 70141 members 
Mstep: Class 5 contains 124327 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10727 members 
Mstep: Class 13 contains 29584 members 
Mstep: Class 14 contains 155599 members 
Mstep: Class 15 contains 30930 members 
Mstep: Class 17 contains 38049 members 
Mstep: Class 18 contains 64502 members 
Mstep: Class 19 contains 129372 members 
Mstep: Class 21 contains 40628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864312.000000 Penalty: 42425.843750
Iteration 73Q: 20 clusters Score -9.886431e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 167487 members 
Mstep: Class 4 contains 70255 members 
Mstep: Class 5 contains 124307 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 14310 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10798 members 
Mstep: Class 13 contains 29572 members 
Mstep: Class 14 contains 155634 members 
Mstep: Class 15 contains 30913 members 
Mstep: Class 17 contains 38098 members 
Mstep: Class 18 contains 64431 members 
Mstep: Class 19 contains 129380 members 
Mstep: Class 21 contains 40621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864744.000000 Penalty: 42425.843750
Iteration 74Q: 20 clusters Score -9.886474e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 167272 members 
Mstep: Class 4 contains 70381 members 
Mstep: Class 5 contains 124291 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 14321 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 29556 members 
Mstep: Class 14 contains 155701 members 
Mstep: Class 15 contains 30899 members 
Mstep: Class 17 contains 38147 members 
Mstep: Class 18 contains 64353 members 
Mstep: Class 19 contains 129387 members 
Mstep: Class 21 contains 40621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864960.000000 Penalty: 42425.843750
Iteration 75Q: 20 clusters Score -9.886496e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 167072 members 
Mstep: Class 4 contains 70491 members 
Mstep: Class 5 contains 124274 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 14329 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 29545 members 
Mstep: Class 14 contains 155743 members 
Mstep: Class 15 contains 30891 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 64292 members 
Mstep: Class 19 contains 129401 members 
Mstep: Class 21 contains 40625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864944.000000 Penalty: 42425.843750
Iteration 76Q: 20 clusters Score -9.886494e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 166913 members 
Mstep: Class 4 contains 70579 members 
Mstep: Class 5 contains 124251 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 14348 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 155729 members 
Mstep: Class 15 contains 30873 members 
Mstep: Class 17 contains 38253 members 
Mstep: Class 18 contains 64241 members 
Mstep: Class 19 contains 129429 members 
Mstep: Class 21 contains 40629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865072.000000 Penalty: 42425.843750
Iteration 77Q: 20 clusters Score -9.886507e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 166773 members 
Mstep: Class 4 contains 70661 members 
Mstep: Class 5 contains 124249 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 14364 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 29537 members 
Mstep: Class 14 contains 155689 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 17 contains 38310 members 
Mstep: Class 18 contains 64184 members 
Mstep: Class 19 contains 129456 members 
Mstep: Class 21 contains 40621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865080.000000 Penalty: 42425.843750
Iteration 78Q: 20 clusters Score -9.886508e+07 nChanged 1010
Entering ConstructFrom: 
Score: -98865080.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (41468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Entering Unmasked Estep 
Score: -4318629.000000 Penalty: 1727.810059
	Iteration 0F: 2 clusters Score -4318629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4290889.500000 Penalty: 3455.620117
	Iteration 0F: 3 clusters Score -4290890 nChanged 19307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4301760.000000 Penalty: 3455.620117
	Iteration 1F: 3 clusters Score -4301760 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4302205.000000 Penalty: 3455.620117
	Iteration 2Q: 3 clusters Score -4302205 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4302729.000000 Penalty: 3455.620117
	Iteration 3Q: 3 clusters Score -4302729 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4303522.500000 Penalty: 3455.620117
	Iteration 4Q: 3 clusters Score -4303522 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4304922.500000 Penalty: 3455.620117
	Iteration 5F: 3 clusters Score -4304922 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4307298.000000 Penalty: 3455.620117
	Iteration 6F: 3 clusters Score -4307298 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4310401.000000 Penalty: 3455.620117
	Iteration 7F: 3 clusters Score -4310401 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4313209.000000 Penalty: 3455.620117
	Iteration 8F: 3 clusters Score -4313209 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4315119.000000 Penalty: 3455.620117
	Iteration 9F: 3 clusters Score -4315119 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4316099.500000 Penalty: 3455.620117
	Iteration 10Q: 3 clusters Score -4316100 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4316542.000000 Penalty: 3455.620117
	Iteration 11Q: 3 clusters Score -4316542 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4316755.000000 Penalty: 3455.620117
	Iteration 12Q: 3 clusters Score -4316755 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4316908.000000 Penalty: 3455.620117
	Iteration 13Q: 3 clusters Score -4316908 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4317043.000000 Penalty: 3455.620117
	Iteration 14Q: 3 clusters Score -4317043 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4317215.500000 Penalty: 3455.620117
	Iteration 15Q: 3 clusters Score -4317216 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4317455.500000 Penalty: 3455.620117
	Iteration 16Q: 3 clusters Score -4317456 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4317799.000000 Penalty: 3455.620117
	Iteration 17Q: 3 clusters Score -4317799 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4318062.500000 Penalty: 3455.620117
	Iteration 18Q: 3 clusters Score -4318062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4318176.500000 Penalty: 3455.620117
	Iteration 19Q: 3 clusters Score -4318176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4318242.000000 Penalty: 3455.620117
	Iteration 20F: 3 clusters Score -4318242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4318330.500000 Penalty: 3455.620117
	Iteration 21Q: 3 clusters Score -4318330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4318435.000000 Penalty: 3455.620117
	Iteration 22Q: 3 clusters Score -4318435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4318570.500000 Penalty: 3455.620117
	Iteration 23Q: 3 clusters Score -4318570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4318664.500000 Penalty: 3455.620117
	Iteration 24Q: 3 clusters Score -4318664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4318701.000000 Penalty: 3455.620117
	Iteration 25Q: 3 clusters Score -4318701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4318705.000000 Penalty: 3455.620117
	Iteration 26Q: 3 clusters Score -4318705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4318717.500000 Penalty: 3455.620117
	Iteration 27Q: 3 clusters Score -4318718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4318728.000000 Penalty: 3455.620117
	Iteration 28Q: 3 clusters Score -4318728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4318730.000000 Penalty: 3455.620117
	Iteration 29Q: 3 clusters Score -4318730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4318729.000000 Penalty: 3455.620117
	Iteration 30Q: 3 clusters Score -4318729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4318733.000000 Penalty: 3455.620117
	Iteration 31Q: 3 clusters Score -4318733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4318735.000000 Penalty: 3455.620117
	Iteration 32Q: 3 clusters Score -4318735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4318737.500000 Penalty: 3455.620117
	Iteration 33Q: 3 clusters Score -4318738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4318737.500000 Penalty: 3455.620117
	Iteration 34F: 3 clusters Score -4318738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 166642 members 
Mstep: Class 4 contains 70745 members 
Mstep: Class 5 contains 124242 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 155661 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 64135 members 
Mstep: Class 19 contains 129476 members 
Mstep: Class 21 contains 40604 members 
Entering Unmasked Estep 
Score: -98864296.000000 Penalty: 44658.785156
Splitting cluster 1 changes total score from -98865080.000000 to -98864296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -67034.453125 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -67034.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65852.476562 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -65852.48 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66128.304688 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -66128.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66241.070312 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -66241.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66324.351562 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -66324.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66386.820312 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -66386.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66463.867188 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -66463.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66651.015625 Penalty: 2152.821289
	Iteration 6F: 3 clusters Score -66651.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66913.765625 Penalty: 2152.821289
	Iteration 7F: 3 clusters Score -66913.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67228.367188 Penalty: 2152.821289
	Iteration 8F: 3 clusters Score -67228.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67430.734375 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -67430.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67607.859375 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -67607.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67666.351562 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -67666.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67702.148438 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -67702.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67711.468750 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -67711.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67712.687500 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -67712.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67712.687500 Penalty: 2152.821289
	Iteration 15F: 3 clusters Score -67712.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 166642 members 
Mstep: Class 4 contains 70745 members 
Mstep: Class 5 contains 124242 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 155661 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 64135 members 
Mstep: Class 19 contains 129476 members 
Mstep: Class 21 contains 40604 members 
Entering Unmasked Estep 
Score: -98864560.000000 Penalty: 44658.785156
Splitting cluster 2 changes total score from -98865080.000000 to -98864560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (166642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166642 members 
Entering Unmasked Estep 
Score: -17942430.000000 Penalty: 1953.835571
	Iteration 0F: 2 clusters Score -1.794243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 82950 members 
Entering Unmasked Estep 
Score: -17835248.000000 Penalty: 3907.671143
	Iteration 0F: 3 clusters Score -1.783525e+07 nChanged 80403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -17883094.000000 Penalty: 3907.671143
	Iteration 1F: 3 clusters Score -1.788309e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -17884920.000000 Penalty: 3907.671143
	Iteration 2Q: 3 clusters Score -1.788492e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -17888410.000000 Penalty: 3907.671143
	Iteration 3Q: 3 clusters Score -1.788841e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -17895084.000000 Penalty: 3907.671143
	Iteration 4F: 3 clusters Score -1.789508e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128462 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -17907102.000000 Penalty: 3907.671143
	Iteration 5F: 3 clusters Score -1.79071e+07 nChanged 15712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144058 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -17922178.000000 Penalty: 3907.671143
	Iteration 6F: 3 clusters Score -1.792218e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -17933740.000000 Penalty: 3907.671143
	Iteration 7F: 3 clusters Score -1.793374e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -17938888.000000 Penalty: 3907.671143
	Iteration 8Q: 3 clusters Score -1.793889e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17940302.000000 Penalty: 3907.671143
	Iteration 9Q: 3 clusters Score -1.79403e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17940608.000000 Penalty: 3907.671143
	Iteration 10Q: 3 clusters Score -1.794061e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17940716.000000 Penalty: 3907.671143
	Iteration 11Q: 3 clusters Score -1.794072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17940768.000000 Penalty: 3907.671143
	Iteration 12Q: 3 clusters Score -1.794077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17940816.000000 Penalty: 3907.671143
	Iteration 13Q: 3 clusters Score -1.794082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17940836.000000 Penalty: 3907.671143
	Iteration 14Q: 3 clusters Score -1.794084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17940848.000000 Penalty: 3907.671143
	Iteration 15Q: 3 clusters Score -1.794085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17940868.000000 Penalty: 3907.671143
	Iteration 16Q: 3 clusters Score -1.794087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17940864.000000 Penalty: 3907.671143
	Iteration 17Q: 3 clusters Score -1.794086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17940878.000000 Penalty: 3907.671143
	Iteration 18Q: 3 clusters Score -1.794088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17940878.000000 Penalty: 3907.671143
	Iteration 19Q: 3 clusters Score -1.794088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17940878.000000 Penalty: 3907.671143
	Iteration 20F: 3 clusters Score -1.794088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Entering Unmasked Estep 
Score: -7780245.000000 Penalty: 1814.610962
	Iteration 0F: 2 clusters Score -7780245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -7732761.500000 Penalty: 3629.221924
	Iteration 0F: 3 clusters Score -7732762 nChanged 33841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -7751913.500000 Penalty: 3629.221924
	Iteration 1F: 3 clusters Score -7751914 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -7752323.500000 Penalty: 3629.221924
	Iteration 2Q: 3 clusters Score -7752324 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7752741.500000 Penalty: 3629.221924
	Iteration 3Q: 3 clusters Score -7752742 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7753189.000000 Penalty: 3629.221924
	Iteration 4Q: 3 clusters Score -7753189 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7753912.000000 Penalty: 3629.221924
	Iteration 5Q: 3 clusters Score -7753912 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -7755157.000000 Penalty: 3629.221924
	Iteration 6Q: 3 clusters Score -7755157 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -7757402.500000 Penalty: 3629.221924
	Iteration 7F: 3 clusters Score -7757402 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -7761399.500000 Penalty: 3629.221924
	Iteration 8F: 3 clusters Score -7761400 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -7766654.000000 Penalty: 3629.221924
	Iteration 9F: 3 clusters Score -7766654 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -7771674.000000 Penalty: 3629.221924
	Iteration 10F: 3 clusters Score -7771674 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -7775264.500000 Penalty: 3629.221924
	Iteration 11F: 3 clusters Score -7775264 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -7777202.500000 Penalty: 3629.221924
	Iteration 12Q: 3 clusters Score -7777202 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -7778041.500000 Penalty: 3629.221924
	Iteration 13Q: 3 clusters Score -7778042 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -7778462.500000 Penalty: 3629.221924
	Iteration 14Q: 3 clusters Score -7778462 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -7778646.000000 Penalty: 3629.221924
	Iteration 15Q: 3 clusters Score -7778646 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -7778797.000000 Penalty: 3629.221924
	Iteration 16Q: 3 clusters Score -7778797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -7778865.500000 Penalty: 3629.221924
	Iteration 17Q: 3 clusters Score -7778866 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -7778932.500000 Penalty: 3629.221924
	Iteration 18Q: 3 clusters Score -7778932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -7778956.500000 Penalty: 3629.221924
	Iteration 19Q: 3 clusters Score -7778956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -7778978.500000 Penalty: 3629.221924
	Iteration 20F: 3 clusters Score -7778978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -7778975.500000 Penalty: 3629.221924
	Iteration 21Q: 3 clusters Score -7778976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -7778984.500000 Penalty: 3629.221924
	Iteration 22Q: 3 clusters Score -7778984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -7778986.000000 Penalty: 3629.221924
	Iteration 23Q: 3 clusters Score -7778986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -7778982.500000 Penalty: 3629.221924
	Iteration 24Q: 3 clusters Score -7778982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -7778990.500000 Penalty: 3629.221924
	Iteration 25Q: 3 clusters Score -7778990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -7779003.500000 Penalty: 3629.221924
	Iteration 26Q: 3 clusters Score -7779004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -7779008.000000 Penalty: 3629.221924
	Iteration 27Q: 3 clusters Score -7779008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -7779008.500000 Penalty: 3629.221924
	Iteration 28Q: 3 clusters Score -7779008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -7779022.000000 Penalty: 3629.221924
	Iteration 29Q: 3 clusters Score -7779022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -7779015.500000 Penalty: 3629.221924
	Iteration 30Q: 3 clusters Score -7779016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -7779014.500000 Penalty: 3629.221924
	Iteration 31Q: 3 clusters Score -7779014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -7779017.500000 Penalty: 3629.221924
	Iteration 32Q: 3 clusters Score -7779018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -7779011.500000 Penalty: 3629.221924
	Iteration 33Q: 3 clusters Score -7779012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -7779012.000000 Penalty: 3629.221924
	Iteration 34Q: 3 clusters Score -7779012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -7779013.000000 Penalty: 3629.221924
	Iteration 35Q: 3 clusters Score -7779013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -7779021.500000 Penalty: 3629.221924
	Iteration 36Q: 3 clusters Score -7779022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -7779021.500000 Penalty: 3629.221924
	Iteration 37Q: 3 clusters Score -7779022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -7779018.500000 Penalty: 3629.221924
	Iteration 38Q: 3 clusters Score -7779018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -7779021.000000 Penalty: 3629.221924
	Iteration 39Q: 3 clusters Score -7779021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -7779021.000000 Penalty: 3629.221924
	Iteration 40F: 3 clusters Score -7779021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124242 members 
Entering Unmasked Estep 
Score: -13596024.000000 Penalty: 1906.122803
	Iteration 0F: 2 clusters Score -1.359602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -13513198.000000 Penalty: 3812.245605
	Iteration 0F: 3 clusters Score -1.35132e+07 nChanged 59586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -13548300.000000 Penalty: 3812.245605
	Iteration 1F: 3 clusters Score -1.35483e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -13549718.000000 Penalty: 3812.245605
	Iteration 2Q: 3 clusters Score -1.354972e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -13552391.000000 Penalty: 3812.245605
	Iteration 3Q: 3 clusters Score -1.355239e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -13557352.000000 Penalty: 3812.245605
	Iteration 4F: 3 clusters Score -1.355735e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -13565101.000000 Penalty: 3812.245605
	Iteration 5F: 3 clusters Score -1.35651e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -13575918.000000 Penalty: 3812.245605
	Iteration 6F: 3 clusters Score -1.357592e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -13585616.000000 Penalty: 3812.245605
	Iteration 7F: 3 clusters Score -1.358562e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -13591162.000000 Penalty: 3812.245605
	Iteration 8Q: 3 clusters Score -1.359116e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -13593258.000000 Penalty: 3812.245605
	Iteration 9Q: 3 clusters Score -1.359326e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -13593940.000000 Penalty: 3812.245605
	Iteration 10Q: 3 clusters Score -1.359394e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 123871 members 
Entering Unmasked Estep 
Score: -13594208.000000 Penalty: 3812.245605
	Iteration 11Q: 3 clusters Score -1.359421e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -13594319.000000 Penalty: 3812.245605
	Iteration 12Q: 3 clusters Score -1.359432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -13594366.000000 Penalty: 3812.245605
	Iteration 13Q: 3 clusters Score -1.359437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -13594390.000000 Penalty: 3812.245605
	Iteration 14Q: 3 clusters Score -1.359439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 123952 members 
Entering Unmasked Estep 
Score: -13594411.000000 Penalty: 3812.245605
	Iteration 15Q: 3 clusters Score -1.359441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -13594421.000000 Penalty: 3812.245605
	Iteration 16Q: 3 clusters Score -1.359442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 123946 members 
Entering Unmasked Estep 
Score: -13594420.000000 Penalty: 3812.245605
	Iteration 17Q: 3 clusters Score -1.359442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 123946 members 
Entering Unmasked Estep 
Score: -13594417.000000 Penalty: 3812.245605
	Iteration 18Q: 3 clusters Score -1.359442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -13594418.000000 Penalty: 3812.245605
	Iteration 19Q: 3 clusters Score -1.359442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 123945 members 
Entering Unmasked Estep 
Score: -13594423.000000 Penalty: 3812.245605
	Iteration 20F: 3 clusters Score -1.359442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -13594417.000000 Penalty: 3812.245605
	Iteration 21Q: 3 clusters Score -1.359442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -13594424.000000 Penalty: 3812.245605
	Iteration 22Q: 3 clusters Score -1.359442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -13594424.000000 Penalty: 3812.245605
	Iteration 23F: 3 clusters Score -1.359442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -220342.828125 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -220342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218260.062500 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -218260.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218670.671875 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -218670.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -218754.046875 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -218754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218818.671875 Penalty: 2472.721680
	Iteration 3Q: 3 clusters Score -218818.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -218858.000000 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -218858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -218874.046875 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -218874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218883.046875 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -218883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -218888.156250 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -218888.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218895.937500 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -218895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -218900.765625 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -218900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -218908.453125 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -218908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -218913.765625 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -218913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -218920.125000 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -218920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -218922.890625 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -218922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218924.687500 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -218924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -218926.406250 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -218926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218926.953125 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -218927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218926.953125 Penalty: 2472.721680
	Iteration 17F: 3 clusters Score -218927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -292410.031250 Penalty: 1289.300293
	Iteration 0F: 2 clusters Score -292410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289812.187500 Penalty: 2578.600586
	Iteration 0F: 3 clusters Score -289812.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -290425.468750 Penalty: 2578.600586
	Iteration 1F: 3 clusters Score -290425.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290545.781250 Penalty: 2578.600586
	Iteration 2F: 3 clusters Score -290545.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290614.437500 Penalty: 2578.600586
	Iteration 3Q: 3 clusters Score -290614.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290667.218750 Penalty: 2578.600586
	Iteration 4Q: 3 clusters Score -290667.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -290700.906250 Penalty: 2578.600586
	Iteration 5Q: 3 clusters Score -290700.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -290732.593750 Penalty: 2578.600586
	Iteration 6Q: 3 clusters Score -290732.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -290767.781250 Penalty: 2578.600586
	Iteration 7Q: 3 clusters Score -290767.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290808.500000 Penalty: 2578.600586
	Iteration 8Q: 3 clusters Score -290808.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -290847.562500 Penalty: 2578.600586
	Iteration 9Q: 3 clusters Score -290847.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -290891.218750 Penalty: 2578.600586
	Iteration 10Q: 3 clusters Score -290891.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -290924.687500 Penalty: 2578.600586
	Iteration 11Q: 3 clusters Score -290924.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290949.343750 Penalty: 2578.600586
	Iteration 12Q: 3 clusters Score -290949.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -290969.875000 Penalty: 2578.600586
	Iteration 13Q: 3 clusters Score -290969.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -290989.125000 Penalty: 2578.600586
	Iteration 14Q: 3 clusters Score -290989.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -291005.625000 Penalty: 2578.600586
	Iteration 15Q: 3 clusters Score -291005.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -291021.656250 Penalty: 2578.600586
	Iteration 16Q: 3 clusters Score -291021.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -291039.468750 Penalty: 2578.600586
	Iteration 17Q: 3 clusters Score -291039.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -291050.406250 Penalty: 2578.600586
	Iteration 18Q: 3 clusters Score -291050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -291054.625000 Penalty: 2578.600586
	Iteration 19Q: 3 clusters Score -291054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -291058.000000 Penalty: 2578.600586
	Iteration 20F: 3 clusters Score -291058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -291062.812500 Penalty: 2578.600586
	Iteration 21Q: 3 clusters Score -291062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -291066.968750 Penalty: 2578.600586
	Iteration 22Q: 3 clusters Score -291067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -291070.250000 Penalty: 2578.600586
	Iteration 23Q: 3 clusters Score -291070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -291075.437500 Penalty: 2578.600586
	Iteration 24Q: 3 clusters Score -291075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -291082.781250 Penalty: 2578.600586
	Iteration 25Q: 3 clusters Score -291082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -291093.500000 Penalty: 2578.600586
	Iteration 26Q: 3 clusters Score -291093.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -291105.718750 Penalty: 2578.600586
	Iteration 27Q: 3 clusters Score -291105.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -291116.375000 Penalty: 2578.600586
	Iteration 28Q: 3 clusters Score -291116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -291126.968750 Penalty: 2578.600586
	Iteration 29Q: 3 clusters Score -291127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -291143.656250 Penalty: 2578.600586
	Iteration 30Q: 3 clusters Score -291143.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -291159.218750 Penalty: 2578.600586
	Iteration 31Q: 3 clusters Score -291159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -291172.375000 Penalty: 2578.600586
	Iteration 32Q: 3 clusters Score -291172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -291184.312500 Penalty: 2578.600586
	Iteration 33Q: 3 clusters Score -291184.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -291191.906250 Penalty: 2578.600586
	Iteration 34Q: 3 clusters Score -291191.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -291199.093750 Penalty: 2578.600586
	Iteration 35Q: 3 clusters Score -291199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -291203.281250 Penalty: 2578.600586
	Iteration 36Q: 3 clusters Score -291203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -291207.375000 Penalty: 2578.600586
	Iteration 37Q: 3 clusters Score -291207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -291211.656250 Penalty: 2578.600586
	Iteration 38Q: 3 clusters Score -291211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -291218.156250 Penalty: 2578.600586
	Iteration 39Q: 3 clusters Score -291218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -291221.625000 Penalty: 2578.600586
	Iteration 40F: 3 clusters Score -291221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -291224.468750 Penalty: 2578.600586
	Iteration 41Q: 3 clusters Score -291224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -291226.312500 Penalty: 2578.600586
	Iteration 42Q: 3 clusters Score -291226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -291227.500000 Penalty: 2578.600586
	Iteration 43Q: 3 clusters Score -291227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -291227.968750 Penalty: 2578.600586
	Iteration 44Q: 3 clusters Score -291228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -291227.968750 Penalty: 2578.600586
	Iteration 45F: 3 clusters Score -291228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -134316.937500 Penalty: 1156.414062
	Iteration 0F: 2 clusters Score -134316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132690.656250 Penalty: 2312.828125
	Iteration 0F: 3 clusters Score -132690.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132978.078125 Penalty: 2312.828125
	Iteration 1F: 3 clusters Score -132978.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133052.531250 Penalty: 2312.828125
	Iteration 2F: 3 clusters Score -133052.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133103.171875 Penalty: 2312.828125
	Iteration 3Q: 3 clusters Score -133103.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133127.671875 Penalty: 2312.828125
	Iteration 4Q: 3 clusters Score -133127.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133151.859375 Penalty: 2312.828125
	Iteration 5Q: 3 clusters Score -133151.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133170.484375 Penalty: 2312.828125
	Iteration 6Q: 3 clusters Score -133170.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133178.796875 Penalty: 2312.828125
	Iteration 7Q: 3 clusters Score -133178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133184.843750 Penalty: 2312.828125
	Iteration 8Q: 3 clusters Score -133184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133190.390625 Penalty: 2312.828125
	Iteration 9Q: 3 clusters Score -133190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133193.625000 Penalty: 2312.828125
	Iteration 10Q: 3 clusters Score -133193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133194.968750 Penalty: 2312.828125
	Iteration 11Q: 3 clusters Score -133195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133194.968750 Penalty: 2312.828125
	Iteration 12F: 3 clusters Score -133195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -156365.687500 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -156365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -154654.218750 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -154654.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154959.906250 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -154959.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155040.984375 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -155041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155080.281250 Penalty: 2361.945801
	Iteration 3Q: 3 clusters Score -155080.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155106.687500 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -155106.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155118.515625 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -155118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155126.156250 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -155126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155132.437500 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -155132.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155141.359375 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -155141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155152.296875 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -155152.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -155164.187500 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -155164.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155171.609375 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -155171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155179.750000 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -155179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -155185.078125 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -155185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155190.203125 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -155190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155191.312500 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -155191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155194.046875 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -155194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155194.046875 Penalty: 2361.945801
	Iteration 17F: 3 clusters Score -155194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Entering Unmasked Estep 
Score: -1590249.125000 Penalty: 1555.629883
	Iteration 0F: 2 clusters Score -1590249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1580365.125000 Penalty: 3111.259766
	Iteration 0F: 3 clusters Score -1580365 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1583774.750000 Penalty: 3111.259766
	Iteration 1F: 3 clusters Score -1583775 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1584134.000000 Penalty: 3111.259766
	Iteration 2F: 3 clusters Score -1584134 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1584521.000000 Penalty: 3111.259766
	Iteration 3F: 3 clusters Score -1584521 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1584946.875000 Penalty: 3111.259766
	Iteration 4F: 3 clusters Score -1584947 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1585436.125000 Penalty: 3111.259766
	Iteration 5F: 3 clusters Score -1585436 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1586071.500000 Penalty: 3111.259766
	Iteration 6F: 3 clusters Score -1586072 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1586781.625000 Penalty: 3111.259766
	Iteration 7F: 3 clusters Score -1586782 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1587395.375000 Penalty: 3111.259766
	Iteration 8F: 3 clusters Score -1587395 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1587873.125000 Penalty: 3111.259766
	Iteration 9Q: 3 clusters Score -1587873 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1588223.000000 Penalty: 3111.259766
	Iteration 10Q: 3 clusters Score -1588223 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1588485.875000 Penalty: 3111.259766
	Iteration 11Q: 3 clusters Score -1588486 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1588627.250000 Penalty: 3111.259766
	Iteration 12Q: 3 clusters Score -1588627 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1588721.125000 Penalty: 3111.259766
	Iteration 13Q: 3 clusters Score -1588721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1588774.875000 Penalty: 3111.259766
	Iteration 14Q: 3 clusters Score -1588775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1588807.250000 Penalty: 3111.259766
	Iteration 15Q: 3 clusters Score -1588807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1588831.000000 Penalty: 3111.259766
	Iteration 16Q: 3 clusters Score -1588831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1588851.250000 Penalty: 3111.259766
	Iteration 17Q: 3 clusters Score -1588851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1588865.875000 Penalty: 3111.259766
	Iteration 18Q: 3 clusters Score -1588866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1588879.875000 Penalty: 3111.259766
	Iteration 19Q: 3 clusters Score -1588880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1588883.875000 Penalty: 3111.259766
	Iteration 20F: 3 clusters Score -1588884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1588886.750000 Penalty: 3111.259766
	Iteration 21Q: 3 clusters Score -1588887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1588890.000000 Penalty: 3111.259766
	Iteration 22Q: 3 clusters Score -1588890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1588892.500000 Penalty: 3111.259766
	Iteration 23Q: 3 clusters Score -1588892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1588893.750000 Penalty: 3111.259766
	Iteration 24Q: 3 clusters Score -1588894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1588892.625000 Penalty: 3111.259766
	Iteration 25Q: 3 clusters Score -1588893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1588892.625000 Penalty: 3111.259766
	Iteration 26F: 3 clusters Score -1588893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -313658.812500 Penalty: 1296.308350
	Iteration 0F: 2 clusters Score -313658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -311040.343750 Penalty: 2592.616699
	Iteration 0F: 3 clusters Score -311040.3 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -312093.062500 Penalty: 2592.616699
	Iteration 1F: 3 clusters Score -312093.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -312634.343750 Penalty: 2592.616699
	Iteration 2F: 3 clusters Score -312634.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -312932.437500 Penalty: 2592.616699
	Iteration 3F: 3 clusters Score -312932.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -313152.156250 Penalty: 2592.616699
	Iteration 4F: 3 clusters Score -313152.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -313305.281250 Penalty: 2592.616699
	Iteration 5Q: 3 clusters Score -313305.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -313427.312500 Penalty: 2592.616699
	Iteration 6Q: 3 clusters Score -313427.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -313504.718750 Penalty: 2592.616699
	Iteration 7Q: 3 clusters Score -313504.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -313565.468750 Penalty: 2592.616699
	Iteration 8Q: 3 clusters Score -313565.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -313608.875000 Penalty: 2592.616699
	Iteration 9Q: 3 clusters Score -313608.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -313636.343750 Penalty: 2592.616699
	Iteration 10Q: 3 clusters Score -313636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -313651.812500 Penalty: 2592.616699
	Iteration 11Q: 3 clusters Score -313651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -313668.250000 Penalty: 2592.616699
	Iteration 12Q: 3 clusters Score -313668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -313673.875000 Penalty: 2592.616699
	Iteration 13Q: 3 clusters Score -313673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -313676.625000 Penalty: 2592.616699
	Iteration 14Q: 3 clusters Score -313676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -313681.718750 Penalty: 2592.616699
	Iteration 15Q: 3 clusters Score -313681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -313686.187500 Penalty: 2592.616699
	Iteration 16Q: 3 clusters Score -313686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -313693.937500 Penalty: 2592.616699
	Iteration 17Q: 3 clusters Score -313693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -313699.406250 Penalty: 2592.616699
	Iteration 18Q: 3 clusters Score -313699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -313701.250000 Penalty: 2592.616699
	Iteration 19Q: 3 clusters Score -313701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -313703.281250 Penalty: 2592.616699
	Iteration 20F: 3 clusters Score -313703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -313703.531250 Penalty: 2592.616699
	Iteration 21Q: 3 clusters Score -313703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -313703.531250 Penalty: 2592.616699
	Iteration 22F: 3 clusters Score -313703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 166642 members 
Mstep: Class 4 contains 70745 members 
Mstep: Class 5 contains 124242 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 155661 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 16 contains 314 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 64135 members 
Mstep: Class 19 contains 129476 members 
Mstep: Class 21 contains 40604 members 
Entering Unmasked Estep 
Score: -98864128.000000 Penalty: 44658.785156
Splitting cluster 11 changes total score from -98865080.000000 to -98864128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Entering Unmasked Estep 
Score: -1224480.000000 Penalty: 1513.887451
	Iteration 0F: 2 clusters Score -1224480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1216467.500000 Penalty: 3027.774902
	Iteration 0F: 3 clusters Score -1216468 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1219175.625000 Penalty: 3027.774902
	Iteration 1F: 3 clusters Score -1219176 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1219403.000000 Penalty: 3027.774902
	Iteration 2F: 3 clusters Score -1219403 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1219619.500000 Penalty: 3027.774902
	Iteration 3Q: 3 clusters Score -1219620 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1219821.500000 Penalty: 3027.774902
	Iteration 4Q: 3 clusters Score -1219822 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1220048.500000 Penalty: 3027.774902
	Iteration 5Q: 3 clusters Score -1220048 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1220313.125000 Penalty: 3027.774902
	Iteration 6Q: 3 clusters Score -1220313 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1220632.375000 Penalty: 3027.774902
	Iteration 7Q: 3 clusters Score -1220632 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1220984.500000 Penalty: 3027.774902
	Iteration 8F: 3 clusters Score -1220984 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1221345.500000 Penalty: 3027.774902
	Iteration 9F: 3 clusters Score -1221346 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1221664.125000 Penalty: 3027.774902
	Iteration 10Q: 3 clusters Score -1221664 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1221906.250000 Penalty: 3027.774902
	Iteration 11Q: 3 clusters Score -1221906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1222076.000000 Penalty: 3027.774902
	Iteration 12Q: 3 clusters Score -1222076 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1222204.000000 Penalty: 3027.774902
	Iteration 13Q: 3 clusters Score -1222204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1222297.625000 Penalty: 3027.774902
	Iteration 14Q: 3 clusters Score -1222298 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1222425.375000 Penalty: 3027.774902
	Iteration 15Q: 3 clusters Score -1222425 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1222559.750000 Penalty: 3027.774902
	Iteration 16Q: 3 clusters Score -1222560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1222661.625000 Penalty: 3027.774902
	Iteration 17Q: 3 clusters Score -1222662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1222732.375000 Penalty: 3027.774902
	Iteration 18Q: 3 clusters Score -1222732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1222804.375000 Penalty: 3027.774902
	Iteration 19Q: 3 clusters Score -1222804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1222860.625000 Penalty: 3027.774902
	Iteration 20F: 3 clusters Score -1222861 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1222903.500000 Penalty: 3027.774902
	Iteration 21Q: 3 clusters Score -1222904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1222950.875000 Penalty: 3027.774902
	Iteration 22Q: 3 clusters Score -1222951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1222991.500000 Penalty: 3027.774902
	Iteration 23Q: 3 clusters Score -1222992 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1223026.500000 Penalty: 3027.774902
	Iteration 24Q: 3 clusters Score -1223026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1223059.250000 Penalty: 3027.774902
	Iteration 25Q: 3 clusters Score -1223059 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1223084.875000 Penalty: 3027.774902
	Iteration 26Q: 3 clusters Score -1223085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1223112.375000 Penalty: 3027.774902
	Iteration 27Q: 3 clusters Score -1223112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1223133.000000 Penalty: 3027.774902
	Iteration 28Q: 3 clusters Score -1223133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1223148.625000 Penalty: 3027.774902
	Iteration 29Q: 3 clusters Score -1223149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1223165.875000 Penalty: 3027.774902
	Iteration 30Q: 3 clusters Score -1223166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1223180.500000 Penalty: 3027.774902
	Iteration 31Q: 3 clusters Score -1223180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1223198.125000 Penalty: 3027.774902
	Iteration 32Q: 3 clusters Score -1223198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1223210.250000 Penalty: 3027.774902
	Iteration 33Q: 3 clusters Score -1223210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1223220.625000 Penalty: 3027.774902
	Iteration 34Q: 3 clusters Score -1223221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1223229.750000 Penalty: 3027.774902
	Iteration 35Q: 3 clusters Score -1223230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1223240.250000 Penalty: 3027.774902
	Iteration 36Q: 3 clusters Score -1223240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1223252.500000 Penalty: 3027.774902
	Iteration 37Q: 3 clusters Score -1223252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1223267.750000 Penalty: 3027.774902
	Iteration 38Q: 3 clusters Score -1223268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1223273.375000 Penalty: 3027.774902
	Iteration 39Q: 3 clusters Score -1223273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1223285.375000 Penalty: 3027.774902
	Iteration 40F: 3 clusters Score -1223285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1223296.875000 Penalty: 3027.774902
	Iteration 41Q: 3 clusters Score -1223297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1223302.375000 Penalty: 3027.774902
	Iteration 42Q: 3 clusters Score -1223302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1223312.250000 Penalty: 3027.774902
	Iteration 43Q: 3 clusters Score -1223312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1223322.625000 Penalty: 3027.774902
	Iteration 44Q: 3 clusters Score -1223323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1223333.375000 Penalty: 3027.774902
	Iteration 45Q: 3 clusters Score -1223333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1223339.500000 Penalty: 3027.774902
	Iteration 46Q: 3 clusters Score -1223340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1223349.000000 Penalty: 3027.774902
	Iteration 47Q: 3 clusters Score -1223349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1223350.250000 Penalty: 3027.774902
	Iteration 48Q: 3 clusters Score -1223350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1223354.250000 Penalty: 3027.774902
	Iteration 49Q: 3 clusters Score -1223354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1223357.375000 Penalty: 3027.774902
	Iteration 50Q: 3 clusters Score -1223357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1223358.000000 Penalty: 3027.774902
	Iteration 51Q: 3 clusters Score -1223358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1223357.500000 Penalty: 3027.774902
	Iteration 52Q: 3 clusters Score -1223358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1223362.875000 Penalty: 3027.774902
	Iteration 53Q: 3 clusters Score -1223363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1223362.000000 Penalty: 3027.774902
	Iteration 54Q: 3 clusters Score -1223362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1223362.125000 Penalty: 3027.774902
	Iteration 55Q: 3 clusters Score -1223362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1223362.875000 Penalty: 3027.774902
	Iteration 56Q: 3 clusters Score -1223363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1223362.875000 Penalty: 3027.774902
	Iteration 57F: 3 clusters Score -1223363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Entering Unmasked Estep 
Score: -3257441.250000 Penalty: 1672.644287
	Iteration 0F: 2 clusters Score -3257441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3237593.000000 Penalty: 3345.288574
	Iteration 0F: 3 clusters Score -3237593 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3244924.500000 Penalty: 3345.288574
	Iteration 1F: 3 clusters Score -3244924 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3245411.750000 Penalty: 3345.288574
	Iteration 2Q: 3 clusters Score -3245412 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3245908.750000 Penalty: 3345.288574
	Iteration 3Q: 3 clusters Score -3245909 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3246433.750000 Penalty: 3345.288574
	Iteration 4Q: 3 clusters Score -3246434 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3247138.250000 Penalty: 3345.288574
	Iteration 5Q: 3 clusters Score -3247138 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3248092.750000 Penalty: 3345.288574
	Iteration 6F: 3 clusters Score -3248093 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3249267.750000 Penalty: 3345.288574
	Iteration 7F: 3 clusters Score -3249268 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3250406.750000 Penalty: 3345.288574
	Iteration 8F: 3 clusters Score -3250407 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3251378.000000 Penalty: 3345.288574
	Iteration 9F: 3 clusters Score -3251378 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3251961.500000 Penalty: 3345.288574
	Iteration 10Q: 3 clusters Score -3251962 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3252309.750000 Penalty: 3345.288574
	Iteration 11Q: 3 clusters Score -3252310 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3252526.500000 Penalty: 3345.288574
	Iteration 12Q: 3 clusters Score -3252526 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3252708.000000 Penalty: 3345.288574
	Iteration 13Q: 3 clusters Score -3252708 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3252886.000000 Penalty: 3345.288574
	Iteration 14Q: 3 clusters Score -3252886 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3253113.750000 Penalty: 3345.288574
	Iteration 15Q: 3 clusters Score -3253114 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3253334.000000 Penalty: 3345.288574
	Iteration 16Q: 3 clusters Score -3253334 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3253544.250000 Penalty: 3345.288574
	Iteration 17Q: 3 clusters Score -3253544 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3253757.250000 Penalty: 3345.288574
	Iteration 18Q: 3 clusters Score -3253757 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3253986.000000 Penalty: 3345.288574
	Iteration 19Q: 3 clusters Score -3253986 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3254204.000000 Penalty: 3345.288574
	Iteration 20F: 3 clusters Score -3254204 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3254375.000000 Penalty: 3345.288574
	Iteration 21Q: 3 clusters Score -3254375 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3254537.250000 Penalty: 3345.288574
	Iteration 22Q: 3 clusters Score -3254537 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3254701.500000 Penalty: 3345.288574
	Iteration 23Q: 3 clusters Score -3254702 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3254854.250000 Penalty: 3345.288574
	Iteration 24Q: 3 clusters Score -3254854 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3255004.250000 Penalty: 3345.288574
	Iteration 25Q: 3 clusters Score -3255004 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3255158.000000 Penalty: 3345.288574
	Iteration 26Q: 3 clusters Score -3255158 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3255306.250000 Penalty: 3345.288574
	Iteration 27Q: 3 clusters Score -3255306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3255458.000000 Penalty: 3345.288574
	Iteration 28Q: 3 clusters Score -3255458 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3255569.250000 Penalty: 3345.288574
	Iteration 29Q: 3 clusters Score -3255569 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3255661.000000 Penalty: 3345.288574
	Iteration 30Q: 3 clusters Score -3255661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3255726.250000 Penalty: 3345.288574
	Iteration 31Q: 3 clusters Score -3255726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3255790.750000 Penalty: 3345.288574
	Iteration 32Q: 3 clusters Score -3255791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3255830.750000 Penalty: 3345.288574
	Iteration 33Q: 3 clusters Score -3255831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3255860.750000 Penalty: 3345.288574
	Iteration 34Q: 3 clusters Score -3255861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3255889.250000 Penalty: 3345.288574
	Iteration 35Q: 3 clusters Score -3255889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3255910.500000 Penalty: 3345.288574
	Iteration 36Q: 3 clusters Score -3255910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3255932.250000 Penalty: 3345.288574
	Iteration 37Q: 3 clusters Score -3255932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3255948.000000 Penalty: 3345.288574
	Iteration 38Q: 3 clusters Score -3255948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3255955.750000 Penalty: 3345.288574
	Iteration 39Q: 3 clusters Score -3255956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3255966.250000 Penalty: 3345.288574
	Iteration 40F: 3 clusters Score -3255966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3255975.500000 Penalty: 3345.288574
	Iteration 41Q: 3 clusters Score -3255976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3255979.250000 Penalty: 3345.288574
	Iteration 42Q: 3 clusters Score -3255979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3255986.500000 Penalty: 3345.288574
	Iteration 43Q: 3 clusters Score -3255986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3255996.750000 Penalty: 3345.288574
	Iteration 44Q: 3 clusters Score -3255997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3256005.000000 Penalty: 3345.288574
	Iteration 45Q: 3 clusters Score -3256005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3256012.500000 Penalty: 3345.288574
	Iteration 46Q: 3 clusters Score -3256012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3256014.250000 Penalty: 3345.288574
	Iteration 47Q: 3 clusters Score -3256014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3256014.250000 Penalty: 3345.288574
	Iteration 48F: 3 clusters Score -3256014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Entering Unmasked Estep 
Score: -16823056.000000 Penalty: 1942.758301
	Iteration 0F: 2 clusters Score -1.682306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -16720219.000000 Penalty: 3885.516602
	Iteration 0F: 3 clusters Score -1.672022e+07 nChanged 74970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -16764459.000000 Penalty: 3885.516602
	Iteration 1F: 3 clusters Score -1.676446e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -16765502.000000 Penalty: 3885.516602
	Iteration 2Q: 3 clusters Score -1.67655e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -16767107.000000 Penalty: 3885.516602
	Iteration 3Q: 3 clusters Score -1.676711e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -16769729.000000 Penalty: 3885.516602
	Iteration 4Q: 3 clusters Score -1.676973e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -16773976.000000 Penalty: 3885.516602
	Iteration 5F: 3 clusters Score -1.677398e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -16780524.000000 Penalty: 3885.516602
	Iteration 6F: 3 clusters Score -1.678052e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -16789410.000000 Penalty: 3885.516602
	Iteration 7F: 3 clusters Score -1.678941e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -16799366.000000 Penalty: 3885.516602
	Iteration 8F: 3 clusters Score -1.679937e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -16807728.000000 Penalty: 3885.516602
	Iteration 9F: 3 clusters Score -1.680773e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -16813182.000000 Penalty: 3885.516602
	Iteration 10Q: 3 clusters Score -1.681318e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 136900 members 
Entering Unmasked Estep 
Score: -16816118.000000 Penalty: 3885.516602
	Iteration 11Q: 3 clusters Score -1.681612e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -16817638.000000 Penalty: 3885.516602
	Iteration 12Q: 3 clusters Score -1.681764e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -16818594.000000 Penalty: 3885.516602
	Iteration 13Q: 3 clusters Score -1.681859e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 141720 members 
Entering Unmasked Estep 
Score: -16819222.000000 Penalty: 3885.516602
	Iteration 14Q: 3 clusters Score -1.681922e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -16819724.000000 Penalty: 3885.516602
	Iteration 15Q: 3 clusters Score -1.681972e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -16820098.000000 Penalty: 3885.516602
	Iteration 16Q: 3 clusters Score -1.68201e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 145973 members 
Entering Unmasked Estep 
Score: -16820484.000000 Penalty: 3885.516602
	Iteration 17Q: 3 clusters Score -1.682048e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -16820736.000000 Penalty: 3885.516602
	Iteration 18Q: 3 clusters Score -1.682074e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -16821010.000000 Penalty: 3885.516602
	Iteration 19Q: 3 clusters Score -1.682101e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -16821158.000000 Penalty: 3885.516602
	Iteration 20F: 3 clusters Score -1.682116e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 150067 members 
Entering Unmasked Estep 
Score: -16821324.000000 Penalty: 3885.516602
	Iteration 21Q: 3 clusters Score -1.682132e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 150816 members 
Entering Unmasked Estep 
Score: -16821476.000000 Penalty: 3885.516602
	Iteration 22Q: 3 clusters Score -1.682148e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 151442 members 
Entering Unmasked Estep 
Score: -16821562.000000 Penalty: 3885.516602
	Iteration 23Q: 3 clusters Score -1.682156e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -16821594.000000 Penalty: 3885.516602
	Iteration 24Q: 3 clusters Score -1.682159e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -16821608.000000 Penalty: 3885.516602
	Iteration 25Q: 3 clusters Score -1.682161e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -16821616.000000 Penalty: 3885.516602
	Iteration 26Q: 3 clusters Score -1.682162e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -16821630.000000 Penalty: 3885.516602
	Iteration 27Q: 3 clusters Score -1.682163e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 153383 members 
Entering Unmasked Estep 
Score: -16821598.000000 Penalty: 3885.516602
	Iteration 28Q: 3 clusters Score -1.68216e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -16821664.000000 Penalty: 3885.516602
	Iteration 29Q: 3 clusters Score -1.682166e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 153812 members 
Entering Unmasked Estep 
Score: -16821686.000000 Penalty: 3885.516602
	Iteration 30Q: 3 clusters Score -1.682169e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 153976 members 
Entering Unmasked Estep 
Score: -16821748.000000 Penalty: 3885.516602
	Iteration 31Q: 3 clusters Score -1.682175e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -16821758.000000 Penalty: 3885.516602
	Iteration 32Q: 3 clusters Score -1.682176e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -16821750.000000 Penalty: 3885.516602
	Iteration 33Q: 3 clusters Score -1.682175e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -16821756.000000 Penalty: 3885.516602
	Iteration 34Q: 3 clusters Score -1.682176e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -16821724.000000 Penalty: 3885.516602
	Iteration 35Q: 3 clusters Score -1.682172e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -16821718.000000 Penalty: 3885.516602
	Iteration 36Q: 3 clusters Score -1.682172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -16821726.000000 Penalty: 3885.516602
	Iteration 37Q: 3 clusters Score -1.682173e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -16821706.000000 Penalty: 3885.516602
	Iteration 38Q: 3 clusters Score -1.682171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -16821700.000000 Penalty: 3885.516602
	Iteration 39Q: 3 clusters Score -1.68217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -16821728.000000 Penalty: 3885.516602
	Iteration 40F: 3 clusters Score -1.682173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -16821732.000000 Penalty: 3885.516602
	Iteration 41Q: 3 clusters Score -1.682173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -16821720.000000 Penalty: 3885.516602
	Iteration 42Q: 3 clusters Score -1.682172e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -16821718.000000 Penalty: 3885.516602
	Iteration 43Q: 3 clusters Score -1.682172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 154741 members 
Entering Unmasked Estep 
Score: -16821728.000000 Penalty: 3885.516602
	Iteration 44Q: 3 clusters Score -1.682173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -16821722.000000 Penalty: 3885.516602
	Iteration 45Q: 3 clusters Score -1.682172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -16821714.000000 Penalty: 3885.516602
	Iteration 46Q: 3 clusters Score -1.682171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -16821720.000000 Penalty: 3885.516602
	Iteration 47Q: 3 clusters Score -1.682172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 154789 members 
Entering Unmasked Estep 
Score: -16821714.000000 Penalty: 3885.516602
	Iteration 48Q: 3 clusters Score -1.682171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -16821716.000000 Penalty: 3885.516602
	Iteration 49Q: 3 clusters Score -1.682172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -16821712.000000 Penalty: 3885.516602
	Iteration 50Q: 3 clusters Score -1.682171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -16821712.000000 Penalty: 3885.516602
	Iteration 51Q: 3 clusters Score -1.682171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -16821712.000000 Penalty: 3885.516602
	Iteration 52Q: 3 clusters Score -1.682171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -16821706.000000 Penalty: 3885.516602
	Iteration 53Q: 3 clusters Score -1.682171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 154804 members 
Entering Unmasked Estep 
Score: -16821704.000000 Penalty: 3885.516602
	Iteration 54Q: 3 clusters Score -1.68217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -16821692.000000 Penalty: 3885.516602
	Iteration 55Q: 3 clusters Score -1.682169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -16821686.000000 Penalty: 3885.516602
	Iteration 56Q: 3 clusters Score -1.682169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -16821698.000000 Penalty: 3885.516602
	Iteration 57Q: 3 clusters Score -1.68217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -16821698.000000 Penalty: 3885.516602
	Iteration 58Q: 3 clusters Score -1.68217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -16821698.000000 Penalty: 3885.516602
	Iteration 59F: 3 clusters Score -1.68217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Entering Unmasked Estep 
Score: -3390207.500000 Penalty: 1679.644897
	Iteration 0F: 2 clusters Score -3390208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3369518.500000 Penalty: 3359.289795
	Iteration 0F: 3 clusters Score -3369518 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3377249.000000 Penalty: 3359.289795
	Iteration 1F: 3 clusters Score -3377249 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3377577.500000 Penalty: 3359.289795
	Iteration 2Q: 3 clusters Score -3377578 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3377906.250000 Penalty: 3359.289795
	Iteration 3Q: 3 clusters Score -3377906 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3378214.750000 Penalty: 3359.289795
	Iteration 4Q: 3 clusters Score -3378215 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3378528.000000 Penalty: 3359.289795
	Iteration 5Q: 3 clusters Score -3378528 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3378881.000000 Penalty: 3359.289795
	Iteration 6Q: 3 clusters Score -3378881 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3379248.000000 Penalty: 3359.289795
	Iteration 7Q: 3 clusters Score -3379248 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3379699.250000 Penalty: 3359.289795
	Iteration 8Q: 3 clusters Score -3379699 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3380268.000000 Penalty: 3359.289795
	Iteration 9Q: 3 clusters Score -3380268 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3380961.750000 Penalty: 3359.289795
	Iteration 10Q: 3 clusters Score -3380962 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3381825.250000 Penalty: 3359.289795
	Iteration 11Q: 3 clusters Score -3381825 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3382774.750000 Penalty: 3359.289795
	Iteration 12Q: 3 clusters Score -3382775 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3383709.250000 Penalty: 3359.289795
	Iteration 13Q: 3 clusters Score -3383709 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3384563.250000 Penalty: 3359.289795
	Iteration 14Q: 3 clusters Score -3384563 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3385219.750000 Penalty: 3359.289795
	Iteration 15Q: 3 clusters Score -3385220 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3385735.250000 Penalty: 3359.289795
	Iteration 16Q: 3 clusters Score -3385735 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3386140.250000 Penalty: 3359.289795
	Iteration 17Q: 3 clusters Score -3386140 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3386499.250000 Penalty: 3359.289795
	Iteration 18Q: 3 clusters Score -3386499 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3386872.750000 Penalty: 3359.289795
	Iteration 19Q: 3 clusters Score -3386873 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3387193.250000 Penalty: 3359.289795
	Iteration 20F: 3 clusters Score -3387193 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3387462.750000 Penalty: 3359.289795
	Iteration 21Q: 3 clusters Score -3387463 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3387678.000000 Penalty: 3359.289795
	Iteration 22Q: 3 clusters Score -3387678 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3387831.500000 Penalty: 3359.289795
	Iteration 23Q: 3 clusters Score -3387832 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3387977.250000 Penalty: 3359.289795
	Iteration 24Q: 3 clusters Score -3387977 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3388074.750000 Penalty: 3359.289795
	Iteration 25Q: 3 clusters Score -3388075 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3388151.500000 Penalty: 3359.289795
	Iteration 26Q: 3 clusters Score -3388152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3388227.500000 Penalty: 3359.289795
	Iteration 27Q: 3 clusters Score -3388228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3388269.250000 Penalty: 3359.289795
	Iteration 28Q: 3 clusters Score -3388269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3388315.750000 Penalty: 3359.289795
	Iteration 29Q: 3 clusters Score -3388316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3388345.500000 Penalty: 3359.289795
	Iteration 30Q: 3 clusters Score -3388346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3388382.250000 Penalty: 3359.289795
	Iteration 31Q: 3 clusters Score -3388382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3388403.750000 Penalty: 3359.289795
	Iteration 32Q: 3 clusters Score -3388404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3388413.000000 Penalty: 3359.289795
	Iteration 33Q: 3 clusters Score -3388413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3388426.750000 Penalty: 3359.289795
	Iteration 34Q: 3 clusters Score -3388427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3388453.500000 Penalty: 3359.289795
	Iteration 35Q: 3 clusters Score -3388454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3388471.000000 Penalty: 3359.289795
	Iteration 36Q: 3 clusters Score -3388471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3388476.250000 Penalty: 3359.289795
	Iteration 37Q: 3 clusters Score -3388476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3388483.500000 Penalty: 3359.289795
	Iteration 38Q: 3 clusters Score -3388484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3388495.500000 Penalty: 3359.289795
	Iteration 39Q: 3 clusters Score -3388496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3388500.750000 Penalty: 3359.289795
	Iteration 40F: 3 clusters Score -3388501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3388510.750000 Penalty: 3359.289795
	Iteration 41Q: 3 clusters Score -3388511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3388513.250000 Penalty: 3359.289795
	Iteration 42Q: 3 clusters Score -3388513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3388517.250000 Penalty: 3359.289795
	Iteration 43Q: 3 clusters Score -3388517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3388524.250000 Penalty: 3359.289795
	Iteration 44Q: 3 clusters Score -3388524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3388527.750000 Penalty: 3359.289795
	Iteration 45Q: 3 clusters Score -3388528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3388528.250000 Penalty: 3359.289795
	Iteration 46Q: 3 clusters Score -3388528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3388533.250000 Penalty: 3359.289795
	Iteration 47Q: 3 clusters Score -3388533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3388530.750000 Penalty: 3359.289795
	Iteration 48Q: 3 clusters Score -3388531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3388542.750000 Penalty: 3359.289795
	Iteration 49Q: 3 clusters Score -3388543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3388548.500000 Penalty: 3359.289795
	Iteration 50Q: 3 clusters Score -3388548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3388553.500000 Penalty: 3359.289795
	Iteration 51Q: 3 clusters Score -3388554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3388558.750000 Penalty: 3359.289795
	Iteration 52Q: 3 clusters Score -3388559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3388556.750000 Penalty: 3359.289795
	Iteration 53Q: 3 clusters Score -3388557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3388565.250000 Penalty: 3359.289795
	Iteration 54Q: 3 clusters Score -3388565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3388562.250000 Penalty: 3359.289795
	Iteration 55Q: 3 clusters Score -3388562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3388569.500000 Penalty: 3359.289795
	Iteration 56Q: 3 clusters Score -3388570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3388575.500000 Penalty: 3359.289795
	Iteration 57Q: 3 clusters Score -3388576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3388587.000000 Penalty: 3359.289795
	Iteration 58Q: 3 clusters Score -3388587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3388584.500000 Penalty: 3359.289795
	Iteration 59Q: 3 clusters Score -3388584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3388602.500000 Penalty: 3359.289795
	Iteration 60F: 3 clusters Score -3388602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3388606.250000 Penalty: 3359.289795
	Iteration 61Q: 3 clusters Score -3388606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3388617.000000 Penalty: 3359.289795
	Iteration 62Q: 3 clusters Score -3388617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3388624.250000 Penalty: 3359.289795
	Iteration 63Q: 3 clusters Score -3388624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3388630.750000 Penalty: 3359.289795
	Iteration 64Q: 3 clusters Score -3388631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3388633.000000 Penalty: 3359.289795
	Iteration 65Q: 3 clusters Score -3388633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3388637.000000 Penalty: 3359.289795
	Iteration 66Q: 3 clusters Score -3388637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3388643.750000 Penalty: 3359.289795
	Iteration 67Q: 3 clusters Score -3388644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3388645.250000 Penalty: 3359.289795
	Iteration 68Q: 3 clusters Score -3388645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3388648.000000 Penalty: 3359.289795
	Iteration 69Q: 3 clusters Score -3388648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3388657.750000 Penalty: 3359.289795
	Iteration 70Q: 3 clusters Score -3388658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3388654.000000 Penalty: 3359.289795
	Iteration 71Q: 3 clusters Score -3388654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3388656.250000 Penalty: 3359.289795
	Iteration 72Q: 3 clusters Score -3388656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3388652.750000 Penalty: 3359.289795
	Iteration 73Q: 3 clusters Score -3388653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3388665.000000 Penalty: 3359.289795
	Iteration 74Q: 3 clusters Score -3388665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3388669.000000 Penalty: 3359.289795
	Iteration 75Q: 3 clusters Score -3388669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3388669.250000 Penalty: 3359.289795
	Iteration 76Q: 3 clusters Score -3388669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3388666.000000 Penalty: 3359.289795
	Iteration 77Q: 3 clusters Score -3388666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3388665.000000 Penalty: 3359.289795
	Iteration 78Q: 3 clusters Score -3388665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3388671.750000 Penalty: 3359.289795
	Iteration 79Q: 3 clusters Score -3388672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3388673.500000 Penalty: 3359.289795
	Iteration 80F: 3 clusters Score -3388674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3388674.500000 Penalty: 3359.289795
	Iteration 81Q: 3 clusters Score -3388674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3388675.750000 Penalty: 3359.289795
	Iteration 82Q: 3 clusters Score -3388676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3388677.500000 Penalty: 3359.289795
	Iteration 83Q: 3 clusters Score -3388678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3388679.500000 Penalty: 3359.289795
	Iteration 84Q: 3 clusters Score -3388680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3388680.000000 Penalty: 3359.289795
	Iteration 85Q: 3 clusters Score -3388680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3388682.250000 Penalty: 3359.289795
	Iteration 86Q: 3 clusters Score -3388682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3388688.000000 Penalty: 3359.289795
	Iteration 87Q: 3 clusters Score -3388688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3388686.750000 Penalty: 3359.289795
	Iteration 88Q: 3 clusters Score -3388687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3388690.000000 Penalty: 3359.289795
	Iteration 89Q: 3 clusters Score -3388690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3388688.500000 Penalty: 3359.289795
	Iteration 90Q: 3 clusters Score -3388688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3388694.000000 Penalty: 3359.289795
	Iteration 91Q: 3 clusters Score -3388694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3388694.250000 Penalty: 3359.289795
	Iteration 92Q: 3 clusters Score -3388694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3388692.750000 Penalty: 3359.289795
	Iteration 93Q: 3 clusters Score -3388693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3388694.500000 Penalty: 3359.289795
	Iteration 94Q: 3 clusters Score -3388694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3388696.000000 Penalty: 3359.289795
	Iteration 95Q: 3 clusters Score -3388696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3388697.750000 Penalty: 3359.289795
	Iteration 96Q: 3 clusters Score -3388698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3388697.750000 Penalty: 3359.289795
	Iteration 97F: 3 clusters Score -3388698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Entering Unmasked Estep 
Score: -4233598.500000 Penalty: 1715.230591
	Iteration 0F: 2 clusters Score -4233598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4207822.000000 Penalty: 3430.461182
	Iteration 0F: 3 clusters Score -4207822 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4217725.500000 Penalty: 3430.461182
	Iteration 1F: 3 clusters Score -4217726 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4218121.000000 Penalty: 3430.461182
	Iteration 2Q: 3 clusters Score -4218121 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4218542.000000 Penalty: 3430.461182
	Iteration 3Q: 3 clusters Score -4218542 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4218911.000000 Penalty: 3430.461182
	Iteration 4Q: 3 clusters Score -4218911 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4219361.000000 Penalty: 3430.461182
	Iteration 5Q: 3 clusters Score -4219361 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4219943.000000 Penalty: 3430.461182
	Iteration 6Q: 3 clusters Score -4219943 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -4220783.500000 Penalty: 3430.461182
	Iteration 7Q: 3 clusters Score -4220784 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4222053.500000 Penalty: 3430.461182
	Iteration 8F: 3 clusters Score -4222054 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4223947.000000 Penalty: 3430.461182
	Iteration 9F: 3 clusters Score -4223947 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4226398.000000 Penalty: 3430.461182
	Iteration 10F: 3 clusters Score -4226398 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4228659.000000 Penalty: 3430.461182
	Iteration 11F: 3 clusters Score -4228659 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4230255.500000 Penalty: 3430.461182
	Iteration 12Q: 3 clusters Score -4230256 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4231170.000000 Penalty: 3430.461182
	Iteration 13Q: 3 clusters Score -4231170 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4231595.000000 Penalty: 3430.461182
	Iteration 14Q: 3 clusters Score -4231595 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4231835.000000 Penalty: 3430.461182
	Iteration 15Q: 3 clusters Score -4231835 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4231939.500000 Penalty: 3430.461182
	Iteration 16Q: 3 clusters Score -4231940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4231989.000000 Penalty: 3430.461182
	Iteration 17Q: 3 clusters Score -4231989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4232024.000000 Penalty: 3430.461182
	Iteration 18Q: 3 clusters Score -4232024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4232054.500000 Penalty: 3430.461182
	Iteration 19Q: 3 clusters Score -4232054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4232074.500000 Penalty: 3430.461182
	Iteration 20F: 3 clusters Score -4232074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4232090.500000 Penalty: 3430.461182
	Iteration 21Q: 3 clusters Score -4232090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4232109.000000 Penalty: 3430.461182
	Iteration 22Q: 3 clusters Score -4232109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -4232124.500000 Penalty: 3430.461182
	Iteration 23Q: 3 clusters Score -4232124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -4232139.500000 Penalty: 3430.461182
	Iteration 24Q: 3 clusters Score -4232140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4232144.500000 Penalty: 3430.461182
	Iteration 25Q: 3 clusters Score -4232144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4232150.000000 Penalty: 3430.461182
	Iteration 26Q: 3 clusters Score -4232150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -4232152.500000 Penalty: 3430.461182
	Iteration 27Q: 3 clusters Score -4232152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4232156.500000 Penalty: 3430.461182
	Iteration 28Q: 3 clusters Score -4232156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -4232155.000000 Penalty: 3430.461182
	Iteration 29Q: 3 clusters Score -4232155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4232156.000000 Penalty: 3430.461182
	Iteration 30Q: 3 clusters Score -4232156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4232155.000000 Penalty: 3430.461182
	Iteration 31Q: 3 clusters Score -4232155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4232154.500000 Penalty: 3430.461182
	Iteration 32Q: 3 clusters Score -4232154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4232154.500000 Penalty: 3430.461182
	Iteration 33F: 3 clusters Score -4232154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Entering Unmasked Estep 
Score: -7038938.000000 Penalty: 1798.671143
	Iteration 0F: 2 clusters Score -7038938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -6995923.500000 Penalty: 3597.342285
	Iteration 0F: 3 clusters Score -6995924 nChanged 30341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -7013353.500000 Penalty: 3597.342285
	Iteration 1F: 3 clusters Score -7013354 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -7014019.500000 Penalty: 3597.342285
	Iteration 2Q: 3 clusters Score -7014020 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -7014942.000000 Penalty: 3597.342285
	Iteration 3Q: 3 clusters Score -7014942 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -7016419.000000 Penalty: 3597.342285
	Iteration 4Q: 3 clusters Score -7016419 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -7018578.500000 Penalty: 3597.342285
	Iteration 5F: 3 clusters Score -7018578 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7021431.000000 Penalty: 3597.342285
	Iteration 6F: 3 clusters Score -7021431 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -7024632.000000 Penalty: 3597.342285
	Iteration 7F: 3 clusters Score -7024632 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -7027733.000000 Penalty: 3597.342285
	Iteration 8F: 3 clusters Score -7027733 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -7030207.500000 Penalty: 3597.342285
	Iteration 9Q: 3 clusters Score -7030208 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -7031977.000000 Penalty: 3597.342285
	Iteration 10Q: 3 clusters Score -7031977 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -7033331.500000 Penalty: 3597.342285
	Iteration 11Q: 3 clusters Score -7033332 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7034396.500000 Penalty: 3597.342285
	Iteration 12Q: 3 clusters Score -7034396 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7035123.000000 Penalty: 3597.342285
	Iteration 13Q: 3 clusters Score -7035123 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7035701.500000 Penalty: 3597.342285
	Iteration 14Q: 3 clusters Score -7035702 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7036142.500000 Penalty: 3597.342285
	Iteration 15Q: 3 clusters Score -7036142 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7036493.000000 Penalty: 3597.342285
	Iteration 16Q: 3 clusters Score -7036493 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7036760.500000 Penalty: 3597.342285
	Iteration 17Q: 3 clusters Score -7036760 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7036906.000000 Penalty: 3597.342285
	Iteration 18Q: 3 clusters Score -7036906 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7037030.500000 Penalty: 3597.342285
	Iteration 19Q: 3 clusters Score -7037030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7037138.000000 Penalty: 3597.342285
	Iteration 20F: 3 clusters Score -7037138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7037215.500000 Penalty: 3597.342285
	Iteration 21Q: 3 clusters Score -7037216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7037267.000000 Penalty: 3597.342285
	Iteration 22Q: 3 clusters Score -7037267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7037307.000000 Penalty: 3597.342285
	Iteration 23Q: 3 clusters Score -7037307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7037341.000000 Penalty: 3597.342285
	Iteration 24Q: 3 clusters Score -7037341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7037353.500000 Penalty: 3597.342285
	Iteration 25Q: 3 clusters Score -7037354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7037374.000000 Penalty: 3597.342285
	Iteration 26Q: 3 clusters Score -7037374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7037389.000000 Penalty: 3597.342285
	Iteration 27Q: 3 clusters Score -7037389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7037386.000000 Penalty: 3597.342285
	Iteration 28Q: 3 clusters Score -7037386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7037394.000000 Penalty: 3597.342285
	Iteration 29Q: 3 clusters Score -7037394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7037392.500000 Penalty: 3597.342285
	Iteration 30Q: 3 clusters Score -7037392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7037402.000000 Penalty: 3597.342285
	Iteration 31Q: 3 clusters Score -7037402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7037392.500000 Penalty: 3597.342285
	Iteration 32Q: 3 clusters Score -7037392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7037404.000000 Penalty: 3597.342285
	Iteration 33Q: 3 clusters Score -7037404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7037407.000000 Penalty: 3597.342285
	Iteration 34Q: 3 clusters Score -7037407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7037405.000000 Penalty: 3597.342285
	Iteration 35Q: 3 clusters Score -7037405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7037404.500000 Penalty: 3597.342285
	Iteration 36Q: 3 clusters Score -7037404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7037414.500000 Penalty: 3597.342285
	Iteration 37Q: 3 clusters Score -7037414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7037413.500000 Penalty: 3597.342285
	Iteration 38Q: 3 clusters Score -7037414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7037418.000000 Penalty: 3597.342285
	Iteration 39Q: 3 clusters Score -7037418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7037415.000000 Penalty: 3597.342285
	Iteration 40F: 3 clusters Score -7037415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7037424.500000 Penalty: 3597.342285
	Iteration 41Q: 3 clusters Score -7037424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7037428.500000 Penalty: 3597.342285
	Iteration 42Q: 3 clusters Score -7037428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7037426.500000 Penalty: 3597.342285
	Iteration 43Q: 3 clusters Score -7037426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7037424.500000 Penalty: 3597.342285
	Iteration 44Q: 3 clusters Score -7037424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7037431.000000 Penalty: 3597.342285
	Iteration 45Q: 3 clusters Score -7037431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7037433.000000 Penalty: 3597.342285
	Iteration 46Q: 3 clusters Score -7037433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7037432.000000 Penalty: 3597.342285
	Iteration 47Q: 3 clusters Score -7037432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7037429.000000 Penalty: 3597.342285
	Iteration 48Q: 3 clusters Score -7037429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7037433.000000 Penalty: 3597.342285
	Iteration 49Q: 3 clusters Score -7037433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7037428.500000 Penalty: 3597.342285
	Iteration 50Q: 3 clusters Score -7037428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7037433.000000 Penalty: 3597.342285
	Iteration 51Q: 3 clusters Score -7037433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7037438.000000 Penalty: 3597.342285
	Iteration 52Q: 3 clusters Score -7037438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7037440.000000 Penalty: 3597.342285
	Iteration 53Q: 3 clusters Score -7037440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7037440.000000 Penalty: 3597.342285
	Iteration 54F: 3 clusters Score -7037440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Entering Unmasked Estep 
Score: -14206012.000000 Penalty: 1912.828247
	Iteration 0F: 2 clusters Score -1.420601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -14119424.000000 Penalty: 3825.656494
	Iteration 0F: 3 clusters Score -1.411942e+07 nChanged 62373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -14155946.000000 Penalty: 3825.656494
	Iteration 1F: 3 clusters Score -1.415595e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -14157230.000000 Penalty: 3825.656494
	Iteration 2Q: 3 clusters Score -1.415723e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -14159018.000000 Penalty: 3825.656494
	Iteration 3Q: 3 clusters Score -1.415902e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -14161616.000000 Penalty: 3825.656494
	Iteration 4Q: 3 clusters Score -1.416162e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -14165177.000000 Penalty: 3825.656494
	Iteration 5F: 3 clusters Score -1.416518e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -14169897.000000 Penalty: 3825.656494
	Iteration 6F: 3 clusters Score -1.41699e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -14174943.000000 Penalty: 3825.656494
	Iteration 7F: 3 clusters Score -1.417494e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -14179402.000000 Penalty: 3825.656494
	Iteration 8F: 3 clusters Score -1.41794e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -14182423.000000 Penalty: 3825.656494
	Iteration 9Q: 3 clusters Score -1.418242e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -14183802.000000 Penalty: 3825.656494
	Iteration 10Q: 3 clusters Score -1.41838e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -14184664.000000 Penalty: 3825.656494
	Iteration 11Q: 3 clusters Score -1.418466e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -14185029.000000 Penalty: 3825.656494
	Iteration 12Q: 3 clusters Score -1.418503e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -14185405.000000 Penalty: 3825.656494
	Iteration 13Q: 3 clusters Score -1.41854e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -14185705.000000 Penalty: 3825.656494
	Iteration 14Q: 3 clusters Score -1.41857e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -14186060.000000 Penalty: 3825.656494
	Iteration 15Q: 3 clusters Score -1.418606e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -14186415.000000 Penalty: 3825.656494
	Iteration 16Q: 3 clusters Score -1.418642e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -14186755.000000 Penalty: 3825.656494
	Iteration 17Q: 3 clusters Score -1.418676e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -14187144.000000 Penalty: 3825.656494
	Iteration 18Q: 3 clusters Score -1.418714e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -14187666.000000 Penalty: 3825.656494
	Iteration 19Q: 3 clusters Score -1.418767e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -14188197.000000 Penalty: 3825.656494
	Iteration 20F: 3 clusters Score -1.41882e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -14188816.000000 Penalty: 3825.656494
	Iteration 21Q: 3 clusters Score -1.418882e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -14189495.000000 Penalty: 3825.656494
	Iteration 22Q: 3 clusters Score -1.41895e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -14190316.000000 Penalty: 3825.656494
	Iteration 23Q: 3 clusters Score -1.419032e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -14191326.000000 Penalty: 3825.656494
	Iteration 24Q: 3 clusters Score -1.419133e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -14192497.000000 Penalty: 3825.656494
	Iteration 25Q: 3 clusters Score -1.41925e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 110715 members 
Entering Unmasked Estep 
Score: -14193725.000000 Penalty: 3825.656494
	Iteration 26Q: 3 clusters Score -1.419372e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -14195057.000000 Penalty: 3825.656494
	Iteration 27Q: 3 clusters Score -1.419506e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -14196616.000000 Penalty: 3825.656494
	Iteration 28Q: 3 clusters Score -1.419662e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -14198044.000000 Penalty: 3825.656494
	Iteration 29Q: 3 clusters Score -1.419804e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -14199531.000000 Penalty: 3825.656494
	Iteration 30Q: 3 clusters Score -1.419953e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -14200741.000000 Penalty: 3825.656494
	Iteration 31Q: 3 clusters Score -1.420074e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 124907 members 
Entering Unmasked Estep 
Score: -14201788.000000 Penalty: 3825.656494
	Iteration 32Q: 3 clusters Score -1.420179e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 126210 members 
Entering Unmasked Estep 
Score: -14202564.000000 Penalty: 3825.656494
	Iteration 33Q: 3 clusters Score -1.420256e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -14203107.000000 Penalty: 3825.656494
	Iteration 34Q: 3 clusters Score -1.420311e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -14203506.000000 Penalty: 3825.656494
	Iteration 35Q: 3 clusters Score -1.420351e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -14203772.000000 Penalty: 3825.656494
	Iteration 36Q: 3 clusters Score -1.420377e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 128586 members 
Entering Unmasked Estep 
Score: -14203979.000000 Penalty: 3825.656494
	Iteration 37Q: 3 clusters Score -1.420398e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 128785 members 
Entering Unmasked Estep 
Score: -14204097.000000 Penalty: 3825.656494
	Iteration 38Q: 3 clusters Score -1.42041e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -14204158.000000 Penalty: 3825.656494
	Iteration 39Q: 3 clusters Score -1.420416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -14204210.000000 Penalty: 3825.656494
	Iteration 40F: 3 clusters Score -1.420421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -14204224.000000 Penalty: 3825.656494
	Iteration 41Q: 3 clusters Score -1.420422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -14204239.000000 Penalty: 3825.656494
	Iteration 42Q: 3 clusters Score -1.420424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -14204250.000000 Penalty: 3825.656494
	Iteration 43Q: 3 clusters Score -1.420425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -14204272.000000 Penalty: 3825.656494
	Iteration 44Q: 3 clusters Score -1.420427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -14204271.000000 Penalty: 3825.656494
	Iteration 45Q: 3 clusters Score -1.420427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -14204283.000000 Penalty: 3825.656494
	Iteration 46Q: 3 clusters Score -1.420428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
Score: -14204305.000000 Penalty: 3825.656494
	Iteration 47Q: 3 clusters Score -1.42043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 129072 members 
Entering Unmasked Estep 
Score: -14204310.000000 Penalty: 3825.656494
	Iteration 48Q: 3 clusters Score -1.420431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 129076 members 
Entering Unmasked Estep 
Score: -14204305.000000 Penalty: 3825.656494
	Iteration 49Q: 3 clusters Score -1.42043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -14204316.000000 Penalty: 3825.656494
	Iteration 50Q: 3 clusters Score -1.420432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -14204319.000000 Penalty: 3825.656494
	Iteration 51Q: 3 clusters Score -1.420432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 129088 members 
Entering Unmasked Estep 
Score: -14204329.000000 Penalty: 3825.656494
	Iteration 52Q: 3 clusters Score -1.420433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 129092 members 
Entering Unmasked Estep 
Score: -14204328.000000 Penalty: 3825.656494
	Iteration 53Q: 3 clusters Score -1.420433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 129095 members 
Entering Unmasked Estep 
Score: -14204345.000000 Penalty: 3825.656494
	Iteration 54Q: 3 clusters Score -1.420434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 129100 members 
Entering Unmasked Estep 
Score: -14204348.000000 Penalty: 3825.656494
	Iteration 55Q: 3 clusters Score -1.420435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -14204349.000000 Penalty: 3825.656494
	Iteration 56Q: 3 clusters Score -1.420435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -14204342.000000 Penalty: 3825.656494
	Iteration 57Q: 3 clusters Score -1.420434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 129104 members 
Entering Unmasked Estep 
Score: -14204341.000000 Penalty: 3825.656494
	Iteration 58Q: 3 clusters Score -1.420434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 129105 members 
Entering Unmasked Estep 
Score: -14204345.000000 Penalty: 3825.656494
	Iteration 59Q: 3 clusters Score -1.420434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 129105 members 
Entering Unmasked Estep 
Score: -14204345.000000 Penalty: 3825.656494
	Iteration 60F: 3 clusters Score -1.420434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Entering Unmasked Estep 
Score: -4461333.500000 Penalty: 1724.388550
	Iteration 0F: 2 clusters Score -4461334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4434032.500000 Penalty: 3448.777100
	Iteration 0F: 3 clusters Score -4434032 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4444750.500000 Penalty: 3448.777100
	Iteration 1F: 3 clusters Score -4444750 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4445669.000000 Penalty: 3448.777100
	Iteration 2Q: 3 clusters Score -4445669 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4447321.500000 Penalty: 3448.777100
	Iteration 3F: 3 clusters Score -4447322 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4449490.000000 Penalty: 3448.777100
	Iteration 4F: 3 clusters Score -4449490 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4451977.500000 Penalty: 3448.777100
	Iteration 5F: 3 clusters Score -4451978 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4454604.500000 Penalty: 3448.777100
	Iteration 6F: 3 clusters Score -4454604 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4456876.000000 Penalty: 3448.777100
	Iteration 7F: 3 clusters Score -4456876 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4458422.000000 Penalty: 3448.777100
	Iteration 8F: 3 clusters Score -4458422 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4459242.500000 Penalty: 3448.777100
	Iteration 9Q: 3 clusters Score -4459242 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4459719.500000 Penalty: 3448.777100
	Iteration 10Q: 3 clusters Score -4459720 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4460111.500000 Penalty: 3448.777100
	Iteration 11Q: 3 clusters Score -4460112 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4460438.500000 Penalty: 3448.777100
	Iteration 12Q: 3 clusters Score -4460438 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4460716.000000 Penalty: 3448.777100
	Iteration 13Q: 3 clusters Score -4460716 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4460983.500000 Penalty: 3448.777100
	Iteration 14Q: 3 clusters Score -4460984 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -4461206.500000 Penalty: 3448.777100
	Iteration 15Q: 3 clusters Score -4461206 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4461394.000000 Penalty: 3448.777100
	Iteration 16Q: 3 clusters Score -4461394 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4461585.000000 Penalty: 3448.777100
	Iteration 17Q: 3 clusters Score -4461585 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4461772.000000 Penalty: 3448.777100
	Iteration 18Q: 3 clusters Score -4461772 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4461928.500000 Penalty: 3448.777100
	Iteration 19Q: 3 clusters Score -4461928 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4462038.000000 Penalty: 3448.777100
	Iteration 20F: 3 clusters Score -4462038 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4462148.500000 Penalty: 3448.777100
	Iteration 21Q: 3 clusters Score -4462148 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4462214.000000 Penalty: 3448.777100
	Iteration 22Q: 3 clusters Score -4462214 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4462258.500000 Penalty: 3448.777100
	Iteration 23Q: 3 clusters Score -4462258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4462303.000000 Penalty: 3448.777100
	Iteration 24Q: 3 clusters Score -4462303 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4462344.500000 Penalty: 3448.777100
	Iteration 25Q: 3 clusters Score -4462344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4462366.000000 Penalty: 3448.777100
	Iteration 26Q: 3 clusters Score -4462366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4462379.000000 Penalty: 3448.777100
	Iteration 27Q: 3 clusters Score -4462379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4462391.500000 Penalty: 3448.777100
	Iteration 28Q: 3 clusters Score -4462392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4462401.500000 Penalty: 3448.777100
	Iteration 29Q: 3 clusters Score -4462402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4462402.000000 Penalty: 3448.777100
	Iteration 30Q: 3 clusters Score -4462402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4462399.500000 Penalty: 3448.777100
	Iteration 31Q: 3 clusters Score -4462400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4462406.000000 Penalty: 3448.777100
	Iteration 32Q: 3 clusters Score -4462406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4462405.500000 Penalty: 3448.777100
	Iteration 33Q: 3 clusters Score -4462406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4462408.000000 Penalty: 3448.777100
	Iteration 34Q: 3 clusters Score -4462408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4462416.500000 Penalty: 3448.777100
	Iteration 35Q: 3 clusters Score -4462416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4462414.500000 Penalty: 3448.777100
	Iteration 36Q: 3 clusters Score -4462414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4462412.000000 Penalty: 3448.777100
	Iteration 37Q: 3 clusters Score -4462412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4462410.500000 Penalty: 3448.777100
	Iteration 38Q: 3 clusters Score -4462410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4462413.000000 Penalty: 3448.777100
	Iteration 39Q: 3 clusters Score -4462413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4462414.500000 Penalty: 3448.777100
	Iteration 40F: 3 clusters Score -4462414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4462414.000000 Penalty: 3448.777100
	Iteration 41Q: 3 clusters Score -4462414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4462417.000000 Penalty: 3448.777100
	Iteration 42Q: 3 clusters Score -4462417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4462415.000000 Penalty: 3448.777100
	Iteration 43Q: 3 clusters Score -4462415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4462414.000000 Penalty: 3448.777100
	Iteration 44Q: 3 clusters Score -4462414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4462416.000000 Penalty: 3448.777100
	Iteration 45Q: 3 clusters Score -4462416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4462407.500000 Penalty: 3448.777100
	Iteration 46Q: 3 clusters Score -4462408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4462412.000000 Penalty: 3448.777100
	Iteration 47Q: 3 clusters Score -4462412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4462415.500000 Penalty: 3448.777100
	Iteration 48Q: 3 clusters Score -4462416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4462419.000000 Penalty: 3448.777100
	Iteration 49Q: 3 clusters Score -4462419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4462421.500000 Penalty: 3448.777100
	Iteration 50Q: 3 clusters Score -4462422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4462428.500000 Penalty: 3448.777100
	Iteration 51Q: 3 clusters Score -4462428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4462432.500000 Penalty: 3448.777100
	Iteration 52Q: 3 clusters Score -4462432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4462431.000000 Penalty: 3448.777100
	Iteration 53Q: 3 clusters Score -4462431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4462431.000000 Penalty: 3448.777100
	Iteration 54F: 3 clusters Score -4462431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 166642 members 
Mstep: Class 4 contains 70745 members 
Mstep: Class 5 contains 124242 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 155661 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 64135 members 
Mstep: Class 19 contains 129476 members 
Mstep: Class 21 contains 38635 members 
Entering Unmasked Estep 
Score: -98865520.000000 Penalty: 44658.785156
Splitting cluster 21 changes total score from -98865080.000000 to -98865520.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 166642 members 
Mstep: Class 4 contains 70745 members 
Mstep: Class 5 contains 124242 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 155661 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 64135 members 
Mstep: Class 19 contains 129476 members 
Mstep: Class 21 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865872.000000 Penalty: 44658.785156
Iteration 79Q: 21 clusters Score -9.886587e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 166311 members 
Mstep: Class 4 contains 70793 members 
Mstep: Class 5 contains 124212 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 14379 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 29515 members 
Mstep: Class 14 contains 155618 members 
Mstep: Class 15 contains 30787 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 38408 members 
Mstep: Class 18 contains 64052 members 
Mstep: Class 19 contains 129491 members 
Mstep: Class 21 contains 38983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866056.000000 Penalty: 44658.785156
Iteration 80F: 21 clusters Score -9.886606e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 166058 members 
Mstep: Class 4 contains 70856 members 
Mstep: Class 5 contains 124186 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 14385 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 11263 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 155603 members 
Mstep: Class 15 contains 30755 members 
Mstep: Class 16 contains 2050 members 
Mstep: Class 17 contains 38473 members 
Mstep: Class 18 contains 63963 members 
Mstep: Class 19 contains 129504 members 
Mstep: Class 21 contains 39110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866160.000000 Penalty: 44658.785156
Iteration 81Q: 21 clusters Score -9.886616e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 165897 members 
Mstep: Class 4 contains 70934 members 
Mstep: Class 5 contains 124160 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1437 members 
Mstep: Class 10 contains 14396 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 155538 members 
Mstep: Class 15 contains 30743 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 38537 members 
Mstep: Class 18 contains 63887 members 
Mstep: Class 19 contains 129511 members 
Mstep: Class 21 contains 39169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866336.000000 Penalty: 44658.785156
Iteration 82Q: 21 clusters Score -9.886634e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 722 members 
Mstep: Class 3 contains 165733 members 
Mstep: Class 4 contains 71007 members 
Mstep: Class 5 contains 124129 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1438 members 
Mstep: Class 10 contains 14400 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 11414 members 
Mstep: Class 13 contains 29523 members 
Mstep: Class 14 contains 155508 members 
Mstep: Class 15 contains 30727 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 38602 members 
Mstep: Class 18 contains 63833 members 
Mstep: Class 19 contains 129513 members 
Mstep: Class 21 contains 39216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866384.000000 Penalty: 44658.785156
Iteration 83Q: 21 clusters Score -9.886638e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 165587 members 
Mstep: Class 4 contains 71070 members 
Mstep: Class 5 contains 124110 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 14405 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 11484 members 
Mstep: Class 13 contains 29532 members 
Mstep: Class 14 contains 155490 members 
Mstep: Class 15 contains 30696 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 63783 members 
Mstep: Class 19 contains 129508 members 
Mstep: Class 21 contains 39214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866568.000000 Penalty: 44658.785156
Iteration 84Q: 21 clusters Score -9.886657e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 165442 members 
Mstep: Class 4 contains 71120 members 
Mstep: Class 5 contains 124093 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2802 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 29539 members 
Mstep: Class 14 contains 155417 members 
Mstep: Class 15 contains 30670 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 38761 members 
Mstep: Class 18 contains 63737 members 
Mstep: Class 19 contains 129505 members 
Mstep: Class 21 contains 39192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866600.000000 Penalty: 44658.785156
Iteration 85Q: 21 clusters Score -9.88666e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 165317 members 
Mstep: Class 4 contains 71148 members 
Mstep: Class 5 contains 124084 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 14415 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 155353 members 
Mstep: Class 15 contains 30641 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 38820 members 
Mstep: Class 18 contains 63709 members 
Mstep: Class 19 contains 129480 members 
Mstep: Class 21 contains 39152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866552.000000 Penalty: 44658.785156
Iteration 86Q: 21 clusters Score -9.886655e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 165188 members 
Mstep: Class 4 contains 71190 members 
Mstep: Class 5 contains 124053 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14423 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 29543 members 
Mstep: Class 14 contains 155297 members 
Mstep: Class 15 contains 30620 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 38882 members 
Mstep: Class 18 contains 63662 members 
Mstep: Class 19 contains 129445 members 
Mstep: Class 21 contains 39109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866664.000000 Penalty: 44658.785156
Iteration 87Q: 21 clusters Score -9.886666e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 165045 members 
Mstep: Class 4 contains 71238 members 
Mstep: Class 5 contains 124015 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 29554 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 30593 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 63622 members 
Mstep: Class 19 contains 129418 members 
Mstep: Class 21 contains 39055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866784.000000 Penalty: 44658.785156
Iteration 88Q: 21 clusters Score -9.886678e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164922 members 
Mstep: Class 4 contains 71283 members 
Mstep: Class 5 contains 123999 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29553 members 
Mstep: Class 14 contains 155281 members 
Mstep: Class 15 contains 30570 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 38994 members 
Mstep: Class 18 contains 63580 members 
Mstep: Class 19 contains 129389 members 
Mstep: Class 21 contains 38999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867128.000000 Penalty: 44658.785156
Iteration 89Q: 21 clusters Score -9.886713e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164797 members 
Mstep: Class 4 contains 71319 members 
Mstep: Class 5 contains 123965 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14435 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 12121 members 
Mstep: Class 13 contains 29554 members 
Mstep: Class 14 contains 155292 members 
Mstep: Class 15 contains 30552 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 39046 members 
Mstep: Class 18 contains 63558 members 
Mstep: Class 19 contains 129364 members 
Mstep: Class 21 contains 38953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867128.000000 Penalty: 44658.785156
Iteration 90Q: 21 clusters Score -9.886713e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164662 members 
Mstep: Class 4 contains 71365 members 
Mstep: Class 5 contains 123932 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 12211 members 
Mstep: Class 13 contains 29566 members 
Mstep: Class 14 contains 155318 members 
Mstep: Class 15 contains 30538 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 39097 members 
Mstep: Class 18 contains 63532 members 
Mstep: Class 19 contains 129348 members 
Mstep: Class 21 contains 38917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867008.000000 Penalty: 44658.785156
Iteration 91Q: 21 clusters Score -9.886701e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164538 members 
Mstep: Class 4 contains 71398 members 
Mstep: Class 5 contains 123917 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14446 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 12307 members 
Mstep: Class 13 contains 29552 members 
Mstep: Class 14 contains 155356 members 
Mstep: Class 15 contains 30518 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 39168 members 
Mstep: Class 18 contains 63489 members 
Mstep: Class 19 contains 129339 members 
Mstep: Class 21 contains 38870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867208.000000 Penalty: 44658.785156
Iteration 92Q: 21 clusters Score -9.886721e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164457 members 
Mstep: Class 4 contains 71435 members 
Mstep: Class 5 contains 123907 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 29545 members 
Mstep: Class 14 contains 155382 members 
Mstep: Class 15 contains 30505 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 39222 members 
Mstep: Class 18 contains 63432 members 
Mstep: Class 19 contains 129328 members 
Mstep: Class 21 contains 38826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867336.000000 Penalty: 44658.785156
Iteration 93Q: 21 clusters Score -9.886734e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164348 members 
Mstep: Class 4 contains 71472 members 
Mstep: Class 5 contains 123898 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 29549 members 
Mstep: Class 14 contains 155403 members 
Mstep: Class 15 contains 30493 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 39268 members 
Mstep: Class 18 contains 63389 members 
Mstep: Class 19 contains 129323 members 
Mstep: Class 21 contains 38796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867344.000000 Penalty: 44658.785156
Iteration 94Q: 21 clusters Score -9.886734e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164217 members 
Mstep: Class 4 contains 71499 members 
Mstep: Class 5 contains 123885 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 12539 members 
Mstep: Class 13 contains 29552 members 
Mstep: Class 14 contains 155461 members 
Mstep: Class 15 contains 30481 members 
Mstep: Class 16 contains 2901 members 
Mstep: Class 17 contains 39311 members 
Mstep: Class 18 contains 63355 members 
Mstep: Class 19 contains 129322 members 
Mstep: Class 21 contains 38766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867448.000000 Penalty: 44658.785156
Iteration 95Q: 21 clusters Score -9.886745e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 164086 members 
Mstep: Class 4 contains 71518 members 
Mstep: Class 5 contains 123878 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 12624 members 
Mstep: Class 13 contains 29556 members 
Mstep: Class 14 contains 155498 members 
Mstep: Class 15 contains 30477 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 39343 members 
Mstep: Class 18 contains 63332 members 
Mstep: Class 19 contains 129325 members 
Mstep: Class 21 contains 38738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867592.000000 Penalty: 44658.785156
Iteration 96Q: 21 clusters Score -9.886759e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 163985 members 
Mstep: Class 4 contains 71528 members 
Mstep: Class 5 contains 123862 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 12706 members 
Mstep: Class 13 contains 29560 members 
Mstep: Class 14 contains 155539 members 
Mstep: Class 15 contains 30464 members 
Mstep: Class 16 contains 2923 members 
Mstep: Class 17 contains 39373 members 
Mstep: Class 18 contains 63310 members 
Mstep: Class 19 contains 129320 members 
Mstep: Class 21 contains 38719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867416.000000 Penalty: 44658.785156
Iteration 97Q: 21 clusters Score -9.886742e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 163880 members 
Mstep: Class 4 contains 71539 members 
Mstep: Class 5 contains 123846 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 13 contains 29564 members 
Mstep: Class 14 contains 155572 members 
Mstep: Class 15 contains 30458 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 63290 members 
Mstep: Class 19 contains 129312 members 
Mstep: Class 21 contains 38700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867360.000000 Penalty: 44658.785156
Iteration 98Q: 21 clusters Score -9.886736e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 163792 members 
Mstep: Class 4 contains 71557 members 
Mstep: Class 5 contains 123831 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 12878 members 
Mstep: Class 13 contains 29566 members 
Mstep: Class 14 contains 155593 members 
Mstep: Class 15 contains 30449 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 39427 members 
Mstep: Class 18 contains 63259 members 
Mstep: Class 19 contains 129305 members 
Mstep: Class 21 contains 38685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867304.000000 Penalty: 44658.785156
Iteration 99Q: 21 clusters Score -9.88673e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 163697 members 
Mstep: Class 4 contains 71565 members 
Mstep: Class 5 contains 123802 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 29569 members 
Mstep: Class 14 contains 155630 members 
Mstep: Class 15 contains 30441 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 39459 members 
Mstep: Class 18 contains 63235 members 
Mstep: Class 19 contains 129292 members 
Mstep: Class 21 contains 38677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867504.000000 Penalty: 44658.785156
Iteration 100F: 21 clusters Score -9.88675e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 163609 members 
Mstep: Class 4 contains 71572 members 
Mstep: Class 5 contains 123781 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 13043 members 
Mstep: Class 13 contains 29572 members 
Mstep: Class 14 contains 155637 members 
Mstep: Class 15 contains 30410 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 39479 members 
Mstep: Class 18 contains 63195 members 
Mstep: Class 19 contains 129272 members 
Mstep: Class 21 contains 38665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867776.000000 Penalty: 44658.785156
Iteration 101Q: 21 clusters Score -9.886778e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 163542 members 
Mstep: Class 4 contains 71578 members 
Mstep: Class 5 contains 123760 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 13 contains 29568 members 
Mstep: Class 14 contains 155645 members 
Mstep: Class 15 contains 30390 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 39506 members 
Mstep: Class 18 contains 63171 members 
Mstep: Class 19 contains 129248 members 
Mstep: Class 21 contains 38643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867648.000000 Penalty: 44658.785156
Iteration 102Q: 21 clusters Score -9.886765e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 163466 members 
Mstep: Class 4 contains 71578 members 
Mstep: Class 5 contains 123731 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 14541 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 13188 members 
Mstep: Class 13 contains 29558 members 
Mstep: Class 14 contains 155666 members 
Mstep: Class 15 contains 30371 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 39536 members 
Mstep: Class 18 contains 63141 members 
Mstep: Class 19 contains 129224 members 
Mstep: Class 21 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867736.000000 Penalty: 44658.785156
Iteration 103Q: 21 clusters Score -9.886774e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 163392 members 
Mstep: Class 4 contains 71588 members 
Mstep: Class 5 contains 123700 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 29553 members 
Mstep: Class 14 contains 155692 members 
Mstep: Class 15 contains 30355 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 39563 members 
Mstep: Class 18 contains 63117 members 
Mstep: Class 19 contains 129201 members 
Mstep: Class 21 contains 38627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867664.000000 Penalty: 44658.785156
Iteration 104Q: 21 clusters Score -9.886766e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 163357 members 
Mstep: Class 4 contains 71611 members 
Mstep: Class 5 contains 123682 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 14566 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 13303 members 
Mstep: Class 13 contains 29555 members 
Mstep: Class 14 contains 155674 members 
Mstep: Class 15 contains 30344 members 
Mstep: Class 16 contains 3202 members 
Mstep: Class 17 contains 39588 members 
Mstep: Class 18 contains 63094 members 
Mstep: Class 19 contains 129161 members 
Mstep: Class 21 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867680.000000 Penalty: 44658.785156
Iteration 105Q: 21 clusters Score -9.886768e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 163291 members 
Mstep: Class 4 contains 71627 members 
Mstep: Class 5 contains 123664 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14578 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 29552 members 
Mstep: Class 14 contains 155677 members 
Mstep: Class 15 contains 30341 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 17 contains 39608 members 
Mstep: Class 18 contains 63067 members 
Mstep: Class 19 contains 129133 members 
Mstep: Class 21 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867496.000000 Penalty: 44658.785156
Iteration 106Q: 21 clusters Score -9.88675e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 163221 members 
Mstep: Class 4 contains 71647 members 
Mstep: Class 5 contains 123649 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14589 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 13447 members 
Mstep: Class 13 contains 29545 members 
Mstep: Class 14 contains 155680 members 
Mstep: Class 15 contains 30344 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 39627 members 
Mstep: Class 18 contains 63034 members 
Mstep: Class 19 contains 129107 members 
Mstep: Class 21 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867464.000000 Penalty: 44658.785156
Iteration 107Q: 21 clusters Score -9.886746e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 163126 members 
Mstep: Class 4 contains 71675 members 
Mstep: Class 5 contains 123630 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 13520 members 
Mstep: Class 13 contains 29537 members 
Mstep: Class 14 contains 155703 members 
Mstep: Class 15 contains 30343 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 39641 members 
Mstep: Class 18 contains 63012 members 
Mstep: Class 19 contains 129085 members 
Mstep: Class 21 contains 38639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867528.000000 Penalty: 44658.785156
Iteration 108Q: 21 clusters Score -9.886753e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 163066 members 
Mstep: Class 4 contains 71680 members 
Mstep: Class 5 contains 123625 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 13588 members 
Mstep: Class 13 contains 29528 members 
Mstep: Class 14 contains 155701 members 
Mstep: Class 15 contains 30337 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 62996 members 
Mstep: Class 19 contains 129079 members 
Mstep: Class 21 contains 38641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867704.000000 Penalty: 44658.785156
Iteration 109Q: 21 clusters Score -9.88677e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162996 members 
Mstep: Class 4 contains 71692 members 
Mstep: Class 5 contains 123618 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14608 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 13677 members 
Mstep: Class 13 contains 29517 members 
Mstep: Class 14 contains 155682 members 
Mstep: Class 15 contains 30328 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 39678 members 
Mstep: Class 18 contains 62985 members 
Mstep: Class 19 contains 129068 members 
Mstep: Class 21 contains 38644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867640.000000 Penalty: 44658.785156
Iteration 110Q: 21 clusters Score -9.886764e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162934 members 
Mstep: Class 4 contains 71696 members 
Mstep: Class 5 contains 123619 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14621 members 
Mstep: Class 11 contains 2892 members 
Mstep: Class 12 contains 13735 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 155690 members 
Mstep: Class 15 contains 30323 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 39692 members 
Mstep: Class 18 contains 62966 members 
Mstep: Class 19 contains 129068 members 
Mstep: Class 21 contains 38639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867720.000000 Penalty: 44658.785156
Iteration 111Q: 21 clusters Score -9.886772e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162849 members 
Mstep: Class 4 contains 71716 members 
Mstep: Class 5 contains 123608 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 13803 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 155695 members 
Mstep: Class 15 contains 30321 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 39716 members 
Mstep: Class 18 contains 62946 members 
Mstep: Class 19 contains 129070 members 
Mstep: Class 21 contains 38639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867752.000000 Penalty: 44658.785156
Iteration 112Q: 21 clusters Score -9.886775e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162760 members 
Mstep: Class 4 contains 71737 members 
Mstep: Class 5 contains 123595 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14632 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 155688 members 
Mstep: Class 15 contains 30317 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 39742 members 
Mstep: Class 18 contains 62944 members 
Mstep: Class 19 contains 129064 members 
Mstep: Class 21 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867592.000000 Penalty: 44658.785156
Iteration 113Q: 21 clusters Score -9.886759e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162660 members 
Mstep: Class 4 contains 71765 members 
Mstep: Class 5 contains 123575 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 13975 members 
Mstep: Class 13 contains 29490 members 
Mstep: Class 14 contains 155660 members 
Mstep: Class 15 contains 30318 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 39767 members 
Mstep: Class 18 contains 62929 members 
Mstep: Class 19 contains 129062 members 
Mstep: Class 21 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867760.000000 Penalty: 44658.785156
Iteration 114Q: 21 clusters Score -9.886776e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162558 members 
Mstep: Class 4 contains 71787 members 
Mstep: Class 5 contains 123548 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1427 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 14083 members 
Mstep: Class 13 contains 29495 members 
Mstep: Class 14 contains 155628 members 
Mstep: Class 15 contains 30316 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 39806 members 
Mstep: Class 18 contains 62907 members 
Mstep: Class 19 contains 129065 members 
Mstep: Class 21 contains 38648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867824.000000 Penalty: 44658.785156
Iteration 115Q: 21 clusters Score -9.886782e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162462 members 
Mstep: Class 4 contains 71804 members 
Mstep: Class 5 contains 123516 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 14199 members 
Mstep: Class 13 contains 29492 members 
Mstep: Class 14 contains 155581 members 
Mstep: Class 15 contains 30310 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 39850 members 
Mstep: Class 18 contains 62899 members 
Mstep: Class 19 contains 129068 members 
Mstep: Class 21 contains 38671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867824.000000 Penalty: 44658.785156
Iteration 116Q: 21 clusters Score -9.886782e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162364 members 
Mstep: Class 4 contains 71817 members 
Mstep: Class 5 contains 123489 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 155549 members 
Mstep: Class 15 contains 30298 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 39897 members 
Mstep: Class 18 contains 62890 members 
Mstep: Class 19 contains 129071 members 
Mstep: Class 21 contains 38683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867840.000000 Penalty: 44658.785156
Iteration 117Q: 21 clusters Score -9.886784e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162284 members 
Mstep: Class 4 contains 71831 members 
Mstep: Class 5 contains 123459 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 155504 members 
Mstep: Class 15 contains 30295 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 39933 members 
Mstep: Class 18 contains 62882 members 
Mstep: Class 19 contains 129071 members 
Mstep: Class 21 contains 38693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867984.000000 Penalty: 44658.785156
Iteration 118Q: 21 clusters Score -9.886798e+07 nChanged 592
Entering ConstructFrom: 
Score: -98867984.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Entering Unmasked Estep 
Score: -4320739.500000 Penalty: 1727.888428
	Iteration 0F: 2 clusters Score -4320740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4292748.500000 Penalty: 3455.776855
	Iteration 0F: 3 clusters Score -4292748 nChanged 19467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4303407.000000 Penalty: 3455.776855
	Iteration 1F: 3 clusters Score -4303407 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4303842.000000 Penalty: 3455.776855
	Iteration 2Q: 3 clusters Score -4303842 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4304589.500000 Penalty: 3455.776855
	Iteration 3Q: 3 clusters Score -4304590 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4305896.500000 Penalty: 3455.776855
	Iteration 4Q: 3 clusters Score -4305896 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4307895.500000 Penalty: 3455.776855
	Iteration 5F: 3 clusters Score -4307896 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4310219.500000 Penalty: 3455.776855
	Iteration 6F: 3 clusters Score -4310220 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4312310.500000 Penalty: 3455.776855
	Iteration 7F: 3 clusters Score -4312310 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4313947.500000 Penalty: 3455.776855
	Iteration 8F: 3 clusters Score -4313948 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4315046.500000 Penalty: 3455.776855
	Iteration 9F: 3 clusters Score -4315046 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4315759.000000 Penalty: 3455.776855
	Iteration 10Q: 3 clusters Score -4315759 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4316197.000000 Penalty: 3455.776855
	Iteration 11Q: 3 clusters Score -4316197 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4316517.000000 Penalty: 3455.776855
	Iteration 12Q: 3 clusters Score -4316517 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4316791.500000 Penalty: 3455.776855
	Iteration 13Q: 3 clusters Score -4316792 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4317063.500000 Penalty: 3455.776855
	Iteration 14Q: 3 clusters Score -4317064 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4317347.500000 Penalty: 3455.776855
	Iteration 15Q: 3 clusters Score -4317348 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4317565.500000 Penalty: 3455.776855
	Iteration 16Q: 3 clusters Score -4317566 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -4317851.500000 Penalty: 3455.776855
	Iteration 17Q: 3 clusters Score -4317852 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4318168.500000 Penalty: 3455.776855
	Iteration 18Q: 3 clusters Score -4318168 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4318428.500000 Penalty: 3455.776855
	Iteration 19Q: 3 clusters Score -4318428 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4318660.000000 Penalty: 3455.776855
	Iteration 20F: 3 clusters Score -4318660 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4318809.500000 Penalty: 3455.776855
	Iteration 21Q: 3 clusters Score -4318810 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4318920.000000 Penalty: 3455.776855
	Iteration 22Q: 3 clusters Score -4318920 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4318996.500000 Penalty: 3455.776855
	Iteration 23Q: 3 clusters Score -4318996 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4319078.000000 Penalty: 3455.776855
	Iteration 24Q: 3 clusters Score -4319078 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4319169.500000 Penalty: 3455.776855
	Iteration 25Q: 3 clusters Score -4319170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4319244.000000 Penalty: 3455.776855
	Iteration 26Q: 3 clusters Score -4319244 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -4319346.500000 Penalty: 3455.776855
	Iteration 27Q: 3 clusters Score -4319346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -4319517.000000 Penalty: 3455.776855
	Iteration 28Q: 3 clusters Score -4319517 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4319788.500000 Penalty: 3455.776855
	Iteration 29Q: 3 clusters Score -4319788 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4320103.000000 Penalty: 3455.776855
	Iteration 30Q: 3 clusters Score -4320103 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4320347.500000 Penalty: 3455.776855
	Iteration 31Q: 3 clusters Score -4320348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4320455.000000 Penalty: 3455.776855
	Iteration 32Q: 3 clusters Score -4320455 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4320514.500000 Penalty: 3455.776855
	Iteration 33Q: 3 clusters Score -4320514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -4320583.500000 Penalty: 3455.776855
	Iteration 34Q: 3 clusters Score -4320584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4320687.500000 Penalty: 3455.776855
	Iteration 35Q: 3 clusters Score -4320688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -4320800.000000 Penalty: 3455.776855
	Iteration 36Q: 3 clusters Score -4320800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4320901.000000 Penalty: 3455.776855
	Iteration 37Q: 3 clusters Score -4320901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -4320951.500000 Penalty: 3455.776855
	Iteration 38Q: 3 clusters Score -4320952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -4320957.500000 Penalty: 3455.776855
	Iteration 39Q: 3 clusters Score -4320958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4320965.500000 Penalty: 3455.776855
	Iteration 40F: 3 clusters Score -4320966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -4320971.000000 Penalty: 3455.776855
	Iteration 41Q: 3 clusters Score -4320971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -4320974.500000 Penalty: 3455.776855
	Iteration 42Q: 3 clusters Score -4320974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4320977.000000 Penalty: 3455.776855
	Iteration 43Q: 3 clusters Score -4320977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -4320982.000000 Penalty: 3455.776855
	Iteration 44Q: 3 clusters Score -4320982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -4320982.000000 Penalty: 3455.776855
	Iteration 45Q: 3 clusters Score -4320982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4320978.500000 Penalty: 3455.776855
	Iteration 46Q: 3 clusters Score -4320978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4320979.500000 Penalty: 3455.776855
	Iteration 47Q: 3 clusters Score -4320980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4320981.500000 Penalty: 3455.776855
	Iteration 48Q: 3 clusters Score -4320982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4320980.000000 Penalty: 3455.776855
	Iteration 49Q: 3 clusters Score -4320980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4320980.000000 Penalty: 3455.776855
	Iteration 50F: 3 clusters Score -4320980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162177 members 
Mstep: Class 4 contains 71848 members 
Mstep: Class 5 contains 123441 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 155466 members 
Mstep: Class 15 contains 30299 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 39969 members 
Mstep: Class 18 contains 62865 members 
Mstep: Class 19 contains 129077 members 
Mstep: Class 20 contains 39781 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
Score: -98867272.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98867984.000000 to -98867272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -62105.710938 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -62105.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61003.230469 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -61003.23 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61410.242188 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -61410.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61739.218750 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -61739.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62112.718750 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -62112.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62348.957031 Penalty: 2129.564941
	Iteration 4F: 3 clusters Score -62348.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62495.898438 Penalty: 2129.564941
	Iteration 5F: 3 clusters Score -62495.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62656.667969 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -62656.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62693.738281 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -62693.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62698.488281 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -62698.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62698.488281 Penalty: 2129.564941
	Iteration 9F: 3 clusters Score -62698.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 162177 members 
Mstep: Class 4 contains 71848 members 
Mstep: Class 5 contains 123441 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 155466 members 
Mstep: Class 15 contains 30299 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 39969 members 
Mstep: Class 18 contains 62865 members 
Mstep: Class 19 contains 129077 members 
Mstep: Class 20 contains 321 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
Score: -98867376.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98867984.000000 to -98867376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (162177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Entering Unmasked Estep 
Score: -17467696.000000 Penalty: 1949.422119
	Iteration 0F: 2 clusters Score -1.74677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -17362396.000000 Penalty: 3898.844238
	Iteration 0F: 3 clusters Score -1.73624e+07 nChanged 77989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -17408404.000000 Penalty: 3898.844238
	Iteration 1F: 3 clusters Score -1.74084e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -17409486.000000 Penalty: 3898.844238
	Iteration 2Q: 3 clusters Score -1.740949e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -17411388.000000 Penalty: 3898.844238
	Iteration 3Q: 3 clusters Score -1.741139e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -17414888.000000 Penalty: 3898.844238
	Iteration 4Q: 3 clusters Score -1.741489e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -17421312.000000 Penalty: 3898.844238
	Iteration 5F: 3 clusters Score -1.742131e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111831 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -17430984.000000 Penalty: 3898.844238
	Iteration 6F: 3 clusters Score -1.743098e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -17443252.000000 Penalty: 3898.844238
	Iteration 7F: 3 clusters Score -1.744325e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129916 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -17454480.000000 Penalty: 3898.844238
	Iteration 8F: 3 clusters Score -1.745448e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -17461120.000000 Penalty: 3898.844238
	Iteration 9Q: 3 clusters Score -1.746112e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -17463354.000000 Penalty: 3898.844238
	Iteration 10Q: 3 clusters Score -1.746335e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137999 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -17464672.000000 Penalty: 3898.844238
	Iteration 11Q: 3 clusters Score -1.746467e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139575 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -17465478.000000 Penalty: 3898.844238
	Iteration 12Q: 3 clusters Score -1.746548e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -17466220.000000 Penalty: 3898.844238
	Iteration 13Q: 3 clusters Score -1.746622e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142437 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -17466602.000000 Penalty: 3898.844238
	Iteration 14Q: 3 clusters Score -1.74666e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143799 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -17466944.000000 Penalty: 3898.844238
	Iteration 15Q: 3 clusters Score -1.746694e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -17467186.000000 Penalty: 3898.844238
	Iteration 16Q: 3 clusters Score -1.746719e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146545 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -17467280.000000 Penalty: 3898.844238
	Iteration 17Q: 3 clusters Score -1.746728e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -17467406.000000 Penalty: 3898.844238
	Iteration 18Q: 3 clusters Score -1.746741e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -17467510.000000 Penalty: 3898.844238
	Iteration 19Q: 3 clusters Score -1.746751e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150519 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -17467468.000000 Penalty: 3898.844238
	Iteration 20F: 3 clusters Score -1.746747e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -17467572.000000 Penalty: 3898.844238
	Iteration 21Q: 3 clusters Score -1.746757e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -17467524.000000 Penalty: 3898.844238
	Iteration 22Q: 3 clusters Score -1.746752e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -17467446.000000 Penalty: 3898.844238
	Iteration 23Q: 3 clusters Score -1.746745e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -17467364.000000 Penalty: 3898.844238
	Iteration 24Q: 3 clusters Score -1.746736e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155409 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -17467328.000000 Penalty: 3898.844238
	Iteration 25Q: 3 clusters Score -1.746733e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -17467180.000000 Penalty: 3898.844238
	Iteration 26Q: 3 clusters Score -1.746718e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -17467060.000000 Penalty: 3898.844238
	Iteration 27Q: 3 clusters Score -1.746706e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -17467044.000000 Penalty: 3898.844238
	Iteration 28Q: 3 clusters Score -1.746704e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -17466984.000000 Penalty: 3898.844238
	Iteration 29Q: 3 clusters Score -1.746698e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157935 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -17466958.000000 Penalty: 3898.844238
	Iteration 30Q: 3 clusters Score -1.746696e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -17466928.000000 Penalty: 3898.844238
	Iteration 31Q: 3 clusters Score -1.746693e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -17466922.000000 Penalty: 3898.844238
	Iteration 32Q: 3 clusters Score -1.746692e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17466898.000000 Penalty: 3898.844238
	Iteration 33Q: 3 clusters Score -1.74669e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -17466918.000000 Penalty: 3898.844238
	Iteration 34Q: 3 clusters Score -1.746692e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -17466902.000000 Penalty: 3898.844238
	Iteration 35Q: 3 clusters Score -1.74669e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17466906.000000 Penalty: 3898.844238
	Iteration 36Q: 3 clusters Score -1.746691e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -17466884.000000 Penalty: 3898.844238
	Iteration 37Q: 3 clusters Score -1.746688e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -17466832.000000 Penalty: 3898.844238
	Iteration 38Q: 3 clusters Score -1.746683e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17466862.000000 Penalty: 3898.844238
	Iteration 39Q: 3 clusters Score -1.746686e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17466828.000000 Penalty: 3898.844238
	Iteration 40F: 3 clusters Score -1.746683e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -17466782.000000 Penalty: 3898.844238
	Iteration 41Q: 3 clusters Score -1.746678e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17466790.000000 Penalty: 3898.844238
	Iteration 42Q: 3 clusters Score -1.746679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17466764.000000 Penalty: 3898.844238
	Iteration 43Q: 3 clusters Score -1.746676e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160506 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17466748.000000 Penalty: 3898.844238
	Iteration 44Q: 3 clusters Score -1.746675e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160583 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -17466736.000000 Penalty: 3898.844238
	Iteration 45Q: 3 clusters Score -1.746674e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160639 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -17466724.000000 Penalty: 3898.844238
	Iteration 46Q: 3 clusters Score -1.746672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160686 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -17466702.000000 Penalty: 3898.844238
	Iteration 47Q: 3 clusters Score -1.74667e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160736 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17466728.000000 Penalty: 3898.844238
	Iteration 48Q: 3 clusters Score -1.746673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -17466722.000000 Penalty: 3898.844238
	Iteration 49Q: 3 clusters Score -1.746672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160792 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17466722.000000 Penalty: 3898.844238
	Iteration 50Q: 3 clusters Score -1.746672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17466700.000000 Penalty: 3898.844238
	Iteration 51Q: 3 clusters Score -1.74667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17466694.000000 Penalty: 3898.844238
	Iteration 52Q: 3 clusters Score -1.746669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160861 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17466688.000000 Penalty: 3898.844238
	Iteration 53Q: 3 clusters Score -1.746669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17466694.000000 Penalty: 3898.844238
	Iteration 54Q: 3 clusters Score -1.746669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160899 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17466702.000000 Penalty: 3898.844238
	Iteration 55Q: 3 clusters Score -1.74667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17466688.000000 Penalty: 3898.844238
	Iteration 56Q: 3 clusters Score -1.746669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -17466680.000000 Penalty: 3898.844238
	Iteration 57Q: 3 clusters Score -1.746668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17466676.000000 Penalty: 3898.844238
	Iteration 58Q: 3 clusters Score -1.746668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -17466684.000000 Penalty: 3898.844238
	Iteration 59Q: 3 clusters Score -1.746668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160964 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17466652.000000 Penalty: 3898.844238
	Iteration 60F: 3 clusters Score -1.746665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17466652.000000 Penalty: 3898.844238
	Iteration 61Q: 3 clusters Score -1.746665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17466646.000000 Penalty: 3898.844238
	Iteration 62Q: 3 clusters Score -1.746665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161012 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17466656.000000 Penalty: 3898.844238
	Iteration 63Q: 3 clusters Score -1.746666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -17466632.000000 Penalty: 3898.844238
	Iteration 64Q: 3 clusters Score -1.746663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17466634.000000 Penalty: 3898.844238
	Iteration 65Q: 3 clusters Score -1.746663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161034 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17466638.000000 Penalty: 3898.844238
	Iteration 66Q: 3 clusters Score -1.746664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161038 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17466638.000000 Penalty: 3898.844238
	Iteration 67Q: 3 clusters Score -1.746664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161042 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -17466642.000000 Penalty: 3898.844238
	Iteration 68Q: 3 clusters Score -1.746664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17466646.000000 Penalty: 3898.844238
	Iteration 69Q: 3 clusters Score -1.746665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17466646.000000 Penalty: 3898.844238
	Iteration 70Q: 3 clusters Score -1.746665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -17466638.000000 Penalty: 3898.844238
	Iteration 71Q: 3 clusters Score -1.746664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161058 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17466660.000000 Penalty: 3898.844238
	Iteration 72Q: 3 clusters Score -1.746666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -17466660.000000 Penalty: 3898.844238
	Iteration 73Q: 3 clusters Score -1.746666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -17466646.000000 Penalty: 3898.844238
	Iteration 74Q: 3 clusters Score -1.746665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17466646.000000 Penalty: 3898.844238
	Iteration 75Q: 3 clusters Score -1.746665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17466648.000000 Penalty: 3898.844238
	Iteration 76Q: 3 clusters Score -1.746665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17466644.000000 Penalty: 3898.844238
	Iteration 77Q: 3 clusters Score -1.746664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17466648.000000 Penalty: 3898.844238
	Iteration 78Q: 3 clusters Score -1.746665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17466658.000000 Penalty: 3898.844238
	Iteration 79Q: 3 clusters Score -1.746666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17466660.000000 Penalty: 3898.844238
	Iteration 80F: 3 clusters Score -1.746666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Entering Unmasked Estep 
Score: -7901080.500000 Penalty: 1817.125122
	Iteration 0F: 2 clusters Score -7901080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -7853093.000000 Penalty: 3634.250244
	Iteration 0F: 3 clusters Score -7853093 nChanged 34259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -7872733.500000 Penalty: 3634.250244
	Iteration 1F: 3 clusters Score -7872734 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -7873411.000000 Penalty: 3634.250244
	Iteration 2Q: 3 clusters Score -7873411 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -7874316.000000 Penalty: 3634.250244
	Iteration 3Q: 3 clusters Score -7874316 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -7875623.500000 Penalty: 3634.250244
	Iteration 4Q: 3 clusters Score -7875624 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -7878078.500000 Penalty: 3634.250244
	Iteration 5F: 3 clusters Score -7878078 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -7881955.500000 Penalty: 3634.250244
	Iteration 6F: 3 clusters Score -7881956 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -7887207.000000 Penalty: 3634.250244
	Iteration 7F: 3 clusters Score -7887207 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -7892384.500000 Penalty: 3634.250244
	Iteration 8F: 3 clusters Score -7892384 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -7895825.000000 Penalty: 3634.250244
	Iteration 9Q: 3 clusters Score -7895825 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7897753.000000 Penalty: 3634.250244
	Iteration 10Q: 3 clusters Score -7897753 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7898669.500000 Penalty: 3634.250244
	Iteration 11Q: 3 clusters Score -7898670 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7899078.500000 Penalty: 3634.250244
	Iteration 12Q: 3 clusters Score -7899078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7899291.500000 Penalty: 3634.250244
	Iteration 13Q: 3 clusters Score -7899292 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7899434.500000 Penalty: 3634.250244
	Iteration 14Q: 3 clusters Score -7899434 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7899527.500000 Penalty: 3634.250244
	Iteration 15Q: 3 clusters Score -7899528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7899598.500000 Penalty: 3634.250244
	Iteration 16Q: 3 clusters Score -7899598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7899656.500000 Penalty: 3634.250244
	Iteration 17Q: 3 clusters Score -7899656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7899713.500000 Penalty: 3634.250244
	Iteration 18Q: 3 clusters Score -7899714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7899734.000000 Penalty: 3634.250244
	Iteration 19Q: 3 clusters Score -7899734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7899743.500000 Penalty: 3634.250244
	Iteration 20F: 3 clusters Score -7899744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7899757.500000 Penalty: 3634.250244
	Iteration 21Q: 3 clusters Score -7899758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7899767.500000 Penalty: 3634.250244
	Iteration 22Q: 3 clusters Score -7899768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7899762.500000 Penalty: 3634.250244
	Iteration 23Q: 3 clusters Score -7899762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7899780.500000 Penalty: 3634.250244
	Iteration 24Q: 3 clusters Score -7899780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7899792.500000 Penalty: 3634.250244
	Iteration 25Q: 3 clusters Score -7899792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7899796.000000 Penalty: 3634.250244
	Iteration 26Q: 3 clusters Score -7899796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7899788.000000 Penalty: 3634.250244
	Iteration 27Q: 3 clusters Score -7899788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7899781.500000 Penalty: 3634.250244
	Iteration 28Q: 3 clusters Score -7899782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7899778.500000 Penalty: 3634.250244
	Iteration 29Q: 3 clusters Score -7899778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7899788.000000 Penalty: 3634.250244
	Iteration 30Q: 3 clusters Score -7899788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7899788.500000 Penalty: 3634.250244
	Iteration 31Q: 3 clusters Score -7899788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7899805.000000 Penalty: 3634.250244
	Iteration 32Q: 3 clusters Score -7899805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7899809.500000 Penalty: 3634.250244
	Iteration 33Q: 3 clusters Score -7899810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7899810.500000 Penalty: 3634.250244
	Iteration 34Q: 3 clusters Score -7899810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7899817.000000 Penalty: 3634.250244
	Iteration 35Q: 3 clusters Score -7899817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7899810.000000 Penalty: 3634.250244
	Iteration 36Q: 3 clusters Score -7899810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7899824.500000 Penalty: 3634.250244
	Iteration 37Q: 3 clusters Score -7899824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7899827.500000 Penalty: 3634.250244
	Iteration 38Q: 3 clusters Score -7899828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7899831.500000 Penalty: 3634.250244
	Iteration 39Q: 3 clusters Score -7899832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7899823.000000 Penalty: 3634.250244
	Iteration 40F: 3 clusters Score -7899823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7899827.000000 Penalty: 3634.250244
	Iteration 41Q: 3 clusters Score -7899827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7899831.000000 Penalty: 3634.250244
	Iteration 42Q: 3 clusters Score -7899831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7899831.500000 Penalty: 3634.250244
	Iteration 43Q: 3 clusters Score -7899832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7899839.500000 Penalty: 3634.250244
	Iteration 44Q: 3 clusters Score -7899840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7899837.500000 Penalty: 3634.250244
	Iteration 45Q: 3 clusters Score -7899838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7899833.000000 Penalty: 3634.250244
	Iteration 46Q: 3 clusters Score -7899833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7899834.000000 Penalty: 3634.250244
	Iteration 47Q: 3 clusters Score -7899834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7899835.500000 Penalty: 3634.250244
	Iteration 48Q: 3 clusters Score -7899836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7899838.500000 Penalty: 3634.250244
	Iteration 49Q: 3 clusters Score -7899838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7899837.500000 Penalty: 3634.250244
	Iteration 50Q: 3 clusters Score -7899838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7899834.000000 Penalty: 3634.250244
	Iteration 51Q: 3 clusters Score -7899834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7899841.500000 Penalty: 3634.250244
	Iteration 52Q: 3 clusters Score -7899842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7899843.500000 Penalty: 3634.250244
	Iteration 53Q: 3 clusters Score -7899844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7899850.500000 Penalty: 3634.250244
	Iteration 54Q: 3 clusters Score -7899850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7899850.500000 Penalty: 3634.250244
	Iteration 55F: 3 clusters Score -7899850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (123441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Entering Unmasked Estep 
Score: -13509489.000000 Penalty: 1905.071777
	Iteration 0F: 2 clusters Score -1.350949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -13427064.000000 Penalty: 3810.143555
	Iteration 0F: 3 clusters Score -1.342706e+07 nChanged 59247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -13460773.000000 Penalty: 3810.143555
	Iteration 1F: 3 clusters Score -1.346077e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -13461439.000000 Penalty: 3810.143555
	Iteration 2Q: 3 clusters Score -1.346144e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -13462222.000000 Penalty: 3810.143555
	Iteration 3Q: 3 clusters Score -1.346222e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -13463252.000000 Penalty: 3810.143555
	Iteration 4Q: 3 clusters Score -1.346325e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -13464572.000000 Penalty: 3810.143555
	Iteration 5Q: 3 clusters Score -1.346457e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -13466765.000000 Penalty: 3810.143555
	Iteration 6Q: 3 clusters Score -1.346676e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -13470072.000000 Penalty: 3810.143555
	Iteration 7F: 3 clusters Score -1.347007e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -13474640.000000 Penalty: 3810.143555
	Iteration 8F: 3 clusters Score -1.347464e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -13480251.000000 Penalty: 3810.143555
	Iteration 9F: 3 clusters Score -1.348025e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -13485610.000000 Penalty: 3810.143555
	Iteration 10F: 3 clusters Score -1.348561e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -13489094.000000 Penalty: 3810.143555
	Iteration 11Q: 3 clusters Score -1.348909e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -13490786.000000 Penalty: 3810.143555
	Iteration 12Q: 3 clusters Score -1.349079e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -13491810.000000 Penalty: 3810.143555
	Iteration 13Q: 3 clusters Score -1.349181e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -13492587.000000 Penalty: 3810.143555
	Iteration 14Q: 3 clusters Score -1.349259e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -13493302.000000 Penalty: 3810.143555
	Iteration 15Q: 3 clusters Score -1.34933e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -13494119.000000 Penalty: 3810.143555
	Iteration 16Q: 3 clusters Score -1.349412e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -13495012.000000 Penalty: 3810.143555
	Iteration 17Q: 3 clusters Score -1.349501e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -13496021.000000 Penalty: 3810.143555
	Iteration 18Q: 3 clusters Score -1.349602e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -13496932.000000 Penalty: 3810.143555
	Iteration 19Q: 3 clusters Score -1.349693e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -13497819.000000 Penalty: 3810.143555
	Iteration 20F: 3 clusters Score -1.349782e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -13498780.000000 Penalty: 3810.143555
	Iteration 21Q: 3 clusters Score -1.349878e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -13499745.000000 Penalty: 3810.143555
	Iteration 22Q: 3 clusters Score -1.349974e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -13500827.000000 Penalty: 3810.143555
	Iteration 23Q: 3 clusters Score -1.350083e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -13501759.000000 Penalty: 3810.143555
	Iteration 24Q: 3 clusters Score -1.350176e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -13502661.000000 Penalty: 3810.143555
	Iteration 25Q: 3 clusters Score -1.350266e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -13503520.000000 Penalty: 3810.143555
	Iteration 26Q: 3 clusters Score -1.350352e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -13504312.000000 Penalty: 3810.143555
	Iteration 27Q: 3 clusters Score -1.350431e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -13504984.000000 Penalty: 3810.143555
	Iteration 28Q: 3 clusters Score -1.350498e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -13505611.000000 Penalty: 3810.143555
	Iteration 29Q: 3 clusters Score -1.350561e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -13506153.000000 Penalty: 3810.143555
	Iteration 30Q: 3 clusters Score -1.350615e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -13506536.000000 Penalty: 3810.143555
	Iteration 31Q: 3 clusters Score -1.350654e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -13506849.000000 Penalty: 3810.143555
	Iteration 32Q: 3 clusters Score -1.350685e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -13507100.000000 Penalty: 3810.143555
	Iteration 33Q: 3 clusters Score -1.35071e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -13507301.000000 Penalty: 3810.143555
	Iteration 34Q: 3 clusters Score -1.35073e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13507422.000000 Penalty: 3810.143555
	Iteration 35Q: 3 clusters Score -1.350742e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13507525.000000 Penalty: 3810.143555
	Iteration 36Q: 3 clusters Score -1.350752e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13507623.000000 Penalty: 3810.143555
	Iteration 37Q: 3 clusters Score -1.350762e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122346 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13507700.000000 Penalty: 3810.143555
	Iteration 38Q: 3 clusters Score -1.35077e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13507721.000000 Penalty: 3810.143555
	Iteration 39Q: 3 clusters Score -1.350772e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13507770.000000 Penalty: 3810.143555
	Iteration 40F: 3 clusters Score -1.350777e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13507831.000000 Penalty: 3810.143555
	Iteration 41Q: 3 clusters Score -1.350783e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13507857.000000 Penalty: 3810.143555
	Iteration 42Q: 3 clusters Score -1.350786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13507882.000000 Penalty: 3810.143555
	Iteration 43Q: 3 clusters Score -1.350788e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122686 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13507889.000000 Penalty: 3810.143555
	Iteration 44Q: 3 clusters Score -1.350789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122708 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13507920.000000 Penalty: 3810.143555
	Iteration 45Q: 3 clusters Score -1.350792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13507932.000000 Penalty: 3810.143555
	Iteration 46Q: 3 clusters Score -1.350793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122743 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -13507929.000000 Penalty: 3810.143555
	Iteration 47Q: 3 clusters Score -1.350793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13507959.000000 Penalty: 3810.143555
	Iteration 48Q: 3 clusters Score -1.350796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122773 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13507953.000000 Penalty: 3810.143555
	Iteration 49Q: 3 clusters Score -1.350795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13507940.000000 Penalty: 3810.143555
	Iteration 50Q: 3 clusters Score -1.350794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122797 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13507930.000000 Penalty: 3810.143555
	Iteration 51Q: 3 clusters Score -1.350793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13507952.000000 Penalty: 3810.143555
	Iteration 52Q: 3 clusters Score -1.350795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122808 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13507946.000000 Penalty: 3810.143555
	Iteration 53Q: 3 clusters Score -1.350795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13507951.000000 Penalty: 3810.143555
	Iteration 54Q: 3 clusters Score -1.350795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13507947.000000 Penalty: 3810.143555
	Iteration 55Q: 3 clusters Score -1.350795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13507951.000000 Penalty: 3810.143555
	Iteration 56Q: 3 clusters Score -1.350795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122818 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13507951.000000 Penalty: 3810.143555
	Iteration 57Q: 3 clusters Score -1.350795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13507954.000000 Penalty: 3810.143555
	Iteration 58Q: 3 clusters Score -1.350795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13507958.000000 Penalty: 3810.143555
	Iteration 59Q: 3 clusters Score -1.350796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122830 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13507955.000000 Penalty: 3810.143555
	Iteration 60F: 3 clusters Score -1.350796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13507948.000000 Penalty: 3810.143555
	Iteration 61Q: 3 clusters Score -1.350795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13507950.000000 Penalty: 3810.143555
	Iteration 62Q: 3 clusters Score -1.350795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13507950.000000 Penalty: 3810.143555
	Iteration 63F: 3 clusters Score -1.350795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -218289.515625 Penalty: 1234.821289
	Iteration 0F: 2 clusters Score -218289.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216190.062500 Penalty: 2469.642578
	Iteration 0F: 3 clusters Score -216190.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -216615.093750 Penalty: 2469.642578
	Iteration 1F: 3 clusters Score -216615.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -216703.375000 Penalty: 2469.642578
	Iteration 2F: 3 clusters Score -216703.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -216760.343750 Penalty: 2469.642578
	Iteration 3Q: 3 clusters Score -216760.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -216806.140625 Penalty: 2469.642578
	Iteration 4Q: 3 clusters Score -216806.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -216834.156250 Penalty: 2469.642578
	Iteration 5Q: 3 clusters Score -216834.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -216851.203125 Penalty: 2469.642578
	Iteration 6Q: 3 clusters Score -216851.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -216870.015625 Penalty: 2469.642578
	Iteration 7Q: 3 clusters Score -216870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -216886.359375 Penalty: 2469.642578
	Iteration 8Q: 3 clusters Score -216886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -216895.328125 Penalty: 2469.642578
	Iteration 9Q: 3 clusters Score -216895.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -216902.265625 Penalty: 2469.642578
	Iteration 10Q: 3 clusters Score -216902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -216914.140625 Penalty: 2469.642578
	Iteration 11Q: 3 clusters Score -216914.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -216933.125000 Penalty: 2469.642578
	Iteration 12Q: 3 clusters Score -216933.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -216952.000000 Penalty: 2469.642578
	Iteration 13Q: 3 clusters Score -216952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -216970.515625 Penalty: 2469.642578
	Iteration 14Q: 3 clusters Score -216970.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -216983.859375 Penalty: 2469.642578
	Iteration 15Q: 3 clusters Score -216983.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -216999.843750 Penalty: 2469.642578
	Iteration 16Q: 3 clusters Score -216999.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -217017.015625 Penalty: 2469.642578
	Iteration 17Q: 3 clusters Score -217017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -217037.578125 Penalty: 2469.642578
	Iteration 18Q: 3 clusters Score -217037.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -217051.625000 Penalty: 2469.642578
	Iteration 19Q: 3 clusters Score -217051.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -217060.859375 Penalty: 2469.642578
	Iteration 20F: 3 clusters Score -217060.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -217069.921875 Penalty: 2469.642578
	Iteration 21Q: 3 clusters Score -217069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -217083.890625 Penalty: 2469.642578
	Iteration 22Q: 3 clusters Score -217083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -217094.281250 Penalty: 2469.642578
	Iteration 23Q: 3 clusters Score -217094.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -217107.640625 Penalty: 2469.642578
	Iteration 24Q: 3 clusters Score -217107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -217122.625000 Penalty: 2469.642578
	Iteration 25Q: 3 clusters Score -217122.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -217134.953125 Penalty: 2469.642578
	Iteration 26Q: 3 clusters Score -217135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -217150.296875 Penalty: 2469.642578
	Iteration 27Q: 3 clusters Score -217150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -217160.046875 Penalty: 2469.642578
	Iteration 28Q: 3 clusters Score -217160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -217167.000000 Penalty: 2469.642578
	Iteration 29Q: 3 clusters Score -217167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -217172.515625 Penalty: 2469.642578
	Iteration 30Q: 3 clusters Score -217172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -217180.343750 Penalty: 2469.642578
	Iteration 31Q: 3 clusters Score -217180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -217187.875000 Penalty: 2469.642578
	Iteration 32Q: 3 clusters Score -217187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -217195.140625 Penalty: 2469.642578
	Iteration 33Q: 3 clusters Score -217195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -217196.140625 Penalty: 2469.642578
	Iteration 34Q: 3 clusters Score -217196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -217197.953125 Penalty: 2469.642578
	Iteration 35Q: 3 clusters Score -217198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -217198.515625 Penalty: 2469.642578
	Iteration 36Q: 3 clusters Score -217198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -217198.515625 Penalty: 2469.642578
	Iteration 37F: 3 clusters Score -217198.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -297130.218750 Penalty: 1291.842041
	Iteration 0F: 2 clusters Score -297130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -294527.187500 Penalty: 2583.684082
	Iteration 0F: 3 clusters Score -294527.2 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295107.812500 Penalty: 2583.684082
	Iteration 1F: 3 clusters Score -295107.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -295205.843750 Penalty: 2583.684082
	Iteration 2F: 3 clusters Score -295205.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -295255.281250 Penalty: 2583.684082
	Iteration 3Q: 3 clusters Score -295255.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -295302.906250 Penalty: 2583.684082
	Iteration 4Q: 3 clusters Score -295302.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -295342.343750 Penalty: 2583.684082
	Iteration 5Q: 3 clusters Score -295342.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -295368.843750 Penalty: 2583.684082
	Iteration 6Q: 3 clusters Score -295368.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -295393.281250 Penalty: 2583.684082
	Iteration 7Q: 3 clusters Score -295393.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -295410.687500 Penalty: 2583.684082
	Iteration 8Q: 3 clusters Score -295410.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -295429.187500 Penalty: 2583.684082
	Iteration 9Q: 3 clusters Score -295429.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -295440.875000 Penalty: 2583.684082
	Iteration 10Q: 3 clusters Score -295440.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -295453.625000 Penalty: 2583.684082
	Iteration 11Q: 3 clusters Score -295453.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -295462.718750 Penalty: 2583.684082
	Iteration 12Q: 3 clusters Score -295462.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -295472.625000 Penalty: 2583.684082
	Iteration 13Q: 3 clusters Score -295472.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -295480.000000 Penalty: 2583.684082
	Iteration 14Q: 3 clusters Score -295480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -295484.375000 Penalty: 2583.684082
	Iteration 15Q: 3 clusters Score -295484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -295487.406250 Penalty: 2583.684082
	Iteration 16Q: 3 clusters Score -295487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -295493.625000 Penalty: 2583.684082
	Iteration 17Q: 3 clusters Score -295493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -295500.187500 Penalty: 2583.684082
	Iteration 18Q: 3 clusters Score -295500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -295504.500000 Penalty: 2583.684082
	Iteration 19Q: 3 clusters Score -295504.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -295509.187500 Penalty: 2583.684082
	Iteration 20F: 3 clusters Score -295509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -295513.250000 Penalty: 2583.684082
	Iteration 21Q: 3 clusters Score -295513.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -295516.968750 Penalty: 2583.684082
	Iteration 22Q: 3 clusters Score -295517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -295519.375000 Penalty: 2583.684082
	Iteration 23Q: 3 clusters Score -295519.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -295522.343750 Penalty: 2583.684082
	Iteration 24Q: 3 clusters Score -295522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -295526.437500 Penalty: 2583.684082
	Iteration 25Q: 3 clusters Score -295526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -295528.843750 Penalty: 2583.684082
	Iteration 26Q: 3 clusters Score -295528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -295529.937500 Penalty: 2583.684082
	Iteration 27Q: 3 clusters Score -295529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -295531.906250 Penalty: 2583.684082
	Iteration 28Q: 3 clusters Score -295531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -295533.437500 Penalty: 2583.684082
	Iteration 29Q: 3 clusters Score -295533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -295534.531250 Penalty: 2583.684082
	Iteration 30Q: 3 clusters Score -295534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -295536.468750 Penalty: 2583.684082
	Iteration 31Q: 3 clusters Score -295536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -295538.375000 Penalty: 2583.684082
	Iteration 32Q: 3 clusters Score -295538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -295539.375000 Penalty: 2583.684082
	Iteration 33Q: 3 clusters Score -295539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -295539.875000 Penalty: 2583.684082
	Iteration 34Q: 3 clusters Score -295539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -295540.375000 Penalty: 2583.684082
	Iteration 35Q: 3 clusters Score -295540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -295540.562500 Penalty: 2583.684082
	Iteration 36Q: 3 clusters Score -295540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -295541.468750 Penalty: 2583.684082
	Iteration 37Q: 3 clusters Score -295541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -295541.593750 Penalty: 2583.684082
	Iteration 38Q: 3 clusters Score -295541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -295542.125000 Penalty: 2583.684082
	Iteration 39Q: 3 clusters Score -295542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -295543.125000 Penalty: 2583.684082
	Iteration 40F: 3 clusters Score -295543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -295543.531250 Penalty: 2583.684082
	Iteration 41Q: 3 clusters Score -295543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -295544.500000 Penalty: 2583.684082
	Iteration 42Q: 3 clusters Score -295544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -295545.375000 Penalty: 2583.684082
	Iteration 43Q: 3 clusters Score -295545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -295545.375000 Penalty: 2583.684082
	Iteration 44F: 3 clusters Score -295545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134136.703125 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132527.000000 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132527 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -132787.375000 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132787.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132877.781250 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132877.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132937.515625 Penalty: 2312.300049
	Iteration 3F: 3 clusters Score -132937.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132960.984375 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132972.625000 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -132972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132981.359375 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -132981.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132993.015625 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -132993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132999.937500 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -132999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133006.125000 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -133006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133008.593750 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -133008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133011.390625 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -133011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133016.000000 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -133016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133020.125000 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -133020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133025.078125 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -133025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133030.406250 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -133030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133031.953125 Penalty: 2312.300049
	Iteration 16Q: 3 clusters Score -133032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133033.015625 Penalty: 2312.300049
	Iteration 17Q: 3 clusters Score -133033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133033.765625 Penalty: 2312.300049
	Iteration 18Q: 3 clusters Score -133033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133035.078125 Penalty: 2312.300049
	Iteration 19Q: 3 clusters Score -133035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133035.078125 Penalty: 2312.300049
	Iteration 20F: 3 clusters Score -133035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -155104.406250 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -155104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153363.593750 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -153363.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153692.156250 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -153692.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -153777.593750 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -153777.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153822.937500 Penalty: 2359.212646
	Iteration 3Q: 3 clusters Score -153822.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153841.796875 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -153841.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153855.890625 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -153855.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -153866.562500 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -153866.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153876.968750 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -153877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153882.953125 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -153883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153890.093750 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -153890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153892.906250 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -153892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153892.906250 Penalty: 2359.212646
	Iteration 11F: 3 clusters Score -153892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Entering Unmasked Estep 
Score: -1619060.000000 Penalty: 1558.565308
	Iteration 0F: 2 clusters Score -1619060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1608982.750000 Penalty: 3117.130615
	Iteration 0F: 3 clusters Score -1608983 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1612388.125000 Penalty: 3117.130615
	Iteration 1F: 3 clusters Score -1612388 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1612732.500000 Penalty: 3117.130615
	Iteration 2F: 3 clusters Score -1612732 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1613136.000000 Penalty: 3117.130615
	Iteration 3F: 3 clusters Score -1613136 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1613673.250000 Penalty: 3117.130615
	Iteration 4F: 3 clusters Score -1613673 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1614351.375000 Penalty: 3117.130615
	Iteration 5F: 3 clusters Score -1614351 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1615231.125000 Penalty: 3117.130615
	Iteration 6F: 3 clusters Score -1615231 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1616128.375000 Penalty: 3117.130615
	Iteration 7F: 3 clusters Score -1616128 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1616731.375000 Penalty: 3117.130615
	Iteration 8F: 3 clusters Score -1616731 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1617031.375000 Penalty: 3117.130615
	Iteration 9Q: 3 clusters Score -1617031 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1617166.125000 Penalty: 3117.130615
	Iteration 10Q: 3 clusters Score -1617166 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1617256.250000 Penalty: 3117.130615
	Iteration 11Q: 3 clusters Score -1617256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1617322.125000 Penalty: 3117.130615
	Iteration 12Q: 3 clusters Score -1617322 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1617382.750000 Penalty: 3117.130615
	Iteration 13Q: 3 clusters Score -1617383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1617417.875000 Penalty: 3117.130615
	Iteration 14Q: 3 clusters Score -1617418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1617438.375000 Penalty: 3117.130615
	Iteration 15Q: 3 clusters Score -1617438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1617457.125000 Penalty: 3117.130615
	Iteration 16Q: 3 clusters Score -1617457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1617476.375000 Penalty: 3117.130615
	Iteration 17Q: 3 clusters Score -1617476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1617496.375000 Penalty: 3117.130615
	Iteration 18Q: 3 clusters Score -1617496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1617508.500000 Penalty: 3117.130615
	Iteration 19Q: 3 clusters Score -1617508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1617538.500000 Penalty: 3117.130615
	Iteration 20F: 3 clusters Score -1617538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1617561.875000 Penalty: 3117.130615
	Iteration 21Q: 3 clusters Score -1617562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1617581.250000 Penalty: 3117.130615
	Iteration 22Q: 3 clusters Score -1617581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1617588.500000 Penalty: 3117.130615
	Iteration 23Q: 3 clusters Score -1617588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1617600.750000 Penalty: 3117.130615
	Iteration 24Q: 3 clusters Score -1617601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1617605.875000 Penalty: 3117.130615
	Iteration 25Q: 3 clusters Score -1617606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1617618.125000 Penalty: 3117.130615
	Iteration 26Q: 3 clusters Score -1617618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1617627.250000 Penalty: 3117.130615
	Iteration 27Q: 3 clusters Score -1617627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1617634.000000 Penalty: 3117.130615
	Iteration 28Q: 3 clusters Score -1617634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1617644.000000 Penalty: 3117.130615
	Iteration 29Q: 3 clusters Score -1617644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1617650.000000 Penalty: 3117.130615
	Iteration 30Q: 3 clusters Score -1617650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1617654.625000 Penalty: 3117.130615
	Iteration 31Q: 3 clusters Score -1617655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1617660.000000 Penalty: 3117.130615
	Iteration 32Q: 3 clusters Score -1617660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1617664.875000 Penalty: 3117.130615
	Iteration 33Q: 3 clusters Score -1617665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1617669.750000 Penalty: 3117.130615
	Iteration 34Q: 3 clusters Score -1617670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1617678.000000 Penalty: 3117.130615
	Iteration 35Q: 3 clusters Score -1617678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1617676.500000 Penalty: 3117.130615
	Iteration 36Q: 3 clusters Score -1617676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1617682.750000 Penalty: 3117.130615
	Iteration 37Q: 3 clusters Score -1617683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1617691.625000 Penalty: 3117.130615
	Iteration 38Q: 3 clusters Score -1617692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1617701.375000 Penalty: 3117.130615
	Iteration 39Q: 3 clusters Score -1617701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1617705.000000 Penalty: 3117.130615
	Iteration 40F: 3 clusters Score -1617705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1617708.375000 Penalty: 3117.130615
	Iteration 41Q: 3 clusters Score -1617708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1617711.750000 Penalty: 3117.130615
	Iteration 42Q: 3 clusters Score -1617712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1617719.375000 Penalty: 3117.130615
	Iteration 43Q: 3 clusters Score -1617719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1617720.625000 Penalty: 3117.130615
	Iteration 44Q: 3 clusters Score -1617721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1617723.500000 Penalty: 3117.130615
	Iteration 45Q: 3 clusters Score -1617724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1617726.500000 Penalty: 3117.130615
	Iteration 46Q: 3 clusters Score -1617726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1617737.750000 Penalty: 3117.130615
	Iteration 47Q: 3 clusters Score -1617738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1617738.250000 Penalty: 3117.130615
	Iteration 48Q: 3 clusters Score -1617738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1617740.125000 Penalty: 3117.130615
	Iteration 49Q: 3 clusters Score -1617740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1617744.750000 Penalty: 3117.130615
	Iteration 50Q: 3 clusters Score -1617745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1617749.000000 Penalty: 3117.130615
	Iteration 51Q: 3 clusters Score -1617749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1617748.375000 Penalty: 3117.130615
	Iteration 52Q: 3 clusters Score -1617748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1617751.125000 Penalty: 3117.130615
	Iteration 53Q: 3 clusters Score -1617751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1617753.875000 Penalty: 3117.130615
	Iteration 54Q: 3 clusters Score -1617754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1617752.875000 Penalty: 3117.130615
	Iteration 55Q: 3 clusters Score -1617753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1617753.125000 Penalty: 3117.130615
	Iteration 56Q: 3 clusters Score -1617753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1617753.500000 Penalty: 3117.130615
	Iteration 57Q: 3 clusters Score -1617754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1617755.625000 Penalty: 3117.130615
	Iteration 58Q: 3 clusters Score -1617756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1617755.000000 Penalty: 3117.130615
	Iteration 59Q: 3 clusters Score -1617755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1617760.125000 Penalty: 3117.130615
	Iteration 60F: 3 clusters Score -1617760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1617765.625000 Penalty: 3117.130615
	Iteration 61Q: 3 clusters Score -1617766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1617765.000000 Penalty: 3117.130615
	Iteration 62Q: 3 clusters Score -1617765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1617765.250000 Penalty: 3117.130615
	Iteration 63Q: 3 clusters Score -1617765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1617764.625000 Penalty: 3117.130615
	Iteration 64Q: 3 clusters Score -1617765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1617765.125000 Penalty: 3117.130615
	Iteration 65Q: 3 clusters Score -1617765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1617763.875000 Penalty: 3117.130615
	Iteration 66Q: 3 clusters Score -1617764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1617764.750000 Penalty: 3117.130615
	Iteration 67Q: 3 clusters Score -1617765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1617764.750000 Penalty: 3117.130615
	Iteration 68F: 3 clusters Score -1617765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Entering Unmasked Estep 
Score: -310885.718750 Penalty: 1294.851929
	Iteration 0F: 2 clusters Score -310885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -308232.562500 Penalty: 2589.703857
	Iteration 0F: 3 clusters Score -308232.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -309017.031250 Penalty: 2589.703857
	Iteration 1F: 3 clusters Score -309017 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -309574.875000 Penalty: 2589.703857
	Iteration 2F: 3 clusters Score -309574.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -309972.937500 Penalty: 2589.703857
	Iteration 3F: 3 clusters Score -309972.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -310345.781250 Penalty: 2589.703857
	Iteration 4F: 3 clusters Score -310345.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -310596.875000 Penalty: 2589.703857
	Iteration 5F: 3 clusters Score -310596.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -310775.625000 Penalty: 2589.703857
	Iteration 6Q: 3 clusters Score -310775.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -310900.687500 Penalty: 2589.703857
	Iteration 7Q: 3 clusters Score -310900.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -310947.843750 Penalty: 2589.703857
	Iteration 8Q: 3 clusters Score -310947.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -310965.500000 Penalty: 2589.703857
	Iteration 9Q: 3 clusters Score -310965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -310971.093750 Penalty: 2589.703857
	Iteration 10Q: 3 clusters Score -310971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -310975.906250 Penalty: 2589.703857
	Iteration 11Q: 3 clusters Score -310975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -310978.843750 Penalty: 2589.703857
	Iteration 12Q: 3 clusters Score -310978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -310980.500000 Penalty: 2589.703857
	Iteration 13Q: 3 clusters Score -310980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -310980.718750 Penalty: 2589.703857
	Iteration 14Q: 3 clusters Score -310980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -310981.000000 Penalty: 2589.703857
	Iteration 15Q: 3 clusters Score -310981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -310982.812500 Penalty: 2589.703857
	Iteration 16Q: 3 clusters Score -310982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -310982.812500 Penalty: 2589.703857
	Iteration 17F: 3 clusters Score -310982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162177 members 
Mstep: Class 4 contains 71848 members 
Mstep: Class 5 contains 123441 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 155466 members 
Mstep: Class 15 contains 30299 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 39969 members 
Mstep: Class 18 contains 62865 members 
Mstep: Class 19 contains 129077 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
Score: -98867160.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98867984.000000 to -98867160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Entering Unmasked Estep 
Score: -1598640.875000 Penalty: 1557.227417
	Iteration 0F: 2 clusters Score -1598641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1588576.000000 Penalty: 3114.454834
	Iteration 0F: 3 clusters Score -1588576 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1591970.625000 Penalty: 3114.454834
	Iteration 1F: 3 clusters Score -1591971 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1592274.000000 Penalty: 3114.454834
	Iteration 2F: 3 clusters Score -1592274 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1592544.500000 Penalty: 3114.454834
	Iteration 3Q: 3 clusters Score -1592544 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1592790.125000 Penalty: 3114.454834
	Iteration 4Q: 3 clusters Score -1592790 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1593019.375000 Penalty: 3114.454834
	Iteration 5Q: 3 clusters Score -1593019 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1593252.500000 Penalty: 3114.454834
	Iteration 6Q: 3 clusters Score -1593252 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1593501.875000 Penalty: 3114.454834
	Iteration 7Q: 3 clusters Score -1593502 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1593811.500000 Penalty: 3114.454834
	Iteration 8Q: 3 clusters Score -1593812 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1594189.250000 Penalty: 3114.454834
	Iteration 9Q: 3 clusters Score -1594189 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1594632.125000 Penalty: 3114.454834
	Iteration 10Q: 3 clusters Score -1594632 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1595110.875000 Penalty: 3114.454834
	Iteration 11Q: 3 clusters Score -1595111 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1595664.500000 Penalty: 3114.454834
	Iteration 12Q: 3 clusters Score -1595664 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1596115.250000 Penalty: 3114.454834
	Iteration 13Q: 3 clusters Score -1596115 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1596420.625000 Penalty: 3114.454834
	Iteration 14Q: 3 clusters Score -1596421 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1596612.625000 Penalty: 3114.454834
	Iteration 15Q: 3 clusters Score -1596613 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1596740.375000 Penalty: 3114.454834
	Iteration 16Q: 3 clusters Score -1596740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1596825.125000 Penalty: 3114.454834
	Iteration 17Q: 3 clusters Score -1596825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1596884.125000 Penalty: 3114.454834
	Iteration 18Q: 3 clusters Score -1596884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1596953.125000 Penalty: 3114.454834
	Iteration 19Q: 3 clusters Score -1596953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1597007.250000 Penalty: 3114.454834
	Iteration 20F: 3 clusters Score -1597007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1597053.625000 Penalty: 3114.454834
	Iteration 21Q: 3 clusters Score -1597054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1597088.125000 Penalty: 3114.454834
	Iteration 22Q: 3 clusters Score -1597088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1597118.000000 Penalty: 3114.454834
	Iteration 23Q: 3 clusters Score -1597118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1597151.125000 Penalty: 3114.454834
	Iteration 24Q: 3 clusters Score -1597151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1597169.500000 Penalty: 3114.454834
	Iteration 25Q: 3 clusters Score -1597170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1597182.250000 Penalty: 3114.454834
	Iteration 26Q: 3 clusters Score -1597182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1597197.500000 Penalty: 3114.454834
	Iteration 27Q: 3 clusters Score -1597198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1597212.250000 Penalty: 3114.454834
	Iteration 28Q: 3 clusters Score -1597212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1597224.125000 Penalty: 3114.454834
	Iteration 29Q: 3 clusters Score -1597224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1597228.500000 Penalty: 3114.454834
	Iteration 30Q: 3 clusters Score -1597228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1597238.500000 Penalty: 3114.454834
	Iteration 31Q: 3 clusters Score -1597238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1597246.625000 Penalty: 3114.454834
	Iteration 32Q: 3 clusters Score -1597247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1597252.125000 Penalty: 3114.454834
	Iteration 33Q: 3 clusters Score -1597252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1597260.500000 Penalty: 3114.454834
	Iteration 34Q: 3 clusters Score -1597260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1597267.500000 Penalty: 3114.454834
	Iteration 35Q: 3 clusters Score -1597268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1597267.500000 Penalty: 3114.454834
	Iteration 36Q: 3 clusters Score -1597268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1597268.625000 Penalty: 3114.454834
	Iteration 37Q: 3 clusters Score -1597269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1597268.125000 Penalty: 3114.454834
	Iteration 38Q: 3 clusters Score -1597268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1597271.500000 Penalty: 3114.454834
	Iteration 39Q: 3 clusters Score -1597272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1597270.500000 Penalty: 3114.454834
	Iteration 40F: 3 clusters Score -1597270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1597269.375000 Penalty: 3114.454834
	Iteration 41Q: 3 clusters Score -1597269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1597271.750000 Penalty: 3114.454834
	Iteration 42Q: 3 clusters Score -1597272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1597271.125000 Penalty: 3114.454834
	Iteration 43Q: 3 clusters Score -1597271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1597271.500000 Penalty: 3114.454834
	Iteration 44Q: 3 clusters Score -1597272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1597272.500000 Penalty: 3114.454834
	Iteration 45Q: 3 clusters Score -1597272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1597272.625000 Penalty: 3114.454834
	Iteration 46Q: 3 clusters Score -1597273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1597277.375000 Penalty: 3114.454834
	Iteration 47Q: 3 clusters Score -1597277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1597280.000000 Penalty: 3114.454834
	Iteration 48Q: 3 clusters Score -1597280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1597284.500000 Penalty: 3114.454834
	Iteration 49Q: 3 clusters Score -1597284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1597289.375000 Penalty: 3114.454834
	Iteration 50Q: 3 clusters Score -1597289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1597290.625000 Penalty: 3114.454834
	Iteration 51Q: 3 clusters Score -1597291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1597293.125000 Penalty: 3114.454834
	Iteration 52Q: 3 clusters Score -1597293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1597292.875000 Penalty: 3114.454834
	Iteration 53Q: 3 clusters Score -1597293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1597297.500000 Penalty: 3114.454834
	Iteration 54Q: 3 clusters Score -1597298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1597298.625000 Penalty: 3114.454834
	Iteration 55Q: 3 clusters Score -1597299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1597300.625000 Penalty: 3114.454834
	Iteration 56Q: 3 clusters Score -1597301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1597302.000000 Penalty: 3114.454834
	Iteration 57Q: 3 clusters Score -1597302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1597304.375000 Penalty: 3114.454834
	Iteration 58Q: 3 clusters Score -1597304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1597302.125000 Penalty: 3114.454834
	Iteration 59Q: 3 clusters Score -1597302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1597302.125000 Penalty: 3114.454834
	Iteration 60F: 3 clusters Score -1597302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Entering Unmasked Estep 
Score: -3256068.250000 Penalty: 1672.561646
	Iteration 0F: 2 clusters Score -3256068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3236291.000000 Penalty: 3345.123291
	Iteration 0F: 3 clusters Score -3236291 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3244051.500000 Penalty: 3345.123291
	Iteration 1F: 3 clusters Score -3244052 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3244834.000000 Penalty: 3345.123291
	Iteration 2F: 3 clusters Score -3244834 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3245854.250000 Penalty: 3345.123291
	Iteration 3F: 3 clusters Score -3245854 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3247309.250000 Penalty: 3345.123291
	Iteration 4F: 3 clusters Score -3247309 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3249197.750000 Penalty: 3345.123291
	Iteration 5F: 3 clusters Score -3249198 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3251214.750000 Penalty: 3345.123291
	Iteration 6F: 3 clusters Score -3251215 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3252746.500000 Penalty: 3345.123291
	Iteration 7F: 3 clusters Score -3252746 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3253557.500000 Penalty: 3345.123291
	Iteration 8Q: 3 clusters Score -3253558 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3254053.750000 Penalty: 3345.123291
	Iteration 9Q: 3 clusters Score -3254054 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3254348.250000 Penalty: 3345.123291
	Iteration 10Q: 3 clusters Score -3254348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3254493.000000 Penalty: 3345.123291
	Iteration 11Q: 3 clusters Score -3254493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3254580.500000 Penalty: 3345.123291
	Iteration 12Q: 3 clusters Score -3254580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3254628.500000 Penalty: 3345.123291
	Iteration 13Q: 3 clusters Score -3254628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3254659.500000 Penalty: 3345.123291
	Iteration 14Q: 3 clusters Score -3254660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3254676.250000 Penalty: 3345.123291
	Iteration 15Q: 3 clusters Score -3254676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3254699.500000 Penalty: 3345.123291
	Iteration 16Q: 3 clusters Score -3254700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3254723.500000 Penalty: 3345.123291
	Iteration 17Q: 3 clusters Score -3254724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3254733.750000 Penalty: 3345.123291
	Iteration 18Q: 3 clusters Score -3254734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3254745.000000 Penalty: 3345.123291
	Iteration 19Q: 3 clusters Score -3254745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3254758.500000 Penalty: 3345.123291
	Iteration 20F: 3 clusters Score -3254758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3254765.500000 Penalty: 3345.123291
	Iteration 21Q: 3 clusters Score -3254766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3254770.500000 Penalty: 3345.123291
	Iteration 22Q: 3 clusters Score -3254770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3254773.000000 Penalty: 3345.123291
	Iteration 23Q: 3 clusters Score -3254773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3254781.500000 Penalty: 3345.123291
	Iteration 24Q: 3 clusters Score -3254782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3254792.250000 Penalty: 3345.123291
	Iteration 25Q: 3 clusters Score -3254792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3254800.250000 Penalty: 3345.123291
	Iteration 26Q: 3 clusters Score -3254800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3254810.000000 Penalty: 3345.123291
	Iteration 27Q: 3 clusters Score -3254810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3254810.750000 Penalty: 3345.123291
	Iteration 28Q: 3 clusters Score -3254811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3254814.000000 Penalty: 3345.123291
	Iteration 29Q: 3 clusters Score -3254814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3254812.750000 Penalty: 3345.123291
	Iteration 30Q: 3 clusters Score -3254813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3254813.250000 Penalty: 3345.123291
	Iteration 31Q: 3 clusters Score -3254813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3254813.500000 Penalty: 3345.123291
	Iteration 32Q: 3 clusters Score -3254814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3254811.500000 Penalty: 3345.123291
	Iteration 33Q: 3 clusters Score -3254812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3254815.000000 Penalty: 3345.123291
	Iteration 34Q: 3 clusters Score -3254815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3254821.500000 Penalty: 3345.123291
	Iteration 35Q: 3 clusters Score -3254822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3254822.750000 Penalty: 3345.123291
	Iteration 36Q: 3 clusters Score -3254823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3254820.000000 Penalty: 3345.123291
	Iteration 37Q: 3 clusters Score -3254820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3254821.250000 Penalty: 3345.123291
	Iteration 38Q: 3 clusters Score -3254821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3254822.000000 Penalty: 3345.123291
	Iteration 39Q: 3 clusters Score -3254822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3254819.500000 Penalty: 3345.123291
	Iteration 40F: 3 clusters Score -3254820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Entering Unmasked Estep 
Score: -16798630.000000 Penalty: 1942.554688
	Iteration 0F: 2 clusters Score -1.679863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -16696062.000000 Penalty: 3885.109375
	Iteration 0F: 3 clusters Score -1.669606e+07 nChanged 74885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -16740286.000000 Penalty: 3885.109375
	Iteration 1F: 3 clusters Score -1.674029e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -16741711.000000 Penalty: 3885.109375
	Iteration 2Q: 3 clusters Score -1.674171e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -16743548.000000 Penalty: 3885.109375
	Iteration 3Q: 3 clusters Score -1.674355e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -16746334.000000 Penalty: 3885.109375
	Iteration 4Q: 3 clusters Score -1.674633e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -16750425.000000 Penalty: 3885.109375
	Iteration 5Q: 3 clusters Score -1.675042e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -16755715.000000 Penalty: 3885.109375
	Iteration 6F: 3 clusters Score -1.675572e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -16762565.000000 Penalty: 3885.109375
	Iteration 7F: 3 clusters Score -1.676256e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -16769640.000000 Penalty: 3885.109375
	Iteration 8F: 3 clusters Score -1.676964e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -16775783.000000 Penalty: 3885.109375
	Iteration 9F: 3 clusters Score -1.677578e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -16780054.000000 Penalty: 3885.109375
	Iteration 10Q: 3 clusters Score -1.678005e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120852 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -16782864.000000 Penalty: 3885.109375
	Iteration 11Q: 3 clusters Score -1.678286e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -16784482.000000 Penalty: 3885.109375
	Iteration 12Q: 3 clusters Score -1.678448e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125658 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -16785742.000000 Penalty: 3885.109375
	Iteration 13Q: 3 clusters Score -1.678574e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -16786722.000000 Penalty: 3885.109375
	Iteration 14Q: 3 clusters Score -1.678672e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130230 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -16787646.000000 Penalty: 3885.109375
	Iteration 15Q: 3 clusters Score -1.678765e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132573 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -16788518.000000 Penalty: 3885.109375
	Iteration 16Q: 3 clusters Score -1.678852e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -16789572.000000 Penalty: 3885.109375
	Iteration 17Q: 3 clusters Score -1.678957e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -16790360.000000 Penalty: 3885.109375
	Iteration 18Q: 3 clusters Score -1.679036e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -16791118.000000 Penalty: 3885.109375
	Iteration 19Q: 3 clusters Score -1.679112e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -16791870.000000 Penalty: 3885.109375
	Iteration 20F: 3 clusters Score -1.679187e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -16792552.000000 Penalty: 3885.109375
	Iteration 21Q: 3 clusters Score -1.679255e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -16793138.000000 Penalty: 3885.109375
	Iteration 22Q: 3 clusters Score -1.679314e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -16793696.000000 Penalty: 3885.109375
	Iteration 23Q: 3 clusters Score -1.67937e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -16794228.000000 Penalty: 3885.109375
	Iteration 24Q: 3 clusters Score -1.679423e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -16794600.000000 Penalty: 3885.109375
	Iteration 25Q: 3 clusters Score -1.67946e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149903 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -16795002.000000 Penalty: 3885.109375
	Iteration 26Q: 3 clusters Score -1.6795e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -16795430.000000 Penalty: 3885.109375
	Iteration 27Q: 3 clusters Score -1.679543e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -16795704.000000 Penalty: 3885.109375
	Iteration 28Q: 3 clusters Score -1.67957e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152341 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -16795952.000000 Penalty: 3885.109375
	Iteration 29Q: 3 clusters Score -1.679595e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -16796170.000000 Penalty: 3885.109375
	Iteration 30Q: 3 clusters Score -1.679617e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -16796338.000000 Penalty: 3885.109375
	Iteration 31Q: 3 clusters Score -1.679634e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16796468.000000 Penalty: 3885.109375
	Iteration 32Q: 3 clusters Score -1.679647e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16796556.000000 Penalty: 3885.109375
	Iteration 33Q: 3 clusters Score -1.679656e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16796662.000000 Penalty: 3885.109375
	Iteration 34Q: 3 clusters Score -1.679666e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16796726.000000 Penalty: 3885.109375
	Iteration 35Q: 3 clusters Score -1.679673e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154273 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -16796788.000000 Penalty: 3885.109375
	Iteration 36Q: 3 clusters Score -1.679679e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16796792.000000 Penalty: 3885.109375
	Iteration 37Q: 3 clusters Score -1.679679e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154424 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16796838.000000 Penalty: 3885.109375
	Iteration 38Q: 3 clusters Score -1.679684e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16796846.000000 Penalty: 3885.109375
	Iteration 39Q: 3 clusters Score -1.679685e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16796876.000000 Penalty: 3885.109375
	Iteration 40F: 3 clusters Score -1.679688e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16796894.000000 Penalty: 3885.109375
	Iteration 41Q: 3 clusters Score -1.679689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16796900.000000 Penalty: 3885.109375
	Iteration 42Q: 3 clusters Score -1.67969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16796894.000000 Penalty: 3885.109375
	Iteration 43Q: 3 clusters Score -1.679689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16796916.000000 Penalty: 3885.109375
	Iteration 44Q: 3 clusters Score -1.679692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16796918.000000 Penalty: 3885.109375
	Iteration 45Q: 3 clusters Score -1.679692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16796922.000000 Penalty: 3885.109375
	Iteration 46Q: 3 clusters Score -1.679692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16796934.000000 Penalty: 3885.109375
	Iteration 47Q: 3 clusters Score -1.679693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16796938.000000 Penalty: 3885.109375
	Iteration 48Q: 3 clusters Score -1.679694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16796944.000000 Penalty: 3885.109375
	Iteration 49Q: 3 clusters Score -1.679694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16796956.000000 Penalty: 3885.109375
	Iteration 50Q: 3 clusters Score -1.679696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16796956.000000 Penalty: 3885.109375
	Iteration 51Q: 3 clusters Score -1.679696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154710 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16796972.000000 Penalty: 3885.109375
	Iteration 52Q: 3 clusters Score -1.679697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16796966.000000 Penalty: 3885.109375
	Iteration 53Q: 3 clusters Score -1.679697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154728 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16796962.000000 Penalty: 3885.109375
	Iteration 54Q: 3 clusters Score -1.679696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16796964.000000 Penalty: 3885.109375
	Iteration 55Q: 3 clusters Score -1.679696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16796960.000000 Penalty: 3885.109375
	Iteration 56Q: 3 clusters Score -1.679696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16796950.000000 Penalty: 3885.109375
	Iteration 57Q: 3 clusters Score -1.679695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16796962.000000 Penalty: 3885.109375
	Iteration 58Q: 3 clusters Score -1.679696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16796960.000000 Penalty: 3885.109375
	Iteration 59Q: 3 clusters Score -1.679696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16796962.000000 Penalty: 3885.109375
	Iteration 60F: 3 clusters Score -1.679696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16796958.000000 Penalty: 3885.109375
	Iteration 61Q: 3 clusters Score -1.679696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16796974.000000 Penalty: 3885.109375
	Iteration 62Q: 3 clusters Score -1.679697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -16796986.000000 Penalty: 3885.109375
	Iteration 63Q: 3 clusters Score -1.679699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16796998.000000 Penalty: 3885.109375
	Iteration 64Q: 3 clusters Score -1.6797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16796996.000000 Penalty: 3885.109375
	Iteration 65Q: 3 clusters Score -1.6797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16796998.000000 Penalty: 3885.109375
	Iteration 66Q: 3 clusters Score -1.6797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16797006.000000 Penalty: 3885.109375
	Iteration 67Q: 3 clusters Score -1.679701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16796996.000000 Penalty: 3885.109375
	Iteration 68Q: 3 clusters Score -1.6797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154813 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16797000.000000 Penalty: 3885.109375
	Iteration 69Q: 3 clusters Score -1.6797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16797004.000000 Penalty: 3885.109375
	Iteration 70Q: 3 clusters Score -1.6797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16797012.000000 Penalty: 3885.109375
	Iteration 71Q: 3 clusters Score -1.679701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16797016.000000 Penalty: 3885.109375
	Iteration 72Q: 3 clusters Score -1.679702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16797008.000000 Penalty: 3885.109375
	Iteration 73Q: 3 clusters Score -1.679701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16797008.000000 Penalty: 3885.109375
	Iteration 74Q: 3 clusters Score -1.679701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -16797008.000000 Penalty: 3885.109375
	Iteration 75Q: 3 clusters Score -1.679701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16796998.000000 Penalty: 3885.109375
	Iteration 76Q: 3 clusters Score -1.6797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16796994.000000 Penalty: 3885.109375
	Iteration 77Q: 3 clusters Score -1.679699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -16796988.000000 Penalty: 3885.109375
	Iteration 78Q: 3 clusters Score -1.679699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -16796988.000000 Penalty: 3885.109375
	Iteration 79F: 3 clusters Score -1.679699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Entering Unmasked Estep 
Score: -3333862.750000 Penalty: 1676.816284
	Iteration 0F: 2 clusters Score -3333863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3313318.500000 Penalty: 3353.632568
	Iteration 0F: 3 clusters Score -3313318 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3321027.000000 Penalty: 3353.632568
	Iteration 1F: 3 clusters Score -3321027 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3321281.500000 Penalty: 3353.632568
	Iteration 2Q: 3 clusters Score -3321282 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3321535.750000 Penalty: 3353.632568
	Iteration 3Q: 3 clusters Score -3321536 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3321804.750000 Penalty: 3353.632568
	Iteration 4Q: 3 clusters Score -3321805 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3322092.500000 Penalty: 3353.632568
	Iteration 5Q: 3 clusters Score -3322092 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3322429.250000 Penalty: 3353.632568
	Iteration 6Q: 3 clusters Score -3322429 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3322874.500000 Penalty: 3353.632568
	Iteration 7Q: 3 clusters Score -3322874 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3323502.000000 Penalty: 3353.632568
	Iteration 8Q: 3 clusters Score -3323502 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3324374.500000 Penalty: 3353.632568
	Iteration 9F: 3 clusters Score -3324374 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3325658.500000 Penalty: 3353.632568
	Iteration 10F: 3 clusters Score -3325658 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3327202.000000 Penalty: 3353.632568
	Iteration 11F: 3 clusters Score -3327202 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3328695.750000 Penalty: 3353.632568
	Iteration 12F: 3 clusters Score -3328696 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3329964.250000 Penalty: 3353.632568
	Iteration 13Q: 3 clusters Score -3329964 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3330844.250000 Penalty: 3353.632568
	Iteration 14Q: 3 clusters Score -3330844 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3331320.250000 Penalty: 3353.632568
	Iteration 15Q: 3 clusters Score -3331320 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3331610.500000 Penalty: 3353.632568
	Iteration 16Q: 3 clusters Score -3331610 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3331787.000000 Penalty: 3353.632568
	Iteration 17Q: 3 clusters Score -3331787 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3331856.500000 Penalty: 3353.632568
	Iteration 18Q: 3 clusters Score -3331856 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3331942.000000 Penalty: 3353.632568
	Iteration 19Q: 3 clusters Score -3331942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3331983.250000 Penalty: 3353.632568
	Iteration 20F: 3 clusters Score -3331983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3332014.250000 Penalty: 3353.632568
	Iteration 21Q: 3 clusters Score -3332014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3332049.750000 Penalty: 3353.632568
	Iteration 22Q: 3 clusters Score -3332050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3332076.250000 Penalty: 3353.632568
	Iteration 23Q: 3 clusters Score -3332076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3332101.000000 Penalty: 3353.632568
	Iteration 24Q: 3 clusters Score -3332101 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3332126.750000 Penalty: 3353.632568
	Iteration 25Q: 3 clusters Score -3332127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3332145.000000 Penalty: 3353.632568
	Iteration 26Q: 3 clusters Score -3332145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3332164.000000 Penalty: 3353.632568
	Iteration 27Q: 3 clusters Score -3332164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3332174.500000 Penalty: 3353.632568
	Iteration 28Q: 3 clusters Score -3332174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3332185.500000 Penalty: 3353.632568
	Iteration 29Q: 3 clusters Score -3332186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3332192.000000 Penalty: 3353.632568
	Iteration 30Q: 3 clusters Score -3332192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3332206.250000 Penalty: 3353.632568
	Iteration 31Q: 3 clusters Score -3332206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3332206.250000 Penalty: 3353.632568
	Iteration 32Q: 3 clusters Score -3332206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3332215.250000 Penalty: 3353.632568
	Iteration 33Q: 3 clusters Score -3332215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3332226.000000 Penalty: 3353.632568
	Iteration 34Q: 3 clusters Score -3332226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3332232.250000 Penalty: 3353.632568
	Iteration 35Q: 3 clusters Score -3332232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3332236.250000 Penalty: 3353.632568
	Iteration 36Q: 3 clusters Score -3332236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3332239.250000 Penalty: 3353.632568
	Iteration 37Q: 3 clusters Score -3332239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3332250.250000 Penalty: 3353.632568
	Iteration 38Q: 3 clusters Score -3332250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3332250.000000 Penalty: 3353.632568
	Iteration 39Q: 3 clusters Score -3332250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3332250.500000 Penalty: 3353.632568
	Iteration 40F: 3 clusters Score -3332250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3332254.500000 Penalty: 3353.632568
	Iteration 41Q: 3 clusters Score -3332254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3332256.250000 Penalty: 3353.632568
	Iteration 42Q: 3 clusters Score -3332256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3332256.250000 Penalty: 3353.632568
	Iteration 43Q: 3 clusters Score -3332256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3332261.500000 Penalty: 3353.632568
	Iteration 44Q: 3 clusters Score -3332262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3332262.750000 Penalty: 3353.632568
	Iteration 45Q: 3 clusters Score -3332263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3332265.250000 Penalty: 3353.632568
	Iteration 46Q: 3 clusters Score -3332265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3332270.000000 Penalty: 3353.632568
	Iteration 47Q: 3 clusters Score -3332270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3332277.000000 Penalty: 3353.632568
	Iteration 48Q: 3 clusters Score -3332277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3332280.750000 Penalty: 3353.632568
	Iteration 49Q: 3 clusters Score -3332281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3332283.500000 Penalty: 3353.632568
	Iteration 50Q: 3 clusters Score -3332284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3332282.500000 Penalty: 3353.632568
	Iteration 51Q: 3 clusters Score -3332282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3332283.250000 Penalty: 3353.632568
	Iteration 52Q: 3 clusters Score -3332283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3332287.500000 Penalty: 3353.632568
	Iteration 53Q: 3 clusters Score -3332288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3332282.000000 Penalty: 3353.632568
	Iteration 54Q: 3 clusters Score -3332282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3332286.250000 Penalty: 3353.632568
	Iteration 55Q: 3 clusters Score -3332286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3332287.250000 Penalty: 3353.632568
	Iteration 56Q: 3 clusters Score -3332287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3332291.250000 Penalty: 3353.632568
	Iteration 57Q: 3 clusters Score -3332291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3332292.000000 Penalty: 3353.632568
	Iteration 58Q: 3 clusters Score -3332292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3332292.750000 Penalty: 3353.632568
	Iteration 59Q: 3 clusters Score -3332293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3332293.500000 Penalty: 3353.632568
	Iteration 60F: 3 clusters Score -3332294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3332298.250000 Penalty: 3353.632568
	Iteration 61Q: 3 clusters Score -3332298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3332296.000000 Penalty: 3353.632568
	Iteration 62Q: 3 clusters Score -3332296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3332294.500000 Penalty: 3353.632568
	Iteration 63Q: 3 clusters Score -3332294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3332291.000000 Penalty: 3353.632568
	Iteration 64Q: 3 clusters Score -3332291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3332294.250000 Penalty: 3353.632568
	Iteration 65Q: 3 clusters Score -3332294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3332294.250000 Penalty: 3353.632568
	Iteration 66F: 3 clusters Score -3332294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -354314.906250 Penalty: 1315.584351
	Iteration 0F: 2 clusters Score -354314.9 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 1608 members 
Entering Unmasked Estep 
Score: -351380.656250 Penalty: 2631.168701
	Iteration 0F: 3 clusters Score -351380.7 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -352175.687500 Penalty: 2631.168701
	Iteration 1F: 3 clusters Score -352175.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -352403.718750 Penalty: 2631.168701
	Iteration 2F: 3 clusters Score -352403.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -352586.250000 Penalty: 2631.168701
	Iteration 3F: 3 clusters Score -352586.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -352740.468750 Penalty: 2631.168701
	Iteration 4F: 3 clusters Score -352740.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -352861.093750 Penalty: 2631.168701
	Iteration 5F: 3 clusters Score -352861.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -352964.312500 Penalty: 2631.168701
	Iteration 6Q: 3 clusters Score -352964.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -353044.875000 Penalty: 2631.168701
	Iteration 7Q: 3 clusters Score -353044.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -353111.125000 Penalty: 2631.168701
	Iteration 8Q: 3 clusters Score -353111.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -353185.281250 Penalty: 2631.168701
	Iteration 9Q: 3 clusters Score -353185.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -353250.375000 Penalty: 2631.168701
	Iteration 10Q: 3 clusters Score -353250.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -353291.312500 Penalty: 2631.168701
	Iteration 11Q: 3 clusters Score -353291.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -353329.312500 Penalty: 2631.168701
	Iteration 12Q: 3 clusters Score -353329.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -353348.718750 Penalty: 2631.168701
	Iteration 13Q: 3 clusters Score -353348.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -353361.500000 Penalty: 2631.168701
	Iteration 14Q: 3 clusters Score -353361.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -353368.437500 Penalty: 2631.168701
	Iteration 15Q: 3 clusters Score -353368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -353374.781250 Penalty: 2631.168701
	Iteration 16Q: 3 clusters Score -353374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -353380.468750 Penalty: 2631.168701
	Iteration 17Q: 3 clusters Score -353380.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -353387.812500 Penalty: 2631.168701
	Iteration 18Q: 3 clusters Score -353387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -353391.750000 Penalty: 2631.168701
	Iteration 19Q: 3 clusters Score -353391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -353398.156250 Penalty: 2631.168701
	Iteration 20F: 3 clusters Score -353398.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -353404.406250 Penalty: 2631.168701
	Iteration 21Q: 3 clusters Score -353404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -353410.687500 Penalty: 2631.168701
	Iteration 22Q: 3 clusters Score -353410.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -353417.875000 Penalty: 2631.168701
	Iteration 23Q: 3 clusters Score -353417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -353422.218750 Penalty: 2631.168701
	Iteration 24Q: 3 clusters Score -353422.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -353423.843750 Penalty: 2631.168701
	Iteration 25Q: 3 clusters Score -353423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -353427.187500 Penalty: 2631.168701
	Iteration 26Q: 3 clusters Score -353427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -353427.406250 Penalty: 2631.168701
	Iteration 27Q: 3 clusters Score -353427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -353427.406250 Penalty: 2631.168701
	Iteration 28F: 3 clusters Score -353427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Entering Unmasked Estep 
Score: -4408744.500000 Penalty: 1721.827148
	Iteration 0F: 2 clusters Score -4408744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4381929.500000 Penalty: 3443.654297
	Iteration 0F: 3 clusters Score -4381930 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4392332.000000 Penalty: 3443.654297
	Iteration 1F: 3 clusters Score -4392332 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4392708.500000 Penalty: 3443.654297
	Iteration 2Q: 3 clusters Score -4392708 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4393091.500000 Penalty: 3443.654297
	Iteration 3Q: 3 clusters Score -4393092 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -4393499.000000 Penalty: 3443.654297
	Iteration 4Q: 3 clusters Score -4393499 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4393871.500000 Penalty: 3443.654297
	Iteration 5Q: 3 clusters Score -4393872 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4394314.500000 Penalty: 3443.654297
	Iteration 6Q: 3 clusters Score -4394314 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4394826.500000 Penalty: 3443.654297
	Iteration 7Q: 3 clusters Score -4394826 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4395638.000000 Penalty: 3443.654297
	Iteration 8Q: 3 clusters Score -4395638 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4396952.500000 Penalty: 3443.654297
	Iteration 9F: 3 clusters Score -4396952 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4398785.500000 Penalty: 3443.654297
	Iteration 10F: 3 clusters Score -4398786 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4400776.500000 Penalty: 3443.654297
	Iteration 11F: 3 clusters Score -4400776 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4402287.000000 Penalty: 3443.654297
	Iteration 12F: 3 clusters Score -4402287 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4402998.000000 Penalty: 3443.654297
	Iteration 13Q: 3 clusters Score -4402998 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -4403328.000000 Penalty: 3443.654297
	Iteration 14Q: 3 clusters Score -4403328 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4403531.000000 Penalty: 3443.654297
	Iteration 15Q: 3 clusters Score -4403531 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -4403718.500000 Penalty: 3443.654297
	Iteration 16Q: 3 clusters Score -4403718 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4403835.000000 Penalty: 3443.654297
	Iteration 17Q: 3 clusters Score -4403835 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4403967.500000 Penalty: 3443.654297
	Iteration 18Q: 3 clusters Score -4403968 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4404112.500000 Penalty: 3443.654297
	Iteration 19Q: 3 clusters Score -4404112 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4404213.500000 Penalty: 3443.654297
	Iteration 20F: 3 clusters Score -4404214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4404319.000000 Penalty: 3443.654297
	Iteration 21Q: 3 clusters Score -4404319 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4404375.500000 Penalty: 3443.654297
	Iteration 22Q: 3 clusters Score -4404376 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4404465.000000 Penalty: 3443.654297
	Iteration 23Q: 3 clusters Score -4404465 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4404524.000000 Penalty: 3443.654297
	Iteration 24Q: 3 clusters Score -4404524 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4404621.000000 Penalty: 3443.654297
	Iteration 25Q: 3 clusters Score -4404621 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4404705.000000 Penalty: 3443.654297
	Iteration 26Q: 3 clusters Score -4404705 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4404787.500000 Penalty: 3443.654297
	Iteration 27Q: 3 clusters Score -4404788 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4404841.000000 Penalty: 3443.654297
	Iteration 28Q: 3 clusters Score -4404841 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4404926.000000 Penalty: 3443.654297
	Iteration 29Q: 3 clusters Score -4404926 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4404990.500000 Penalty: 3443.654297
	Iteration 30Q: 3 clusters Score -4404990 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4405037.500000 Penalty: 3443.654297
	Iteration 31Q: 3 clusters Score -4405038 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4405089.000000 Penalty: 3443.654297
	Iteration 32Q: 3 clusters Score -4405089 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4405134.500000 Penalty: 3443.654297
	Iteration 33Q: 3 clusters Score -4405134 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4405216.000000 Penalty: 3443.654297
	Iteration 34Q: 3 clusters Score -4405216 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -4405258.500000 Penalty: 3443.654297
	Iteration 35Q: 3 clusters Score -4405258 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4405307.000000 Penalty: 3443.654297
	Iteration 36Q: 3 clusters Score -4405307 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4405362.000000 Penalty: 3443.654297
	Iteration 37Q: 3 clusters Score -4405362 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4405417.000000 Penalty: 3443.654297
	Iteration 38Q: 3 clusters Score -4405417 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4405441.500000 Penalty: 3443.654297
	Iteration 39Q: 3 clusters Score -4405442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4405487.000000 Penalty: 3443.654297
	Iteration 40F: 3 clusters Score -4405487 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4405529.500000 Penalty: 3443.654297
	Iteration 41Q: 3 clusters Score -4405530 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4405572.000000 Penalty: 3443.654297
	Iteration 42Q: 3 clusters Score -4405572 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4405620.000000 Penalty: 3443.654297
	Iteration 43Q: 3 clusters Score -4405620 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4405659.000000 Penalty: 3443.654297
	Iteration 44Q: 3 clusters Score -4405659 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4405729.500000 Penalty: 3443.654297
	Iteration 45Q: 3 clusters Score -4405730 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4405787.000000 Penalty: 3443.654297
	Iteration 46Q: 3 clusters Score -4405787 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -4405843.500000 Penalty: 3443.654297
	Iteration 47Q: 3 clusters Score -4405844 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4405897.000000 Penalty: 3443.654297
	Iteration 48Q: 3 clusters Score -4405897 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4405950.000000 Penalty: 3443.654297
	Iteration 49Q: 3 clusters Score -4405950 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4405994.500000 Penalty: 3443.654297
	Iteration 50Q: 3 clusters Score -4405994 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4406052.500000 Penalty: 3443.654297
	Iteration 51Q: 3 clusters Score -4406052 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4406108.000000 Penalty: 3443.654297
	Iteration 52Q: 3 clusters Score -4406108 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4406153.500000 Penalty: 3443.654297
	Iteration 53Q: 3 clusters Score -4406154 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4406219.500000 Penalty: 3443.654297
	Iteration 54Q: 3 clusters Score -4406220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4406272.500000 Penalty: 3443.654297
	Iteration 55Q: 3 clusters Score -4406272 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4406324.000000 Penalty: 3443.654297
	Iteration 56Q: 3 clusters Score -4406324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4406375.500000 Penalty: 3443.654297
	Iteration 57Q: 3 clusters Score -4406376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4406423.000000 Penalty: 3443.654297
	Iteration 58Q: 3 clusters Score -4406423 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4406449.500000 Penalty: 3443.654297
	Iteration 59Q: 3 clusters Score -4406450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -4406473.500000 Penalty: 3443.654297
	Iteration 60F: 3 clusters Score -4406474 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4406499.000000 Penalty: 3443.654297
	Iteration 61Q: 3 clusters Score -4406499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4406518.000000 Penalty: 3443.654297
	Iteration 62Q: 3 clusters Score -4406518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4406546.500000 Penalty: 3443.654297
	Iteration 63Q: 3 clusters Score -4406546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4406572.500000 Penalty: 3443.654297
	Iteration 64Q: 3 clusters Score -4406572 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4406586.000000 Penalty: 3443.654297
	Iteration 65Q: 3 clusters Score -4406586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4406603.000000 Penalty: 3443.654297
	Iteration 66Q: 3 clusters Score -4406603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4406644.000000 Penalty: 3443.654297
	Iteration 67Q: 3 clusters Score -4406644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4406682.500000 Penalty: 3443.654297
	Iteration 68Q: 3 clusters Score -4406682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4406734.000000 Penalty: 3443.654297
	Iteration 69Q: 3 clusters Score -4406734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4406759.000000 Penalty: 3443.654297
	Iteration 70Q: 3 clusters Score -4406759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -4406807.000000 Penalty: 3443.654297
	Iteration 71Q: 3 clusters Score -4406807 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -4406851.500000 Penalty: 3443.654297
	Iteration 72Q: 3 clusters Score -4406852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4406893.500000 Penalty: 3443.654297
	Iteration 73Q: 3 clusters Score -4406894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4406908.000000 Penalty: 3443.654297
	Iteration 74Q: 3 clusters Score -4406908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4406908.000000 Penalty: 3443.654297
	Iteration 75Q: 3 clusters Score -4406908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -4406929.000000 Penalty: 3443.654297
	Iteration 76Q: 3 clusters Score -4406929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -4406956.500000 Penalty: 3443.654297
	Iteration 77Q: 3 clusters Score -4406956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4406965.500000 Penalty: 3443.654297
	Iteration 78Q: 3 clusters Score -4406966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -4406986.500000 Penalty: 3443.654297
	Iteration 79Q: 3 clusters Score -4406986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4406997.000000 Penalty: 3443.654297
	Iteration 80F: 3 clusters Score -4406997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4407012.000000 Penalty: 3443.654297
	Iteration 81Q: 3 clusters Score -4407012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4407051.500000 Penalty: 3443.654297
	Iteration 82Q: 3 clusters Score -4407052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4407069.000000 Penalty: 3443.654297
	Iteration 83Q: 3 clusters Score -4407069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4407077.000000 Penalty: 3443.654297
	Iteration 84Q: 3 clusters Score -4407077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4407101.500000 Penalty: 3443.654297
	Iteration 85Q: 3 clusters Score -4407102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -4407108.000000 Penalty: 3443.654297
	Iteration 86Q: 3 clusters Score -4407108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -4407113.500000 Penalty: 3443.654297
	Iteration 87Q: 3 clusters Score -4407114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -4407111.500000 Penalty: 3443.654297
	Iteration 88Q: 3 clusters Score -4407112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4407127.500000 Penalty: 3443.654297
	Iteration 89Q: 3 clusters Score -4407128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -4407137.000000 Penalty: 3443.654297
	Iteration 90Q: 3 clusters Score -4407137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4407156.500000 Penalty: 3443.654297
	Iteration 91Q: 3 clusters Score -4407156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4407165.500000 Penalty: 3443.654297
	Iteration 92Q: 3 clusters Score -4407166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4407172.000000 Penalty: 3443.654297
	Iteration 93Q: 3 clusters Score -4407172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -4407170.500000 Penalty: 3443.654297
	Iteration 94Q: 3 clusters Score -4407170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -4407172.500000 Penalty: 3443.654297
	Iteration 95Q: 3 clusters Score -4407172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -4407179.500000 Penalty: 3443.654297
	Iteration 96Q: 3 clusters Score -4407180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -4407181.500000 Penalty: 3443.654297
	Iteration 97Q: 3 clusters Score -4407182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4407180.000000 Penalty: 3443.654297
	Iteration 98Q: 3 clusters Score -4407180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -4407181.500000 Penalty: 3443.654297
	Iteration 99Q: 3 clusters Score -4407182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4407188.500000 Penalty: 3443.654297
	Iteration 100F: 3 clusters Score -4407188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4407200.500000 Penalty: 3443.654297
	Iteration 101Q: 3 clusters Score -4407200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4407204.000000 Penalty: 3443.654297
	Iteration 102Q: 3 clusters Score -4407204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4407214.500000 Penalty: 3443.654297
	Iteration 103Q: 3 clusters Score -4407214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -4407227.500000 Penalty: 3443.654297
	Iteration 104Q: 3 clusters Score -4407228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -4407228.000000 Penalty: 3443.654297
	Iteration 105Q: 3 clusters Score -4407228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4407227.500000 Penalty: 3443.654297
	Iteration 106Q: 3 clusters Score -4407228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4407225.500000 Penalty: 3443.654297
	Iteration 107Q: 3 clusters Score -4407226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4407225.500000 Penalty: 3443.654297
	Iteration 108F: 3 clusters Score -4407226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Entering Unmasked Estep 
Score: -6901769.500000 Penalty: 1795.421143
	Iteration 0F: 2 clusters Score -6901770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -6859543.500000 Penalty: 3590.842285
	Iteration 0F: 3 clusters Score -6859544 nChanged 29845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -6876727.500000 Penalty: 3590.842285
	Iteration 1F: 3 clusters Score -6876728 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6877465.000000 Penalty: 3590.842285
	Iteration 2Q: 3 clusters Score -6877465 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6878295.000000 Penalty: 3590.842285
	Iteration 3Q: 3 clusters Score -6878295 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -6879457.500000 Penalty: 3590.842285
	Iteration 4Q: 3 clusters Score -6879458 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6881172.000000 Penalty: 3590.842285
	Iteration 5Q: 3 clusters Score -6881172 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6883473.500000 Penalty: 3590.842285
	Iteration 6F: 3 clusters Score -6883474 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -6886469.500000 Penalty: 3590.842285
	Iteration 7F: 3 clusters Score -6886470 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6889352.500000 Penalty: 3590.842285
	Iteration 8F: 3 clusters Score -6889352 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6891188.500000 Penalty: 3590.842285
	Iteration 9F: 3 clusters Score -6891188 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -6892018.500000 Penalty: 3590.842285
	Iteration 10Q: 3 clusters Score -6892018 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -6892332.500000 Penalty: 3590.842285
	Iteration 11Q: 3 clusters Score -6892332 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -6892485.500000 Penalty: 3590.842285
	Iteration 12Q: 3 clusters Score -6892486 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6892641.500000 Penalty: 3590.842285
	Iteration 13Q: 3 clusters Score -6892642 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6892712.500000 Penalty: 3590.842285
	Iteration 14Q: 3 clusters Score -6892712 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6892800.500000 Penalty: 3590.842285
	Iteration 15Q: 3 clusters Score -6892800 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6892928.500000 Penalty: 3590.842285
	Iteration 16Q: 3 clusters Score -6892928 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -6893016.000000 Penalty: 3590.842285
	Iteration 17Q: 3 clusters Score -6893016 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -6893095.000000 Penalty: 3590.842285
	Iteration 18Q: 3 clusters Score -6893095 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -6893181.000000 Penalty: 3590.842285
	Iteration 19Q: 3 clusters Score -6893181 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -6893311.000000 Penalty: 3590.842285
	Iteration 20F: 3 clusters Score -6893311 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -6893421.500000 Penalty: 3590.842285
	Iteration 21Q: 3 clusters Score -6893422 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -6893536.500000 Penalty: 3590.842285
	Iteration 22Q: 3 clusters Score -6893536 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -6893689.500000 Penalty: 3590.842285
	Iteration 23Q: 3 clusters Score -6893690 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -6893889.500000 Penalty: 3590.842285
	Iteration 24Q: 3 clusters Score -6893890 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -6894051.500000 Penalty: 3590.842285
	Iteration 25Q: 3 clusters Score -6894052 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -6894265.000000 Penalty: 3590.842285
	Iteration 26Q: 3 clusters Score -6894265 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -6894483.500000 Penalty: 3590.842285
	Iteration 27Q: 3 clusters Score -6894484 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -6894725.000000 Penalty: 3590.842285
	Iteration 28Q: 3 clusters Score -6894725 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -6894895.000000 Penalty: 3590.842285
	Iteration 29Q: 3 clusters Score -6894895 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6895101.500000 Penalty: 3590.842285
	Iteration 30Q: 3 clusters Score -6895102 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -6895298.500000 Penalty: 3590.842285
	Iteration 31Q: 3 clusters Score -6895298 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -6895493.000000 Penalty: 3590.842285
	Iteration 32Q: 3 clusters Score -6895493 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -6895645.500000 Penalty: 3590.842285
	Iteration 33Q: 3 clusters Score -6895646 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -6895862.000000 Penalty: 3590.842285
	Iteration 34Q: 3 clusters Score -6895862 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -6896081.000000 Penalty: 3590.842285
	Iteration 35Q: 3 clusters Score -6896081 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -6896293.500000 Penalty: 3590.842285
	Iteration 36Q: 3 clusters Score -6896294 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -6896501.500000 Penalty: 3590.842285
	Iteration 37Q: 3 clusters Score -6896502 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -6896678.000000 Penalty: 3590.842285
	Iteration 38Q: 3 clusters Score -6896678 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -6896898.000000 Penalty: 3590.842285
	Iteration 39Q: 3 clusters Score -6896898 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -6897061.500000 Penalty: 3590.842285
	Iteration 40F: 3 clusters Score -6897062 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -6897215.000000 Penalty: 3590.842285
	Iteration 41Q: 3 clusters Score -6897215 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -6897441.000000 Penalty: 3590.842285
	Iteration 42Q: 3 clusters Score -6897441 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -6897608.000000 Penalty: 3590.842285
	Iteration 43Q: 3 clusters Score -6897608 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -6897820.000000 Penalty: 3590.842285
	Iteration 44Q: 3 clusters Score -6897820 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -6897996.000000 Penalty: 3590.842285
	Iteration 45Q: 3 clusters Score -6897996 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6898212.500000 Penalty: 3590.842285
	Iteration 46Q: 3 clusters Score -6898212 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -6898392.000000 Penalty: 3590.842285
	Iteration 47Q: 3 clusters Score -6898392 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -6898579.500000 Penalty: 3590.842285
	Iteration 48Q: 3 clusters Score -6898580 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -6898756.000000 Penalty: 3590.842285
	Iteration 49Q: 3 clusters Score -6898756 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6898890.500000 Penalty: 3590.842285
	Iteration 50Q: 3 clusters Score -6898890 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6899011.000000 Penalty: 3590.842285
	Iteration 51Q: 3 clusters Score -6899011 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6899158.500000 Penalty: 3590.842285
	Iteration 52Q: 3 clusters Score -6899158 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -6899284.000000 Penalty: 3590.842285
	Iteration 53Q: 3 clusters Score -6899284 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6899430.500000 Penalty: 3590.842285
	Iteration 54Q: 3 clusters Score -6899430 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6899535.500000 Penalty: 3590.842285
	Iteration 55Q: 3 clusters Score -6899536 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6899622.500000 Penalty: 3590.842285
	Iteration 56Q: 3 clusters Score -6899622 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6899710.500000 Penalty: 3590.842285
	Iteration 57Q: 3 clusters Score -6899710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6899767.500000 Penalty: 3590.842285
	Iteration 58Q: 3 clusters Score -6899768 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6899825.000000 Penalty: 3590.842285
	Iteration 59Q: 3 clusters Score -6899825 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6899889.500000 Penalty: 3590.842285
	Iteration 60F: 3 clusters Score -6899890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6899936.500000 Penalty: 3590.842285
	Iteration 61Q: 3 clusters Score -6899936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6899991.500000 Penalty: 3590.842285
	Iteration 62Q: 3 clusters Score -6899992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6900005.500000 Penalty: 3590.842285
	Iteration 63Q: 3 clusters Score -6900006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6900037.500000 Penalty: 3590.842285
	Iteration 64Q: 3 clusters Score -6900038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6900077.500000 Penalty: 3590.842285
	Iteration 65Q: 3 clusters Score -6900078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6900098.500000 Penalty: 3590.842285
	Iteration 66Q: 3 clusters Score -6900098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6900121.500000 Penalty: 3590.842285
	Iteration 67Q: 3 clusters Score -6900122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6900137.500000 Penalty: 3590.842285
	Iteration 68Q: 3 clusters Score -6900138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6900161.000000 Penalty: 3590.842285
	Iteration 69Q: 3 clusters Score -6900161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6900174.500000 Penalty: 3590.842285
	Iteration 70Q: 3 clusters Score -6900174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6900189.500000 Penalty: 3590.842285
	Iteration 71Q: 3 clusters Score -6900190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6900216.000000 Penalty: 3590.842285
	Iteration 72Q: 3 clusters Score -6900216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6900222.000000 Penalty: 3590.842285
	Iteration 73Q: 3 clusters Score -6900222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6900223.500000 Penalty: 3590.842285
	Iteration 74Q: 3 clusters Score -6900224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6900242.500000 Penalty: 3590.842285
	Iteration 75Q: 3 clusters Score -6900242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6900247.000000 Penalty: 3590.842285
	Iteration 76Q: 3 clusters Score -6900247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6900251.000000 Penalty: 3590.842285
	Iteration 77Q: 3 clusters Score -6900251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6900253.000000 Penalty: 3590.842285
	Iteration 78Q: 3 clusters Score -6900253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6900259.500000 Penalty: 3590.842285
	Iteration 79Q: 3 clusters Score -6900260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6900266.000000 Penalty: 3590.842285
	Iteration 80F: 3 clusters Score -6900266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6900268.000000 Penalty: 3590.842285
	Iteration 81Q: 3 clusters Score -6900268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6900270.000000 Penalty: 3590.842285
	Iteration 82Q: 3 clusters Score -6900270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6900268.000000 Penalty: 3590.842285
	Iteration 83Q: 3 clusters Score -6900268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6900263.000000 Penalty: 3590.842285
	Iteration 84Q: 3 clusters Score -6900263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6900263.500000 Penalty: 3590.842285
	Iteration 85Q: 3 clusters Score -6900264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6900267.000000 Penalty: 3590.842285
	Iteration 86Q: 3 clusters Score -6900267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6900267.500000 Penalty: 3590.842285
	Iteration 87Q: 3 clusters Score -6900268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6900273.000000 Penalty: 3590.842285
	Iteration 88Q: 3 clusters Score -6900273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6900283.500000 Penalty: 3590.842285
	Iteration 89Q: 3 clusters Score -6900284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6900282.000000 Penalty: 3590.842285
	Iteration 90Q: 3 clusters Score -6900282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6900277.000000 Penalty: 3590.842285
	Iteration 91Q: 3 clusters Score -6900277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6900280.000000 Penalty: 3590.842285
	Iteration 92Q: 3 clusters Score -6900280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6900276.000000 Penalty: 3590.842285
	Iteration 93Q: 3 clusters Score -6900276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6900278.500000 Penalty: 3590.842285
	Iteration 94Q: 3 clusters Score -6900278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6900278.500000 Penalty: 3590.842285
	Iteration 95Q: 3 clusters Score -6900278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6900277.500000 Penalty: 3590.842285
	Iteration 96Q: 3 clusters Score -6900278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6900279.500000 Penalty: 3590.842285
	Iteration 97Q: 3 clusters Score -6900280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6900283.000000 Penalty: 3590.842285
	Iteration 98Q: 3 clusters Score -6900283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6900277.500000 Penalty: 3590.842285
	Iteration 99Q: 3 clusters Score -6900278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6900277.500000 Penalty: 3590.842285
	Iteration 100F: 3 clusters Score -6900278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129077 members 
Entering Unmasked Estep 
Score: -14163983.000000 Penalty: 1912.326782
	Iteration 0F: 2 clusters Score -1.416398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -14077622.000000 Penalty: 3824.653564
	Iteration 0F: 3 clusters Score -1.407762e+07 nChanged 62035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -14113640.000000 Penalty: 3824.653564
	Iteration 1F: 3 clusters Score -1.411364e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -14114479.000000 Penalty: 3824.653564
	Iteration 2Q: 3 clusters Score -1.411448e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -14115720.000000 Penalty: 3824.653564
	Iteration 3Q: 3 clusters Score -1.411572e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -14118087.000000 Penalty: 3824.653564
	Iteration 4Q: 3 clusters Score -1.411809e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -14122641.000000 Penalty: 3824.653564
	Iteration 5F: 3 clusters Score -1.412264e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -14130428.000000 Penalty: 3824.653564
	Iteration 6F: 3 clusters Score -1.413043e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -14141404.000000 Penalty: 3824.653564
	Iteration 7F: 3 clusters Score -1.41414e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 118336 members 
Entering Unmasked Estep 
Score: -14152018.000000 Penalty: 3824.653564
	Iteration 8F: 3 clusters Score -1.415202e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
Score: -14158508.000000 Penalty: 3824.653564
	Iteration 9F: 3 clusters Score -1.415851e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -14160993.000000 Penalty: 3824.653564
	Iteration 10Q: 3 clusters Score -1.416099e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 128527 members 
Entering Unmasked Estep 
Score: -14161813.000000 Penalty: 3824.653564
	Iteration 11Q: 3 clusters Score -1.416181e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -14162119.000000 Penalty: 3824.653564
	Iteration 12Q: 3 clusters Score -1.416212e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -14162221.000000 Penalty: 3824.653564
	Iteration 13Q: 3 clusters Score -1.416222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 128859 members 
Entering Unmasked Estep 
Score: -14162260.000000 Penalty: 3824.653564
	Iteration 14Q: 3 clusters Score -1.416226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 128872 members 
Entering Unmasked Estep 
Score: -14162287.000000 Penalty: 3824.653564
	Iteration 15Q: 3 clusters Score -1.416229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -14162291.000000 Penalty: 3824.653564
	Iteration 16Q: 3 clusters Score -1.416229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -14162327.000000 Penalty: 3824.653564
	Iteration 17Q: 3 clusters Score -1.416233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128881 members 
Entering Unmasked Estep 
Score: -14162326.000000 Penalty: 3824.653564
	Iteration 18Q: 3 clusters Score -1.416233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128881 members 
Entering Unmasked Estep 
Score: -14162341.000000 Penalty: 3824.653564
	Iteration 19Q: 3 clusters Score -1.416234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -14162339.000000 Penalty: 3824.653564
	Iteration 20F: 3 clusters Score -1.416234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -14162346.000000 Penalty: 3824.653564
	Iteration 21Q: 3 clusters Score -1.416235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -14162346.000000 Penalty: 3824.653564
	Iteration 22Q: 3 clusters Score -1.416235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128881 members 
Entering Unmasked Estep 
Score: -14162357.000000 Penalty: 3824.653564
	Iteration 23Q: 3 clusters Score -1.416236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -14162361.000000 Penalty: 3824.653564
	Iteration 24Q: 3 clusters Score -1.416236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -14162357.000000 Penalty: 3824.653564
	Iteration 25Q: 3 clusters Score -1.416236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -14162357.000000 Penalty: 3824.653564
	Iteration 26F: 3 clusters Score -1.416236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Entering Unmasked Estep 
Score: -4262627.500000 Penalty: 1716.563232
	Iteration 0F: 2 clusters Score -4262628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4236714.500000 Penalty: 3433.126465
	Iteration 0F: 3 clusters Score -4236714 nChanged 18007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4246709.500000 Penalty: 3433.126465
	Iteration 1F: 3 clusters Score -4246710 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4247137.000000 Penalty: 3433.126465
	Iteration 2Q: 3 clusters Score -4247137 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -4247668.500000 Penalty: 3433.126465
	Iteration 3Q: 3 clusters Score -4247668 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4248470.500000 Penalty: 3433.126465
	Iteration 4Q: 3 clusters Score -4248470 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4249745.500000 Penalty: 3433.126465
	Iteration 5F: 3 clusters Score -4249746 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4251702.000000 Penalty: 3433.126465
	Iteration 6F: 3 clusters Score -4251702 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4254226.000000 Penalty: 3433.126465
	Iteration 7F: 3 clusters Score -4254226 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4256832.000000 Penalty: 3433.126465
	Iteration 8F: 3 clusters Score -4256832 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4258907.500000 Penalty: 3433.126465
	Iteration 9F: 3 clusters Score -4258908 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4260150.500000 Penalty: 3433.126465
	Iteration 10Q: 3 clusters Score -4260150 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4260708.500000 Penalty: 3433.126465
	Iteration 11Q: 3 clusters Score -4260708 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4260937.000000 Penalty: 3433.126465
	Iteration 12Q: 3 clusters Score -4260937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4261020.000000 Penalty: 3433.126465
	Iteration 13Q: 3 clusters Score -4261020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -4261081.500000 Penalty: 3433.126465
	Iteration 14Q: 3 clusters Score -4261082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -4261107.000000 Penalty: 3433.126465
	Iteration 15Q: 3 clusters Score -4261107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -4261119.500000 Penalty: 3433.126465
	Iteration 16Q: 3 clusters Score -4261120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4261125.000000 Penalty: 3433.126465
	Iteration 17Q: 3 clusters Score -4261125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4261127.000000 Penalty: 3433.126465
	Iteration 18Q: 3 clusters Score -4261127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -4261130.000000 Penalty: 3433.126465
	Iteration 19Q: 3 clusters Score -4261130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4261131.500000 Penalty: 3433.126465
	Iteration 20F: 3 clusters Score -4261132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -4261132.500000 Penalty: 3433.126465
	Iteration 21Q: 3 clusters Score -4261132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4261133.500000 Penalty: 3433.126465
	Iteration 22Q: 3 clusters Score -4261134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4261133.500000 Penalty: 3433.126465
	Iteration 23F: 3 clusters Score -4261134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 162177 members 
Mstep: Class 4 contains 71848 members 
Mstep: Class 5 contains 123441 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 155466 members 
Mstep: Class 15 contains 30299 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 39969 members 
Mstep: Class 18 contains 62865 members 
Mstep: Class 19 contains 129077 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868096.000000 Penalty: 44658.785156
Iteration 119Q: 21 clusters Score -9.88681e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 162085 members 
Mstep: Class 4 contains 71855 members 
Mstep: Class 5 contains 123429 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14638 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14596 members 
Mstep: Class 13 contains 29520 members 
Mstep: Class 14 contains 155456 members 
Mstep: Class 15 contains 30294 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 40007 members 
Mstep: Class 18 contains 62853 members 
Mstep: Class 19 contains 129079 members 
Mstep: Class 21 contains 38699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868080.000000 Penalty: 44658.785156
Iteration 120F: 21 clusters Score -9.886808e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 162007 members 
Mstep: Class 4 contains 71869 members 
Mstep: Class 5 contains 123410 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 29525 members 
Mstep: Class 14 contains 155451 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 40042 members 
Mstep: Class 18 contains 62835 members 
Mstep: Class 19 contains 129078 members 
Mstep: Class 21 contains 38697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868128.000000 Penalty: 44658.785156
Iteration 121Q: 21 clusters Score -9.886813e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161931 members 
Mstep: Class 4 contains 71877 members 
Mstep: Class 5 contains 123385 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14646 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14740 members 
Mstep: Class 13 contains 29530 members 
Mstep: Class 14 contains 155462 members 
Mstep: Class 15 contains 30288 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 40075 members 
Mstep: Class 18 contains 62821 members 
Mstep: Class 19 contains 129078 members 
Mstep: Class 21 contains 38698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868248.000000 Penalty: 44658.785156
Iteration 122Q: 21 clusters Score -9.886825e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161852 members 
Mstep: Class 4 contains 71890 members 
Mstep: Class 5 contains 123371 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14654 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14811 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 155466 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 40111 members 
Mstep: Class 18 contains 62807 members 
Mstep: Class 19 contains 129073 members 
Mstep: Class 21 contains 38696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868368.000000 Penalty: 44658.785156
Iteration 123Q: 21 clusters Score -9.886837e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161768 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 123348 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14664 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 14878 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 155471 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 40141 members 
Mstep: Class 18 contains 62792 members 
Mstep: Class 19 contains 129074 members 
Mstep: Class 21 contains 38703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868176.000000 Penalty: 44658.785156
Iteration 124Q: 21 clusters Score -9.886818e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161676 members 
Mstep: Class 4 contains 71899 members 
Mstep: Class 5 contains 123338 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14674 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 29518 members 
Mstep: Class 14 contains 155505 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 40177 members 
Mstep: Class 18 contains 62771 members 
Mstep: Class 19 contains 129080 members 
Mstep: Class 21 contains 38705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868384.000000 Penalty: 44658.785156
Iteration 125Q: 21 clusters Score -9.886838e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161566 members 
Mstep: Class 4 contains 71903 members 
Mstep: Class 5 contains 123322 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 14678 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 15005 members 
Mstep: Class 13 contains 29513 members 
Mstep: Class 14 contains 155551 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 40212 members 
Mstep: Class 18 contains 62750 members 
Mstep: Class 19 contains 129076 members 
Mstep: Class 21 contains 38709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868528.000000 Penalty: 44658.785156
Iteration 126Q: 21 clusters Score -9.886853e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161457 members 
Mstep: Class 4 contains 71917 members 
Mstep: Class 5 contains 123312 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 15072 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 155586 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 40247 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 129069 members 
Mstep: Class 21 contains 38715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868472.000000 Penalty: 44658.785156
Iteration 127Q: 21 clusters Score -9.886847e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161360 members 
Mstep: Class 4 contains 71920 members 
Mstep: Class 5 contains 123290 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 15147 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 155614 members 
Mstep: Class 15 contains 30270 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 40288 members 
Mstep: Class 18 contains 62719 members 
Mstep: Class 19 contains 129072 members 
Mstep: Class 21 contains 38716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868344.000000 Penalty: 44658.785156
Iteration 128Q: 21 clusters Score -9.886834e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161265 members 
Mstep: Class 4 contains 71925 members 
Mstep: Class 5 contains 123272 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14682 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 15231 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 155643 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 3294 members 
Mstep: Class 17 contains 40323 members 
Mstep: Class 18 contains 62707 members 
Mstep: Class 19 contains 129055 members 
Mstep: Class 21 contains 38709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868232.000000 Penalty: 44658.785156
Iteration 129Q: 21 clusters Score -9.886823e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161136 members 
Mstep: Class 4 contains 71934 members 
Mstep: Class 5 contains 123256 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 15317 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 155683 members 
Mstep: Class 15 contains 30261 members 
Mstep: Class 16 contains 3294 members 
Mstep: Class 17 contains 40358 members 
Mstep: Class 18 contains 62694 members 
Mstep: Class 19 contains 129044 members 
Mstep: Class 21 contains 38702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868232.000000 Penalty: 44658.785156
Iteration 130Q: 21 clusters Score -9.886823e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 161015 members 
Mstep: Class 4 contains 71940 members 
Mstep: Class 5 contains 123226 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 155742 members 
Mstep: Class 15 contains 30251 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 40387 members 
Mstep: Class 18 contains 62679 members 
Mstep: Class 19 contains 129030 members 
Mstep: Class 21 contains 38702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868456.000000 Penalty: 44658.785156
Iteration 131Q: 21 clusters Score -9.886846e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 160913 members 
Mstep: Class 4 contains 71948 members 
Mstep: Class 5 contains 123185 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 15499 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 155778 members 
Mstep: Class 15 contains 30242 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 40415 members 
Mstep: Class 18 contains 62663 members 
Mstep: Class 19 contains 129033 members 
Mstep: Class 21 contains 38706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868424.000000 Penalty: 44658.785156
Iteration 132Q: 21 clusters Score -9.886842e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 699 members 
Mstep: Class 3 contains 160781 members 
Mstep: Class 4 contains 71951 members 
Mstep: Class 5 contains 123165 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 15562 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 155848 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 40446 members 
Mstep: Class 18 contains 62645 members 
Mstep: Class 19 contains 129028 members 
Mstep: Class 21 contains 38697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868568.000000 Penalty: 44658.785156
Iteration 133Q: 21 clusters Score -9.886857e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 160660 members 
Mstep: Class 4 contains 71960 members 
Mstep: Class 5 contains 123128 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 155927 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 40474 members 
Mstep: Class 18 contains 62633 members 
Mstep: Class 19 contains 129022 members 
Mstep: Class 21 contains 38687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868544.000000 Penalty: 44658.785156
Iteration 134Q: 21 clusters Score -9.886854e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 160553 members 
Mstep: Class 4 contains 71956 members 
Mstep: Class 5 contains 123094 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 15696 members 
Mstep: Class 13 contains 29518 members 
Mstep: Class 14 contains 156001 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 40498 members 
Mstep: Class 18 contains 62616 members 
Mstep: Class 19 contains 129021 members 
Mstep: Class 21 contains 38693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868512.000000 Penalty: 44658.785156
Iteration 135Q: 21 clusters Score -9.886851e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 160454 members 
Mstep: Class 4 contains 71951 members 
Mstep: Class 5 contains 123057 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 15759 members 
Mstep: Class 13 contains 29515 members 
Mstep: Class 14 contains 156055 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 40524 members 
Mstep: Class 18 contains 62603 members 
Mstep: Class 19 contains 129019 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868688.000000 Penalty: 44658.785156
Iteration 136Q: 21 clusters Score -9.886869e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 160368 members 
Mstep: Class 4 contains 71944 members 
Mstep: Class 5 contains 123015 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14709 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 15828 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 156081 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 40550 members 
Mstep: Class 18 contains 62605 members 
Mstep: Class 19 contains 129028 members 
Mstep: Class 21 contains 38699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868688.000000 Penalty: 44658.785156
Iteration 137Q: 21 clusters Score -9.886869e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 160318 members 
Mstep: Class 4 contains 71948 members 
Mstep: Class 5 contains 122990 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14712 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 15893 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 156077 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 40576 members 
Mstep: Class 18 contains 62606 members 
Mstep: Class 19 contains 129031 members 
Mstep: Class 21 contains 38698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868840.000000 Penalty: 44658.785156
Iteration 138Q: 21 clusters Score -9.886884e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 160289 members 
Mstep: Class 4 contains 71957 members 
Mstep: Class 5 contains 122978 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 15949 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 156052 members 
Mstep: Class 15 contains 30194 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 40595 members 
Mstep: Class 18 contains 62595 members 
Mstep: Class 19 contains 129038 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868728.000000 Penalty: 44658.785156
Iteration 139Q: 21 clusters Score -9.886873e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 160259 members 
Mstep: Class 4 contains 71968 members 
Mstep: Class 5 contains 122961 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14715 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16004 members 
Mstep: Class 13 contains 29485 members 
Mstep: Class 14 contains 156027 members 
Mstep: Class 15 contains 30189 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 40614 members 
Mstep: Class 18 contains 62588 members 
Mstep: Class 19 contains 129035 members 
Mstep: Class 21 contains 38695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868752.000000 Penalty: 44658.785156
Iteration 140F: 21 clusters Score -9.886875e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 160214 members 
Mstep: Class 4 contains 71983 members 
Mstep: Class 5 contains 122951 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14715 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 29479 members 
Mstep: Class 14 contains 155996 members 
Mstep: Class 15 contains 30183 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 17 contains 40632 members 
Mstep: Class 18 contains 62586 members 
Mstep: Class 19 contains 129037 members 
Mstep: Class 21 contains 38698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868760.000000 Penalty: 44658.785156
Iteration 141Q: 21 clusters Score -9.886876e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 160156 members 
Mstep: Class 4 contains 72000 members 
Mstep: Class 5 contains 122949 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16123 members 
Mstep: Class 13 contains 29478 members 
Mstep: Class 14 contains 155980 members 
Mstep: Class 15 contains 30179 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 40652 members 
Mstep: Class 18 contains 62577 members 
Mstep: Class 19 contains 129046 members 
Mstep: Class 21 contains 38697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868712.000000 Penalty: 44658.785156
Iteration 142Q: 21 clusters Score -9.886871e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 160121 members 
Mstep: Class 4 contains 72015 members 
Mstep: Class 5 contains 122949 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 29460 members 
Mstep: Class 14 contains 155957 members 
Mstep: Class 15 contains 30174 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 40673 members 
Mstep: Class 18 contains 62563 members 
Mstep: Class 19 contains 129052 members 
Mstep: Class 21 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868800.000000 Penalty: 44658.785156
Iteration 143Q: 21 clusters Score -9.88688e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 160050 members 
Mstep: Class 4 contains 72029 members 
Mstep: Class 5 contains 122941 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16240 members 
Mstep: Class 13 contains 29449 members 
Mstep: Class 14 contains 155972 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 40694 members 
Mstep: Class 18 contains 62556 members 
Mstep: Class 19 contains 129046 members 
Mstep: Class 21 contains 38690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868856.000000 Penalty: 44658.785156
Iteration 144Q: 21 clusters Score -9.886886e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159980 members 
Mstep: Class 4 contains 72043 members 
Mstep: Class 5 contains 122932 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16304 members 
Mstep: Class 13 contains 29438 members 
Mstep: Class 14 contains 155974 members 
Mstep: Class 15 contains 30166 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 40712 members 
Mstep: Class 18 contains 62548 members 
Mstep: Class 19 contains 129046 members 
Mstep: Class 21 contains 38694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868936.000000 Penalty: 44658.785156
Iteration 145Q: 21 clusters Score -9.886894e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159918 members 
Mstep: Class 4 contains 72071 members 
Mstep: Class 5 contains 122927 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16366 members 
Mstep: Class 13 contains 29429 members 
Mstep: Class 14 contains 155964 members 
Mstep: Class 15 contains 30161 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 40729 members 
Mstep: Class 18 contains 62538 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868856.000000 Penalty: 44658.785156
Iteration 146Q: 21 clusters Score -9.886886e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159859 members 
Mstep: Class 4 contains 72098 members 
Mstep: Class 5 contains 122926 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14714 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16419 members 
Mstep: Class 13 contains 29422 members 
Mstep: Class 14 contains 155959 members 
Mstep: Class 15 contains 30153 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40737 members 
Mstep: Class 18 contains 62524 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868736.000000 Penalty: 44658.785156
Iteration 147Q: 21 clusters Score -9.886874e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159804 members 
Mstep: Class 4 contains 72128 members 
Mstep: Class 5 contains 122897 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14715 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16488 members 
Mstep: Class 13 contains 29412 members 
Mstep: Class 14 contains 155950 members 
Mstep: Class 15 contains 30145 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40751 members 
Mstep: Class 18 contains 62516 members 
Mstep: Class 19 contains 129038 members 
Mstep: Class 21 contains 38686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868856.000000 Penalty: 44658.785156
Iteration 148Q: 21 clusters Score -9.886886e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159746 members 
Mstep: Class 4 contains 72141 members 
Mstep: Class 5 contains 122878 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14715 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16550 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 155965 members 
Mstep: Class 15 contains 30143 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40765 members 
Mstep: Class 18 contains 62502 members 
Mstep: Class 19 contains 129036 members 
Mstep: Class 21 contains 38690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868968.000000 Penalty: 44658.785156
Iteration 149Q: 21 clusters Score -9.886897e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159706 members 
Mstep: Class 4 contains 72172 members 
Mstep: Class 5 contains 122859 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14715 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 29376 members 
Mstep: Class 14 contains 155944 members 
Mstep: Class 15 contains 30138 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40790 members 
Mstep: Class 18 contains 62495 members 
Mstep: Class 19 contains 129039 members 
Mstep: Class 21 contains 38691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868776.000000 Penalty: 44658.785156
Iteration 150Q: 21 clusters Score -9.886878e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159663 members 
Mstep: Class 4 contains 72191 members 
Mstep: Class 5 contains 122834 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 29367 members 
Mstep: Class 14 contains 155939 members 
Mstep: Class 15 contains 30137 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40813 members 
Mstep: Class 18 contains 62483 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 38680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868960.000000 Penalty: 44658.785156
Iteration 151Q: 21 clusters Score -9.886896e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159626 members 
Mstep: Class 4 contains 72211 members 
Mstep: Class 5 contains 122819 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16709 members 
Mstep: Class 13 contains 29357 members 
Mstep: Class 14 contains 155917 members 
Mstep: Class 15 contains 30135 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40834 members 
Mstep: Class 18 contains 62477 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868920.000000 Penalty: 44658.785156
Iteration 152Q: 21 clusters Score -9.886892e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159567 members 
Mstep: Class 4 contains 72224 members 
Mstep: Class 5 contains 122795 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 29348 members 
Mstep: Class 14 contains 155938 members 
Mstep: Class 15 contains 30129 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40846 members 
Mstep: Class 18 contains 62481 members 
Mstep: Class 19 contains 129041 members 
Mstep: Class 21 contains 38683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869064.000000 Penalty: 44658.785156
Iteration 153Q: 21 clusters Score -9.886906e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159506 members 
Mstep: Class 4 contains 72241 members 
Mstep: Class 5 contains 122767 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16822 members 
Mstep: Class 13 contains 29337 members 
Mstep: Class 14 contains 155968 members 
Mstep: Class 15 contains 30125 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40853 members 
Mstep: Class 18 contains 62478 members 
Mstep: Class 19 contains 129036 members 
Mstep: Class 21 contains 38680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869168.000000 Penalty: 44658.785156
Iteration 154Q: 21 clusters Score -9.886917e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159441 members 
Mstep: Class 4 contains 72252 members 
Mstep: Class 5 contains 122747 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 16884 members 
Mstep: Class 13 contains 29336 members 
Mstep: Class 14 contains 155980 members 
Mstep: Class 15 contains 30122 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40858 members 
Mstep: Class 18 contains 62478 members 
Mstep: Class 19 contains 129037 members 
Mstep: Class 21 contains 38682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869200.000000 Penalty: 44658.785156
Iteration 155Q: 21 clusters Score -9.88692e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159365 members 
Mstep: Class 4 contains 72270 members 
Mstep: Class 5 contains 122732 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 29332 members 
Mstep: Class 14 contains 155991 members 
Mstep: Class 15 contains 30122 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40861 members 
Mstep: Class 18 contains 62482 members 
Mstep: Class 19 contains 129038 members 
Mstep: Class 21 contains 38678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869200.000000 Penalty: 44658.785156
Iteration 156Q: 21 clusters Score -9.88692e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159305 members 
Mstep: Class 4 contains 72288 members 
Mstep: Class 5 contains 122726 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 29332 members 
Mstep: Class 14 contains 155994 members 
Mstep: Class 15 contains 30117 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 40867 members 
Mstep: Class 18 contains 62474 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 38678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869208.000000 Penalty: 44658.785156
Iteration 157Q: 21 clusters Score -9.886921e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159229 members 
Mstep: Class 4 contains 72303 members 
Mstep: Class 5 contains 122725 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17026 members 
Mstep: Class 13 contains 29318 members 
Mstep: Class 14 contains 156009 members 
Mstep: Class 15 contains 30118 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 40872 members 
Mstep: Class 18 contains 62472 members 
Mstep: Class 19 contains 129047 members 
Mstep: Class 21 contains 38681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869224.000000 Penalty: 44658.785156
Iteration 158Q: 21 clusters Score -9.886922e+07 nChanged 320
Entering ConstructFrom: 
Score: -98869224.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Entering Unmasked Estep 
Score: -4318660.000000 Penalty: 1727.814087
	Iteration 0F: 2 clusters Score -4318660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4290806.500000 Penalty: 3455.628174
	Iteration 0F: 3 clusters Score -4290806 nChanged 19365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4302002.000000 Penalty: 3455.628174
	Iteration 1F: 3 clusters Score -4302002 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4302862.500000 Penalty: 3455.628174
	Iteration 2F: 3 clusters Score -4302862 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4304206.000000 Penalty: 3455.628174
	Iteration 3F: 3 clusters Score -4304206 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4306281.000000 Penalty: 3455.628174
	Iteration 4F: 3 clusters Score -4306281 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4309278.500000 Penalty: 3455.628174
	Iteration 5F: 3 clusters Score -4309278 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4312740.500000 Penalty: 3455.628174
	Iteration 6F: 3 clusters Score -4312740 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4315327.500000 Penalty: 3455.628174
	Iteration 7F: 3 clusters Score -4315328 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -4316639.000000 Penalty: 3455.628174
	Iteration 8Q: 3 clusters Score -4316639 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -4317401.500000 Penalty: 3455.628174
	Iteration 9Q: 3 clusters Score -4317402 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -4317910.000000 Penalty: 3455.628174
	Iteration 10Q: 3 clusters Score -4317910 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4318283.500000 Penalty: 3455.628174
	Iteration 11Q: 3 clusters Score -4318284 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -4318478.500000 Penalty: 3455.628174
	Iteration 12Q: 3 clusters Score -4318478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -4318567.000000 Penalty: 3455.628174
	Iteration 13Q: 3 clusters Score -4318567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4318617.500000 Penalty: 3455.628174
	Iteration 14Q: 3 clusters Score -4318618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -4318647.000000 Penalty: 3455.628174
	Iteration 15Q: 3 clusters Score -4318647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4318676.500000 Penalty: 3455.628174
	Iteration 16Q: 3 clusters Score -4318676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4318700.000000 Penalty: 3455.628174
	Iteration 17Q: 3 clusters Score -4318700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4318718.000000 Penalty: 3455.628174
	Iteration 18Q: 3 clusters Score -4318718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4318742.000000 Penalty: 3455.628174
	Iteration 19Q: 3 clusters Score -4318742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4318850.000000 Penalty: 3455.628174
	Iteration 20F: 3 clusters Score -4318850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4318873.500000 Penalty: 3455.628174
	Iteration 21Q: 3 clusters Score -4318874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4318893.500000 Penalty: 3455.628174
	Iteration 22Q: 3 clusters Score -4318894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -4318911.000000 Penalty: 3455.628174
	Iteration 23Q: 3 clusters Score -4318911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4318911.000000 Penalty: 3455.628174
	Iteration 24Q: 3 clusters Score -4318911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -4318911.500000 Penalty: 3455.628174
	Iteration 25Q: 3 clusters Score -4318912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4318918.500000 Penalty: 3455.628174
	Iteration 26Q: 3 clusters Score -4318918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4318920.000000 Penalty: 3455.628174
	Iteration 27Q: 3 clusters Score -4318920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4318923.000000 Penalty: 3455.628174
	Iteration 28Q: 3 clusters Score -4318923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -4318924.000000 Penalty: 3455.628174
	Iteration 29Q: 3 clusters Score -4318924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4318932.000000 Penalty: 3455.628174
	Iteration 30Q: 3 clusters Score -4318932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4318932.500000 Penalty: 3455.628174
	Iteration 31Q: 3 clusters Score -4318932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4318934.000000 Penalty: 3455.628174
	Iteration 32Q: 3 clusters Score -4318934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4318937.000000 Penalty: 3455.628174
	Iteration 33Q: 3 clusters Score -4318937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4318936.000000 Penalty: 3455.628174
	Iteration 34Q: 3 clusters Score -4318936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4318941.500000 Penalty: 3455.628174
	Iteration 35Q: 3 clusters Score -4318942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4318938.500000 Penalty: 3455.628174
	Iteration 36Q: 3 clusters Score -4318938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -4318937.000000 Penalty: 3455.628174
	Iteration 37Q: 3 clusters Score -4318937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4318937.500000 Penalty: 3455.628174
	Iteration 38Q: 3 clusters Score -4318938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4318935.000000 Penalty: 3455.628174
	Iteration 39Q: 3 clusters Score -4318935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4318938.500000 Penalty: 3455.628174
	Iteration 40F: 3 clusters Score -4318938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4318937.500000 Penalty: 3455.628174
	Iteration 41Q: 3 clusters Score -4318938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4318937.500000 Penalty: 3455.628174
	Iteration 42F: 3 clusters Score -4318938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159169 members 
Mstep: Class 4 contains 72318 members 
Mstep: Class 5 contains 122724 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 156010 members 
Mstep: Class 15 contains 30115 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 62475 members 
Mstep: Class 19 contains 129049 members 
Mstep: Class 20 contains 39869 members 
Mstep: Class 21 contains 38687 members 
Entering Unmasked Estep 
Score: -98868472.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98869224.000000 to -98868472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -61148.152344 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -61148.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59992.839844 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -59992.84 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60242.066406 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -60242.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60373.835938 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -60373.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60442.550781 Penalty: 2124.895508
	Iteration 3F: 3 clusters Score -60442.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60503.265625 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -60503.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60536.437500 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -60536.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60616.523438 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -60616.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60708.460938 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -60708.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60915.304688 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -60915.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61061.257812 Penalty: 2124.895508
	Iteration 9F: 3 clusters Score -61061.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61197.738281 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -61197.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61260.980469 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -61260.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61297.242188 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -61297.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61353.703125 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -61353.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61409.242188 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -61409.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61445.371094 Penalty: 2124.895508
	Iteration 15Q: 3 clusters Score -61445.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61489.687500 Penalty: 2124.895508
	Iteration 16Q: 3 clusters Score -61489.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61522.480469 Penalty: 2124.895508
	Iteration 17Q: 3 clusters Score -61522.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61575.425781 Penalty: 2124.895508
	Iteration 18Q: 3 clusters Score -61575.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61587.562500 Penalty: 2124.895508
	Iteration 19Q: 3 clusters Score -61587.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61621.292969 Penalty: 2124.895508
	Iteration 20F: 3 clusters Score -61621.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61672.710938 Penalty: 2124.895508
	Iteration 21Q: 3 clusters Score -61672.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61677.058594 Penalty: 2124.895508
	Iteration 22Q: 3 clusters Score -61677.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61682.894531 Penalty: 2124.895508
	Iteration 23Q: 3 clusters Score -61682.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61689.429688 Penalty: 2124.895508
	Iteration 24Q: 3 clusters Score -61689.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61702.667969 Penalty: 2124.895508
	Iteration 25Q: 3 clusters Score -61702.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61709.601562 Penalty: 2124.895508
	Iteration 26Q: 3 clusters Score -61709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61709.968750 Penalty: 2124.895508
	Iteration 27Q: 3 clusters Score -61709.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61709.968750 Penalty: 2124.895508
	Iteration 28F: 3 clusters Score -61709.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 159169 members 
Mstep: Class 4 contains 72318 members 
Mstep: Class 5 contains 122724 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 156010 members 
Mstep: Class 15 contains 30115 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 62475 members 
Mstep: Class 19 contains 129049 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 21 contains 38687 members 
Entering Unmasked Estep 
Score: -98868472.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98869224.000000 to -98868472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (159169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Entering Unmasked Estep 
Score: -17147958.000000 Penalty: 1946.379883
	Iteration 0F: 2 clusters Score -1.714796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -17043986.000000 Penalty: 3892.759766
	Iteration 0F: 3 clusters Score -1.704399e+07 nChanged 76715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -17089236.000000 Penalty: 3892.759766
	Iteration 1F: 3 clusters Score -1.708924e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -17089960.000000 Penalty: 3892.759766
	Iteration 2Q: 3 clusters Score -1.708996e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -17091092.000000 Penalty: 3892.759766
	Iteration 3Q: 3 clusters Score -1.709109e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -17092790.000000 Penalty: 3892.759766
	Iteration 4Q: 3 clusters Score -1.709279e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -17096304.000000 Penalty: 3892.759766
	Iteration 5Q: 3 clusters Score -1.70963e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -17101902.000000 Penalty: 3892.759766
	Iteration 6F: 3 clusters Score -1.71019e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -17110928.000000 Penalty: 3892.759766
	Iteration 7F: 3 clusters Score -1.711093e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -17122168.000000 Penalty: 3892.759766
	Iteration 8F: 3 clusters Score -1.712217e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 121161 members 
Entering Unmasked Estep 
Score: -17133048.000000 Penalty: 3892.759766
	Iteration 9F: 3 clusters Score -1.713305e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 125111 members 
Entering Unmasked Estep 
Score: -17139070.000000 Penalty: 3892.759766
	Iteration 10Q: 3 clusters Score -1.713907e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -17141398.000000 Penalty: 3892.759766
	Iteration 11Q: 3 clusters Score -1.71414e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 129691 members 
Entering Unmasked Estep 
Score: -17143044.000000 Penalty: 3892.759766
	Iteration 12Q: 3 clusters Score -1.714304e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 131418 members 
Entering Unmasked Estep 
Score: -17144084.000000 Penalty: 3892.759766
	Iteration 13Q: 3 clusters Score -1.714408e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 132894 members 
Entering Unmasked Estep 
Score: -17144814.000000 Penalty: 3892.759766
	Iteration 14Q: 3 clusters Score -1.714481e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -17145292.000000 Penalty: 3892.759766
	Iteration 15Q: 3 clusters Score -1.714529e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -17145700.000000 Penalty: 3892.759766
	Iteration 16Q: 3 clusters Score -1.71457e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -17145994.000000 Penalty: 3892.759766
	Iteration 17Q: 3 clusters Score -1.714599e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 137359 members 
Entering Unmasked Estep 
Score: -17146232.000000 Penalty: 3892.759766
	Iteration 18Q: 3 clusters Score -1.714623e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 138350 members 
Entering Unmasked Estep 
Score: -17146484.000000 Penalty: 3892.759766
	Iteration 19Q: 3 clusters Score -1.714648e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 139394 members 
Entering Unmasked Estep 
Score: -17146724.000000 Penalty: 3892.759766
	Iteration 20F: 3 clusters Score -1.714672e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 140400 members 
Entering Unmasked Estep 
Score: -17146916.000000 Penalty: 3892.759766
	Iteration 21Q: 3 clusters Score -1.714692e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 141417 members 
Entering Unmasked Estep 
Score: -17147086.000000 Penalty: 3892.759766
	Iteration 22Q: 3 clusters Score -1.714709e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -17147304.000000 Penalty: 3892.759766
	Iteration 23Q: 3 clusters Score -1.71473e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 143574 members 
Entering Unmasked Estep 
Score: -17147514.000000 Penalty: 3892.759766
	Iteration 24Q: 3 clusters Score -1.714751e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -17147666.000000 Penalty: 3892.759766
	Iteration 25Q: 3 clusters Score -1.714767e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -17147754.000000 Penalty: 3892.759766
	Iteration 26Q: 3 clusters Score -1.714775e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 146778 members 
Entering Unmasked Estep 
Score: -17147854.000000 Penalty: 3892.759766
	Iteration 27Q: 3 clusters Score -1.714785e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 147809 members 
Entering Unmasked Estep 
Score: -17147834.000000 Penalty: 3892.759766
	Iteration 28Q: 3 clusters Score -1.714783e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -17147818.000000 Penalty: 3892.759766
	Iteration 29Q: 3 clusters Score -1.714782e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 149694 members 
Entering Unmasked Estep 
Score: -17147752.000000 Penalty: 3892.759766
	Iteration 30Q: 3 clusters Score -1.714775e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 150546 members 
Entering Unmasked Estep 
Score: -17147688.000000 Penalty: 3892.759766
	Iteration 31Q: 3 clusters Score -1.714769e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -17147686.000000 Penalty: 3892.759766
	Iteration 32Q: 3 clusters Score -1.714769e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 152035 members 
Entering Unmasked Estep 
Score: -17147606.000000 Penalty: 3892.759766
	Iteration 33Q: 3 clusters Score -1.714761e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 152679 members 
Entering Unmasked Estep 
Score: -17147458.000000 Penalty: 3892.759766
	Iteration 34Q: 3 clusters Score -1.714746e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 153276 members 
Entering Unmasked Estep 
Score: -17147400.000000 Penalty: 3892.759766
	Iteration 35Q: 3 clusters Score -1.71474e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 153815 members 
Entering Unmasked Estep 
Score: -17147342.000000 Penalty: 3892.759766
	Iteration 36Q: 3 clusters Score -1.714734e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -17147304.000000 Penalty: 3892.759766
	Iteration 37Q: 3 clusters Score -1.71473e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -17147318.000000 Penalty: 3892.759766
	Iteration 38Q: 3 clusters Score -1.714732e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -17147276.000000 Penalty: 3892.759766
	Iteration 39Q: 3 clusters Score -1.714728e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -17147190.000000 Penalty: 3892.759766
	Iteration 40F: 3 clusters Score -1.714719e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 155721 members 
Entering Unmasked Estep 
Score: -17147200.000000 Penalty: 3892.759766
	Iteration 41Q: 3 clusters Score -1.71472e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -17147184.000000 Penalty: 3892.759766
	Iteration 42Q: 3 clusters Score -1.714718e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
Score: -17147122.000000 Penalty: 3892.759766
	Iteration 43Q: 3 clusters Score -1.714712e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -17147068.000000 Penalty: 3892.759766
	Iteration 44Q: 3 clusters Score -1.714707e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -17147068.000000 Penalty: 3892.759766
	Iteration 45Q: 3 clusters Score -1.714707e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -17147076.000000 Penalty: 3892.759766
	Iteration 46Q: 3 clusters Score -1.714708e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -17147040.000000 Penalty: 3892.759766
	Iteration 47Q: 3 clusters Score -1.714704e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -17147028.000000 Penalty: 3892.759766
	Iteration 48Q: 3 clusters Score -1.714703e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 157178 members 
Entering Unmasked Estep 
Score: -17146958.000000 Penalty: 3892.759766
	Iteration 49Q: 3 clusters Score -1.714696e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -17146970.000000 Penalty: 3892.759766
	Iteration 50Q: 3 clusters Score -1.714697e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -17146968.000000 Penalty: 3892.759766
	Iteration 51Q: 3 clusters Score -1.714697e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 157452 members 
Entering Unmasked Estep 
Score: -17146984.000000 Penalty: 3892.759766
	Iteration 52Q: 3 clusters Score -1.714698e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -17146968.000000 Penalty: 3892.759766
	Iteration 53Q: 3 clusters Score -1.714697e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -17146946.000000 Penalty: 3892.759766
	Iteration 54Q: 3 clusters Score -1.714695e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 157656 members 
Entering Unmasked Estep 
Score: -17146918.000000 Penalty: 3892.759766
	Iteration 55Q: 3 clusters Score -1.714692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -17146880.000000 Penalty: 3892.759766
	Iteration 56Q: 3 clusters Score -1.714688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -17146878.000000 Penalty: 3892.759766
	Iteration 57Q: 3 clusters Score -1.714688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -17146864.000000 Penalty: 3892.759766
	Iteration 58Q: 3 clusters Score -1.714686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 157807 members 
Entering Unmasked Estep 
Score: -17146846.000000 Penalty: 3892.759766
	Iteration 59Q: 3 clusters Score -1.714685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 157838 members 
Entering Unmasked Estep 
Score: -17146828.000000 Penalty: 3892.759766
	Iteration 60F: 3 clusters Score -1.714683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 157870 members 
Entering Unmasked Estep 
Score: -17146800.000000 Penalty: 3892.759766
	Iteration 61Q: 3 clusters Score -1.71468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -17146790.000000 Penalty: 3892.759766
	Iteration 62Q: 3 clusters Score -1.714679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 157917 members 
Entering Unmasked Estep 
Score: -17146800.000000 Penalty: 3892.759766
	Iteration 63Q: 3 clusters Score -1.71468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -17146780.000000 Penalty: 3892.759766
	Iteration 64Q: 3 clusters Score -1.714678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -17146780.000000 Penalty: 3892.759766
	Iteration 65Q: 3 clusters Score -1.714678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 157967 members 
Entering Unmasked Estep 
Score: -17146768.000000 Penalty: 3892.759766
	Iteration 66Q: 3 clusters Score -1.714677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 157978 members 
Entering Unmasked Estep 
Score: -17146756.000000 Penalty: 3892.759766
	Iteration 67Q: 3 clusters Score -1.714676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -17146766.000000 Penalty: 3892.759766
	Iteration 68Q: 3 clusters Score -1.714677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -17146762.000000 Penalty: 3892.759766
	Iteration 69Q: 3 clusters Score -1.714676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -17146762.000000 Penalty: 3892.759766
	Iteration 70Q: 3 clusters Score -1.714676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -17146744.000000 Penalty: 3892.759766
	Iteration 71Q: 3 clusters Score -1.714674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -17146734.000000 Penalty: 3892.759766
	Iteration 72Q: 3 clusters Score -1.714673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -17146732.000000 Penalty: 3892.759766
	Iteration 73Q: 3 clusters Score -1.714673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -17146738.000000 Penalty: 3892.759766
	Iteration 74Q: 3 clusters Score -1.714674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -17146732.000000 Penalty: 3892.759766
	Iteration 75Q: 3 clusters Score -1.714673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -17146732.000000 Penalty: 3892.759766
	Iteration 76Q: 3 clusters Score -1.714673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 158051 members 
Entering Unmasked Estep 
Score: -17146738.000000 Penalty: 3892.759766
	Iteration 77Q: 3 clusters Score -1.714674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 158053 members 
Entering Unmasked Estep 
Score: -17146734.000000 Penalty: 3892.759766
	Iteration 78Q: 3 clusters Score -1.714673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 158055 members 
Entering Unmasked Estep 
Score: -17146740.000000 Penalty: 3892.759766
	Iteration 79Q: 3 clusters Score -1.714674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -17146744.000000 Penalty: 3892.759766
	Iteration 80F: 3 clusters Score -1.714674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Entering Unmasked Estep 
Score: -7952242.500000 Penalty: 1818.184570
	Iteration 0F: 2 clusters Score -7952242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -7904082.000000 Penalty: 3636.369141
	Iteration 0F: 3 clusters Score -7904082 nChanged 34225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -7923472.000000 Penalty: 3636.369141
	Iteration 1F: 3 clusters Score -7923472 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -7924165.500000 Penalty: 3636.369141
	Iteration 2Q: 3 clusters Score -7924166 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -7925178.000000 Penalty: 3636.369141
	Iteration 3Q: 3 clusters Score -7925178 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -7926593.500000 Penalty: 3636.369141
	Iteration 4Q: 3 clusters Score -7926594 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -7928533.000000 Penalty: 3636.369141
	Iteration 5F: 3 clusters Score -7928533 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -7931592.000000 Penalty: 3636.369141
	Iteration 6F: 3 clusters Score -7931592 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -7935746.500000 Penalty: 3636.369141
	Iteration 7F: 3 clusters Score -7935746 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -7940193.000000 Penalty: 3636.369141
	Iteration 8F: 3 clusters Score -7940193 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -7943357.000000 Penalty: 3636.369141
	Iteration 9F: 3 clusters Score -7943357 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -7944980.500000 Penalty: 3636.369141
	Iteration 10Q: 3 clusters Score -7944980 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -7945871.000000 Penalty: 3636.369141
	Iteration 11Q: 3 clusters Score -7945871 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -7946491.000000 Penalty: 3636.369141
	Iteration 12Q: 3 clusters Score -7946491 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7947111.000000 Penalty: 3636.369141
	Iteration 13Q: 3 clusters Score -7947111 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -7947594.500000 Penalty: 3636.369141
	Iteration 14Q: 3 clusters Score -7947594 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -7948034.500000 Penalty: 3636.369141
	Iteration 15Q: 3 clusters Score -7948034 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -7948450.000000 Penalty: 3636.369141
	Iteration 16Q: 3 clusters Score -7948450 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7948794.500000 Penalty: 3636.369141
	Iteration 17Q: 3 clusters Score -7948794 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -7949067.000000 Penalty: 3636.369141
	Iteration 18Q: 3 clusters Score -7949067 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -7949366.500000 Penalty: 3636.369141
	Iteration 19Q: 3 clusters Score -7949366 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7949629.000000 Penalty: 3636.369141
	Iteration 20F: 3 clusters Score -7949629 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -7949841.500000 Penalty: 3636.369141
	Iteration 21Q: 3 clusters Score -7949842 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7950038.000000 Penalty: 3636.369141
	Iteration 22Q: 3 clusters Score -7950038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7950188.500000 Penalty: 3636.369141
	Iteration 23Q: 3 clusters Score -7950188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7950308.500000 Penalty: 3636.369141
	Iteration 24Q: 3 clusters Score -7950308 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7950429.000000 Penalty: 3636.369141
	Iteration 25Q: 3 clusters Score -7950429 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7950507.500000 Penalty: 3636.369141
	Iteration 26Q: 3 clusters Score -7950508 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7950574.500000 Penalty: 3636.369141
	Iteration 27Q: 3 clusters Score -7950574 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7950638.000000 Penalty: 3636.369141
	Iteration 28Q: 3 clusters Score -7950638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7950693.500000 Penalty: 3636.369141
	Iteration 29Q: 3 clusters Score -7950694 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7950742.500000 Penalty: 3636.369141
	Iteration 30Q: 3 clusters Score -7950742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7950802.000000 Penalty: 3636.369141
	Iteration 31Q: 3 clusters Score -7950802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7950839.500000 Penalty: 3636.369141
	Iteration 32Q: 3 clusters Score -7950840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7950882.500000 Penalty: 3636.369141
	Iteration 33Q: 3 clusters Score -7950882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7950896.500000 Penalty: 3636.369141
	Iteration 34Q: 3 clusters Score -7950896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7950913.000000 Penalty: 3636.369141
	Iteration 35Q: 3 clusters Score -7950913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7950921.500000 Penalty: 3636.369141
	Iteration 36Q: 3 clusters Score -7950922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7950919.000000 Penalty: 3636.369141
	Iteration 37Q: 3 clusters Score -7950919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7950939.500000 Penalty: 3636.369141
	Iteration 38Q: 3 clusters Score -7950940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7950949.000000 Penalty: 3636.369141
	Iteration 39Q: 3 clusters Score -7950949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7950951.000000 Penalty: 3636.369141
	Iteration 40F: 3 clusters Score -7950951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7950948.500000 Penalty: 3636.369141
	Iteration 41Q: 3 clusters Score -7950948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7950952.000000 Penalty: 3636.369141
	Iteration 42Q: 3 clusters Score -7950952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7950957.000000 Penalty: 3636.369141
	Iteration 43Q: 3 clusters Score -7950957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7950976.000000 Penalty: 3636.369141
	Iteration 44Q: 3 clusters Score -7950976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7950973.500000 Penalty: 3636.369141
	Iteration 45Q: 3 clusters Score -7950974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7950961.500000 Penalty: 3636.369141
	Iteration 46Q: 3 clusters Score -7950962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7950968.000000 Penalty: 3636.369141
	Iteration 47Q: 3 clusters Score -7950968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7950975.500000 Penalty: 3636.369141
	Iteration 48Q: 3 clusters Score -7950976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7950985.500000 Penalty: 3636.369141
	Iteration 49Q: 3 clusters Score -7950986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7950985.500000 Penalty: 3636.369141
	Iteration 50Q: 3 clusters Score -7950986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7950991.500000 Penalty: 3636.369141
	Iteration 51Q: 3 clusters Score -7950992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7950999.000000 Penalty: 3636.369141
	Iteration 52Q: 3 clusters Score -7950999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7951004.000000 Penalty: 3636.369141
	Iteration 53Q: 3 clusters Score -7951004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7951004.500000 Penalty: 3636.369141
	Iteration 54Q: 3 clusters Score -7951004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7951002.000000 Penalty: 3636.369141
	Iteration 55Q: 3 clusters Score -7951002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7950999.000000 Penalty: 3636.369141
	Iteration 56Q: 3 clusters Score -7950999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7951007.500000 Penalty: 3636.369141
	Iteration 57Q: 3 clusters Score -7951008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7951011.500000 Penalty: 3636.369141
	Iteration 58Q: 3 clusters Score -7951012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7951009.500000 Penalty: 3636.369141
	Iteration 59Q: 3 clusters Score -7951010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7951009.500000 Penalty: 3636.369141
	Iteration 60F: 3 clusters Score -7951010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122724 members 
Entering Unmasked Estep 
Score: -13432266.000000 Penalty: 1904.125122
	Iteration 0F: 2 clusters Score -1.343227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -13350469.000000 Penalty: 3808.250244
	Iteration 0F: 3 clusters Score -1.335047e+07 nChanged 58896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -13384311.000000 Penalty: 3808.250244
	Iteration 1F: 3 clusters Score -1.338431e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -13385338.000000 Penalty: 3808.250244
	Iteration 2Q: 3 clusters Score -1.338534e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -13387180.000000 Penalty: 3808.250244
	Iteration 3Q: 3 clusters Score -1.338718e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -13390676.000000 Penalty: 3808.250244
	Iteration 4F: 3 clusters Score -1.339068e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -13397586.000000 Penalty: 3808.250244
	Iteration 5F: 3 clusters Score -1.339759e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -13408100.000000 Penalty: 3808.250244
	Iteration 6F: 3 clusters Score -1.34081e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -13419088.000000 Penalty: 3808.250244
	Iteration 7F: 3 clusters Score -1.341909e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -13425969.000000 Penalty: 3808.250244
	Iteration 8F: 3 clusters Score -1.342597e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -13428922.000000 Penalty: 3808.250244
	Iteration 9Q: 3 clusters Score -1.342892e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13430076.000000 Penalty: 3808.250244
	Iteration 10Q: 3 clusters Score -1.343008e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -13430481.000000 Penalty: 3808.250244
	Iteration 11Q: 3 clusters Score -1.343048e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13430687.000000 Penalty: 3808.250244
	Iteration 12Q: 3 clusters Score -1.343069e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13430793.000000 Penalty: 3808.250244
	Iteration 13Q: 3 clusters Score -1.343079e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13430869.000000 Penalty: 3808.250244
	Iteration 14Q: 3 clusters Score -1.343087e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13430952.000000 Penalty: 3808.250244
	Iteration 15Q: 3 clusters Score -1.343095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13430975.000000 Penalty: 3808.250244
	Iteration 16Q: 3 clusters Score -1.343098e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13431034.000000 Penalty: 3808.250244
	Iteration 17Q: 3 clusters Score -1.343103e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13431075.000000 Penalty: 3808.250244
	Iteration 18Q: 3 clusters Score -1.343108e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13431129.000000 Penalty: 3808.250244
	Iteration 19Q: 3 clusters Score -1.343113e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -13431146.000000 Penalty: 3808.250244
	Iteration 20F: 3 clusters Score -1.343115e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13431151.000000 Penalty: 3808.250244
	Iteration 21Q: 3 clusters Score -1.343115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13431164.000000 Penalty: 3808.250244
	Iteration 22Q: 3 clusters Score -1.343116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13431173.000000 Penalty: 3808.250244
	Iteration 23Q: 3 clusters Score -1.343117e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13431205.000000 Penalty: 3808.250244
	Iteration 24Q: 3 clusters Score -1.34312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -13431227.000000 Penalty: 3808.250244
	Iteration 25Q: 3 clusters Score -1.343123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13431221.000000 Penalty: 3808.250244
	Iteration 26Q: 3 clusters Score -1.343122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -13431220.000000 Penalty: 3808.250244
	Iteration 27Q: 3 clusters Score -1.343122e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -13431242.000000 Penalty: 3808.250244
	Iteration 28Q: 3 clusters Score -1.343124e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120981 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13431268.000000 Penalty: 3808.250244
	Iteration 29Q: 3 clusters Score -1.343127e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13431268.000000 Penalty: 3808.250244
	Iteration 30Q: 3 clusters Score -1.343127e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120941 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -13431299.000000 Penalty: 3808.250244
	Iteration 31Q: 3 clusters Score -1.34313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120923 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -13431296.000000 Penalty: 3808.250244
	Iteration 32Q: 3 clusters Score -1.34313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13431290.000000 Penalty: 3808.250244
	Iteration 33Q: 3 clusters Score -1.343129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13431272.000000 Penalty: 3808.250244
	Iteration 34Q: 3 clusters Score -1.343127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120876 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13431295.000000 Penalty: 3808.250244
	Iteration 35Q: 3 clusters Score -1.34313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -13431292.000000 Penalty: 3808.250244
	Iteration 36Q: 3 clusters Score -1.343129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13431296.000000 Penalty: 3808.250244
	Iteration 37Q: 3 clusters Score -1.34313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13431296.000000 Penalty: 3808.250244
	Iteration 38Q: 3 clusters Score -1.34313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -13431304.000000 Penalty: 3808.250244
	Iteration 39Q: 3 clusters Score -1.34313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13431313.000000 Penalty: 3808.250244
	Iteration 40F: 3 clusters Score -1.343131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13431310.000000 Penalty: 3808.250244
	Iteration 41Q: 3 clusters Score -1.343131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13431294.000000 Penalty: 3808.250244
	Iteration 42Q: 3 clusters Score -1.343129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13431310.000000 Penalty: 3808.250244
	Iteration 43Q: 3 clusters Score -1.343131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120799 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13431323.000000 Penalty: 3808.250244
	Iteration 44Q: 3 clusters Score -1.343132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -13431331.000000 Penalty: 3808.250244
	Iteration 45Q: 3 clusters Score -1.343133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -13431331.000000 Penalty: 3808.250244
	Iteration 46Q: 3 clusters Score -1.343133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13431322.000000 Penalty: 3808.250244
	Iteration 47Q: 3 clusters Score -1.343132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13431316.000000 Penalty: 3808.250244
	Iteration 48Q: 3 clusters Score -1.343132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13431321.000000 Penalty: 3808.250244
	Iteration 49Q: 3 clusters Score -1.343132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -13431321.000000 Penalty: 3808.250244
	Iteration 50Q: 3 clusters Score -1.343132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -13431321.000000 Penalty: 3808.250244
	Iteration 51F: 3 clusters Score -1.343132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -217726.109375 Penalty: 1234.413696
	Iteration 0F: 2 clusters Score -217726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -215641.031250 Penalty: 2468.827393
	Iteration 0F: 3 clusters Score -215641 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -216096.687500 Penalty: 2468.827393
	Iteration 1F: 3 clusters Score -216096.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -216173.359375 Penalty: 2468.827393
	Iteration 2F: 3 clusters Score -216173.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -216219.484375 Penalty: 2468.827393
	Iteration 3Q: 3 clusters Score -216219.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -216249.484375 Penalty: 2468.827393
	Iteration 4Q: 3 clusters Score -216249.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -216263.828125 Penalty: 2468.827393
	Iteration 5Q: 3 clusters Score -216263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -216273.015625 Penalty: 2468.827393
	Iteration 6Q: 3 clusters Score -216273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216282.546875 Penalty: 2468.827393
	Iteration 7Q: 3 clusters Score -216282.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216290.906250 Penalty: 2468.827393
	Iteration 8Q: 3 clusters Score -216290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -216294.593750 Penalty: 2468.827393
	Iteration 9Q: 3 clusters Score -216294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -216300.437500 Penalty: 2468.827393
	Iteration 10Q: 3 clusters Score -216300.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -216311.718750 Penalty: 2468.827393
	Iteration 11Q: 3 clusters Score -216311.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -216323.812500 Penalty: 2468.827393
	Iteration 12Q: 3 clusters Score -216323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -216329.390625 Penalty: 2468.827393
	Iteration 13Q: 3 clusters Score -216329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -216332.234375 Penalty: 2468.827393
	Iteration 14Q: 3 clusters Score -216332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -216332.515625 Penalty: 2468.827393
	Iteration 15Q: 3 clusters Score -216332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -216333.171875 Penalty: 2468.827393
	Iteration 16Q: 3 clusters Score -216333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -216333.546875 Penalty: 2468.827393
	Iteration 17Q: 3 clusters Score -216333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216334.218750 Penalty: 2468.827393
	Iteration 18Q: 3 clusters Score -216334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -216334.968750 Penalty: 2468.827393
	Iteration 19Q: 3 clusters Score -216335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -216335.000000 Penalty: 2468.827393
	Iteration 20F: 3 clusters Score -216335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -296408.250000 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -296408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -293820.687500 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -293820.7 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -294455.031250 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -294455 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -294592.593750 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -294592.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -294666.125000 Penalty: 2582.880615
	Iteration 3Q: 3 clusters Score -294666.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -294709.843750 Penalty: 2582.880615
	Iteration 4Q: 3 clusters Score -294709.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -294741.281250 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -294741.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -294762.875000 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -294762.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -294782.250000 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -294782.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -294804.125000 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -294804.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -294825.625000 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -294825.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -294842.437500 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -294842.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -294851.156250 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -294851.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -294858.343750 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -294858.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -294868.625000 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -294868.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -294876.625000 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -294876.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -294883.125000 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -294883.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -294889.375000 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -294889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -294894.218750 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -294894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -294898.031250 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -294898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -294903.125000 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -294903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -294908.000000 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -294908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -294914.500000 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -294914.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -294921.125000 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -294921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -294925.906250 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -294925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -294932.062500 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -294932.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -294940.312500 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -294940.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -294950.343750 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -294950.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -294962.218750 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -294962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -294975.031250 Penalty: 2582.880615
	Iteration 28Q: 3 clusters Score -294975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -294986.312500 Penalty: 2582.880615
	Iteration 29Q: 3 clusters Score -294986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -294996.468750 Penalty: 2582.880615
	Iteration 30Q: 3 clusters Score -294996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -295007.062500 Penalty: 2582.880615
	Iteration 31Q: 3 clusters Score -295007.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -295016.468750 Penalty: 2582.880615
	Iteration 32Q: 3 clusters Score -295016.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -295026.656250 Penalty: 2582.880615
	Iteration 33Q: 3 clusters Score -295026.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -295034.562500 Penalty: 2582.880615
	Iteration 34Q: 3 clusters Score -295034.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -295048.468750 Penalty: 2582.880615
	Iteration 35Q: 3 clusters Score -295048.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -295061.843750 Penalty: 2582.880615
	Iteration 36Q: 3 clusters Score -295061.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -295073.781250 Penalty: 2582.880615
	Iteration 37Q: 3 clusters Score -295073.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -295084.750000 Penalty: 2582.880615
	Iteration 38Q: 3 clusters Score -295084.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -295096.531250 Penalty: 2582.880615
	Iteration 39Q: 3 clusters Score -295096.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -295108.656250 Penalty: 2582.880615
	Iteration 40F: 3 clusters Score -295108.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -295118.312500 Penalty: 2582.880615
	Iteration 41Q: 3 clusters Score -295118.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -295129.562500 Penalty: 2582.880615
	Iteration 42Q: 3 clusters Score -295129.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -295139.687500 Penalty: 2582.880615
	Iteration 43Q: 3 clusters Score -295139.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -295150.687500 Penalty: 2582.880615
	Iteration 44Q: 3 clusters Score -295150.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -295163.406250 Penalty: 2582.880615
	Iteration 45Q: 3 clusters Score -295163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -295170.031250 Penalty: 2582.880615
	Iteration 46Q: 3 clusters Score -295170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -295176.812500 Penalty: 2582.880615
	Iteration 47Q: 3 clusters Score -295176.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -295186.625000 Penalty: 2582.880615
	Iteration 48Q: 3 clusters Score -295186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -295192.031250 Penalty: 2582.880615
	Iteration 49Q: 3 clusters Score -295192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -295194.750000 Penalty: 2582.880615
	Iteration 50Q: 3 clusters Score -295194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -295198.531250 Penalty: 2582.880615
	Iteration 51Q: 3 clusters Score -295198.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -295202.968750 Penalty: 2582.880615
	Iteration 52Q: 3 clusters Score -295203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -295208.000000 Penalty: 2582.880615
	Iteration 53Q: 3 clusters Score -295208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -295212.625000 Penalty: 2582.880615
	Iteration 54Q: 3 clusters Score -295212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -295215.875000 Penalty: 2582.880615
	Iteration 55Q: 3 clusters Score -295215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -295217.718750 Penalty: 2582.880615
	Iteration 56Q: 3 clusters Score -295217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -295220.375000 Penalty: 2582.880615
	Iteration 57Q: 3 clusters Score -295220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -295225.968750 Penalty: 2582.880615
	Iteration 58Q: 3 clusters Score -295226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -295230.218750 Penalty: 2582.880615
	Iteration 59Q: 3 clusters Score -295230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -295233.375000 Penalty: 2582.880615
	Iteration 60F: 3 clusters Score -295233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -295237.218750 Penalty: 2582.880615
	Iteration 61Q: 3 clusters Score -295237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -295241.250000 Penalty: 2582.880615
	Iteration 62Q: 3 clusters Score -295241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -295243.218750 Penalty: 2582.880615
	Iteration 63Q: 3 clusters Score -295243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -295247.437500 Penalty: 2582.880615
	Iteration 64Q: 3 clusters Score -295247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -295252.031250 Penalty: 2582.880615
	Iteration 65Q: 3 clusters Score -295252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -295257.125000 Penalty: 2582.880615
	Iteration 66Q: 3 clusters Score -295257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -295266.312500 Penalty: 2582.880615
	Iteration 67Q: 3 clusters Score -295266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -295270.281250 Penalty: 2582.880615
	Iteration 68Q: 3 clusters Score -295270.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -295274.562500 Penalty: 2582.880615
	Iteration 69Q: 3 clusters Score -295274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -295282.000000 Penalty: 2582.880615
	Iteration 70Q: 3 clusters Score -295282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -295291.375000 Penalty: 2582.880615
	Iteration 71Q: 3 clusters Score -295291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -295298.062500 Penalty: 2582.880615
	Iteration 72Q: 3 clusters Score -295298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -295301.406250 Penalty: 2582.880615
	Iteration 73Q: 3 clusters Score -295301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -295307.593750 Penalty: 2582.880615
	Iteration 74Q: 3 clusters Score -295307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -295310.218750 Penalty: 2582.880615
	Iteration 75Q: 3 clusters Score -295310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -295312.656250 Penalty: 2582.880615
	Iteration 76Q: 3 clusters Score -295312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -295314.437500 Penalty: 2582.880615
	Iteration 77Q: 3 clusters Score -295314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -295315.531250 Penalty: 2582.880615
	Iteration 78Q: 3 clusters Score -295315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -295318.156250 Penalty: 2582.880615
	Iteration 79Q: 3 clusters Score -295318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -295321.906250 Penalty: 2582.880615
	Iteration 80F: 3 clusters Score -295321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -295322.156250 Penalty: 2582.880615
	Iteration 81Q: 3 clusters Score -295322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -295322.156250 Penalty: 2582.880615
	Iteration 82F: 3 clusters Score -295322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134136.703125 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132558.625000 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132558.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -132874.171875 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132874.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132942.421875 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132942.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132980.546875 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -132980.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132999.500000 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133012.171875 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -133012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133017.984375 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -133018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133024.359375 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -133024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133034.421875 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -133034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133038.515625 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -133038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133043.750000 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -133043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133048.421875 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -133048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133053.328125 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -133053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133056.828125 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -133056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133060.406250 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -133060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133062.218750 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -133062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133062.218750 Penalty: 2312.300049
	Iteration 16F: 3 clusters Score -133062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -154776.140625 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -154776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153039.671875 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -153039.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153363.671875 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -153363.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153447.156250 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -153447.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153487.703125 Penalty: 2358.525879
	Iteration 3Q: 3 clusters Score -153487.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153511.656250 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -153511.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153529.078125 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -153529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -153535.359375 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -153535.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153542.484375 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -153542.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153544.625000 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -153544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153548.218750 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -153548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -153552.187500 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -153552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -153553.859375 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -153553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153555.359375 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -153555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -153556.187500 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -153556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -153556.187500 Penalty: 2358.525879
	Iteration 14F: 3 clusters Score -153556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Entering Unmasked Estep 
Score: -1630212.000000 Penalty: 1559.715942
	Iteration 0F: 2 clusters Score -1630212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1619958.625000 Penalty: 3119.431885
	Iteration 0F: 3 clusters Score -1619959 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1623481.625000 Penalty: 3119.431885
	Iteration 1F: 3 clusters Score -1623482 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1623796.250000 Penalty: 3119.431885
	Iteration 2F: 3 clusters Score -1623796 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1624157.875000 Penalty: 3119.431885
	Iteration 3F: 3 clusters Score -1624158 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1624550.750000 Penalty: 3119.431885
	Iteration 4F: 3 clusters Score -1624551 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1625021.000000 Penalty: 3119.431885
	Iteration 5F: 3 clusters Score -1625021 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1625503.875000 Penalty: 3119.431885
	Iteration 6F: 3 clusters Score -1625504 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1626008.125000 Penalty: 3119.431885
	Iteration 7F: 3 clusters Score -1626008 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1626520.875000 Penalty: 3119.431885
	Iteration 8F: 3 clusters Score -1626521 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1626918.500000 Penalty: 3119.431885
	Iteration 9Q: 3 clusters Score -1626918 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1627181.250000 Penalty: 3119.431885
	Iteration 10Q: 3 clusters Score -1627181 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1627322.375000 Penalty: 3119.431885
	Iteration 11Q: 3 clusters Score -1627322 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1627389.500000 Penalty: 3119.431885
	Iteration 12Q: 3 clusters Score -1627390 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1627447.875000 Penalty: 3119.431885
	Iteration 13Q: 3 clusters Score -1627448 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1627489.625000 Penalty: 3119.431885
	Iteration 14Q: 3 clusters Score -1627490 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1627530.250000 Penalty: 3119.431885
	Iteration 15Q: 3 clusters Score -1627530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1627578.375000 Penalty: 3119.431885
	Iteration 16Q: 3 clusters Score -1627578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1627611.375000 Penalty: 3119.431885
	Iteration 17Q: 3 clusters Score -1627611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1627636.625000 Penalty: 3119.431885
	Iteration 18Q: 3 clusters Score -1627637 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1627682.375000 Penalty: 3119.431885
	Iteration 19Q: 3 clusters Score -1627682 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1627734.875000 Penalty: 3119.431885
	Iteration 20F: 3 clusters Score -1627735 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1627783.125000 Penalty: 3119.431885
	Iteration 21Q: 3 clusters Score -1627783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1627834.625000 Penalty: 3119.431885
	Iteration 22Q: 3 clusters Score -1627835 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1627895.375000 Penalty: 3119.431885
	Iteration 23Q: 3 clusters Score -1627895 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1627941.125000 Penalty: 3119.431885
	Iteration 24Q: 3 clusters Score -1627941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1627994.375000 Penalty: 3119.431885
	Iteration 25Q: 3 clusters Score -1627994 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1628056.125000 Penalty: 3119.431885
	Iteration 26Q: 3 clusters Score -1628056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1628090.000000 Penalty: 3119.431885
	Iteration 27Q: 3 clusters Score -1628090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1628111.750000 Penalty: 3119.431885
	Iteration 28Q: 3 clusters Score -1628112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1628131.875000 Penalty: 3119.431885
	Iteration 29Q: 3 clusters Score -1628132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1628147.875000 Penalty: 3119.431885
	Iteration 30Q: 3 clusters Score -1628148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1628161.875000 Penalty: 3119.431885
	Iteration 31Q: 3 clusters Score -1628162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1628181.000000 Penalty: 3119.431885
	Iteration 32Q: 3 clusters Score -1628181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1628195.375000 Penalty: 3119.431885
	Iteration 33Q: 3 clusters Score -1628195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1628202.250000 Penalty: 3119.431885
	Iteration 34Q: 3 clusters Score -1628202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1628214.500000 Penalty: 3119.431885
	Iteration 35Q: 3 clusters Score -1628214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1628226.500000 Penalty: 3119.431885
	Iteration 36Q: 3 clusters Score -1628226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1628241.750000 Penalty: 3119.431885
	Iteration 37Q: 3 clusters Score -1628242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1628252.500000 Penalty: 3119.431885
	Iteration 38Q: 3 clusters Score -1628252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1628272.375000 Penalty: 3119.431885
	Iteration 39Q: 3 clusters Score -1628272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1628288.625000 Penalty: 3119.431885
	Iteration 40F: 3 clusters Score -1628289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1628314.250000 Penalty: 3119.431885
	Iteration 41Q: 3 clusters Score -1628314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1628337.250000 Penalty: 3119.431885
	Iteration 42Q: 3 clusters Score -1628337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1628354.500000 Penalty: 3119.431885
	Iteration 43Q: 3 clusters Score -1628354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1628364.875000 Penalty: 3119.431885
	Iteration 44Q: 3 clusters Score -1628365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1628374.250000 Penalty: 3119.431885
	Iteration 45Q: 3 clusters Score -1628374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1628384.500000 Penalty: 3119.431885
	Iteration 46Q: 3 clusters Score -1628384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1628389.500000 Penalty: 3119.431885
	Iteration 47Q: 3 clusters Score -1628390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1628400.750000 Penalty: 3119.431885
	Iteration 48Q: 3 clusters Score -1628401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1628404.500000 Penalty: 3119.431885
	Iteration 49Q: 3 clusters Score -1628404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1628417.625000 Penalty: 3119.431885
	Iteration 50Q: 3 clusters Score -1628418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1628429.000000 Penalty: 3119.431885
	Iteration 51Q: 3 clusters Score -1628429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1628442.750000 Penalty: 3119.431885
	Iteration 52Q: 3 clusters Score -1628443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1628455.875000 Penalty: 3119.431885
	Iteration 53Q: 3 clusters Score -1628456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1628474.000000 Penalty: 3119.431885
	Iteration 54Q: 3 clusters Score -1628474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1628499.500000 Penalty: 3119.431885
	Iteration 55Q: 3 clusters Score -1628500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1628513.375000 Penalty: 3119.431885
	Iteration 56Q: 3 clusters Score -1628513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1628525.375000 Penalty: 3119.431885
	Iteration 57Q: 3 clusters Score -1628525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1628541.250000 Penalty: 3119.431885
	Iteration 58Q: 3 clusters Score -1628541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1628560.125000 Penalty: 3119.431885
	Iteration 59Q: 3 clusters Score -1628560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1628575.875000 Penalty: 3119.431885
	Iteration 60F: 3 clusters Score -1628576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1628595.000000 Penalty: 3119.431885
	Iteration 61Q: 3 clusters Score -1628595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1628619.875000 Penalty: 3119.431885
	Iteration 62Q: 3 clusters Score -1628620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1628638.500000 Penalty: 3119.431885
	Iteration 63Q: 3 clusters Score -1628638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1628666.500000 Penalty: 3119.431885
	Iteration 64Q: 3 clusters Score -1628666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1628678.875000 Penalty: 3119.431885
	Iteration 65Q: 3 clusters Score -1628679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1628695.250000 Penalty: 3119.431885
	Iteration 66Q: 3 clusters Score -1628695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1628707.625000 Penalty: 3119.431885
	Iteration 67Q: 3 clusters Score -1628708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1628721.125000 Penalty: 3119.431885
	Iteration 68Q: 3 clusters Score -1628721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1628726.500000 Penalty: 3119.431885
	Iteration 69Q: 3 clusters Score -1628726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1628736.500000 Penalty: 3119.431885
	Iteration 70Q: 3 clusters Score -1628736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1628745.750000 Penalty: 3119.431885
	Iteration 71Q: 3 clusters Score -1628746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1628756.750000 Penalty: 3119.431885
	Iteration 72Q: 3 clusters Score -1628757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1628766.750000 Penalty: 3119.431885
	Iteration 73Q: 3 clusters Score -1628767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1628772.750000 Penalty: 3119.431885
	Iteration 74Q: 3 clusters Score -1628773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1628776.250000 Penalty: 3119.431885
	Iteration 75Q: 3 clusters Score -1628776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1628778.250000 Penalty: 3119.431885
	Iteration 76Q: 3 clusters Score -1628778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1628781.125000 Penalty: 3119.431885
	Iteration 77Q: 3 clusters Score -1628781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1628783.625000 Penalty: 3119.431885
	Iteration 78Q: 3 clusters Score -1628784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1628788.500000 Penalty: 3119.431885
	Iteration 79Q: 3 clusters Score -1628788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1628794.500000 Penalty: 3119.431885
	Iteration 80F: 3 clusters Score -1628794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1628799.750000 Penalty: 3119.431885
	Iteration 81Q: 3 clusters Score -1628800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1628800.125000 Penalty: 3119.431885
	Iteration 82Q: 3 clusters Score -1628800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1628804.750000 Penalty: 3119.431885
	Iteration 83Q: 3 clusters Score -1628805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1628810.625000 Penalty: 3119.431885
	Iteration 84Q: 3 clusters Score -1628811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1628817.750000 Penalty: 3119.431885
	Iteration 85Q: 3 clusters Score -1628818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1628825.125000 Penalty: 3119.431885
	Iteration 86Q: 3 clusters Score -1628825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1628835.750000 Penalty: 3119.431885
	Iteration 87Q: 3 clusters Score -1628836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1628841.625000 Penalty: 3119.431885
	Iteration 88Q: 3 clusters Score -1628842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1628846.000000 Penalty: 3119.431885
	Iteration 89Q: 3 clusters Score -1628846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1628857.000000 Penalty: 3119.431885
	Iteration 90Q: 3 clusters Score -1628857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1628859.875000 Penalty: 3119.431885
	Iteration 91Q: 3 clusters Score -1628860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1628864.000000 Penalty: 3119.431885
	Iteration 92Q: 3 clusters Score -1628864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1628866.500000 Penalty: 3119.431885
	Iteration 93Q: 3 clusters Score -1628866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1628871.375000 Penalty: 3119.431885
	Iteration 94Q: 3 clusters Score -1628871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1628874.750000 Penalty: 3119.431885
	Iteration 95Q: 3 clusters Score -1628875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1628878.500000 Penalty: 3119.431885
	Iteration 96Q: 3 clusters Score -1628878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1628884.625000 Penalty: 3119.431885
	Iteration 97Q: 3 clusters Score -1628885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1628882.875000 Penalty: 3119.431885
	Iteration 98Q: 3 clusters Score -1628883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1628891.250000 Penalty: 3119.431885
	Iteration 99Q: 3 clusters Score -1628891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1628891.375000 Penalty: 3119.431885
	Iteration 100F: 3 clusters Score -1628891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1628893.375000 Penalty: 3119.431885
	Iteration 101Q: 3 clusters Score -1628893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1628896.250000 Penalty: 3119.431885
	Iteration 102Q: 3 clusters Score -1628896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1628898.250000 Penalty: 3119.431885
	Iteration 103Q: 3 clusters Score -1628898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1628895.875000 Penalty: 3119.431885
	Iteration 104Q: 3 clusters Score -1628896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1628899.875000 Penalty: 3119.431885
	Iteration 105Q: 3 clusters Score -1628900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1628901.125000 Penalty: 3119.431885
	Iteration 106Q: 3 clusters Score -1628901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1628902.500000 Penalty: 3119.431885
	Iteration 107Q: 3 clusters Score -1628902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1628902.000000 Penalty: 3119.431885
	Iteration 108Q: 3 clusters Score -1628902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1628903.625000 Penalty: 3119.431885
	Iteration 109Q: 3 clusters Score -1628904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1628904.000000 Penalty: 3119.431885
	Iteration 110Q: 3 clusters Score -1628904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1628905.000000 Penalty: 3119.431885
	Iteration 111Q: 3 clusters Score -1628905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1628905.250000 Penalty: 3119.431885
	Iteration 112Q: 3 clusters Score -1628905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1628906.875000 Penalty: 3119.431885
	Iteration 113Q: 3 clusters Score -1628907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1628906.875000 Penalty: 3119.431885
	Iteration 114F: 3 clusters Score -1628907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -309128.218750 Penalty: 1293.949097
	Iteration 0F: 2 clusters Score -309128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -306538.593750 Penalty: 2587.898193
	Iteration 0F: 3 clusters Score -306538.6 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -307539.093750 Penalty: 2587.898193
	Iteration 1F: 3 clusters Score -307539.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -307947.687500 Penalty: 2587.898193
	Iteration 2F: 3 clusters Score -307947.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -308233.375000 Penalty: 2587.898193
	Iteration 3F: 3 clusters Score -308233.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -308468.781250 Penalty: 2587.898193
	Iteration 4F: 3 clusters Score -308468.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -308697.531250 Penalty: 2587.898193
	Iteration 5F: 3 clusters Score -308697.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -308843.375000 Penalty: 2587.898193
	Iteration 6Q: 3 clusters Score -308843.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -308929.437500 Penalty: 2587.898193
	Iteration 7Q: 3 clusters Score -308929.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -308995.843750 Penalty: 2587.898193
	Iteration 8Q: 3 clusters Score -308995.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -309039.968750 Penalty: 2587.898193
	Iteration 9Q: 3 clusters Score -309040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -309061.718750 Penalty: 2587.898193
	Iteration 10Q: 3 clusters Score -309061.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -309082.843750 Penalty: 2587.898193
	Iteration 11Q: 3 clusters Score -309082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -309099.531250 Penalty: 2587.898193
	Iteration 12Q: 3 clusters Score -309099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -309108.843750 Penalty: 2587.898193
	Iteration 13Q: 3 clusters Score -309108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -309113.250000 Penalty: 2587.898193
	Iteration 14Q: 3 clusters Score -309113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -309115.250000 Penalty: 2587.898193
	Iteration 15Q: 3 clusters Score -309115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -309116.718750 Penalty: 2587.898193
	Iteration 16Q: 3 clusters Score -309116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -309118.062500 Penalty: 2587.898193
	Iteration 17Q: 3 clusters Score -309118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -309119.531250 Penalty: 2587.898193
	Iteration 18Q: 3 clusters Score -309119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -309119.531250 Penalty: 2587.898193
	Iteration 19F: 3 clusters Score -309119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Entering Unmasked Estep 
Score: -1879863.000000 Penalty: 1583.603760
	Iteration 0F: 2 clusters Score -1879863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1868170.125000 Penalty: 3167.207520
	Iteration 0F: 3 clusters Score -1868170 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1872309.375000 Penalty: 3167.207520
	Iteration 1F: 3 clusters Score -1872309 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1872659.125000 Penalty: 3167.207520
	Iteration 2F: 3 clusters Score -1872659 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1872951.375000 Penalty: 3167.207520
	Iteration 3Q: 3 clusters Score -1872951 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1873172.875000 Penalty: 3167.207520
	Iteration 4Q: 3 clusters Score -1873173 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1873359.625000 Penalty: 3167.207520
	Iteration 5Q: 3 clusters Score -1873360 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1873533.875000 Penalty: 3167.207520
	Iteration 6Q: 3 clusters Score -1873534 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1873690.375000 Penalty: 3167.207520
	Iteration 7Q: 3 clusters Score -1873690 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1873888.875000 Penalty: 3167.207520
	Iteration 8Q: 3 clusters Score -1873889 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1874134.000000 Penalty: 3167.207520
	Iteration 9Q: 3 clusters Score -1874134 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1874408.625000 Penalty: 3167.207520
	Iteration 10Q: 3 clusters Score -1874409 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1874772.125000 Penalty: 3167.207520
	Iteration 11Q: 3 clusters Score -1874772 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1875149.250000 Penalty: 3167.207520
	Iteration 12Q: 3 clusters Score -1875149 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1875511.875000 Penalty: 3167.207520
	Iteration 13Q: 3 clusters Score -1875512 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1875771.250000 Penalty: 3167.207520
	Iteration 14Q: 3 clusters Score -1875771 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1875938.750000 Penalty: 3167.207520
	Iteration 15Q: 3 clusters Score -1875939 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1876034.875000 Penalty: 3167.207520
	Iteration 16Q: 3 clusters Score -1876035 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1876114.125000 Penalty: 3167.207520
	Iteration 17Q: 3 clusters Score -1876114 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1876181.125000 Penalty: 3167.207520
	Iteration 18Q: 3 clusters Score -1876181 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1876252.000000 Penalty: 3167.207520
	Iteration 19Q: 3 clusters Score -1876252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1876321.625000 Penalty: 3167.207520
	Iteration 20F: 3 clusters Score -1876322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1876375.250000 Penalty: 3167.207520
	Iteration 21Q: 3 clusters Score -1876375 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1876434.250000 Penalty: 3167.207520
	Iteration 22Q: 3 clusters Score -1876434 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1876500.625000 Penalty: 3167.207520
	Iteration 23Q: 3 clusters Score -1876501 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1876566.250000 Penalty: 3167.207520
	Iteration 24Q: 3 clusters Score -1876566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1876627.750000 Penalty: 3167.207520
	Iteration 25Q: 3 clusters Score -1876628 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1876675.000000 Penalty: 3167.207520
	Iteration 26Q: 3 clusters Score -1876675 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1876737.500000 Penalty: 3167.207520
	Iteration 27Q: 3 clusters Score -1876738 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1876799.125000 Penalty: 3167.207520
	Iteration 28Q: 3 clusters Score -1876799 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1876879.750000 Penalty: 3167.207520
	Iteration 29Q: 3 clusters Score -1876880 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1876966.500000 Penalty: 3167.207520
	Iteration 30Q: 3 clusters Score -1876966 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1877058.750000 Penalty: 3167.207520
	Iteration 31Q: 3 clusters Score -1877059 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1877136.000000 Penalty: 3167.207520
	Iteration 32Q: 3 clusters Score -1877136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1877204.125000 Penalty: 3167.207520
	Iteration 33Q: 3 clusters Score -1877204 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1877288.125000 Penalty: 3167.207520
	Iteration 34Q: 3 clusters Score -1877288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1877363.875000 Penalty: 3167.207520
	Iteration 35Q: 3 clusters Score -1877364 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1877424.125000 Penalty: 3167.207520
	Iteration 36Q: 3 clusters Score -1877424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1877466.375000 Penalty: 3167.207520
	Iteration 37Q: 3 clusters Score -1877466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1877515.875000 Penalty: 3167.207520
	Iteration 38Q: 3 clusters Score -1877516 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1877564.500000 Penalty: 3167.207520
	Iteration 39Q: 3 clusters Score -1877564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1877611.750000 Penalty: 3167.207520
	Iteration 40F: 3 clusters Score -1877612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1877655.875000 Penalty: 3167.207520
	Iteration 41Q: 3 clusters Score -1877656 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1877691.125000 Penalty: 3167.207520
	Iteration 42Q: 3 clusters Score -1877691 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1877734.500000 Penalty: 3167.207520
	Iteration 43Q: 3 clusters Score -1877734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1877763.500000 Penalty: 3167.207520
	Iteration 44Q: 3 clusters Score -1877764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1877800.125000 Penalty: 3167.207520
	Iteration 45Q: 3 clusters Score -1877800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1877824.375000 Penalty: 3167.207520
	Iteration 46Q: 3 clusters Score -1877824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1877853.625000 Penalty: 3167.207520
	Iteration 47Q: 3 clusters Score -1877854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1877883.625000 Penalty: 3167.207520
	Iteration 48Q: 3 clusters Score -1877884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1877914.375000 Penalty: 3167.207520
	Iteration 49Q: 3 clusters Score -1877914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1877936.625000 Penalty: 3167.207520
	Iteration 50Q: 3 clusters Score -1877937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1877964.500000 Penalty: 3167.207520
	Iteration 51Q: 3 clusters Score -1877964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1877985.750000 Penalty: 3167.207520
	Iteration 52Q: 3 clusters Score -1877986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1878005.125000 Penalty: 3167.207520
	Iteration 53Q: 3 clusters Score -1878005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1878022.875000 Penalty: 3167.207520
	Iteration 54Q: 3 clusters Score -1878023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1878038.250000 Penalty: 3167.207520
	Iteration 55Q: 3 clusters Score -1878038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1878052.750000 Penalty: 3167.207520
	Iteration 56Q: 3 clusters Score -1878053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1878061.375000 Penalty: 3167.207520
	Iteration 57Q: 3 clusters Score -1878061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1878075.125000 Penalty: 3167.207520
	Iteration 58Q: 3 clusters Score -1878075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1878086.750000 Penalty: 3167.207520
	Iteration 59Q: 3 clusters Score -1878087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1878100.375000 Penalty: 3167.207520
	Iteration 60F: 3 clusters Score -1878100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1878111.375000 Penalty: 3167.207520
	Iteration 61Q: 3 clusters Score -1878111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1878120.875000 Penalty: 3167.207520
	Iteration 62Q: 3 clusters Score -1878121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1878131.875000 Penalty: 3167.207520
	Iteration 63Q: 3 clusters Score -1878132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1878142.250000 Penalty: 3167.207520
	Iteration 64Q: 3 clusters Score -1878142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1878153.875000 Penalty: 3167.207520
	Iteration 65Q: 3 clusters Score -1878154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1878162.375000 Penalty: 3167.207520
	Iteration 66Q: 3 clusters Score -1878162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1878178.625000 Penalty: 3167.207520
	Iteration 67Q: 3 clusters Score -1878179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1878185.875000 Penalty: 3167.207520
	Iteration 68Q: 3 clusters Score -1878186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1878193.625000 Penalty: 3167.207520
	Iteration 69Q: 3 clusters Score -1878194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1878202.250000 Penalty: 3167.207520
	Iteration 70Q: 3 clusters Score -1878202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1878219.000000 Penalty: 3167.207520
	Iteration 71Q: 3 clusters Score -1878219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1878225.875000 Penalty: 3167.207520
	Iteration 72Q: 3 clusters Score -1878226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1878236.250000 Penalty: 3167.207520
	Iteration 73Q: 3 clusters Score -1878236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1878240.375000 Penalty: 3167.207520
	Iteration 74Q: 3 clusters Score -1878240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1878248.375000 Penalty: 3167.207520
	Iteration 75Q: 3 clusters Score -1878248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1878251.500000 Penalty: 3167.207520
	Iteration 76Q: 3 clusters Score -1878252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1878265.250000 Penalty: 3167.207520
	Iteration 77Q: 3 clusters Score -1878265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1878271.000000 Penalty: 3167.207520
	Iteration 78Q: 3 clusters Score -1878271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1878274.125000 Penalty: 3167.207520
	Iteration 79Q: 3 clusters Score -1878274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1878281.250000 Penalty: 3167.207520
	Iteration 80F: 3 clusters Score -1878281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1878283.000000 Penalty: 3167.207520
	Iteration 81Q: 3 clusters Score -1878283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1878283.750000 Penalty: 3167.207520
	Iteration 82Q: 3 clusters Score -1878284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1878288.125000 Penalty: 3167.207520
	Iteration 83Q: 3 clusters Score -1878288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1878293.750000 Penalty: 3167.207520
	Iteration 84Q: 3 clusters Score -1878294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1878298.000000 Penalty: 3167.207520
	Iteration 85Q: 3 clusters Score -1878298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1878306.750000 Penalty: 3167.207520
	Iteration 86Q: 3 clusters Score -1878307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1878311.875000 Penalty: 3167.207520
	Iteration 87Q: 3 clusters Score -1878312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1878316.500000 Penalty: 3167.207520
	Iteration 88Q: 3 clusters Score -1878316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1878327.000000 Penalty: 3167.207520
	Iteration 89Q: 3 clusters Score -1878327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1878331.125000 Penalty: 3167.207520
	Iteration 90Q: 3 clusters Score -1878331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1878339.750000 Penalty: 3167.207520
	Iteration 91Q: 3 clusters Score -1878340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1878347.000000 Penalty: 3167.207520
	Iteration 92Q: 3 clusters Score -1878347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1878355.250000 Penalty: 3167.207520
	Iteration 93Q: 3 clusters Score -1878355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1878364.625000 Penalty: 3167.207520
	Iteration 94Q: 3 clusters Score -1878365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1878376.125000 Penalty: 3167.207520
	Iteration 95Q: 3 clusters Score -1878376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1878387.125000 Penalty: 3167.207520
	Iteration 96Q: 3 clusters Score -1878387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1878394.375000 Penalty: 3167.207520
	Iteration 97Q: 3 clusters Score -1878394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1878402.875000 Penalty: 3167.207520
	Iteration 98Q: 3 clusters Score -1878403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1878413.125000 Penalty: 3167.207520
	Iteration 99Q: 3 clusters Score -1878413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1878425.000000 Penalty: 3167.207520
	Iteration 100F: 3 clusters Score -1878425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1878433.250000 Penalty: 3167.207520
	Iteration 101Q: 3 clusters Score -1878433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1878440.000000 Penalty: 3167.207520
	Iteration 102Q: 3 clusters Score -1878440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1878446.875000 Penalty: 3167.207520
	Iteration 103Q: 3 clusters Score -1878447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1878453.625000 Penalty: 3167.207520
	Iteration 104Q: 3 clusters Score -1878454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1878461.250000 Penalty: 3167.207520
	Iteration 105Q: 3 clusters Score -1878461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1878460.125000 Penalty: 3167.207520
	Iteration 106Q: 3 clusters Score -1878460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1878463.000000 Penalty: 3167.207520
	Iteration 107Q: 3 clusters Score -1878463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1878465.250000 Penalty: 3167.207520
	Iteration 108Q: 3 clusters Score -1878465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1878469.625000 Penalty: 3167.207520
	Iteration 109Q: 3 clusters Score -1878470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1878471.875000 Penalty: 3167.207520
	Iteration 110Q: 3 clusters Score -1878472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1878473.000000 Penalty: 3167.207520
	Iteration 111Q: 3 clusters Score -1878473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1878474.125000 Penalty: 3167.207520
	Iteration 112Q: 3 clusters Score -1878474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1878478.125000 Penalty: 3167.207520
	Iteration 113Q: 3 clusters Score -1878478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1878479.125000 Penalty: 3167.207520
	Iteration 114Q: 3 clusters Score -1878479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1878479.500000 Penalty: 3167.207520
	Iteration 115Q: 3 clusters Score -1878480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1878479.125000 Penalty: 3167.207520
	Iteration 116Q: 3 clusters Score -1878479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1878481.125000 Penalty: 3167.207520
	Iteration 117Q: 3 clusters Score -1878481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1878479.750000 Penalty: 3167.207520
	Iteration 118Q: 3 clusters Score -1878480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1878481.875000 Penalty: 3167.207520
	Iteration 119Q: 3 clusters Score -1878482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1878484.000000 Penalty: 3167.207520
	Iteration 120F: 3 clusters Score -1878484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1878484.750000 Penalty: 3167.207520
	Iteration 121Q: 3 clusters Score -1878485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1878485.375000 Penalty: 3167.207520
	Iteration 122Q: 3 clusters Score -1878485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1878485.250000 Penalty: 3167.207520
	Iteration 123Q: 3 clusters Score -1878485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1878485.000000 Penalty: 3167.207520
	Iteration 124Q: 3 clusters Score -1878485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1878485.875000 Penalty: 3167.207520
	Iteration 125Q: 3 clusters Score -1878486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1878485.250000 Penalty: 3167.207520
	Iteration 126Q: 3 clusters Score -1878485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1878485.250000 Penalty: 3167.207520
	Iteration 127F: 3 clusters Score -1878485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Entering Unmasked Estep 
Score: -3232755.250000 Penalty: 1671.395996
	Iteration 0F: 2 clusters Score -3232755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3213080.500000 Penalty: 3342.791992
	Iteration 0F: 3 clusters Score -3213080 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3220862.500000 Penalty: 3342.791992
	Iteration 1F: 3 clusters Score -3220862 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3221644.500000 Penalty: 3342.791992
	Iteration 2F: 3 clusters Score -3221644 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3222832.500000 Penalty: 3342.791992
	Iteration 3F: 3 clusters Score -3222832 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3224612.500000 Penalty: 3342.791992
	Iteration 4F: 3 clusters Score -3224612 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3226906.250000 Penalty: 3342.791992
	Iteration 5F: 3 clusters Score -3226906 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3229007.000000 Penalty: 3342.791992
	Iteration 6F: 3 clusters Score -3229007 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3230278.750000 Penalty: 3342.791992
	Iteration 7Q: 3 clusters Score -3230279 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3230864.000000 Penalty: 3342.791992
	Iteration 8Q: 3 clusters Score -3230864 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3231097.250000 Penalty: 3342.791992
	Iteration 9Q: 3 clusters Score -3231097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3231173.750000 Penalty: 3342.791992
	Iteration 10Q: 3 clusters Score -3231174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3231206.250000 Penalty: 3342.791992
	Iteration 11Q: 3 clusters Score -3231206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3231223.250000 Penalty: 3342.791992
	Iteration 12Q: 3 clusters Score -3231223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3231237.000000 Penalty: 3342.791992
	Iteration 13Q: 3 clusters Score -3231237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3231244.500000 Penalty: 3342.791992
	Iteration 14Q: 3 clusters Score -3231244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3231254.250000 Penalty: 3342.791992
	Iteration 15Q: 3 clusters Score -3231254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3231266.750000 Penalty: 3342.791992
	Iteration 16Q: 3 clusters Score -3231267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3231273.000000 Penalty: 3342.791992
	Iteration 17Q: 3 clusters Score -3231273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3231280.000000 Penalty: 3342.791992
	Iteration 18Q: 3 clusters Score -3231280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3231284.250000 Penalty: 3342.791992
	Iteration 19Q: 3 clusters Score -3231284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3231290.000000 Penalty: 3342.791992
	Iteration 20F: 3 clusters Score -3231290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3231291.000000 Penalty: 3342.791992
	Iteration 21Q: 3 clusters Score -3231291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3231291.000000 Penalty: 3342.791992
	Iteration 22F: 3 clusters Score -3231291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Entering Unmasked Estep 
Score: -16853046.000000 Penalty: 1943.122192
	Iteration 0F: 2 clusters Score -1.685305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -16750430.000000 Penalty: 3886.244385
	Iteration 0F: 3 clusters Score -1.675043e+07 nChanged 75538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -16795214.000000 Penalty: 3886.244385
	Iteration 1F: 3 clusters Score -1.679521e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -16796290.000000 Penalty: 3886.244385
	Iteration 2Q: 3 clusters Score -1.679629e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -16798004.000000 Penalty: 3886.244385
	Iteration 3Q: 3 clusters Score -1.6798e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -16800178.000000 Penalty: 3886.244385
	Iteration 4Q: 3 clusters Score -1.680018e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -16803452.000000 Penalty: 3886.244385
	Iteration 5Q: 3 clusters Score -1.680345e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -16808688.000000 Penalty: 3886.244385
	Iteration 6F: 3 clusters Score -1.680869e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -16815694.000000 Penalty: 3886.244385
	Iteration 7F: 3 clusters Score -1.681569e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -16823914.000000 Penalty: 3886.244385
	Iteration 8F: 3 clusters Score -1.682391e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -16830834.000000 Penalty: 3886.244385
	Iteration 9F: 3 clusters Score -1.683083e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -16834856.000000 Penalty: 3886.244385
	Iteration 10Q: 3 clusters Score -1.683486e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117536 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -16837016.000000 Penalty: 3886.244385
	Iteration 11Q: 3 clusters Score -1.683702e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -16838396.000000 Penalty: 3886.244385
	Iteration 12Q: 3 clusters Score -1.68384e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123553 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -16839644.000000 Penalty: 3886.244385
	Iteration 13Q: 3 clusters Score -1.683964e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -16840836.000000 Penalty: 3886.244385
	Iteration 14Q: 3 clusters Score -1.684084e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -16841918.000000 Penalty: 3886.244385
	Iteration 15Q: 3 clusters Score -1.684192e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132147 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -16842952.000000 Penalty: 3886.244385
	Iteration 16Q: 3 clusters Score -1.684295e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134787 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -16844110.000000 Penalty: 3886.244385
	Iteration 17Q: 3 clusters Score -1.684411e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -16845118.000000 Penalty: 3886.244385
	Iteration 18Q: 3 clusters Score -1.684512e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139815 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -16846022.000000 Penalty: 3886.244385
	Iteration 19Q: 3 clusters Score -1.684602e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -16846758.000000 Penalty: 3886.244385
	Iteration 20F: 3 clusters Score -1.684676e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -16847558.000000 Penalty: 3886.244385
	Iteration 21Q: 3 clusters Score -1.684756e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -16848192.000000 Penalty: 3886.244385
	Iteration 22Q: 3 clusters Score -1.684819e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146789 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -16848634.000000 Penalty: 3886.244385
	Iteration 23Q: 3 clusters Score -1.684863e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -16849152.000000 Penalty: 3886.244385
	Iteration 24Q: 3 clusters Score -1.684915e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -16849586.000000 Penalty: 3886.244385
	Iteration 25Q: 3 clusters Score -1.684959e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -16849940.000000 Penalty: 3886.244385
	Iteration 26Q: 3 clusters Score -1.684994e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -16850220.000000 Penalty: 3886.244385
	Iteration 27Q: 3 clusters Score -1.685022e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151757 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -16850440.000000 Penalty: 3886.244385
	Iteration 28Q: 3 clusters Score -1.685044e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -16850674.000000 Penalty: 3886.244385
	Iteration 29Q: 3 clusters Score -1.685067e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -16850860.000000 Penalty: 3886.244385
	Iteration 30Q: 3 clusters Score -1.685086e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153180 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -16850934.000000 Penalty: 3886.244385
	Iteration 31Q: 3 clusters Score -1.685093e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153491 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -16851040.000000 Penalty: 3886.244385
	Iteration 32Q: 3 clusters Score -1.685104e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -16851134.000000 Penalty: 3886.244385
	Iteration 33Q: 3 clusters Score -1.685113e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -16851172.000000 Penalty: 3886.244385
	Iteration 34Q: 3 clusters Score -1.685117e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -16851226.000000 Penalty: 3886.244385
	Iteration 35Q: 3 clusters Score -1.685123e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -16851248.000000 Penalty: 3886.244385
	Iteration 36Q: 3 clusters Score -1.685125e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -16851306.000000 Penalty: 3886.244385
	Iteration 37Q: 3 clusters Score -1.685131e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16851336.000000 Penalty: 3886.244385
	Iteration 38Q: 3 clusters Score -1.685134e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -16851362.000000 Penalty: 3886.244385
	Iteration 39Q: 3 clusters Score -1.685136e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16851366.000000 Penalty: 3886.244385
	Iteration 40F: 3 clusters Score -1.685137e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16851410.000000 Penalty: 3886.244385
	Iteration 41Q: 3 clusters Score -1.685141e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154599 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16851432.000000 Penalty: 3886.244385
	Iteration 42Q: 3 clusters Score -1.685143e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16851432.000000 Penalty: 3886.244385
	Iteration 43Q: 3 clusters Score -1.685143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16851436.000000 Penalty: 3886.244385
	Iteration 44Q: 3 clusters Score -1.685144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154745 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16851452.000000 Penalty: 3886.244385
	Iteration 45Q: 3 clusters Score -1.685145e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154780 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16851476.000000 Penalty: 3886.244385
	Iteration 46Q: 3 clusters Score -1.685148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16851472.000000 Penalty: 3886.244385
	Iteration 47Q: 3 clusters Score -1.685147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16851476.000000 Penalty: 3886.244385
	Iteration 48Q: 3 clusters Score -1.685148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16851486.000000 Penalty: 3886.244385
	Iteration 49Q: 3 clusters Score -1.685149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154861 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16851484.000000 Penalty: 3886.244385
	Iteration 50Q: 3 clusters Score -1.685148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154870 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16851478.000000 Penalty: 3886.244385
	Iteration 51Q: 3 clusters Score -1.685148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16851484.000000 Penalty: 3886.244385
	Iteration 52Q: 3 clusters Score -1.685148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16851478.000000 Penalty: 3886.244385
	Iteration 53Q: 3 clusters Score -1.685148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16851482.000000 Penalty: 3886.244385
	Iteration 54Q: 3 clusters Score -1.685148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16851480.000000 Penalty: 3886.244385
	Iteration 55Q: 3 clusters Score -1.685148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154905 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16851472.000000 Penalty: 3886.244385
	Iteration 56Q: 3 clusters Score -1.685147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16851480.000000 Penalty: 3886.244385
	Iteration 57Q: 3 clusters Score -1.685148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16851470.000000 Penalty: 3886.244385
	Iteration 58Q: 3 clusters Score -1.685147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16851466.000000 Penalty: 3886.244385
	Iteration 59Q: 3 clusters Score -1.685147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16851472.000000 Penalty: 3886.244385
	Iteration 60F: 3 clusters Score -1.685147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16851468.000000 Penalty: 3886.244385
	Iteration 61Q: 3 clusters Score -1.685147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16851482.000000 Penalty: 3886.244385
	Iteration 62Q: 3 clusters Score -1.685148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16851476.000000 Penalty: 3886.244385
	Iteration 63Q: 3 clusters Score -1.685148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16851476.000000 Penalty: 3886.244385
	Iteration 64Q: 3 clusters Score -1.685148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16851478.000000 Penalty: 3886.244385
	Iteration 65Q: 3 clusters Score -1.685148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16851476.000000 Penalty: 3886.244385
	Iteration 66Q: 3 clusters Score -1.685148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154918 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16851480.000000 Penalty: 3886.244385
	Iteration 67Q: 3 clusters Score -1.685148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16851482.000000 Penalty: 3886.244385
	Iteration 68Q: 3 clusters Score -1.685148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16851482.000000 Penalty: 3886.244385
	Iteration 69Q: 3 clusters Score -1.685148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16851486.000000 Penalty: 3886.244385
	Iteration 70Q: 3 clusters Score -1.685149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154925 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -16851496.000000 Penalty: 3886.244385
	Iteration 71Q: 3 clusters Score -1.68515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16851504.000000 Penalty: 3886.244385
	Iteration 72Q: 3 clusters Score -1.68515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154931 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16851504.000000 Penalty: 3886.244385
	Iteration 73Q: 3 clusters Score -1.68515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -16851506.000000 Penalty: 3886.244385
	Iteration 74Q: 3 clusters Score -1.685151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16851506.000000 Penalty: 3886.244385
	Iteration 75Q: 3 clusters Score -1.685151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16851494.000000 Penalty: 3886.244385
	Iteration 76Q: 3 clusters Score -1.685149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16851496.000000 Penalty: 3886.244385
	Iteration 77Q: 3 clusters Score -1.68515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16851496.000000 Penalty: 3886.244385
	Iteration 78Q: 3 clusters Score -1.68515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -16851504.000000 Penalty: 3886.244385
	Iteration 79Q: 3 clusters Score -1.68515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16851518.000000 Penalty: 3886.244385
	Iteration 80F: 3 clusters Score -1.685152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16851514.000000 Penalty: 3886.244385
	Iteration 81Q: 3 clusters Score -1.685151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16851518.000000 Penalty: 3886.244385
	Iteration 82Q: 3 clusters Score -1.685152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16851510.000000 Penalty: 3886.244385
	Iteration 83Q: 3 clusters Score -1.685151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16851518.000000 Penalty: 3886.244385
	Iteration 84Q: 3 clusters Score -1.685152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16851524.000000 Penalty: 3886.244385
	Iteration 85Q: 3 clusters Score -1.685152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16851540.000000 Penalty: 3886.244385
	Iteration 86Q: 3 clusters Score -1.685154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16851528.000000 Penalty: 3886.244385
	Iteration 87Q: 3 clusters Score -1.685153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16851534.000000 Penalty: 3886.244385
	Iteration 88Q: 3 clusters Score -1.685153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -16851528.000000 Penalty: 3886.244385
	Iteration 89Q: 3 clusters Score -1.685153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16851536.000000 Penalty: 3886.244385
	Iteration 90Q: 3 clusters Score -1.685154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16851554.000000 Penalty: 3886.244385
	Iteration 91Q: 3 clusters Score -1.685155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16851558.000000 Penalty: 3886.244385
	Iteration 92Q: 3 clusters Score -1.685156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16851568.000000 Penalty: 3886.244385
	Iteration 93Q: 3 clusters Score -1.685157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16851570.000000 Penalty: 3886.244385
	Iteration 94Q: 3 clusters Score -1.685157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -16851564.000000 Penalty: 3886.244385
	Iteration 95Q: 3 clusters Score -1.685156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16851556.000000 Penalty: 3886.244385
	Iteration 96Q: 3 clusters Score -1.685156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16851556.000000 Penalty: 3886.244385
	Iteration 97Q: 3 clusters Score -1.685156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16851538.000000 Penalty: 3886.244385
	Iteration 98Q: 3 clusters Score -1.685154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16851558.000000 Penalty: 3886.244385
	Iteration 99Q: 3 clusters Score -1.685156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16851554.000000 Penalty: 3886.244385
	Iteration 100F: 3 clusters Score -1.685155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16851544.000000 Penalty: 3886.244385
	Iteration 101Q: 3 clusters Score -1.685154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16851550.000000 Penalty: 3886.244385
	Iteration 102Q: 3 clusters Score -1.685155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16851550.000000 Penalty: 3886.244385
	Iteration 103F: 3 clusters Score -1.685155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Entering Unmasked Estep 
Score: -3314021.500000 Penalty: 1675.826538
	Iteration 0F: 2 clusters Score -3314022 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 15046 members 
Entering Unmasked Estep 
Score: -3293746.500000 Penalty: 3351.653076
	Iteration 0F: 3 clusters Score -3293746 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3301343.000000 Penalty: 3351.653076
	Iteration 1F: 3 clusters Score -3301343 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3301681.500000 Penalty: 3351.653076
	Iteration 2Q: 3 clusters Score -3301682 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3301995.000000 Penalty: 3351.653076
	Iteration 3Q: 3 clusters Score -3301995 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3302325.000000 Penalty: 3351.653076
	Iteration 4Q: 3 clusters Score -3302325 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3302679.750000 Penalty: 3351.653076
	Iteration 5Q: 3 clusters Score -3302680 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3303044.750000 Penalty: 3351.653076
	Iteration 6Q: 3 clusters Score -3303045 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3303553.250000 Penalty: 3351.653076
	Iteration 7Q: 3 clusters Score -3303553 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3304257.500000 Penalty: 3351.653076
	Iteration 8Q: 3 clusters Score -3304258 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3305325.500000 Penalty: 3351.653076
	Iteration 9F: 3 clusters Score -3305326 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3306854.250000 Penalty: 3351.653076
	Iteration 10F: 3 clusters Score -3306854 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3308606.000000 Penalty: 3351.653076
	Iteration 11F: 3 clusters Score -3308606 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3310191.750000 Penalty: 3351.653076
	Iteration 12F: 3 clusters Score -3310192 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3311294.250000 Penalty: 3351.653076
	Iteration 13Q: 3 clusters Score -3311294 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3311881.500000 Penalty: 3351.653076
	Iteration 14Q: 3 clusters Score -3311882 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3312202.500000 Penalty: 3351.653076
	Iteration 15Q: 3 clusters Score -3312202 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3312364.500000 Penalty: 3351.653076
	Iteration 16Q: 3 clusters Score -3312364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3312445.750000 Penalty: 3351.653076
	Iteration 17Q: 3 clusters Score -3312446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3312484.000000 Penalty: 3351.653076
	Iteration 18Q: 3 clusters Score -3312484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3312522.500000 Penalty: 3351.653076
	Iteration 19Q: 3 clusters Score -3312522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3312548.000000 Penalty: 3351.653076
	Iteration 20F: 3 clusters Score -3312548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3312561.500000 Penalty: 3351.653076
	Iteration 21Q: 3 clusters Score -3312562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3312569.500000 Penalty: 3351.653076
	Iteration 22Q: 3 clusters Score -3312570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3312577.500000 Penalty: 3351.653076
	Iteration 23Q: 3 clusters Score -3312578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3312584.250000 Penalty: 3351.653076
	Iteration 24Q: 3 clusters Score -3312584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3312584.250000 Penalty: 3351.653076
	Iteration 25F: 3 clusters Score -3312584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -356934.937500 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -356934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -354004.531250 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -354004.5 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354700.781250 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -354700.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354866.968750 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -354867 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -355004.531250 Penalty: 2633.537109
	Iteration 3F: 3 clusters Score -355004.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -355133.031250 Penalty: 2633.537109
	Iteration 4F: 3 clusters Score -355133 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -355254.843750 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -355254.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -355360.781250 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -355360.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -355446.968750 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -355447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -355524.156250 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -355524.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -355574.500000 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -355574.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -355622.937500 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -355622.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -355656.281250 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -355656.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -355678.000000 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -355678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -355696.625000 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -355696.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -355714.000000 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -355714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -355718.031250 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -355718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -355723.093750 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -355723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -355726.312500 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -355726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -355730.500000 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -355730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -355735.812500 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -355735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -355742.687500 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -355742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -355746.312500 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -355746.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355750.625000 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -355750.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -355756.843750 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -355756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -355764.875000 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -355764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355770.750000 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -355770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -355784.062500 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -355784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -355792.781250 Penalty: 2633.537109
	Iteration 27Q: 3 clusters Score -355792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -355803.312500 Penalty: 2633.537109
	Iteration 28Q: 3 clusters Score -355803.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -355813.250000 Penalty: 2633.537109
	Iteration 29Q: 3 clusters Score -355813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -355823.562500 Penalty: 2633.537109
	Iteration 30Q: 3 clusters Score -355823.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -355834.125000 Penalty: 2633.537109
	Iteration 31Q: 3 clusters Score -355834.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -355840.437500 Penalty: 2633.537109
	Iteration 32Q: 3 clusters Score -355840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -355849.281250 Penalty: 2633.537109
	Iteration 33Q: 3 clusters Score -355849.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -355856.781250 Penalty: 2633.537109
	Iteration 34Q: 3 clusters Score -355856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -355866.156250 Penalty: 2633.537109
	Iteration 35Q: 3 clusters Score -355866.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355877.562500 Penalty: 2633.537109
	Iteration 36Q: 3 clusters Score -355877.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355891.906250 Penalty: 2633.537109
	Iteration 37Q: 3 clusters Score -355891.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -355905.093750 Penalty: 2633.537109
	Iteration 38Q: 3 clusters Score -355905.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -355923.218750 Penalty: 2633.537109
	Iteration 39Q: 3 clusters Score -355923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -355934.000000 Penalty: 2633.537109
	Iteration 40F: 3 clusters Score -355934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -355943.000000 Penalty: 2633.537109
	Iteration 41Q: 3 clusters Score -355943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -355952.750000 Penalty: 2633.537109
	Iteration 42Q: 3 clusters Score -355952.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -355970.312500 Penalty: 2633.537109
	Iteration 43Q: 3 clusters Score -355970.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -356016.687500 Penalty: 2633.537109
	Iteration 44Q: 3 clusters Score -356016.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -356147.593750 Penalty: 2633.537109
	Iteration 45Q: 3 clusters Score -356147.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -356313.156250 Penalty: 2633.537109
	Iteration 46Q: 3 clusters Score -356313.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -356415.250000 Penalty: 2633.537109
	Iteration 47Q: 3 clusters Score -356415.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -356439.875000 Penalty: 2633.537109
	Iteration 48Q: 3 clusters Score -356439.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -356457.281250 Penalty: 2633.537109
	Iteration 49Q: 3 clusters Score -356457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -356460.593750 Penalty: 2633.537109
	Iteration 50Q: 3 clusters Score -356460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -356463.031250 Penalty: 2633.537109
	Iteration 51Q: 3 clusters Score -356463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -356465.437500 Penalty: 2633.537109
	Iteration 52Q: 3 clusters Score -356465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -356465.531250 Penalty: 2633.537109
	Iteration 53Q: 3 clusters Score -356465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -356467.531250 Penalty: 2633.537109
	Iteration 54Q: 3 clusters Score -356467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -356468.187500 Penalty: 2633.537109
	Iteration 55Q: 3 clusters Score -356468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -356470.343750 Penalty: 2633.537109
	Iteration 56Q: 3 clusters Score -356470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -356471.781250 Penalty: 2633.537109
	Iteration 57Q: 3 clusters Score -356471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -356472.937500 Penalty: 2633.537109
	Iteration 58Q: 3 clusters Score -356472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -356472.781250 Penalty: 2633.537109
	Iteration 59Q: 3 clusters Score -356472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -356473.375000 Penalty: 2633.537109
	Iteration 60F: 3 clusters Score -356473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -356473.593750 Penalty: 2633.537109
	Iteration 61Q: 3 clusters Score -356473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -356475.687500 Penalty: 2633.537109
	Iteration 62Q: 3 clusters Score -356475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -356476.906250 Penalty: 2633.537109
	Iteration 63Q: 3 clusters Score -356476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -356476.875000 Penalty: 2633.537109
	Iteration 64Q: 3 clusters Score -356476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -356476.875000 Penalty: 2633.537109
	Iteration 65F: 3 clusters Score -356476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Entering Unmasked Estep 
Score: -4507965.500000 Penalty: 1725.469482
	Iteration 0F: 2 clusters Score -4507966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4480422.500000 Penalty: 3450.938965
	Iteration 0F: 3 clusters Score -4480422 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4491377.500000 Penalty: 3450.938965
	Iteration 1F: 3 clusters Score -4491378 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4491891.000000 Penalty: 3450.938965
	Iteration 2Q: 3 clusters Score -4491891 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4492454.000000 Penalty: 3450.938965
	Iteration 3Q: 3 clusters Score -4492454 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4493218.000000 Penalty: 3450.938965
	Iteration 4Q: 3 clusters Score -4493218 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4494244.500000 Penalty: 3450.938965
	Iteration 5F: 3 clusters Score -4494244 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4495717.000000 Penalty: 3450.938965
	Iteration 6F: 3 clusters Score -4495717 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4497721.500000 Penalty: 3450.938965
	Iteration 7F: 3 clusters Score -4497722 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4500023.000000 Penalty: 3450.938965
	Iteration 8F: 3 clusters Score -4500023 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -4502110.000000 Penalty: 3450.938965
	Iteration 9F: 3 clusters Score -4502110 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4503619.500000 Penalty: 3450.938965
	Iteration 10Q: 3 clusters Score -4503620 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4504597.500000 Penalty: 3450.938965
	Iteration 11Q: 3 clusters Score -4504598 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -4505261.500000 Penalty: 3450.938965
	Iteration 12Q: 3 clusters Score -4505262 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -4505613.500000 Penalty: 3450.938965
	Iteration 13Q: 3 clusters Score -4505614 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4505823.000000 Penalty: 3450.938965
	Iteration 14Q: 3 clusters Score -4505823 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4505993.500000 Penalty: 3450.938965
	Iteration 15Q: 3 clusters Score -4505994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4506112.500000 Penalty: 3450.938965
	Iteration 16Q: 3 clusters Score -4506112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4506215.000000 Penalty: 3450.938965
	Iteration 17Q: 3 clusters Score -4506215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -4506273.500000 Penalty: 3450.938965
	Iteration 18Q: 3 clusters Score -4506274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -4506319.000000 Penalty: 3450.938965
	Iteration 19Q: 3 clusters Score -4506319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -4506350.000000 Penalty: 3450.938965
	Iteration 20F: 3 clusters Score -4506350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4506362.500000 Penalty: 3450.938965
	Iteration 21Q: 3 clusters Score -4506362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4506372.000000 Penalty: 3450.938965
	Iteration 22Q: 3 clusters Score -4506372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4506380.000000 Penalty: 3450.938965
	Iteration 23Q: 3 clusters Score -4506380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -4506391.500000 Penalty: 3450.938965
	Iteration 24Q: 3 clusters Score -4506392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4506398.000000 Penalty: 3450.938965
	Iteration 25Q: 3 clusters Score -4506398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -4506406.000000 Penalty: 3450.938965
	Iteration 26Q: 3 clusters Score -4506406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4506408.500000 Penalty: 3450.938965
	Iteration 27Q: 3 clusters Score -4506408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4506411.500000 Penalty: 3450.938965
	Iteration 28Q: 3 clusters Score -4506412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4506417.500000 Penalty: 3450.938965
	Iteration 29Q: 3 clusters Score -4506418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4506418.000000 Penalty: 3450.938965
	Iteration 30Q: 3 clusters Score -4506418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -4506419.000000 Penalty: 3450.938965
	Iteration 31Q: 3 clusters Score -4506419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4506420.500000 Penalty: 3450.938965
	Iteration 32Q: 3 clusters Score -4506420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -4506421.500000 Penalty: 3450.938965
	Iteration 33Q: 3 clusters Score -4506422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4506419.500000 Penalty: 3450.938965
	Iteration 34Q: 3 clusters Score -4506420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4506419.500000 Penalty: 3450.938965
	Iteration 35F: 3 clusters Score -4506420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Entering Unmasked Estep 
Score: -6859720.000000 Penalty: 1794.409790
	Iteration 0F: 2 clusters Score -6859720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -6817771.000000 Penalty: 3588.819580
	Iteration 0F: 3 clusters Score -6817771 nChanged 29628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6834443.000000 Penalty: 3588.819580
	Iteration 1F: 3 clusters Score -6834443 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6834790.500000 Penalty: 3588.819580
	Iteration 2Q: 3 clusters Score -6834790 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -6835133.000000 Penalty: 3588.819580
	Iteration 3Q: 3 clusters Score -6835133 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -6835526.500000 Penalty: 3588.819580
	Iteration 4Q: 3 clusters Score -6835526 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -6836015.000000 Penalty: 3588.819580
	Iteration 5Q: 3 clusters Score -6836015 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -6836558.500000 Penalty: 3588.819580
	Iteration 6Q: 3 clusters Score -6836558 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -6837518.000000 Penalty: 3588.819580
	Iteration 7Q: 3 clusters Score -6837518 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6838902.500000 Penalty: 3588.819580
	Iteration 8Q: 3 clusters Score -6838902 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -6841089.000000 Penalty: 3588.819580
	Iteration 9F: 3 clusters Score -6841089 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -6843987.500000 Penalty: 3588.819580
	Iteration 10F: 3 clusters Score -6843988 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -6846623.500000 Penalty: 3588.819580
	Iteration 11F: 3 clusters Score -6846624 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6847989.500000 Penalty: 3588.819580
	Iteration 12F: 3 clusters Score -6847990 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -6848569.000000 Penalty: 3588.819580
	Iteration 13Q: 3 clusters Score -6848569 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6848763.000000 Penalty: 3588.819580
	Iteration 14Q: 3 clusters Score -6848763 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6848939.500000 Penalty: 3588.819580
	Iteration 15Q: 3 clusters Score -6848940 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -6849059.500000 Penalty: 3588.819580
	Iteration 16Q: 3 clusters Score -6849060 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -6849202.500000 Penalty: 3588.819580
	Iteration 17Q: 3 clusters Score -6849202 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -6849354.000000 Penalty: 3588.819580
	Iteration 18Q: 3 clusters Score -6849354 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -6849499.500000 Penalty: 3588.819580
	Iteration 19Q: 3 clusters Score -6849500 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -6849637.000000 Penalty: 3588.819580
	Iteration 20F: 3 clusters Score -6849637 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6849768.000000 Penalty: 3588.819580
	Iteration 21Q: 3 clusters Score -6849768 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -6849900.500000 Penalty: 3588.819580
	Iteration 22Q: 3 clusters Score -6849900 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -6850012.500000 Penalty: 3588.819580
	Iteration 23Q: 3 clusters Score -6850012 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -6850172.000000 Penalty: 3588.819580
	Iteration 24Q: 3 clusters Score -6850172 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6850351.000000 Penalty: 3588.819580
	Iteration 25Q: 3 clusters Score -6850351 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -6850485.500000 Penalty: 3588.819580
	Iteration 26Q: 3 clusters Score -6850486 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -6850645.000000 Penalty: 3588.819580
	Iteration 27Q: 3 clusters Score -6850645 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -6850799.000000 Penalty: 3588.819580
	Iteration 28Q: 3 clusters Score -6850799 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6850982.500000 Penalty: 3588.819580
	Iteration 29Q: 3 clusters Score -6850982 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6851146.500000 Penalty: 3588.819580
	Iteration 30Q: 3 clusters Score -6851146 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6851327.500000 Penalty: 3588.819580
	Iteration 31Q: 3 clusters Score -6851328 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -6851530.000000 Penalty: 3588.819580
	Iteration 32Q: 3 clusters Score -6851530 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6851794.500000 Penalty: 3588.819580
	Iteration 33Q: 3 clusters Score -6851794 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6852062.000000 Penalty: 3588.819580
	Iteration 34Q: 3 clusters Score -6852062 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6852317.500000 Penalty: 3588.819580
	Iteration 35Q: 3 clusters Score -6852318 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -6852621.000000 Penalty: 3588.819580
	Iteration 36Q: 3 clusters Score -6852621 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6852898.500000 Penalty: 3588.819580
	Iteration 37Q: 3 clusters Score -6852898 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6853223.000000 Penalty: 3588.819580
	Iteration 38Q: 3 clusters Score -6853223 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -6853627.500000 Penalty: 3588.819580
	Iteration 39Q: 3 clusters Score -6853628 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -6853998.000000 Penalty: 3588.819580
	Iteration 40F: 3 clusters Score -6853998 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -6854406.500000 Penalty: 3588.819580
	Iteration 41Q: 3 clusters Score -6854406 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -6854798.500000 Penalty: 3588.819580
	Iteration 42Q: 3 clusters Score -6854798 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -6855213.000000 Penalty: 3588.819580
	Iteration 43Q: 3 clusters Score -6855213 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -6855598.500000 Penalty: 3588.819580
	Iteration 44Q: 3 clusters Score -6855598 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -6855926.500000 Penalty: 3588.819580
	Iteration 45Q: 3 clusters Score -6855926 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -6856273.000000 Penalty: 3588.819580
	Iteration 46Q: 3 clusters Score -6856273 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -6856557.500000 Penalty: 3588.819580
	Iteration 47Q: 3 clusters Score -6856558 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -6856839.500000 Penalty: 3588.819580
	Iteration 48Q: 3 clusters Score -6856840 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -6857139.000000 Penalty: 3588.819580
	Iteration 49Q: 3 clusters Score -6857139 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -6857400.500000 Penalty: 3588.819580
	Iteration 50Q: 3 clusters Score -6857400 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -6857574.500000 Penalty: 3588.819580
	Iteration 51Q: 3 clusters Score -6857574 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -6857735.000000 Penalty: 3588.819580
	Iteration 52Q: 3 clusters Score -6857735 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -6857837.000000 Penalty: 3588.819580
	Iteration 53Q: 3 clusters Score -6857837 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -6857913.500000 Penalty: 3588.819580
	Iteration 54Q: 3 clusters Score -6857914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -6857963.500000 Penalty: 3588.819580
	Iteration 55Q: 3 clusters Score -6857964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -6858003.000000 Penalty: 3588.819580
	Iteration 56Q: 3 clusters Score -6858003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -6858048.000000 Penalty: 3588.819580
	Iteration 57Q: 3 clusters Score -6858048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -6858069.000000 Penalty: 3588.819580
	Iteration 58Q: 3 clusters Score -6858069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -6858117.500000 Penalty: 3588.819580
	Iteration 59Q: 3 clusters Score -6858118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -6858147.500000 Penalty: 3588.819580
	Iteration 60F: 3 clusters Score -6858148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -6858171.000000 Penalty: 3588.819580
	Iteration 61Q: 3 clusters Score -6858171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -6858181.000000 Penalty: 3588.819580
	Iteration 62Q: 3 clusters Score -6858181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -6858189.000000 Penalty: 3588.819580
	Iteration 63Q: 3 clusters Score -6858189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -6858199.500000 Penalty: 3588.819580
	Iteration 64Q: 3 clusters Score -6858200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -6858207.500000 Penalty: 3588.819580
	Iteration 65Q: 3 clusters Score -6858208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -6858217.000000 Penalty: 3588.819580
	Iteration 66Q: 3 clusters Score -6858217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -6858226.500000 Penalty: 3588.819580
	Iteration 67Q: 3 clusters Score -6858226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -6858245.500000 Penalty: 3588.819580
	Iteration 68Q: 3 clusters Score -6858246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -6858243.000000 Penalty: 3588.819580
	Iteration 69Q: 3 clusters Score -6858243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -6858240.000000 Penalty: 3588.819580
	Iteration 70Q: 3 clusters Score -6858240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -6858251.500000 Penalty: 3588.819580
	Iteration 71Q: 3 clusters Score -6858252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -6858266.000000 Penalty: 3588.819580
	Iteration 72Q: 3 clusters Score -6858266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -6858275.500000 Penalty: 3588.819580
	Iteration 73Q: 3 clusters Score -6858276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -6858282.000000 Penalty: 3588.819580
	Iteration 74Q: 3 clusters Score -6858282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -6858283.500000 Penalty: 3588.819580
	Iteration 75Q: 3 clusters Score -6858284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -6858282.500000 Penalty: 3588.819580
	Iteration 76Q: 3 clusters Score -6858282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -6858282.000000 Penalty: 3588.819580
	Iteration 77Q: 3 clusters Score -6858282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -6858285.500000 Penalty: 3588.819580
	Iteration 78Q: 3 clusters Score -6858286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -6858291.000000 Penalty: 3588.819580
	Iteration 79Q: 3 clusters Score -6858291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -6858291.500000 Penalty: 3588.819580
	Iteration 80F: 3 clusters Score -6858292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -6858294.500000 Penalty: 3588.819580
	Iteration 81Q: 3 clusters Score -6858294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -6858294.500000 Penalty: 3588.819580
	Iteration 82Q: 3 clusters Score -6858294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -6858297.500000 Penalty: 3588.819580
	Iteration 83Q: 3 clusters Score -6858298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -6858301.500000 Penalty: 3588.819580
	Iteration 84Q: 3 clusters Score -6858302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -6858300.000000 Penalty: 3588.819580
	Iteration 85Q: 3 clusters Score -6858300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -6858302.000000 Penalty: 3588.819580
	Iteration 86Q: 3 clusters Score -6858302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -6858302.000000 Penalty: 3588.819580
	Iteration 87Q: 3 clusters Score -6858302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -6858304.000000 Penalty: 3588.819580
	Iteration 88Q: 3 clusters Score -6858304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -6858308.500000 Penalty: 3588.819580
	Iteration 89Q: 3 clusters Score -6858308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -6858308.500000 Penalty: 3588.819580
	Iteration 90F: 3 clusters Score -6858308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Entering Unmasked Estep 
Score: -14160601.000000 Penalty: 1912.291382
	Iteration 0F: 2 clusters Score -1.41606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -14074286.000000 Penalty: 3824.582764
	Iteration 0F: 3 clusters Score -1.407429e+07 nChanged 62061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -14109546.000000 Penalty: 3824.582764
	Iteration 1F: 3 clusters Score -1.410955e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -14110076.000000 Penalty: 3824.582764
	Iteration 2Q: 3 clusters Score -1.411008e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -14110746.000000 Penalty: 3824.582764
	Iteration 3Q: 3 clusters Score -1.411075e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -14111393.000000 Penalty: 3824.582764
	Iteration 4Q: 3 clusters Score -1.411139e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -14112187.000000 Penalty: 3824.582764
	Iteration 5Q: 3 clusters Score -1.411219e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -14113340.000000 Penalty: 3824.582764
	Iteration 6Q: 3 clusters Score -1.411334e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -14115101.000000 Penalty: 3824.582764
	Iteration 7Q: 3 clusters Score -1.41151e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -14117792.000000 Penalty: 3824.582764
	Iteration 8Q: 3 clusters Score -1.411779e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -14121620.000000 Penalty: 3824.582764
	Iteration 9Q: 3 clusters Score -1.412162e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -14126565.000000 Penalty: 3824.582764
	Iteration 10F: 3 clusters Score -1.412656e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -14131734.000000 Penalty: 3824.582764
	Iteration 11F: 3 clusters Score -1.413173e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -14135630.000000 Penalty: 3824.582764
	Iteration 12F: 3 clusters Score -1.413563e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -14137690.000000 Penalty: 3824.582764
	Iteration 13Q: 3 clusters Score -1.413769e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -14138495.000000 Penalty: 3824.582764
	Iteration 14Q: 3 clusters Score -1.41385e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -14138850.000000 Penalty: 3824.582764
	Iteration 15Q: 3 clusters Score -1.413885e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -14139095.000000 Penalty: 3824.582764
	Iteration 16Q: 3 clusters Score -1.41391e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -14139364.000000 Penalty: 3824.582764
	Iteration 17Q: 3 clusters Score -1.413936e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -14139683.000000 Penalty: 3824.582764
	Iteration 18Q: 3 clusters Score -1.413968e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -14140002.000000 Penalty: 3824.582764
	Iteration 19Q: 3 clusters Score -1.414e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -14140272.000000 Penalty: 3824.582764
	Iteration 20F: 3 clusters Score -1.414027e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -14140734.000000 Penalty: 3824.582764
	Iteration 21Q: 3 clusters Score -1.414073e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -14141115.000000 Penalty: 3824.582764
	Iteration 22Q: 3 clusters Score -1.414112e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -14141559.000000 Penalty: 3824.582764
	Iteration 23Q: 3 clusters Score -1.414156e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -14142096.000000 Penalty: 3824.582764
	Iteration 24Q: 3 clusters Score -1.41421e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -14142610.000000 Penalty: 3824.582764
	Iteration 25Q: 3 clusters Score -1.414261e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -14143252.000000 Penalty: 3824.582764
	Iteration 26Q: 3 clusters Score -1.414325e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -14143905.000000 Penalty: 3824.582764
	Iteration 27Q: 3 clusters Score -1.41439e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -14144698.000000 Penalty: 3824.582764
	Iteration 28Q: 3 clusters Score -1.41447e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -14145626.000000 Penalty: 3824.582764
	Iteration 29Q: 3 clusters Score -1.414563e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -14146773.000000 Penalty: 3824.582764
	Iteration 30Q: 3 clusters Score -1.414677e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -14147980.000000 Penalty: 3824.582764
	Iteration 31Q: 3 clusters Score -1.414798e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -14149158.000000 Penalty: 3824.582764
	Iteration 32Q: 3 clusters Score -1.414916e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -14150572.000000 Penalty: 3824.582764
	Iteration 33Q: 3 clusters Score -1.415057e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -14151930.000000 Penalty: 3824.582764
	Iteration 34Q: 3 clusters Score -1.415193e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -14153367.000000 Penalty: 3824.582764
	Iteration 35Q: 3 clusters Score -1.415337e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -14154700.000000 Penalty: 3824.582764
	Iteration 36Q: 3 clusters Score -1.41547e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 124205 members 
Entering Unmasked Estep 
Score: -14155783.000000 Penalty: 3824.582764
	Iteration 37Q: 3 clusters Score -1.415578e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -14156827.000000 Penalty: 3824.582764
	Iteration 38Q: 3 clusters Score -1.415683e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -14157533.000000 Penalty: 3824.582764
	Iteration 39Q: 3 clusters Score -1.415753e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 127439 members 
Entering Unmasked Estep 
Score: -14157976.000000 Penalty: 3824.582764
	Iteration 40F: 3 clusters Score -1.415798e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -14158262.000000 Penalty: 3824.582764
	Iteration 41Q: 3 clusters Score -1.415826e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -14158462.000000 Penalty: 3824.582764
	Iteration 42Q: 3 clusters Score -1.415846e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -14158602.000000 Penalty: 3824.582764
	Iteration 43Q: 3 clusters Score -1.41586e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 128527 members 
Entering Unmasked Estep 
Score: -14158699.000000 Penalty: 3824.582764
	Iteration 44Q: 3 clusters Score -1.41587e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -14158752.000000 Penalty: 3824.582764
	Iteration 45Q: 3 clusters Score -1.415875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -14158776.000000 Penalty: 3824.582764
	Iteration 46Q: 3 clusters Score -1.415878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -14158809.000000 Penalty: 3824.582764
	Iteration 47Q: 3 clusters Score -1.415881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -14158832.000000 Penalty: 3824.582764
	Iteration 48Q: 3 clusters Score -1.415883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -14158860.000000 Penalty: 3824.582764
	Iteration 49Q: 3 clusters Score -1.415886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 128717 members 
Entering Unmasked Estep 
Score: -14158857.000000 Penalty: 3824.582764
	Iteration 50Q: 3 clusters Score -1.415886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -14158878.000000 Penalty: 3824.582764
	Iteration 51Q: 3 clusters Score -1.415888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 128736 members 
Entering Unmasked Estep 
Score: -14158890.000000 Penalty: 3824.582764
	Iteration 52Q: 3 clusters Score -1.415889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -14158893.000000 Penalty: 3824.582764
	Iteration 53Q: 3 clusters Score -1.415889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128748 members 
Entering Unmasked Estep 
Score: -14158893.000000 Penalty: 3824.582764
	Iteration 54Q: 3 clusters Score -1.415889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -14158899.000000 Penalty: 3824.582764
	Iteration 55Q: 3 clusters Score -1.41589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -14158899.000000 Penalty: 3824.582764
	Iteration 56F: 3 clusters Score -1.41589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Entering Unmasked Estep 
Score: -4261588.500000 Penalty: 1716.529663
	Iteration 0F: 2 clusters Score -4261588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4235587.000000 Penalty: 3433.059326
	Iteration 0F: 3 clusters Score -4235587 nChanged 18026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4245648.500000 Penalty: 3433.059326
	Iteration 1F: 3 clusters Score -4245648 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4246127.500000 Penalty: 3433.059326
	Iteration 2Q: 3 clusters Score -4246128 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4246745.000000 Penalty: 3433.059326
	Iteration 3Q: 3 clusters Score -4246745 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4247450.500000 Penalty: 3433.059326
	Iteration 4Q: 3 clusters Score -4247450 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4248459.500000 Penalty: 3433.059326
	Iteration 5Q: 3 clusters Score -4248460 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4249835.500000 Penalty: 3433.059326
	Iteration 6F: 3 clusters Score -4249836 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4251648.500000 Penalty: 3433.059326
	Iteration 7F: 3 clusters Score -4251648 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4253604.000000 Penalty: 3433.059326
	Iteration 8F: 3 clusters Score -4253604 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4255067.500000 Penalty: 3433.059326
	Iteration 9F: 3 clusters Score -4255068 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4255683.500000 Penalty: 3433.059326
	Iteration 10Q: 3 clusters Score -4255684 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4255949.500000 Penalty: 3433.059326
	Iteration 11Q: 3 clusters Score -4255950 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4256100.000000 Penalty: 3433.059326
	Iteration 12Q: 3 clusters Score -4256100 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4256208.000000 Penalty: 3433.059326
	Iteration 13Q: 3 clusters Score -4256208 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4256283.500000 Penalty: 3433.059326
	Iteration 14Q: 3 clusters Score -4256284 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4256360.000000 Penalty: 3433.059326
	Iteration 15Q: 3 clusters Score -4256360 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4256440.000000 Penalty: 3433.059326
	Iteration 16Q: 3 clusters Score -4256440 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4256502.500000 Penalty: 3433.059326
	Iteration 17Q: 3 clusters Score -4256502 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4256563.000000 Penalty: 3433.059326
	Iteration 18Q: 3 clusters Score -4256563 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4256618.000000 Penalty: 3433.059326
	Iteration 19Q: 3 clusters Score -4256618 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4256649.000000 Penalty: 3433.059326
	Iteration 20F: 3 clusters Score -4256649 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4256709.000000 Penalty: 3433.059326
	Iteration 21Q: 3 clusters Score -4256709 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4256750.000000 Penalty: 3433.059326
	Iteration 22Q: 3 clusters Score -4256750 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4256788.500000 Penalty: 3433.059326
	Iteration 23Q: 3 clusters Score -4256788 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4256839.500000 Penalty: 3433.059326
	Iteration 24Q: 3 clusters Score -4256840 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4256867.500000 Penalty: 3433.059326
	Iteration 25Q: 3 clusters Score -4256868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4256896.000000 Penalty: 3433.059326
	Iteration 26Q: 3 clusters Score -4256896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4256933.500000 Penalty: 3433.059326
	Iteration 27Q: 3 clusters Score -4256934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4256956.500000 Penalty: 3433.059326
	Iteration 28Q: 3 clusters Score -4256956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4256965.500000 Penalty: 3433.059326
	Iteration 29Q: 3 clusters Score -4256966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4257000.500000 Penalty: 3433.059326
	Iteration 30Q: 3 clusters Score -4257000 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4257013.500000 Penalty: 3433.059326
	Iteration 31Q: 3 clusters Score -4257014 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4257040.500000 Penalty: 3433.059326
	Iteration 32Q: 3 clusters Score -4257040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4257079.500000 Penalty: 3433.059326
	Iteration 33Q: 3 clusters Score -4257080 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4257094.500000 Penalty: 3433.059326
	Iteration 34Q: 3 clusters Score -4257094 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -4257136.500000 Penalty: 3433.059326
	Iteration 35Q: 3 clusters Score -4257136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4257168.500000 Penalty: 3433.059326
	Iteration 36Q: 3 clusters Score -4257168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4257195.500000 Penalty: 3433.059326
	Iteration 37Q: 3 clusters Score -4257196 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4257236.500000 Penalty: 3433.059326
	Iteration 38Q: 3 clusters Score -4257236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4257273.500000 Penalty: 3433.059326
	Iteration 39Q: 3 clusters Score -4257274 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4257294.000000 Penalty: 3433.059326
	Iteration 40F: 3 clusters Score -4257294 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4257339.000000 Penalty: 3433.059326
	Iteration 41Q: 3 clusters Score -4257339 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -4257402.500000 Penalty: 3433.059326
	Iteration 42Q: 3 clusters Score -4257402 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4257446.500000 Penalty: 3433.059326
	Iteration 43Q: 3 clusters Score -4257446 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4257496.500000 Penalty: 3433.059326
	Iteration 44Q: 3 clusters Score -4257496 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4257565.000000 Penalty: 3433.059326
	Iteration 45Q: 3 clusters Score -4257565 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4257619.000000 Penalty: 3433.059326
	Iteration 46Q: 3 clusters Score -4257619 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4257670.500000 Penalty: 3433.059326
	Iteration 47Q: 3 clusters Score -4257670 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -4257751.000000 Penalty: 3433.059326
	Iteration 48Q: 3 clusters Score -4257751 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4257815.000000 Penalty: 3433.059326
	Iteration 49Q: 3 clusters Score -4257815 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4257875.000000 Penalty: 3433.059326
	Iteration 50Q: 3 clusters Score -4257875 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4257932.500000 Penalty: 3433.059326
	Iteration 51Q: 3 clusters Score -4257932 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4258004.500000 Penalty: 3433.059326
	Iteration 52Q: 3 clusters Score -4258004 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4258050.500000 Penalty: 3433.059326
	Iteration 53Q: 3 clusters Score -4258050 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4258108.000000 Penalty: 3433.059326
	Iteration 54Q: 3 clusters Score -4258108 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4258148.500000 Penalty: 3433.059326
	Iteration 55Q: 3 clusters Score -4258148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4258184.500000 Penalty: 3433.059326
	Iteration 56Q: 3 clusters Score -4258184 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4258265.000000 Penalty: 3433.059326
	Iteration 57Q: 3 clusters Score -4258265 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -4258318.000000 Penalty: 3433.059326
	Iteration 58Q: 3 clusters Score -4258318 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4258362.000000 Penalty: 3433.059326
	Iteration 59Q: 3 clusters Score -4258362 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4258418.500000 Penalty: 3433.059326
	Iteration 60F: 3 clusters Score -4258418 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -4258495.500000 Penalty: 3433.059326
	Iteration 61Q: 3 clusters Score -4258496 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4258553.500000 Penalty: 3433.059326
	Iteration 62Q: 3 clusters Score -4258554 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4258617.500000 Penalty: 3433.059326
	Iteration 63Q: 3 clusters Score -4258618 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4258672.000000 Penalty: 3433.059326
	Iteration 64Q: 3 clusters Score -4258672 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4258723.000000 Penalty: 3433.059326
	Iteration 65Q: 3 clusters Score -4258723 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4258769.000000 Penalty: 3433.059326
	Iteration 66Q: 3 clusters Score -4258769 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4258855.000000 Penalty: 3433.059326
	Iteration 67Q: 3 clusters Score -4258855 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4258943.000000 Penalty: 3433.059326
	Iteration 68Q: 3 clusters Score -4258943 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -4258995.000000 Penalty: 3433.059326
	Iteration 69Q: 3 clusters Score -4258995 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4259084.000000 Penalty: 3433.059326
	Iteration 70Q: 3 clusters Score -4259084 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4259173.500000 Penalty: 3433.059326
	Iteration 71Q: 3 clusters Score -4259174 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4259245.000000 Penalty: 3433.059326
	Iteration 72Q: 3 clusters Score -4259245 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4259304.000000 Penalty: 3433.059326
	Iteration 73Q: 3 clusters Score -4259304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4259373.500000 Penalty: 3433.059326
	Iteration 74Q: 3 clusters Score -4259374 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4259445.000000 Penalty: 3433.059326
	Iteration 75Q: 3 clusters Score -4259445 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4259510.000000 Penalty: 3433.059326
	Iteration 76Q: 3 clusters Score -4259510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4259572.000000 Penalty: 3433.059326
	Iteration 77Q: 3 clusters Score -4259572 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4259643.000000 Penalty: 3433.059326
	Iteration 78Q: 3 clusters Score -4259643 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4259664.500000 Penalty: 3433.059326
	Iteration 79Q: 3 clusters Score -4259664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4259710.500000 Penalty: 3433.059326
	Iteration 80F: 3 clusters Score -4259710 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4259748.000000 Penalty: 3433.059326
	Iteration 81Q: 3 clusters Score -4259748 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4259780.500000 Penalty: 3433.059326
	Iteration 82Q: 3 clusters Score -4259780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4259818.500000 Penalty: 3433.059326
	Iteration 83Q: 3 clusters Score -4259818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4259869.500000 Penalty: 3433.059326
	Iteration 84Q: 3 clusters Score -4259870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4259909.500000 Penalty: 3433.059326
	Iteration 85Q: 3 clusters Score -4259910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4259933.500000 Penalty: 3433.059326
	Iteration 86Q: 3 clusters Score -4259934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4259973.500000 Penalty: 3433.059326
	Iteration 87Q: 3 clusters Score -4259974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4259979.000000 Penalty: 3433.059326
	Iteration 88Q: 3 clusters Score -4259979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4259994.500000 Penalty: 3433.059326
	Iteration 89Q: 3 clusters Score -4259994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4260007.500000 Penalty: 3433.059326
	Iteration 90Q: 3 clusters Score -4260008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4260015.000000 Penalty: 3433.059326
	Iteration 91Q: 3 clusters Score -4260015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4260017.500000 Penalty: 3433.059326
	Iteration 92Q: 3 clusters Score -4260018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4260027.500000 Penalty: 3433.059326
	Iteration 93Q: 3 clusters Score -4260028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4260047.500000 Penalty: 3433.059326
	Iteration 94Q: 3 clusters Score -4260048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4260056.500000 Penalty: 3433.059326
	Iteration 95Q: 3 clusters Score -4260056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4260074.500000 Penalty: 3433.059326
	Iteration 96Q: 3 clusters Score -4260074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4260086.500000 Penalty: 3433.059326
	Iteration 97Q: 3 clusters Score -4260086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4260088.000000 Penalty: 3433.059326
	Iteration 98Q: 3 clusters Score -4260088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4260091.000000 Penalty: 3433.059326
	Iteration 99Q: 3 clusters Score -4260091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4260091.500000 Penalty: 3433.059326
	Iteration 100F: 3 clusters Score -4260092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4260092.000000 Penalty: 3433.059326
	Iteration 101Q: 3 clusters Score -4260092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4260098.000000 Penalty: 3433.059326
	Iteration 102Q: 3 clusters Score -4260098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4260106.000000 Penalty: 3433.059326
	Iteration 103Q: 3 clusters Score -4260106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4260105.500000 Penalty: 3433.059326
	Iteration 104Q: 3 clusters Score -4260106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4260096.500000 Penalty: 3433.059326
	Iteration 105Q: 3 clusters Score -4260096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4260099.000000 Penalty: 3433.059326
	Iteration 106Q: 3 clusters Score -4260099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4260110.500000 Penalty: 3433.059326
	Iteration 107Q: 3 clusters Score -4260110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4260122.500000 Penalty: 3433.059326
	Iteration 108Q: 3 clusters Score -4260122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4260119.500000 Penalty: 3433.059326
	Iteration 109Q: 3 clusters Score -4260120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4260123.500000 Penalty: 3433.059326
	Iteration 110Q: 3 clusters Score -4260124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4260136.500000 Penalty: 3433.059326
	Iteration 111Q: 3 clusters Score -4260136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4260139.000000 Penalty: 3433.059326
	Iteration 112Q: 3 clusters Score -4260139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4260143.000000 Penalty: 3433.059326
	Iteration 113Q: 3 clusters Score -4260143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4260147.500000 Penalty: 3433.059326
	Iteration 114Q: 3 clusters Score -4260148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4260144.000000 Penalty: 3433.059326
	Iteration 115Q: 3 clusters Score -4260144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4260149.000000 Penalty: 3433.059326
	Iteration 116Q: 3 clusters Score -4260149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4260150.500000 Penalty: 3433.059326
	Iteration 117Q: 3 clusters Score -4260150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4260153.000000 Penalty: 3433.059326
	Iteration 118Q: 3 clusters Score -4260153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4260153.500000 Penalty: 3433.059326
	Iteration 119Q: 3 clusters Score -4260154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4260149.000000 Penalty: 3433.059326
	Iteration 120F: 3 clusters Score -4260149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4260146.500000 Penalty: 3433.059326
	Iteration 121Q: 3 clusters Score -4260146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4260159.500000 Penalty: 3433.059326
	Iteration 122Q: 3 clusters Score -4260160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4260163.000000 Penalty: 3433.059326
	Iteration 123Q: 3 clusters Score -4260163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4260163.500000 Penalty: 3433.059326
	Iteration 124Q: 3 clusters Score -4260164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4260161.500000 Penalty: 3433.059326
	Iteration 125Q: 3 clusters Score -4260162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4260166.000000 Penalty: 3433.059326
	Iteration 126Q: 3 clusters Score -4260166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4260164.500000 Penalty: 3433.059326
	Iteration 127Q: 3 clusters Score -4260164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4260163.500000 Penalty: 3433.059326
	Iteration 128Q: 3 clusters Score -4260164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4260164.500000 Penalty: 3433.059326
	Iteration 129Q: 3 clusters Score -4260164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4260168.000000 Penalty: 3433.059326
	Iteration 130Q: 3 clusters Score -4260168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4260170.000000 Penalty: 3433.059326
	Iteration 131Q: 3 clusters Score -4260170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4260167.500000 Penalty: 3433.059326
	Iteration 132Q: 3 clusters Score -4260168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4260159.000000 Penalty: 3433.059326
	Iteration 133Q: 3 clusters Score -4260159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4260159.000000 Penalty: 3433.059326
	Iteration 134F: 3 clusters Score -4260159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159169 members 
Mstep: Class 4 contains 72318 members 
Mstep: Class 5 contains 122724 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 156010 members 
Mstep: Class 15 contains 30115 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 62475 members 
Mstep: Class 19 contains 129049 members 
Mstep: Class 21 contains 38687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869216.000000 Penalty: 44658.785156
Iteration 159Q: 21 clusters Score -9.886922e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159111 members 
Mstep: Class 4 contains 72322 members 
Mstep: Class 5 contains 122723 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 29300 members 
Mstep: Class 14 contains 156019 members 
Mstep: Class 15 contains 30110 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 40877 members 
Mstep: Class 18 contains 62466 members 
Mstep: Class 19 contains 129048 members 
Mstep: Class 21 contains 38689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869176.000000 Penalty: 44658.785156
Iteration 160F: 21 clusters Score -9.886918e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 159060 members 
Mstep: Class 4 contains 72325 members 
Mstep: Class 5 contains 122718 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17165 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 156020 members 
Mstep: Class 15 contains 30110 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 40890 members 
Mstep: Class 18 contains 62455 members 
Mstep: Class 19 contains 129050 members 
Mstep: Class 21 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869272.000000 Penalty: 44658.785156
Iteration 161Q: 21 clusters Score -9.886927e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158996 members 
Mstep: Class 4 contains 72328 members 
Mstep: Class 5 contains 122719 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17219 members 
Mstep: Class 13 contains 29289 members 
Mstep: Class 14 contains 156020 members 
Mstep: Class 15 contains 30112 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 40898 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 129046 members 
Mstep: Class 21 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869064.000000 Penalty: 44658.785156
Iteration 162Q: 21 clusters Score -9.886906e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158947 members 
Mstep: Class 4 contains 72344 members 
Mstep: Class 5 contains 122706 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 29274 members 
Mstep: Class 14 contains 156020 members 
Mstep: Class 15 contains 30117 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 40913 members 
Mstep: Class 18 contains 62445 members 
Mstep: Class 19 contains 129046 members 
Mstep: Class 21 contains 38690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869048.000000 Penalty: 44658.785156
Iteration 163Q: 21 clusters Score -9.886905e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158907 members 
Mstep: Class 4 contains 72352 members 
Mstep: Class 5 contains 122702 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17299 members 
Mstep: Class 13 contains 29264 members 
Mstep: Class 14 contains 156024 members 
Mstep: Class 15 contains 30130 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 40918 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 129047 members 
Mstep: Class 21 contains 38686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869128.000000 Penalty: 44658.785156
Iteration 164Q: 21 clusters Score -9.886913e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158853 members 
Mstep: Class 4 contains 72361 members 
Mstep: Class 5 contains 122694 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17334 members 
Mstep: Class 13 contains 29256 members 
Mstep: Class 14 contains 156052 members 
Mstep: Class 15 contains 30132 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 40926 members 
Mstep: Class 18 contains 62427 members 
Mstep: Class 19 contains 129050 members 
Mstep: Class 21 contains 38677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869080.000000 Penalty: 44658.785156
Iteration 165Q: 21 clusters Score -9.886908e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158805 members 
Mstep: Class 4 contains 72372 members 
Mstep: Class 5 contains 122677 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17375 members 
Mstep: Class 13 contains 29256 members 
Mstep: Class 14 contains 156067 members 
Mstep: Class 15 contains 30137 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 40934 members 
Mstep: Class 18 contains 62420 members 
Mstep: Class 19 contains 129056 members 
Mstep: Class 21 contains 38667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869040.000000 Penalty: 44658.785156
Iteration 166Q: 21 clusters Score -9.886904e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158744 members 
Mstep: Class 4 contains 72383 members 
Mstep: Class 5 contains 122654 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17415 members 
Mstep: Class 13 contains 29247 members 
Mstep: Class 14 contains 156097 members 
Mstep: Class 15 contains 30138 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 40938 members 
Mstep: Class 18 contains 62417 members 
Mstep: Class 19 contains 129066 members 
Mstep: Class 21 contains 38655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869040.000000 Penalty: 44658.785156
Iteration 167Q: 21 clusters Score -9.886904e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158706 members 
Mstep: Class 4 contains 72395 members 
Mstep: Class 5 contains 122638 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17461 members 
Mstep: Class 13 contains 29232 members 
Mstep: Class 14 contains 156093 members 
Mstep: Class 15 contains 30142 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 40947 members 
Mstep: Class 18 contains 62414 members 
Mstep: Class 19 contains 129069 members 
Mstep: Class 21 contains 38651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868992.000000 Penalty: 44658.785156
Iteration 168Q: 21 clusters Score -9.886899e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158683 members 
Mstep: Class 4 contains 72416 members 
Mstep: Class 5 contains 122618 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17522 members 
Mstep: Class 13 contains 29226 members 
Mstep: Class 14 contains 156067 members 
Mstep: Class 15 contains 30142 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 40962 members 
Mstep: Class 18 contains 62410 members 
Mstep: Class 19 contains 129064 members 
Mstep: Class 21 contains 38646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869320.000000 Penalty: 44658.785156
Iteration 169Q: 21 clusters Score -9.886932e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158692 members 
Mstep: Class 4 contains 72427 members 
Mstep: Class 5 contains 122607 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17568 members 
Mstep: Class 13 contains 29217 members 
Mstep: Class 14 contains 156021 members 
Mstep: Class 15 contains 30141 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 40969 members 
Mstep: Class 18 contains 62403 members 
Mstep: Class 19 contains 129059 members 
Mstep: Class 21 contains 38649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869256.000000 Penalty: 44658.785156
Iteration 170Q: 21 clusters Score -9.886926e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158727 members 
Mstep: Class 4 contains 72439 members 
Mstep: Class 5 contains 122596 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17612 members 
Mstep: Class 13 contains 29205 members 
Mstep: Class 14 contains 155953 members 
Mstep: Class 15 contains 30151 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 40972 members 
Mstep: Class 18 contains 62390 members 
Mstep: Class 19 contains 129065 members 
Mstep: Class 21 contains 38645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869248.000000 Penalty: 44658.785156
Iteration 171Q: 21 clusters Score -9.886925e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158723 members 
Mstep: Class 4 contains 72445 members 
Mstep: Class 5 contains 122591 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17648 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 14 contains 155931 members 
Mstep: Class 15 contains 30157 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 40978 members 
Mstep: Class 18 contains 62384 members 
Mstep: Class 19 contains 129064 members 
Mstep: Class 21 contains 38642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869248.000000 Penalty: 44658.785156
Iteration 172Q: 21 clusters Score -9.886925e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158718 members 
Mstep: Class 4 contains 72451 members 
Mstep: Class 5 contains 122590 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17684 members 
Mstep: Class 13 contains 29184 members 
Mstep: Class 14 contains 155912 members 
Mstep: Class 15 contains 30158 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 40989 members 
Mstep: Class 18 contains 62379 members 
Mstep: Class 19 contains 129060 members 
Mstep: Class 21 contains 38633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869464.000000 Penalty: 44658.785156
Iteration 173Q: 21 clusters Score -9.886946e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158708 members 
Mstep: Class 4 contains 72459 members 
Mstep: Class 5 contains 122579 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17717 members 
Mstep: Class 13 contains 29173 members 
Mstep: Class 14 contains 155898 members 
Mstep: Class 15 contains 30156 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41008 members 
Mstep: Class 18 contains 62380 members 
Mstep: Class 19 contains 129057 members 
Mstep: Class 21 contains 38630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869440.000000 Penalty: 44658.785156
Iteration 174Q: 21 clusters Score -9.886944e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158721 members 
Mstep: Class 4 contains 72466 members 
Mstep: Class 5 contains 122577 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1414 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17744 members 
Mstep: Class 13 contains 29162 members 
Mstep: Class 14 contains 155870 members 
Mstep: Class 15 contains 30160 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41019 members 
Mstep: Class 18 contains 62372 members 
Mstep: Class 19 contains 129051 members 
Mstep: Class 21 contains 38626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869624.000000 Penalty: 44658.785156
Iteration 175Q: 21 clusters Score -9.886962e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158731 members 
Mstep: Class 4 contains 72465 members 
Mstep: Class 5 contains 122577 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 17770 members 
Mstep: Class 13 contains 29151 members 
Mstep: Class 14 contains 155852 members 
Mstep: Class 15 contains 30160 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41026 members 
Mstep: Class 18 contains 62370 members 
Mstep: Class 19 contains 129051 members 
Mstep: Class 21 contains 38619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869624.000000 Penalty: 44658.785156
Iteration 176Q: 21 clusters Score -9.886962e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158731 members 
Mstep: Class 4 contains 72461 members 
Mstep: Class 5 contains 122569 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 29137 members 
Mstep: Class 14 contains 155850 members 
Mstep: Class 15 contains 30163 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41034 members 
Mstep: Class 18 contains 62367 members 
Mstep: Class 19 contains 129047 members 
Mstep: Class 21 contains 38613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869656.000000 Penalty: 44658.785156
Iteration 177Q: 21 clusters Score -9.886966e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158734 members 
Mstep: Class 4 contains 72468 members 
Mstep: Class 5 contains 122563 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 17859 members 
Mstep: Class 13 contains 29118 members 
Mstep: Class 14 contains 155840 members 
Mstep: Class 15 contains 30157 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41043 members 
Mstep: Class 18 contains 62365 members 
Mstep: Class 19 contains 129042 members 
Mstep: Class 21 contains 38608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869560.000000 Penalty: 44658.785156
Iteration 178Q: 21 clusters Score -9.886956e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158739 members 
Mstep: Class 4 contains 72472 members 
Mstep: Class 5 contains 122554 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 29104 members 
Mstep: Class 14 contains 155829 members 
Mstep: Class 15 contains 30157 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41051 members 
Mstep: Class 18 contains 62361 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869368.000000 Penalty: 44658.785156
Iteration 179Q: 21 clusters Score -9.886937e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72483 members 
Mstep: Class 5 contains 122554 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 17952 members 
Mstep: Class 13 contains 29079 members 
Mstep: Class 14 contains 155813 members 
Mstep: Class 15 contains 30154 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41052 members 
Mstep: Class 18 contains 62365 members 
Mstep: Class 19 contains 129042 members 
Mstep: Class 21 contains 38595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869424.000000 Penalty: 44658.785156
Iteration 180F: 21 clusters Score -9.886942e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158748 members 
Mstep: Class 4 contains 72499 members 
Mstep: Class 5 contains 122553 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 17991 members 
Mstep: Class 13 contains 29059 members 
Mstep: Class 14 contains 155774 members 
Mstep: Class 15 contains 30155 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41059 members 
Mstep: Class 18 contains 62364 members 
Mstep: Class 19 contains 129041 members 
Mstep: Class 21 contains 38588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869456.000000 Penalty: 44658.785156
Iteration 181Q: 21 clusters Score -9.886946e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158749 members 
Mstep: Class 4 contains 72512 members 
Mstep: Class 5 contains 122554 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18030 members 
Mstep: Class 13 contains 29038 members 
Mstep: Class 14 contains 155742 members 
Mstep: Class 15 contains 30150 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41061 members 
Mstep: Class 18 contains 62365 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 38584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869656.000000 Penalty: 44658.785156
Iteration 182Q: 21 clusters Score -9.886966e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158760 members 
Mstep: Class 4 contains 72523 members 
Mstep: Class 5 contains 122554 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 29008 members 
Mstep: Class 14 contains 155719 members 
Mstep: Class 15 contains 30149 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41071 members 
Mstep: Class 18 contains 62362 members 
Mstep: Class 19 contains 129039 members 
Mstep: Class 21 contains 38577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869680.000000 Penalty: 44658.785156
Iteration 183Q: 21 clusters Score -9.886968e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158766 members 
Mstep: Class 4 contains 72547 members 
Mstep: Class 5 contains 122562 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 155691 members 
Mstep: Class 15 contains 30144 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41088 members 
Mstep: Class 18 contains 62358 members 
Mstep: Class 19 contains 129036 members 
Mstep: Class 21 contains 38567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869696.000000 Penalty: 44658.785156
Iteration 184Q: 21 clusters Score -9.88697e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158762 members 
Mstep: Class 4 contains 72569 members 
Mstep: Class 5 contains 122569 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18149 members 
Mstep: Class 13 contains 28944 members 
Mstep: Class 14 contains 155668 members 
Mstep: Class 15 contains 30139 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41095 members 
Mstep: Class 18 contains 62353 members 
Mstep: Class 19 contains 129029 members 
Mstep: Class 21 contains 38566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869592.000000 Penalty: 44658.785156
Iteration 185Q: 21 clusters Score -9.886959e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158755 members 
Mstep: Class 4 contains 72581 members 
Mstep: Class 5 contains 122576 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18187 members 
Mstep: Class 13 contains 28923 members 
Mstep: Class 14 contains 155632 members 
Mstep: Class 15 contains 30141 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41100 members 
Mstep: Class 18 contains 62351 members 
Mstep: Class 19 contains 129031 members 
Mstep: Class 21 contains 38565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869688.000000 Penalty: 44658.785156
Iteration 186Q: 21 clusters Score -9.886969e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158745 members 
Mstep: Class 4 contains 72596 members 
Mstep: Class 5 contains 122573 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 28904 members 
Mstep: Class 14 contains 155612 members 
Mstep: Class 15 contains 30138 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41109 members 
Mstep: Class 18 contains 62353 members 
Mstep: Class 19 contains 129029 members 
Mstep: Class 21 contains 38567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869712.000000 Penalty: 44658.785156
Iteration 187Q: 21 clusters Score -9.886971e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72621 members 
Mstep: Class 5 contains 122572 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 28880 members 
Mstep: Class 14 contains 155585 members 
Mstep: Class 15 contains 30133 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41119 members 
Mstep: Class 18 contains 62351 members 
Mstep: Class 19 contains 129028 members 
Mstep: Class 21 contains 38567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869504.000000 Penalty: 44658.785156
Iteration 188Q: 21 clusters Score -9.88695e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72643 members 
Mstep: Class 5 contains 122566 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18283 members 
Mstep: Class 13 contains 28855 members 
Mstep: Class 14 contains 155575 members 
Mstep: Class 15 contains 30127 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41125 members 
Mstep: Class 18 contains 62346 members 
Mstep: Class 19 contains 129030 members 
Mstep: Class 21 contains 38564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869504.000000 Penalty: 44658.785156
Iteration 189Q: 21 clusters Score -9.88695e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158765 members 
Mstep: Class 4 contains 72660 members 
Mstep: Class 5 contains 122567 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 28828 members 
Mstep: Class 14 contains 155542 members 
Mstep: Class 15 contains 30119 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 62342 members 
Mstep: Class 19 contains 129028 members 
Mstep: Class 21 contains 38564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869504.000000 Penalty: 44658.785156
Iteration 190Q: 21 clusters Score -9.88695e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158798 members 
Mstep: Class 4 contains 72672 members 
Mstep: Class 5 contains 122559 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 155515 members 
Mstep: Class 15 contains 30116 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41129 members 
Mstep: Class 18 contains 62330 members 
Mstep: Class 19 contains 129028 members 
Mstep: Class 21 contains 38559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869528.000000 Penalty: 44658.785156
Iteration 191Q: 21 clusters Score -9.886953e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158809 members 
Mstep: Class 4 contains 72683 members 
Mstep: Class 5 contains 122545 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 18395 members 
Mstep: Class 13 contains 28779 members 
Mstep: Class 14 contains 155483 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 62331 members 
Mstep: Class 19 contains 129037 members 
Mstep: Class 21 contains 38551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869368.000000 Penalty: 44658.785156
Iteration 192Q: 21 clusters Score -9.886937e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158790 members 
Mstep: Class 4 contains 72697 members 
Mstep: Class 5 contains 122543 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 18444 members 
Mstep: Class 13 contains 28753 members 
Mstep: Class 14 contains 155462 members 
Mstep: Class 15 contains 30101 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41148 members 
Mstep: Class 18 contains 62335 members 
Mstep: Class 19 contains 129039 members 
Mstep: Class 21 contains 38543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869432.000000 Penalty: 44658.785156
Iteration 193Q: 21 clusters Score -9.886943e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 158788 members 
Mstep: Class 4 contains 72719 members 
Mstep: Class 5 contains 122522 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 18488 members 
Mstep: Class 13 contains 28733 members 
Mstep: Class 14 contains 155430 members 
Mstep: Class 15 contains 30099 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 41160 members 
Mstep: Class 18 contains 62329 members 
Mstep: Class 19 contains 129045 members 
Mstep: Class 21 contains 38538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869464.000000 Penalty: 44658.785156
Iteration 194Q: 21 clusters Score -9.886946e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158782 members 
Mstep: Class 4 contains 72733 members 
Mstep: Class 5 contains 122501 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 18534 members 
Mstep: Class 13 contains 28713 members 
Mstep: Class 14 contains 155413 members 
Mstep: Class 15 contains 30101 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 41173 members 
Mstep: Class 18 contains 62322 members 
Mstep: Class 19 contains 129050 members 
Mstep: Class 21 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869392.000000 Penalty: 44658.785156
Iteration 195Q: 21 clusters Score -9.886939e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158756 members 
Mstep: Class 4 contains 72740 members 
Mstep: Class 5 contains 122495 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 14743 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 18566 members 
Mstep: Class 13 contains 28697 members 
Mstep: Class 14 contains 155418 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 41193 members 
Mstep: Class 18 contains 62308 members 
Mstep: Class 19 contains 129050 members 
Mstep: Class 21 contains 38527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869240.000000 Penalty: 44658.785156
Iteration 196Q: 21 clusters Score -9.886924e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158741 members 
Mstep: Class 4 contains 72752 members 
Mstep: Class 5 contains 122490 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 18603 members 
Mstep: Class 13 contains 28689 members 
Mstep: Class 14 contains 155408 members 
Mstep: Class 15 contains 30102 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 41209 members 
Mstep: Class 18 contains 62292 members 
Mstep: Class 19 contains 129050 members 
Mstep: Class 21 contains 38516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869184.000000 Penalty: 44658.785156
Iteration 197Q: 21 clusters Score -9.886918e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158735 members 
Mstep: Class 4 contains 72767 members 
Mstep: Class 5 contains 122482 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 18629 members 
Mstep: Class 13 contains 28671 members 
Mstep: Class 14 contains 155402 members 
Mstep: Class 15 contains 30098 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 41221 members 
Mstep: Class 18 contains 62277 members 
Mstep: Class 19 contains 129059 members 
Mstep: Class 21 contains 38506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869376.000000 Penalty: 44658.785156
Iteration 198Q: 21 clusters Score -9.886938e+07 nChanged 290
Entering ConstructFrom: 
Score: -98869376.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Entering Unmasked Estep 
Score: -4312209.000000 Penalty: 1727.570923
	Iteration 0F: 2 clusters Score -4312209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4284424.000000 Penalty: 3455.141846
	Iteration 0F: 3 clusters Score -4284424 nChanged 19242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4295266.000000 Penalty: 3455.141846
	Iteration 1F: 3 clusters Score -4295266 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4295863.000000 Penalty: 3455.141846
	Iteration 2Q: 3 clusters Score -4295863 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4296599.500000 Penalty: 3455.141846
	Iteration 3Q: 3 clusters Score -4296600 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4297727.500000 Penalty: 3455.141846
	Iteration 4F: 3 clusters Score -4297728 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -4299574.000000 Penalty: 3455.141846
	Iteration 5F: 3 clusters Score -4299574 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4302331.500000 Penalty: 3455.141846
	Iteration 6F: 3 clusters Score -4302332 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -4305482.500000 Penalty: 3455.141846
	Iteration 7F: 3 clusters Score -4305482 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4308069.500000 Penalty: 3455.141846
	Iteration 8F: 3 clusters Score -4308070 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4309596.000000 Penalty: 3455.141846
	Iteration 9F: 3 clusters Score -4309596 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4310336.500000 Penalty: 3455.141846
	Iteration 10Q: 3 clusters Score -4310336 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4310627.000000 Penalty: 3455.141846
	Iteration 11Q: 3 clusters Score -4310627 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4310802.500000 Penalty: 3455.141846
	Iteration 12Q: 3 clusters Score -4310802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4310938.500000 Penalty: 3455.141846
	Iteration 13Q: 3 clusters Score -4310938 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -4311053.000000 Penalty: 3455.141846
	Iteration 14Q: 3 clusters Score -4311053 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -4311237.000000 Penalty: 3455.141846
	Iteration 15Q: 3 clusters Score -4311237 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -4311511.500000 Penalty: 3455.141846
	Iteration 16Q: 3 clusters Score -4311512 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4311781.500000 Penalty: 3455.141846
	Iteration 17Q: 3 clusters Score -4311782 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4311934.500000 Penalty: 3455.141846
	Iteration 18Q: 3 clusters Score -4311934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4312012.000000 Penalty: 3455.141846
	Iteration 19Q: 3 clusters Score -4312012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4312046.500000 Penalty: 3455.141846
	Iteration 20F: 3 clusters Score -4312046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -4312084.500000 Penalty: 3455.141846
	Iteration 21Q: 3 clusters Score -4312084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -4312146.500000 Penalty: 3455.141846
	Iteration 22Q: 3 clusters Score -4312146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -4312231.000000 Penalty: 3455.141846
	Iteration 23Q: 3 clusters Score -4312231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4312350.500000 Penalty: 3455.141846
	Iteration 24Q: 3 clusters Score -4312350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4312461.000000 Penalty: 3455.141846
	Iteration 25Q: 3 clusters Score -4312461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4312487.000000 Penalty: 3455.141846
	Iteration 26Q: 3 clusters Score -4312487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -4312509.000000 Penalty: 3455.141846
	Iteration 27Q: 3 clusters Score -4312509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4312521.000000 Penalty: 3455.141846
	Iteration 28Q: 3 clusters Score -4312521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -4312523.500000 Penalty: 3455.141846
	Iteration 29Q: 3 clusters Score -4312524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -4312525.500000 Penalty: 3455.141846
	Iteration 30Q: 3 clusters Score -4312526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -4312529.000000 Penalty: 3455.141846
	Iteration 31Q: 3 clusters Score -4312529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4312531.500000 Penalty: 3455.141846
	Iteration 32Q: 3 clusters Score -4312532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -4312529.000000 Penalty: 3455.141846
	Iteration 33Q: 3 clusters Score -4312529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4312526.500000 Penalty: 3455.141846
	Iteration 34Q: 3 clusters Score -4312526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4312525.500000 Penalty: 3455.141846
	Iteration 35Q: 3 clusters Score -4312526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -4312527.500000 Penalty: 3455.141846
	Iteration 36Q: 3 clusters Score -4312528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -4312527.500000 Penalty: 3455.141846
	Iteration 37F: 3 clusters Score -4312528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158727 members 
Mstep: Class 4 contains 72773 members 
Mstep: Class 5 contains 122482 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 18656 members 
Mstep: Class 13 contains 28664 members 
Mstep: Class 14 contains 155387 members 
Mstep: Class 15 contains 30097 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 41238 members 
Mstep: Class 18 contains 62266 members 
Mstep: Class 19 contains 129058 members 
Mstep: Class 20 contains 39676 members 
Mstep: Class 21 contains 38495 members 
Entering Unmasked Estep 
Score: -98868736.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98869376.000000 to -98868736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -61054.699219 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -61054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59895.320312 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -59895.32 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60214.949219 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -60214.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60540.964844 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -60540.96 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61007.164062 Penalty: 2124.424805
	Iteration 3F: 3 clusters Score -61007.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61239.601562 Penalty: 2124.424805
	Iteration 4F: 3 clusters Score -61239.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61344.773438 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -61344.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61389.292969 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -61389.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61412.976562 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -61412.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61420.125000 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -61420.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61426.363281 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -61426.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61450.789062 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -61450.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61461.167969 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -61461.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61466.703125 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -61466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61480.789062 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -61480.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61507.785156 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -61507.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61529.507812 Penalty: 2124.424805
	Iteration 15Q: 3 clusters Score -61529.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61578.468750 Penalty: 2124.424805
	Iteration 16Q: 3 clusters Score -61578.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61602.667969 Penalty: 2124.424805
	Iteration 17Q: 3 clusters Score -61602.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61606.503906 Penalty: 2124.424805
	Iteration 18Q: 3 clusters Score -61606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61606.945312 Penalty: 2124.424805
	Iteration 19Q: 3 clusters Score -61606.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61614.000000 Penalty: 2124.424805
	Iteration 20F: 3 clusters Score -61614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61620.019531 Penalty: 2124.424805
	Iteration 21Q: 3 clusters Score -61620.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61646.320312 Penalty: 2124.424805
	Iteration 22Q: 3 clusters Score -61646.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61662.042969 Penalty: 2124.424805
	Iteration 23Q: 3 clusters Score -61662.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61664.250000 Penalty: 2124.424805
	Iteration 24Q: 3 clusters Score -61664.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61664.250000 Penalty: 2124.424805
	Iteration 25F: 3 clusters Score -61664.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 158727 members 
Mstep: Class 4 contains 72773 members 
Mstep: Class 5 contains 122482 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 18656 members 
Mstep: Class 13 contains 28664 members 
Mstep: Class 14 contains 155387 members 
Mstep: Class 15 contains 30097 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 41238 members 
Mstep: Class 18 contains 62266 members 
Mstep: Class 19 contains 129058 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 38495 members 
Entering Unmasked Estep 
Score: -98868728.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98869376.000000 to -98868728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (158727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Entering Unmasked Estep 
Score: -17101798.000000 Penalty: 1945.927979
	Iteration 0F: 2 clusters Score -1.71018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -16998422.000000 Penalty: 3891.855957
	Iteration 0F: 3 clusters Score -1.699842e+07 nChanged 76548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -17043034.000000 Penalty: 3891.855957
	Iteration 1F: 3 clusters Score -1.704303e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -17044262.000000 Penalty: 3891.855957
	Iteration 2Q: 3 clusters Score -1.704426e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -17046618.000000 Penalty: 3891.855957
	Iteration 3Q: 3 clusters Score -1.704662e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -17050558.000000 Penalty: 3891.855957
	Iteration 4F: 3 clusters Score -1.705056e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -17057940.000000 Penalty: 3891.855957
	Iteration 5F: 3 clusters Score -1.705794e+07 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -17068896.000000 Penalty: 3891.855957
	Iteration 6F: 3 clusters Score -1.70689e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114808 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -17082630.000000 Penalty: 3891.855957
	Iteration 7F: 3 clusters Score -1.708263e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -17092500.000000 Penalty: 3891.855957
	Iteration 8F: 3 clusters Score -1.70925e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122692 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -17095478.000000 Penalty: 3891.855957
	Iteration 9Q: 3 clusters Score -1.709548e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -17096616.000000 Penalty: 3891.855957
	Iteration 10Q: 3 clusters Score -1.709662e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -17097332.000000 Penalty: 3891.855957
	Iteration 11Q: 3 clusters Score -1.709733e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -17097980.000000 Penalty: 3891.855957
	Iteration 12Q: 3 clusters Score -1.709798e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -17098348.000000 Penalty: 3891.855957
	Iteration 13Q: 3 clusters Score -1.709835e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -17098696.000000 Penalty: 3891.855957
	Iteration 14Q: 3 clusters Score -1.70987e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131283 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -17098864.000000 Penalty: 3891.855957
	Iteration 15Q: 3 clusters Score -1.709886e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -17099186.000000 Penalty: 3891.855957
	Iteration 16Q: 3 clusters Score -1.709919e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -17099396.000000 Penalty: 3891.855957
	Iteration 17Q: 3 clusters Score -1.70994e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134369 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -17099604.000000 Penalty: 3891.855957
	Iteration 18Q: 3 clusters Score -1.70996e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -17099840.000000 Penalty: 3891.855957
	Iteration 19Q: 3 clusters Score -1.709984e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -17100066.000000 Penalty: 3891.855957
	Iteration 20F: 3 clusters Score -1.710007e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137149 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -17100286.000000 Penalty: 3891.855957
	Iteration 21Q: 3 clusters Score -1.710029e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -17100458.000000 Penalty: 3891.855957
	Iteration 22Q: 3 clusters Score -1.710046e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -17100576.000000 Penalty: 3891.855957
	Iteration 23Q: 3 clusters Score -1.710058e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -17100748.000000 Penalty: 3891.855957
	Iteration 24Q: 3 clusters Score -1.710075e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140660 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -17100848.000000 Penalty: 3891.855957
	Iteration 25Q: 3 clusters Score -1.710085e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -17101006.000000 Penalty: 3891.855957
	Iteration 26Q: 3 clusters Score -1.710101e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142663 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -17101114.000000 Penalty: 3891.855957
	Iteration 27Q: 3 clusters Score -1.710111e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -17101298.000000 Penalty: 3891.855957
	Iteration 28Q: 3 clusters Score -1.71013e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -17101508.000000 Penalty: 3891.855957
	Iteration 29Q: 3 clusters Score -1.710151e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -17101614.000000 Penalty: 3891.855957
	Iteration 30Q: 3 clusters Score -1.710161e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -17101642.000000 Penalty: 3891.855957
	Iteration 31Q: 3 clusters Score -1.710164e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -17101678.000000 Penalty: 3891.855957
	Iteration 32Q: 3 clusters Score -1.710168e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -17101622.000000 Penalty: 3891.855957
	Iteration 33Q: 3 clusters Score -1.710162e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -17101546.000000 Penalty: 3891.855957
	Iteration 34Q: 3 clusters Score -1.710155e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150584 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -17101428.000000 Penalty: 3891.855957
	Iteration 35Q: 3 clusters Score -1.710143e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -17101424.000000 Penalty: 3891.855957
	Iteration 36Q: 3 clusters Score -1.710142e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151962 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -17101382.000000 Penalty: 3891.855957
	Iteration 37Q: 3 clusters Score -1.710138e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152579 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -17101370.000000 Penalty: 3891.855957
	Iteration 38Q: 3 clusters Score -1.710137e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -17101346.000000 Penalty: 3891.855957
	Iteration 39Q: 3 clusters Score -1.710135e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -17101246.000000 Penalty: 3891.855957
	Iteration 40F: 3 clusters Score -1.710125e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154152 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -17101200.000000 Penalty: 3891.855957
	Iteration 41Q: 3 clusters Score -1.71012e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -17101228.000000 Penalty: 3891.855957
	Iteration 42Q: 3 clusters Score -1.710123e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -17101204.000000 Penalty: 3891.855957
	Iteration 43Q: 3 clusters Score -1.71012e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -17101120.000000 Penalty: 3891.855957
	Iteration 44Q: 3 clusters Score -1.710112e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -17101052.000000 Penalty: 3891.855957
	Iteration 45Q: 3 clusters Score -1.710105e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155766 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -17101042.000000 Penalty: 3891.855957
	Iteration 46Q: 3 clusters Score -1.710104e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -17100992.000000 Penalty: 3891.855957
	Iteration 47Q: 3 clusters Score -1.710099e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -17100948.000000 Penalty: 3891.855957
	Iteration 48Q: 3 clusters Score -1.710095e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156328 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -17100918.000000 Penalty: 3891.855957
	Iteration 49Q: 3 clusters Score -1.710092e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156491 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -17100886.000000 Penalty: 3891.855957
	Iteration 50Q: 3 clusters Score -1.710089e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -17100876.000000 Penalty: 3891.855957
	Iteration 51Q: 3 clusters Score -1.710088e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -17100844.000000 Penalty: 3891.855957
	Iteration 52Q: 3 clusters Score -1.710084e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -17100794.000000 Penalty: 3891.855957
	Iteration 53Q: 3 clusters Score -1.710079e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -17100792.000000 Penalty: 3891.855957
	Iteration 54Q: 3 clusters Score -1.710079e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157073 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -17100806.000000 Penalty: 3891.855957
	Iteration 55Q: 3 clusters Score -1.710081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157133 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -17100806.000000 Penalty: 3891.855957
	Iteration 56Q: 3 clusters Score -1.710081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17100786.000000 Penalty: 3891.855957
	Iteration 57Q: 3 clusters Score -1.710079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17100798.000000 Penalty: 3891.855957
	Iteration 58Q: 3 clusters Score -1.71008e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17100796.000000 Penalty: 3891.855957
	Iteration 59Q: 3 clusters Score -1.71008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17100770.000000 Penalty: 3891.855957
	Iteration 60F: 3 clusters Score -1.710077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17100780.000000 Penalty: 3891.855957
	Iteration 61Q: 3 clusters Score -1.710078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17100772.000000 Penalty: 3891.855957
	Iteration 62Q: 3 clusters Score -1.710077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17100760.000000 Penalty: 3891.855957
	Iteration 63Q: 3 clusters Score -1.710076e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157450 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17100750.000000 Penalty: 3891.855957
	Iteration 64Q: 3 clusters Score -1.710075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -17100746.000000 Penalty: 3891.855957
	Iteration 65Q: 3 clusters Score -1.710075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -17100734.000000 Penalty: 3891.855957
	Iteration 66Q: 3 clusters Score -1.710073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17100724.000000 Penalty: 3891.855957
	Iteration 67Q: 3 clusters Score -1.710072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -17100714.000000 Penalty: 3891.855957
	Iteration 68Q: 3 clusters Score -1.710071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17100716.000000 Penalty: 3891.855957
	Iteration 69Q: 3 clusters Score -1.710072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -17100734.000000 Penalty: 3891.855957
	Iteration 70Q: 3 clusters Score -1.710073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157588 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17100700.000000 Penalty: 3891.855957
	Iteration 71Q: 3 clusters Score -1.71007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17100704.000000 Penalty: 3891.855957
	Iteration 72Q: 3 clusters Score -1.71007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157611 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17100698.000000 Penalty: 3891.855957
	Iteration 73Q: 3 clusters Score -1.71007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17100710.000000 Penalty: 3891.855957
	Iteration 74Q: 3 clusters Score -1.710071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -17100700.000000 Penalty: 3891.855957
	Iteration 75Q: 3 clusters Score -1.71007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17100692.000000 Penalty: 3891.855957
	Iteration 76Q: 3 clusters Score -1.710069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157672 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -17100684.000000 Penalty: 3891.855957
	Iteration 77Q: 3 clusters Score -1.710068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157689 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -17100694.000000 Penalty: 3891.855957
	Iteration 78Q: 3 clusters Score -1.710069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17100706.000000 Penalty: 3891.855957
	Iteration 79Q: 3 clusters Score -1.710071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157718 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17100684.000000 Penalty: 3891.855957
	Iteration 80F: 3 clusters Score -1.710068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17100684.000000 Penalty: 3891.855957
	Iteration 81Q: 3 clusters Score -1.710068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -17100682.000000 Penalty: 3891.855957
	Iteration 82Q: 3 clusters Score -1.710068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17100666.000000 Penalty: 3891.855957
	Iteration 83Q: 3 clusters Score -1.710067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17100658.000000 Penalty: 3891.855957
	Iteration 84Q: 3 clusters Score -1.710066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157778 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17100664.000000 Penalty: 3891.855957
	Iteration 85Q: 3 clusters Score -1.710066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -17100664.000000 Penalty: 3891.855957
	Iteration 86Q: 3 clusters Score -1.710066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17100634.000000 Penalty: 3891.855957
	Iteration 87Q: 3 clusters Score -1.710063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17100634.000000 Penalty: 3891.855957
	Iteration 88Q: 3 clusters Score -1.710063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -17100632.000000 Penalty: 3891.855957
	Iteration 89Q: 3 clusters Score -1.710063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157830 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -17100642.000000 Penalty: 3891.855957
	Iteration 90Q: 3 clusters Score -1.710064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17100614.000000 Penalty: 3891.855957
	Iteration 91Q: 3 clusters Score -1.710061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17100602.000000 Penalty: 3891.855957
	Iteration 92Q: 3 clusters Score -1.71006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -17100604.000000 Penalty: 3891.855957
	Iteration 93Q: 3 clusters Score -1.71006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157867 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17100600.000000 Penalty: 3891.855957
	Iteration 94Q: 3 clusters Score -1.71006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157868 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -17100596.000000 Penalty: 3891.855957
	Iteration 95Q: 3 clusters Score -1.71006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17100600.000000 Penalty: 3891.855957
	Iteration 96Q: 3 clusters Score -1.71006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17100600.000000 Penalty: 3891.855957
	Iteration 97Q: 3 clusters Score -1.71006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17100592.000000 Penalty: 3891.855957
	Iteration 98Q: 3 clusters Score -1.710059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17100592.000000 Penalty: 3891.855957
	Iteration 99F: 3 clusters Score -1.710059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Entering Unmasked Estep 
Score: -8001865.000000 Penalty: 1819.203735
	Iteration 0F: 2 clusters Score -8001865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7953205.000000 Penalty: 3638.407471
	Iteration 0F: 3 clusters Score -7953205 nChanged 34493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -7972921.000000 Penalty: 3638.407471
	Iteration 1F: 3 clusters Score -7972921 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -7973335.500000 Penalty: 3638.407471
	Iteration 2Q: 3 clusters Score -7973336 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7973699.000000 Penalty: 3638.407471
	Iteration 3Q: 3 clusters Score -7973699 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -7974048.000000 Penalty: 3638.407471
	Iteration 4Q: 3 clusters Score -7974048 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -7974550.500000 Penalty: 3638.407471
	Iteration 5Q: 3 clusters Score -7974550 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -7975366.000000 Penalty: 3638.407471
	Iteration 6Q: 3 clusters Score -7975366 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -7976673.000000 Penalty: 3638.407471
	Iteration 7Q: 3 clusters Score -7976673 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -7978665.000000 Penalty: 3638.407471
	Iteration 8F: 3 clusters Score -7978665 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -7981742.500000 Penalty: 3638.407471
	Iteration 9F: 3 clusters Score -7981742 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7985727.500000 Penalty: 3638.407471
	Iteration 10F: 3 clusters Score -7985728 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7989825.500000 Penalty: 3638.407471
	Iteration 11F: 3 clusters Score -7989826 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -7992971.000000 Penalty: 3638.407471
	Iteration 12F: 3 clusters Score -7992971 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -7994940.000000 Penalty: 3638.407471
	Iteration 13Q: 3 clusters Score -7994940 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -7996043.500000 Penalty: 3638.407471
	Iteration 14Q: 3 clusters Score -7996044 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -7996910.500000 Penalty: 3638.407471
	Iteration 15Q: 3 clusters Score -7996910 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -7997642.500000 Penalty: 3638.407471
	Iteration 16Q: 3 clusters Score -7997642 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -7998225.000000 Penalty: 3638.407471
	Iteration 17Q: 3 clusters Score -7998225 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7998651.500000 Penalty: 3638.407471
	Iteration 18Q: 3 clusters Score -7998652 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -7998961.000000 Penalty: 3638.407471
	Iteration 19Q: 3 clusters Score -7998961 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7999286.000000 Penalty: 3638.407471
	Iteration 20F: 3 clusters Score -7999286 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -7999525.500000 Penalty: 3638.407471
	Iteration 21Q: 3 clusters Score -7999526 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7999709.000000 Penalty: 3638.407471
	Iteration 22Q: 3 clusters Score -7999709 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7999889.500000 Penalty: 3638.407471
	Iteration 23Q: 3 clusters Score -7999890 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8000006.000000 Penalty: 3638.407471
	Iteration 24Q: 3 clusters Score -8000006 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8000072.000000 Penalty: 3638.407471
	Iteration 25Q: 3 clusters Score -8000072 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8000215.000000 Penalty: 3638.407471
	Iteration 26Q: 3 clusters Score -8000215 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8000288.000000 Penalty: 3638.407471
	Iteration 27Q: 3 clusters Score -8000288 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8000326.000000 Penalty: 3638.407471
	Iteration 28Q: 3 clusters Score -8000326 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8000407.000000 Penalty: 3638.407471
	Iteration 29Q: 3 clusters Score -8000407 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8000478.500000 Penalty: 3638.407471
	Iteration 30Q: 3 clusters Score -8000478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8000527.000000 Penalty: 3638.407471
	Iteration 31Q: 3 clusters Score -8000527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8000540.000000 Penalty: 3638.407471
	Iteration 32Q: 3 clusters Score -8000540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8000533.000000 Penalty: 3638.407471
	Iteration 33Q: 3 clusters Score -8000533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8000550.500000 Penalty: 3638.407471
	Iteration 34Q: 3 clusters Score -8000550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8000552.000000 Penalty: 3638.407471
	Iteration 35Q: 3 clusters Score -8000552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8000562.000000 Penalty: 3638.407471
	Iteration 36Q: 3 clusters Score -8000562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8000564.500000 Penalty: 3638.407471
	Iteration 37Q: 3 clusters Score -8000564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8000574.000000 Penalty: 3638.407471
	Iteration 38Q: 3 clusters Score -8000574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8000592.500000 Penalty: 3638.407471
	Iteration 39Q: 3 clusters Score -8000592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8000593.000000 Penalty: 3638.407471
	Iteration 40F: 3 clusters Score -8000593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8000588.500000 Penalty: 3638.407471
	Iteration 41Q: 3 clusters Score -8000588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8000592.000000 Penalty: 3638.407471
	Iteration 42Q: 3 clusters Score -8000592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8000594.000000 Penalty: 3638.407471
	Iteration 43Q: 3 clusters Score -8000594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8000590.500000 Penalty: 3638.407471
	Iteration 44Q: 3 clusters Score -8000590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8000591.500000 Penalty: 3638.407471
	Iteration 45Q: 3 clusters Score -8000592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8000593.500000 Penalty: 3638.407471
	Iteration 46Q: 3 clusters Score -8000594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8000587.500000 Penalty: 3638.407471
	Iteration 47Q: 3 clusters Score -8000588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8000602.500000 Penalty: 3638.407471
	Iteration 48Q: 3 clusters Score -8000602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8000602.500000 Penalty: 3638.407471
	Iteration 49Q: 3 clusters Score -8000602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8000600.000000 Penalty: 3638.407471
	Iteration 50Q: 3 clusters Score -8000600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8000600.000000 Penalty: 3638.407471
	Iteration 51Q: 3 clusters Score -8000600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8000596.000000 Penalty: 3638.407471
	Iteration 52Q: 3 clusters Score -8000596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8000595.000000 Penalty: 3638.407471
	Iteration 53Q: 3 clusters Score -8000595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8000601.000000 Penalty: 3638.407471
	Iteration 54Q: 3 clusters Score -8000601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8000608.000000 Penalty: 3638.407471
	Iteration 55Q: 3 clusters Score -8000608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8000598.500000 Penalty: 3638.407471
	Iteration 56Q: 3 clusters Score -8000598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8000608.000000 Penalty: 3638.407471
	Iteration 57Q: 3 clusters Score -8000608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8000601.500000 Penalty: 3638.407471
	Iteration 58Q: 3 clusters Score -8000602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8000602.500000 Penalty: 3638.407471
	Iteration 59Q: 3 clusters Score -8000602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8000604.500000 Penalty: 3638.407471
	Iteration 60F: 3 clusters Score -8000604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8000609.500000 Penalty: 3638.407471
	Iteration 61Q: 3 clusters Score -8000610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8000613.500000 Penalty: 3638.407471
	Iteration 62Q: 3 clusters Score -8000614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8000616.000000 Penalty: 3638.407471
	Iteration 63Q: 3 clusters Score -8000616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8000621.000000 Penalty: 3638.407471
	Iteration 64Q: 3 clusters Score -8000621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8000621.000000 Penalty: 3638.407471
	Iteration 65F: 3 clusters Score -8000621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Entering Unmasked Estep 
Score: -13406221.000000 Penalty: 1903.804321
	Iteration 0F: 2 clusters Score -1.340622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -13324367.000000 Penalty: 3807.608643
	Iteration 0F: 3 clusters Score -1.332437e+07 nChanged 59026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -13358372.000000 Penalty: 3807.608643
	Iteration 1F: 3 clusters Score -1.335837e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -13359229.000000 Penalty: 3807.608643
	Iteration 2Q: 3 clusters Score -1.335923e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -13360431.000000 Penalty: 3807.608643
	Iteration 3Q: 3 clusters Score -1.336043e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -13362366.000000 Penalty: 3807.608643
	Iteration 4Q: 3 clusters Score -1.336237e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -13365995.000000 Penalty: 3807.608643
	Iteration 5F: 3 clusters Score -1.3366e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -13372694.000000 Penalty: 3807.608643
	Iteration 6F: 3 clusters Score -1.337269e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -13382277.000000 Penalty: 3807.608643
	Iteration 7F: 3 clusters Score -1.338228e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -13392659.000000 Penalty: 3807.608643
	Iteration 8F: 3 clusters Score -1.339266e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 116854 members 
Entering Unmasked Estep 
Score: -13399577.000000 Penalty: 3807.608643
	Iteration 9F: 3 clusters Score -1.339958e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -13402632.000000 Penalty: 3807.608643
	Iteration 10Q: 3 clusters Score -1.340263e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 121425 members 
Entering Unmasked Estep 
Score: -13403872.000000 Penalty: 3807.608643
	Iteration 11Q: 3 clusters Score -1.340387e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 121760 members 
Entering Unmasked Estep 
Score: -13404288.000000 Penalty: 3807.608643
	Iteration 12Q: 3 clusters Score -1.340429e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -13404458.000000 Penalty: 3807.608643
	Iteration 13Q: 3 clusters Score -1.340446e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 121884 members 
Entering Unmasked Estep 
Score: -13404556.000000 Penalty: 3807.608643
	Iteration 14Q: 3 clusters Score -1.340456e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -13404639.000000 Penalty: 3807.608643
	Iteration 15Q: 3 clusters Score -1.340464e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 121904 members 
Entering Unmasked Estep 
Score: -13404679.000000 Penalty: 3807.608643
	Iteration 16Q: 3 clusters Score -1.340468e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 121894 members 
Entering Unmasked Estep 
Score: -13404730.000000 Penalty: 3807.608643
	Iteration 17Q: 3 clusters Score -1.340473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -13404761.000000 Penalty: 3807.608643
	Iteration 18Q: 3 clusters Score -1.340476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
Score: -13404780.000000 Penalty: 3807.608643
	Iteration 19Q: 3 clusters Score -1.340478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -13404795.000000 Penalty: 3807.608643
	Iteration 20F: 3 clusters Score -1.34048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 121840 members 
Entering Unmasked Estep 
Score: -13404811.000000 Penalty: 3807.608643
	Iteration 21Q: 3 clusters Score -1.340481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -13404822.000000 Penalty: 3807.608643
	Iteration 22Q: 3 clusters Score -1.340482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 121829 members 
Entering Unmasked Estep 
Score: -13404838.000000 Penalty: 3807.608643
	Iteration 23Q: 3 clusters Score -1.340484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 121821 members 
Entering Unmasked Estep 
Score: -13404845.000000 Penalty: 3807.608643
	Iteration 24Q: 3 clusters Score -1.340484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -13404851.000000 Penalty: 3807.608643
	Iteration 25Q: 3 clusters Score -1.340485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -13404855.000000 Penalty: 3807.608643
	Iteration 26Q: 3 clusters Score -1.340486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 121811 members 
Entering Unmasked Estep 
Score: -13404859.000000 Penalty: 3807.608643
	Iteration 27Q: 3 clusters Score -1.340486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -13404853.000000 Penalty: 3807.608643
	Iteration 28Q: 3 clusters Score -1.340485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 121789 members 
Entering Unmasked Estep 
Score: -13404865.000000 Penalty: 3807.608643
	Iteration 29Q: 3 clusters Score -1.340486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -13404875.000000 Penalty: 3807.608643
	Iteration 30Q: 3 clusters Score -1.340488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 121771 members 
Entering Unmasked Estep 
Score: -13404887.000000 Penalty: 3807.608643
	Iteration 31Q: 3 clusters Score -1.340489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 121760 members 
Entering Unmasked Estep 
Score: -13404887.000000 Penalty: 3807.608643
	Iteration 32Q: 3 clusters Score -1.340489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -13404886.000000 Penalty: 3807.608643
	Iteration 33Q: 3 clusters Score -1.340489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 121744 members 
Entering Unmasked Estep 
Score: -13404900.000000 Penalty: 3807.608643
	Iteration 34Q: 3 clusters Score -1.34049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -13404907.000000 Penalty: 3807.608643
	Iteration 35Q: 3 clusters Score -1.340491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -13404905.000000 Penalty: 3807.608643
	Iteration 36Q: 3 clusters Score -1.34049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -13404916.000000 Penalty: 3807.608643
	Iteration 37Q: 3 clusters Score -1.340492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 121708 members 
Entering Unmasked Estep 
Score: -13404927.000000 Penalty: 3807.608643
	Iteration 38Q: 3 clusters Score -1.340493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -13404927.000000 Penalty: 3807.608643
	Iteration 39Q: 3 clusters Score -1.340493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 121680 members 
Entering Unmasked Estep 
Score: -13404936.000000 Penalty: 3807.608643
	Iteration 40F: 3 clusters Score -1.340494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 121668 members 
Entering Unmasked Estep 
Score: -13404941.000000 Penalty: 3807.608643
	Iteration 41Q: 3 clusters Score -1.340494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -13404946.000000 Penalty: 3807.608643
	Iteration 42Q: 3 clusters Score -1.340495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -13404956.000000 Penalty: 3807.608643
	Iteration 43Q: 3 clusters Score -1.340496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 121622 members 
Entering Unmasked Estep 
Score: -13404973.000000 Penalty: 3807.608643
	Iteration 44Q: 3 clusters Score -1.340497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 121615 members 
Entering Unmasked Estep 
Score: -13404973.000000 Penalty: 3807.608643
	Iteration 45Q: 3 clusters Score -1.340497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 121605 members 
Entering Unmasked Estep 
Score: -13404981.000000 Penalty: 3807.608643
	Iteration 46Q: 3 clusters Score -1.340498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 121591 members 
Entering Unmasked Estep 
Score: -13404980.000000 Penalty: 3807.608643
	Iteration 47Q: 3 clusters Score -1.340498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -13404988.000000 Penalty: 3807.608643
	Iteration 48Q: 3 clusters Score -1.340499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -13404982.000000 Penalty: 3807.608643
	Iteration 49Q: 3 clusters Score -1.340498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -13404982.000000 Penalty: 3807.608643
	Iteration 50Q: 3 clusters Score -1.340498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 121545 members 
Entering Unmasked Estep 
Score: -13404987.000000 Penalty: 3807.608643
	Iteration 51Q: 3 clusters Score -1.340499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -13404991.000000 Penalty: 3807.608643
	Iteration 52Q: 3 clusters Score -1.340499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -13405007.000000 Penalty: 3807.608643
	Iteration 53Q: 3 clusters Score -1.340501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -13405021.000000 Penalty: 3807.608643
	Iteration 54Q: 3 clusters Score -1.340502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -13405026.000000 Penalty: 3807.608643
	Iteration 55Q: 3 clusters Score -1.340503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 121487 members 
Entering Unmasked Estep 
Score: -13405024.000000 Penalty: 3807.608643
	Iteration 56Q: 3 clusters Score -1.340502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -13405023.000000 Penalty: 3807.608643
	Iteration 57Q: 3 clusters Score -1.340502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 121471 members 
Entering Unmasked Estep 
Score: -13405039.000000 Penalty: 3807.608643
	Iteration 58Q: 3 clusters Score -1.340504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -13405047.000000 Penalty: 3807.608643
	Iteration 59Q: 3 clusters Score -1.340505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 121453 members 
Entering Unmasked Estep 
Score: -13405060.000000 Penalty: 3807.608643
	Iteration 60F: 3 clusters Score -1.340506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 121444 members 
Entering Unmasked Estep 
Score: -13405042.000000 Penalty: 3807.608643
	Iteration 61Q: 3 clusters Score -1.340504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -13405037.000000 Penalty: 3807.608643
	Iteration 62Q: 3 clusters Score -1.340504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 121424 members 
Entering Unmasked Estep 
Score: -13405033.000000 Penalty: 3807.608643
	Iteration 63Q: 3 clusters Score -1.340503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -13405040.000000 Penalty: 3807.608643
	Iteration 64Q: 3 clusters Score -1.340504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 121405 members 
Entering Unmasked Estep 
Score: -13405044.000000 Penalty: 3807.608643
	Iteration 65Q: 3 clusters Score -1.340504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -13405034.000000 Penalty: 3807.608643
	Iteration 66Q: 3 clusters Score -1.340503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 121391 members 
Entering Unmasked Estep 
Score: -13405033.000000 Penalty: 3807.608643
	Iteration 67Q: 3 clusters Score -1.340503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 121388 members 
Entering Unmasked Estep 
Score: -13405029.000000 Penalty: 3807.608643
	Iteration 68Q: 3 clusters Score -1.340503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 121382 members 
Entering Unmasked Estep 
Score: -13405034.000000 Penalty: 3807.608643
	Iteration 69Q: 3 clusters Score -1.340503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -13405044.000000 Penalty: 3807.608643
	Iteration 70Q: 3 clusters Score -1.340504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -13405050.000000 Penalty: 3807.608643
	Iteration 71Q: 3 clusters Score -1.340505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 121369 members 
Entering Unmasked Estep 
Score: -13405040.000000 Penalty: 3807.608643
	Iteration 72Q: 3 clusters Score -1.340504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -13405040.000000 Penalty: 3807.608643
	Iteration 73Q: 3 clusters Score -1.340504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 121363 members 
Entering Unmasked Estep 
Score: -13405043.000000 Penalty: 3807.608643
	Iteration 74Q: 3 clusters Score -1.340504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 121360 members 
Entering Unmasked Estep 
Score: -13405052.000000 Penalty: 3807.608643
	Iteration 75Q: 3 clusters Score -1.340505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -13405049.000000 Penalty: 3807.608643
	Iteration 76Q: 3 clusters Score -1.340505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 121354 members 
Entering Unmasked Estep 
Score: -13405054.000000 Penalty: 3807.608643
	Iteration 77Q: 3 clusters Score -1.340505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -13405053.000000 Penalty: 3807.608643
	Iteration 78Q: 3 clusters Score -1.340505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -13405058.000000 Penalty: 3807.608643
	Iteration 79Q: 3 clusters Score -1.340506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -13405061.000000 Penalty: 3807.608643
	Iteration 80F: 3 clusters Score -1.340506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 121340 members 
Entering Unmasked Estep 
Score: -13405054.000000 Penalty: 3807.608643
	Iteration 81Q: 3 clusters Score -1.340505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -13405043.000000 Penalty: 3807.608643
	Iteration 82Q: 3 clusters Score -1.340504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -13405045.000000 Penalty: 3807.608643
	Iteration 83Q: 3 clusters Score -1.340504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 121319 members 
Entering Unmasked Estep 
Score: -13405044.000000 Penalty: 3807.608643
	Iteration 84Q: 3 clusters Score -1.340504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -13405053.000000 Penalty: 3807.608643
	Iteration 85Q: 3 clusters Score -1.340505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -13405055.000000 Penalty: 3807.608643
	Iteration 86Q: 3 clusters Score -1.340506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -13405066.000000 Penalty: 3807.608643
	Iteration 87Q: 3 clusters Score -1.340507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -13405060.000000 Penalty: 3807.608643
	Iteration 88Q: 3 clusters Score -1.340506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 121276 members 
Entering Unmasked Estep 
Score: -13405055.000000 Penalty: 3807.608643
	Iteration 89Q: 3 clusters Score -1.340506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -13405051.000000 Penalty: 3807.608643
	Iteration 90Q: 3 clusters Score -1.340505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -13405067.000000 Penalty: 3807.608643
	Iteration 91Q: 3 clusters Score -1.340507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -13405064.000000 Penalty: 3807.608643
	Iteration 92Q: 3 clusters Score -1.340506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -13405067.000000 Penalty: 3807.608643
	Iteration 93Q: 3 clusters Score -1.340507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -13405082.000000 Penalty: 3807.608643
	Iteration 94Q: 3 clusters Score -1.340508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -13405092.000000 Penalty: 3807.608643
	Iteration 95Q: 3 clusters Score -1.340509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 121141 members 
Entering Unmasked Estep 
Score: -13405100.000000 Penalty: 3807.608643
	Iteration 96Q: 3 clusters Score -1.34051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 121108 members 
Entering Unmasked Estep 
Score: -13405127.000000 Penalty: 3807.608643
	Iteration 97Q: 3 clusters Score -1.340513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 121091 members 
Entering Unmasked Estep 
Score: -13405118.000000 Penalty: 3807.608643
	Iteration 98Q: 3 clusters Score -1.340512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -13405110.000000 Penalty: 3807.608643
	Iteration 99Q: 3 clusters Score -1.340511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 121065 members 
Entering Unmasked Estep 
Score: -13405123.000000 Penalty: 3807.608643
	Iteration 100F: 3 clusters Score -1.340512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 121058 members 
Entering Unmasked Estep 
Score: -13405121.000000 Penalty: 3807.608643
	Iteration 101Q: 3 clusters Score -1.340512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -13405119.000000 Penalty: 3807.608643
	Iteration 102Q: 3 clusters Score -1.340512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -13405133.000000 Penalty: 3807.608643
	Iteration 103Q: 3 clusters Score -1.340513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 121051 members 
Entering Unmasked Estep 
Score: -13405127.000000 Penalty: 3807.608643
	Iteration 104Q: 3 clusters Score -1.340513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -13405120.000000 Penalty: 3807.608643
	Iteration 105Q: 3 clusters Score -1.340512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -13405126.000000 Penalty: 3807.608643
	Iteration 106Q: 3 clusters Score -1.340513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -13405132.000000 Penalty: 3807.608643
	Iteration 107Q: 3 clusters Score -1.340513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 121031 members 
Entering Unmasked Estep 
Score: -13405125.000000 Penalty: 3807.608643
	Iteration 108Q: 3 clusters Score -1.340512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -13405118.000000 Penalty: 3807.608643
	Iteration 109Q: 3 clusters Score -1.340512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -13405125.000000 Penalty: 3807.608643
	Iteration 110Q: 3 clusters Score -1.340512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 120999 members 
Entering Unmasked Estep 
Score: -13405120.000000 Penalty: 3807.608643
	Iteration 111Q: 3 clusters Score -1.340512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -13405126.000000 Penalty: 3807.608643
	Iteration 112Q: 3 clusters Score -1.340513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -13405117.000000 Penalty: 3807.608643
	Iteration 113Q: 3 clusters Score -1.340512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 120989 members 
Entering Unmasked Estep 
Score: -13405126.000000 Penalty: 3807.608643
	Iteration 114Q: 3 clusters Score -1.340513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 120988 members 
Entering Unmasked Estep 
Score: -13405123.000000 Penalty: 3807.608643
	Iteration 115Q: 3 clusters Score -1.340512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -13405125.000000 Penalty: 3807.608643
	Iteration 116Q: 3 clusters Score -1.340512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -13405123.000000 Penalty: 3807.608643
	Iteration 117Q: 3 clusters Score -1.340512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -13405125.000000 Penalty: 3807.608643
	Iteration 118Q: 3 clusters Score -1.340512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 120982 members 
Entering Unmasked Estep 
Score: -13405120.000000 Penalty: 3807.608643
	Iteration 119Q: 3 clusters Score -1.340512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -13405117.000000 Penalty: 3807.608643
	Iteration 120F: 3 clusters Score -1.340512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -13405125.000000 Penalty: 3807.608643
	Iteration 121Q: 3 clusters Score -1.340512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -13405119.000000 Penalty: 3807.608643
	Iteration 122Q: 3 clusters Score -1.340512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -13405124.000000 Penalty: 3807.608643
	Iteration 123Q: 3 clusters Score -1.340512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -13405134.000000 Penalty: 3807.608643
	Iteration 124Q: 3 clusters Score -1.340513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 120967 members 
Entering Unmasked Estep 
Score: -13405133.000000 Penalty: 3807.608643
	Iteration 125Q: 3 clusters Score -1.340513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 120967 members 
Entering Unmasked Estep 
Score: -13405126.000000 Penalty: 3807.608643
	Iteration 126Q: 3 clusters Score -1.340513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -13405138.000000 Penalty: 3807.608643
	Iteration 127Q: 3 clusters Score -1.340514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -13405141.000000 Penalty: 3807.608643
	Iteration 128Q: 3 clusters Score -1.340514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 120960 members 
Entering Unmasked Estep 
Score: -13405147.000000 Penalty: 3807.608643
	Iteration 129Q: 3 clusters Score -1.340515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 120957 members 
Entering Unmasked Estep 
Score: -13405141.000000 Penalty: 3807.608643
	Iteration 130Q: 3 clusters Score -1.340514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 120952 members 
Entering Unmasked Estep 
Score: -13405137.000000 Penalty: 3807.608643
	Iteration 131Q: 3 clusters Score -1.340514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 120948 members 
Entering Unmasked Estep 
Score: -13405148.000000 Penalty: 3807.608643
	Iteration 132Q: 3 clusters Score -1.340515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 120944 members 
Entering Unmasked Estep 
Score: -13405146.000000 Penalty: 3807.608643
	Iteration 133Q: 3 clusters Score -1.340515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 120943 members 
Entering Unmasked Estep 
Score: -13405149.000000 Penalty: 3807.608643
	Iteration 134Q: 3 clusters Score -1.340515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 120942 members 
Entering Unmasked Estep 
Score: -13405161.000000 Penalty: 3807.608643
	Iteration 135Q: 3 clusters Score -1.340516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -13405152.000000 Penalty: 3807.608643
	Iteration 136Q: 3 clusters Score -1.340515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 120935 members 
Entering Unmasked Estep 
Score: -13405161.000000 Penalty: 3807.608643
	Iteration 137Q: 3 clusters Score -1.340516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 120926 members 
Entering Unmasked Estep 
Score: -13405154.000000 Penalty: 3807.608643
	Iteration 138Q: 3 clusters Score -1.340515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -13405162.000000 Penalty: 3807.608643
	Iteration 139Q: 3 clusters Score -1.340516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -13405169.000000 Penalty: 3807.608643
	Iteration 140F: 3 clusters Score -1.340517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -13405170.000000 Penalty: 3807.608643
	Iteration 141Q: 3 clusters Score -1.340517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -13405165.000000 Penalty: 3807.608643
	Iteration 142Q: 3 clusters Score -1.340516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -13405174.000000 Penalty: 3807.608643
	Iteration 143Q: 3 clusters Score -1.340517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -13405171.000000 Penalty: 3807.608643
	Iteration 144Q: 3 clusters Score -1.340517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 120860 members 
Entering Unmasked Estep 
Score: -13405173.000000 Penalty: 3807.608643
	Iteration 145Q: 3 clusters Score -1.340517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -13405163.000000 Penalty: 3807.608643
	Iteration 146Q: 3 clusters Score -1.340516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 120845 members 
Entering Unmasked Estep 
Score: -13405165.000000 Penalty: 3807.608643
	Iteration 147Q: 3 clusters Score -1.340516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -13405173.000000 Penalty: 3807.608643
	Iteration 148Q: 3 clusters Score -1.340517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -13405172.000000 Penalty: 3807.608643
	Iteration 149Q: 3 clusters Score -1.340517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 120816 members 
Entering Unmasked Estep 
Score: -13405163.000000 Penalty: 3807.608643
	Iteration 150Q: 3 clusters Score -1.340516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 120808 members 
Entering Unmasked Estep 
Score: -13405173.000000 Penalty: 3807.608643
	Iteration 151Q: 3 clusters Score -1.340517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
Score: -13405179.000000 Penalty: 3807.608643
	Iteration 152Q: 3 clusters Score -1.340518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -13405181.000000 Penalty: 3807.608643
	Iteration 153Q: 3 clusters Score -1.340518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 120782 members 
Entering Unmasked Estep 
Score: -13405183.000000 Penalty: 3807.608643
	Iteration 154Q: 3 clusters Score -1.340518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -13405185.000000 Penalty: 3807.608643
	Iteration 155Q: 3 clusters Score -1.340518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -13405186.000000 Penalty: 3807.608643
	Iteration 156Q: 3 clusters Score -1.340519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 120775 members 
Entering Unmasked Estep 
Score: -13405182.000000 Penalty: 3807.608643
	Iteration 157Q: 3 clusters Score -1.340518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 120774 members 
Entering Unmasked Estep 
Score: -13405179.000000 Penalty: 3807.608643
	Iteration 158Q: 3 clusters Score -1.340518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 120774 members 
Entering Unmasked Estep 
Score: -13405179.000000 Penalty: 3807.608643
	Iteration 159F: 3 clusters Score -1.340518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -220510.718750 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -220510.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218411.578125 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -218411.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218863.234375 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -218863.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -218969.687500 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -218969.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219024.562500 Penalty: 2473.044189
	Iteration 3Q: 3 clusters Score -219024.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -219063.656250 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -219063.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -219091.625000 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -219091.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -219105.531250 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -219105.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219116.921875 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -219116.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -219127.406250 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -219127.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -219139.953125 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -219140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219151.390625 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -219151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219161.343750 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -219161.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219174.218750 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -219174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219180.125000 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -219180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219184.281250 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -219184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219186.703125 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -219186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219187.765625 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -219187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219188.312500 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -219188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219189.046875 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -219189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219190.296875 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -219190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219191.312500 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -219191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -295970.750000 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -295970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293408.093750 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -293408.1 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -294013.937500 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -294013.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -294132.562500 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -294132.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -294209.437500 Penalty: 2582.420654
	Iteration 3Q: 3 clusters Score -294209.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294263.750000 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -294263.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -294307.125000 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -294307.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -294337.062500 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -294337.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -294361.093750 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -294361.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -294379.031250 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -294379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -294389.000000 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -294389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -294397.406250 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -294397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -294405.437500 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -294405.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -294411.718750 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -294411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -294419.468750 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -294419.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294424.500000 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -294424.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294432.000000 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -294432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -294437.656250 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -294437.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -294443.500000 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -294443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -294453.875000 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -294453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -294462.906250 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -294462.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -294469.250000 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -294469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -294478.343750 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -294478.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -294486.437500 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -294486.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -294493.468750 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -294493.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -294499.375000 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -294499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -294508.781250 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -294508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -294518.500000 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -294518.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -294526.718750 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -294526.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -294533.687500 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -294533.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -294538.625000 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -294538.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -294547.093750 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -294547.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -294558.218750 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -294558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -294569.187500 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -294569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -294578.156250 Penalty: 2582.420654
	Iteration 33Q: 3 clusters Score -294578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -294588.093750 Penalty: 2582.420654
	Iteration 34Q: 3 clusters Score -294588.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -294600.875000 Penalty: 2582.420654
	Iteration 35Q: 3 clusters Score -294600.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -294611.531250 Penalty: 2582.420654
	Iteration 36Q: 3 clusters Score -294611.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -294624.687500 Penalty: 2582.420654
	Iteration 37Q: 3 clusters Score -294624.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -294632.343750 Penalty: 2582.420654
	Iteration 38Q: 3 clusters Score -294632.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -294637.468750 Penalty: 2582.420654
	Iteration 39Q: 3 clusters Score -294637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -294639.718750 Penalty: 2582.420654
	Iteration 40F: 3 clusters Score -294639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -294642.656250 Penalty: 2582.420654
	Iteration 41Q: 3 clusters Score -294642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -294644.093750 Penalty: 2582.420654
	Iteration 42Q: 3 clusters Score -294644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -294644.406250 Penalty: 2582.420654
	Iteration 43Q: 3 clusters Score -294644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -294646.625000 Penalty: 2582.420654
	Iteration 44Q: 3 clusters Score -294646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -294647.875000 Penalty: 2582.420654
	Iteration 45Q: 3 clusters Score -294647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -294649.406250 Penalty: 2582.420654
	Iteration 46Q: 3 clusters Score -294649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -294650.093750 Penalty: 2582.420654
	Iteration 47Q: 3 clusters Score -294650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -294652.562500 Penalty: 2582.420654
	Iteration 48Q: 3 clusters Score -294652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -294655.093750 Penalty: 2582.420654
	Iteration 49Q: 3 clusters Score -294655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -294657.281250 Penalty: 2582.420654
	Iteration 50Q: 3 clusters Score -294657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -294662.781250 Penalty: 2582.420654
	Iteration 51Q: 3 clusters Score -294662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -294666.343750 Penalty: 2582.420654
	Iteration 52Q: 3 clusters Score -294666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -294668.750000 Penalty: 2582.420654
	Iteration 53Q: 3 clusters Score -294668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -294671.406250 Penalty: 2582.420654
	Iteration 54Q: 3 clusters Score -294671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -294672.093750 Penalty: 2582.420654
	Iteration 55Q: 3 clusters Score -294672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -294673.031250 Penalty: 2582.420654
	Iteration 56Q: 3 clusters Score -294673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -294673.875000 Penalty: 2582.420654
	Iteration 57Q: 3 clusters Score -294673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -294674.250000 Penalty: 2582.420654
	Iteration 58Q: 3 clusters Score -294674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -294674.250000 Penalty: 2582.420654
	Iteration 59F: 3 clusters Score -294674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134136.703125 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132506.734375 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132506.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -132805.187500 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132805.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -132894.828125 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132894.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132931.203125 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -132931.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -132959.593750 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132959.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132987.484375 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -132987.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133004.765625 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -133004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133010.578125 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -133010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133014.109375 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -133014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133017.218750 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -133017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133023.140625 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -133023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133026.734375 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -133026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133028.343750 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -133028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133029.296875 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -133029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133031.781250 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -133031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133033.921875 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -133033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133037.140625 Penalty: 2312.300049
	Iteration 16Q: 3 clusters Score -133037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133039.890625 Penalty: 2312.300049
	Iteration 17Q: 3 clusters Score -133039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133040.140625 Penalty: 2312.300049
	Iteration 18Q: 3 clusters Score -133040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133040.234375 Penalty: 2312.300049
	Iteration 19Q: 3 clusters Score -133040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133040.390625 Penalty: 2312.300049
	Iteration 20F: 3 clusters Score -133040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133040.859375 Penalty: 2312.300049
	Iteration 21Q: 3 clusters Score -133040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133042.390625 Penalty: 2312.300049
	Iteration 22Q: 3 clusters Score -133042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133042.406250 Penalty: 2312.300049
	Iteration 23Q: 3 clusters Score -133042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133042.406250 Penalty: 2312.300049
	Iteration 24F: 3 clusters Score -133042.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -153789.828125 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -153789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152089.468750 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -152089.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152392.484375 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -152392.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152487.531250 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -152487.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152540.156250 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -152540.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -152577.203125 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -152577.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152602.375000 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -152602.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152629.312500 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -152629.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -152648.328125 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -152648.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152663.500000 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -152663.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152676.625000 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -152676.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152692.531250 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -152692.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152701.921875 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -152701.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152712.234375 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -152712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152720.921875 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -152720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152727.703125 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -152727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -152731.156250 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -152731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152734.109375 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -152734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152736.687500 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -152736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152737.312500 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -152737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -152738.718750 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -152738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -152739.953125 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -152740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152741.546875 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -152741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152743.453125 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -152743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -152746.078125 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -152746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -152746.765625 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -152746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152747.093750 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -152747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152747.093750 Penalty: 2356.456543
	Iteration 26F: 3 clusters Score -152747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1630437.000000 Penalty: 1559.749023
	Iteration 0F: 2 clusters Score -1630437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1620129.125000 Penalty: 3119.498047
	Iteration 0F: 3 clusters Score -1620129 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1623864.375000 Penalty: 3119.498047
	Iteration 1F: 3 clusters Score -1623864 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1624254.000000 Penalty: 3119.498047
	Iteration 2F: 3 clusters Score -1624254 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1624653.875000 Penalty: 3119.498047
	Iteration 3F: 3 clusters Score -1624654 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1625095.000000 Penalty: 3119.498047
	Iteration 4F: 3 clusters Score -1625095 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1625638.750000 Penalty: 3119.498047
	Iteration 5F: 3 clusters Score -1625639 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1626168.625000 Penalty: 3119.498047
	Iteration 6F: 3 clusters Score -1626169 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1626720.125000 Penalty: 3119.498047
	Iteration 7Q: 3 clusters Score -1626720 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1627231.500000 Penalty: 3119.498047
	Iteration 8Q: 3 clusters Score -1627232 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1627568.625000 Penalty: 3119.498047
	Iteration 9Q: 3 clusters Score -1627569 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1627818.875000 Penalty: 3119.498047
	Iteration 10Q: 3 clusters Score -1627819 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1627997.875000 Penalty: 3119.498047
	Iteration 11Q: 3 clusters Score -1627998 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1628113.000000 Penalty: 3119.498047
	Iteration 12Q: 3 clusters Score -1628113 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1628215.625000 Penalty: 3119.498047
	Iteration 13Q: 3 clusters Score -1628216 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1628318.375000 Penalty: 3119.498047
	Iteration 14Q: 3 clusters Score -1628318 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1628395.625000 Penalty: 3119.498047
	Iteration 15Q: 3 clusters Score -1628396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1628463.500000 Penalty: 3119.498047
	Iteration 16Q: 3 clusters Score -1628464 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1628524.250000 Penalty: 3119.498047
	Iteration 17Q: 3 clusters Score -1628524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1628576.375000 Penalty: 3119.498047
	Iteration 18Q: 3 clusters Score -1628576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1628621.500000 Penalty: 3119.498047
	Iteration 19Q: 3 clusters Score -1628622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1628669.000000 Penalty: 3119.498047
	Iteration 20F: 3 clusters Score -1628669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1628701.625000 Penalty: 3119.498047
	Iteration 21Q: 3 clusters Score -1628702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1628739.500000 Penalty: 3119.498047
	Iteration 22Q: 3 clusters Score -1628740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1628776.000000 Penalty: 3119.498047
	Iteration 23Q: 3 clusters Score -1628776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1628808.375000 Penalty: 3119.498047
	Iteration 24Q: 3 clusters Score -1628808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1628834.375000 Penalty: 3119.498047
	Iteration 25Q: 3 clusters Score -1628834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1628855.125000 Penalty: 3119.498047
	Iteration 26Q: 3 clusters Score -1628855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1628877.125000 Penalty: 3119.498047
	Iteration 27Q: 3 clusters Score -1628877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1628891.625000 Penalty: 3119.498047
	Iteration 28Q: 3 clusters Score -1628892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1628914.625000 Penalty: 3119.498047
	Iteration 29Q: 3 clusters Score -1628915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1628935.875000 Penalty: 3119.498047
	Iteration 30Q: 3 clusters Score -1628936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1628954.625000 Penalty: 3119.498047
	Iteration 31Q: 3 clusters Score -1628955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1628966.875000 Penalty: 3119.498047
	Iteration 32Q: 3 clusters Score -1628967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1628986.250000 Penalty: 3119.498047
	Iteration 33Q: 3 clusters Score -1628986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1628997.125000 Penalty: 3119.498047
	Iteration 34Q: 3 clusters Score -1628997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1629010.750000 Penalty: 3119.498047
	Iteration 35Q: 3 clusters Score -1629011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1629028.625000 Penalty: 3119.498047
	Iteration 36Q: 3 clusters Score -1629029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1629041.000000 Penalty: 3119.498047
	Iteration 37Q: 3 clusters Score -1629041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1629049.750000 Penalty: 3119.498047
	Iteration 38Q: 3 clusters Score -1629050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1629056.125000 Penalty: 3119.498047
	Iteration 39Q: 3 clusters Score -1629056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1629060.500000 Penalty: 3119.498047
	Iteration 40F: 3 clusters Score -1629060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1629058.875000 Penalty: 3119.498047
	Iteration 41Q: 3 clusters Score -1629059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1629061.625000 Penalty: 3119.498047
	Iteration 42Q: 3 clusters Score -1629062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1629064.875000 Penalty: 3119.498047
	Iteration 43Q: 3 clusters Score -1629065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1629067.000000 Penalty: 3119.498047
	Iteration 44Q: 3 clusters Score -1629067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1629073.875000 Penalty: 3119.498047
	Iteration 45Q: 3 clusters Score -1629074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1629075.250000 Penalty: 3119.498047
	Iteration 46Q: 3 clusters Score -1629075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1629083.750000 Penalty: 3119.498047
	Iteration 47Q: 3 clusters Score -1629084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1629090.250000 Penalty: 3119.498047
	Iteration 48Q: 3 clusters Score -1629090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1629093.500000 Penalty: 3119.498047
	Iteration 49Q: 3 clusters Score -1629094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1629095.625000 Penalty: 3119.498047
	Iteration 50Q: 3 clusters Score -1629096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1629100.000000 Penalty: 3119.498047
	Iteration 51Q: 3 clusters Score -1629100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1629103.625000 Penalty: 3119.498047
	Iteration 52Q: 3 clusters Score -1629104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1629108.500000 Penalty: 3119.498047
	Iteration 53Q: 3 clusters Score -1629108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1629111.250000 Penalty: 3119.498047
	Iteration 54Q: 3 clusters Score -1629111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1629112.875000 Penalty: 3119.498047
	Iteration 55Q: 3 clusters Score -1629113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1629116.500000 Penalty: 3119.498047
	Iteration 56Q: 3 clusters Score -1629116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1629115.125000 Penalty: 3119.498047
	Iteration 57Q: 3 clusters Score -1629115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1629117.000000 Penalty: 3119.498047
	Iteration 58Q: 3 clusters Score -1629117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1629119.875000 Penalty: 3119.498047
	Iteration 59Q: 3 clusters Score -1629120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1629122.000000 Penalty: 3119.498047
	Iteration 60F: 3 clusters Score -1629122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1629124.625000 Penalty: 3119.498047
	Iteration 61Q: 3 clusters Score -1629125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1629123.250000 Penalty: 3119.498047
	Iteration 62Q: 3 clusters Score -1629123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1629124.500000 Penalty: 3119.498047
	Iteration 63Q: 3 clusters Score -1629124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1629124.500000 Penalty: 3119.498047
	Iteration 64F: 3 clusters Score -1629124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -308585.437500 Penalty: 1293.666016
	Iteration 0F: 2 clusters Score -308585.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -305966.468750 Penalty: 2587.332031
	Iteration 0F: 3 clusters Score -305966.5 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306600.218750 Penalty: 2587.332031
	Iteration 1F: 3 clusters Score -306600.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -306863.468750 Penalty: 2587.332031
	Iteration 2F: 3 clusters Score -306863.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -307163.062500 Penalty: 2587.332031
	Iteration 3F: 3 clusters Score -307163.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -307371.031250 Penalty: 2587.332031
	Iteration 4F: 3 clusters Score -307371 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -307557.812500 Penalty: 2587.332031
	Iteration 5F: 3 clusters Score -307557.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -307753.812500 Penalty: 2587.332031
	Iteration 6F: 3 clusters Score -307753.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -308002.562500 Penalty: 2587.332031
	Iteration 7F: 3 clusters Score -308002.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -308186.562500 Penalty: 2587.332031
	Iteration 8F: 3 clusters Score -308186.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -308321.406250 Penalty: 2587.332031
	Iteration 9Q: 3 clusters Score -308321.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -308422.031250 Penalty: 2587.332031
	Iteration 10Q: 3 clusters Score -308422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -308491.781250 Penalty: 2587.332031
	Iteration 11Q: 3 clusters Score -308491.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -308532.625000 Penalty: 2587.332031
	Iteration 12Q: 3 clusters Score -308532.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -308550.593750 Penalty: 2587.332031
	Iteration 13Q: 3 clusters Score -308550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -308557.968750 Penalty: 2587.332031
	Iteration 14Q: 3 clusters Score -308558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -308561.375000 Penalty: 2587.332031
	Iteration 15Q: 3 clusters Score -308561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -308564.593750 Penalty: 2587.332031
	Iteration 16Q: 3 clusters Score -308564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -308565.281250 Penalty: 2587.332031
	Iteration 17Q: 3 clusters Score -308565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -308565.281250 Penalty: 2587.332031
	Iteration 18F: 3 clusters Score -308565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Entering Unmasked Estep 
Score: -2054152.375000 Penalty: 1598.012573
	Iteration 0F: 2 clusters Score -2054152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2041381.000000 Penalty: 3196.025146
	Iteration 0F: 3 clusters Score -2041381 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2045933.125000 Penalty: 3196.025146
	Iteration 1F: 3 clusters Score -2045933 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2046350.250000 Penalty: 3196.025146
	Iteration 2F: 3 clusters Score -2046350 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2046772.125000 Penalty: 3196.025146
	Iteration 3F: 3 clusters Score -2046772 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2047274.750000 Penalty: 3196.025146
	Iteration 4F: 3 clusters Score -2047275 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2048044.625000 Penalty: 3196.025146
	Iteration 5F: 3 clusters Score -2048045 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2049127.250000 Penalty: 3196.025146
	Iteration 6F: 3 clusters Score -2049127 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2050386.750000 Penalty: 3196.025146
	Iteration 7F: 3 clusters Score -2050387 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2051491.625000 Penalty: 3196.025146
	Iteration 8F: 3 clusters Score -2051492 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2052235.000000 Penalty: 3196.025146
	Iteration 9Q: 3 clusters Score -2052235 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2052656.125000 Penalty: 3196.025146
	Iteration 10Q: 3 clusters Score -2052656 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2052824.000000 Penalty: 3196.025146
	Iteration 11Q: 3 clusters Score -2052824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2052900.750000 Penalty: 3196.025146
	Iteration 12Q: 3 clusters Score -2052901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2052950.500000 Penalty: 3196.025146
	Iteration 13Q: 3 clusters Score -2052950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2052976.375000 Penalty: 3196.025146
	Iteration 14Q: 3 clusters Score -2052976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2052989.625000 Penalty: 3196.025146
	Iteration 15Q: 3 clusters Score -2052990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2053002.625000 Penalty: 3196.025146
	Iteration 16Q: 3 clusters Score -2053003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2053004.500000 Penalty: 3196.025146
	Iteration 17Q: 3 clusters Score -2053004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2053001.625000 Penalty: 3196.025146
	Iteration 18Q: 3 clusters Score -2053002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2053005.875000 Penalty: 3196.025146
	Iteration 19Q: 3 clusters Score -2053006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2053007.500000 Penalty: 3196.025146
	Iteration 20F: 3 clusters Score -2053008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2053009.375000 Penalty: 3196.025146
	Iteration 21Q: 3 clusters Score -2053009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2053009.875000 Penalty: 3196.025146
	Iteration 22Q: 3 clusters Score -2053010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2053013.250000 Penalty: 3196.025146
	Iteration 23Q: 3 clusters Score -2053013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2053019.750000 Penalty: 3196.025146
	Iteration 24Q: 3 clusters Score -2053020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2053018.625000 Penalty: 3196.025146
	Iteration 25Q: 3 clusters Score -2053019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2053019.500000 Penalty: 3196.025146
	Iteration 26Q: 3 clusters Score -2053020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2053018.750000 Penalty: 3196.025146
	Iteration 27Q: 3 clusters Score -2053019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2053017.625000 Penalty: 3196.025146
	Iteration 28Q: 3 clusters Score -2053018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2053021.125000 Penalty: 3196.025146
	Iteration 29Q: 3 clusters Score -2053021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2053026.750000 Penalty: 3196.025146
	Iteration 30Q: 3 clusters Score -2053027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2053023.625000 Penalty: 3196.025146
	Iteration 31Q: 3 clusters Score -2053024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2053025.125000 Penalty: 3196.025146
	Iteration 32Q: 3 clusters Score -2053025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2053031.875000 Penalty: 3196.025146
	Iteration 33Q: 3 clusters Score -2053032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2053036.625000 Penalty: 3196.025146
	Iteration 34Q: 3 clusters Score -2053037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2053035.375000 Penalty: 3196.025146
	Iteration 35Q: 3 clusters Score -2053035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2053038.375000 Penalty: 3196.025146
	Iteration 36Q: 3 clusters Score -2053038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2053037.000000 Penalty: 3196.025146
	Iteration 37Q: 3 clusters Score -2053037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2053037.750000 Penalty: 3196.025146
	Iteration 38Q: 3 clusters Score -2053038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2053037.375000 Penalty: 3196.025146
	Iteration 39Q: 3 clusters Score -2053037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2053039.125000 Penalty: 3196.025146
	Iteration 40F: 3 clusters Score -2053039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2053039.125000 Penalty: 3196.025146
	Iteration 41Q: 3 clusters Score -2053039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2053039.125000 Penalty: 3196.025146
	Iteration 42F: 3 clusters Score -2053039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Entering Unmasked Estep 
Score: -3162637.250000 Penalty: 1667.802002
	Iteration 0F: 2 clusters Score -3162637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3143305.000000 Penalty: 3335.604004
	Iteration 0F: 3 clusters Score -3143305 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3150626.500000 Penalty: 3335.604004
	Iteration 1F: 3 clusters Score -3150626 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3151307.000000 Penalty: 3335.604004
	Iteration 2F: 3 clusters Score -3151307 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3152323.500000 Penalty: 3335.604004
	Iteration 3F: 3 clusters Score -3152324 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3153797.750000 Penalty: 3335.604004
	Iteration 4F: 3 clusters Score -3153798 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3155802.250000 Penalty: 3335.604004
	Iteration 5F: 3 clusters Score -3155802 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3157897.000000 Penalty: 3335.604004
	Iteration 6F: 3 clusters Score -3157897 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3159468.000000 Penalty: 3335.604004
	Iteration 7F: 3 clusters Score -3159468 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3160343.750000 Penalty: 3335.604004
	Iteration 8Q: 3 clusters Score -3160344 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3160868.250000 Penalty: 3335.604004
	Iteration 9Q: 3 clusters Score -3160868 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3161113.000000 Penalty: 3335.604004
	Iteration 10Q: 3 clusters Score -3161113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3161205.250000 Penalty: 3335.604004
	Iteration 11Q: 3 clusters Score -3161205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3161258.750000 Penalty: 3335.604004
	Iteration 12Q: 3 clusters Score -3161259 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3161294.250000 Penalty: 3335.604004
	Iteration 13Q: 3 clusters Score -3161294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3161318.500000 Penalty: 3335.604004
	Iteration 14Q: 3 clusters Score -3161318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3161331.500000 Penalty: 3335.604004
	Iteration 15Q: 3 clusters Score -3161332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3161343.000000 Penalty: 3335.604004
	Iteration 16Q: 3 clusters Score -3161343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3161348.250000 Penalty: 3335.604004
	Iteration 17Q: 3 clusters Score -3161348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3161360.250000 Penalty: 3335.604004
	Iteration 18Q: 3 clusters Score -3161360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3161366.750000 Penalty: 3335.604004
	Iteration 19Q: 3 clusters Score -3161367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3161372.250000 Penalty: 3335.604004
	Iteration 20F: 3 clusters Score -3161372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3161381.250000 Penalty: 3335.604004
	Iteration 21Q: 3 clusters Score -3161381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3161388.500000 Penalty: 3335.604004
	Iteration 22Q: 3 clusters Score -3161388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3161392.250000 Penalty: 3335.604004
	Iteration 23Q: 3 clusters Score -3161392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3161394.750000 Penalty: 3335.604004
	Iteration 24Q: 3 clusters Score -3161395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3161389.000000 Penalty: 3335.604004
	Iteration 25Q: 3 clusters Score -3161389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3161389.250000 Penalty: 3335.604004
	Iteration 26Q: 3 clusters Score -3161389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3161391.250000 Penalty: 3335.604004
	Iteration 27Q: 3 clusters Score -3161391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3161391.000000 Penalty: 3335.604004
	Iteration 28Q: 3 clusters Score -3161391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3161391.750000 Penalty: 3335.604004
	Iteration 29Q: 3 clusters Score -3161392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3161395.250000 Penalty: 3335.604004
	Iteration 30Q: 3 clusters Score -3161395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3161395.500000 Penalty: 3335.604004
	Iteration 31Q: 3 clusters Score -3161396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3161397.750000 Penalty: 3335.604004
	Iteration 32Q: 3 clusters Score -3161398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3161396.500000 Penalty: 3335.604004
	Iteration 33Q: 3 clusters Score -3161396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3161398.750000 Penalty: 3335.604004
	Iteration 34Q: 3 clusters Score -3161399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3161400.750000 Penalty: 3335.604004
	Iteration 35Q: 3 clusters Score -3161401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3161400.000000 Penalty: 3335.604004
	Iteration 36Q: 3 clusters Score -3161400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3161398.750000 Penalty: 3335.604004
	Iteration 37Q: 3 clusters Score -3161399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3161405.500000 Penalty: 3335.604004
	Iteration 38Q: 3 clusters Score -3161406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3161408.000000 Penalty: 3335.604004
	Iteration 39Q: 3 clusters Score -3161408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3161410.250000 Penalty: 3335.604004
	Iteration 40F: 3 clusters Score -3161410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3161410.250000 Penalty: 3335.604004
	Iteration 41Q: 3 clusters Score -3161410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3161409.250000 Penalty: 3335.604004
	Iteration 42Q: 3 clusters Score -3161409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3161413.250000 Penalty: 3335.604004
	Iteration 43Q: 3 clusters Score -3161413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3161413.250000 Penalty: 3335.604004
	Iteration 44F: 3 clusters Score -3161413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155387 members 
Entering Unmasked Estep 
Score: -16783678.000000 Penalty: 1942.472046
	Iteration 0F: 2 clusters Score -1.678368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -16681404.000000 Penalty: 3884.944092
	Iteration 0F: 3 clusters Score -1.66814e+07 nChanged 74808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -16725200.000000 Penalty: 3884.944092
	Iteration 1F: 3 clusters Score -1.67252e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -16726331.000000 Penalty: 3884.944092
	Iteration 2Q: 3 clusters Score -1.672633e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -16727989.000000 Penalty: 3884.944092
	Iteration 3Q: 3 clusters Score -1.672799e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -16730859.000000 Penalty: 3884.944092
	Iteration 4Q: 3 clusters Score -1.673086e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -16735457.000000 Penalty: 3884.944092
	Iteration 5F: 3 clusters Score -1.673546e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -16742720.000000 Penalty: 3884.944092
	Iteration 6F: 3 clusters Score -1.674272e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -16752332.000000 Penalty: 3884.944092
	Iteration 7F: 3 clusters Score -1.675233e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120831 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -16761836.000000 Penalty: 3884.944092
	Iteration 8F: 3 clusters Score -1.676184e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -16768579.000000 Penalty: 3884.944092
	Iteration 9F: 3 clusters Score -1.676858e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129630 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -16772214.000000 Penalty: 3884.944092
	Iteration 10Q: 3 clusters Score -1.677221e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -16774056.000000 Penalty: 3884.944092
	Iteration 11Q: 3 clusters Score -1.677406e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133631 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -16775341.000000 Penalty: 3884.944092
	Iteration 12Q: 3 clusters Score -1.677534e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135247 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -16776411.000000 Penalty: 3884.944092
	Iteration 13Q: 3 clusters Score -1.677641e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136728 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -16777294.000000 Penalty: 3884.944092
	Iteration 14Q: 3 clusters Score -1.677729e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -16778188.000000 Penalty: 3884.944092
	Iteration 15Q: 3 clusters Score -1.677819e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -16778998.000000 Penalty: 3884.944092
	Iteration 16Q: 3 clusters Score -1.6779e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -16779654.000000 Penalty: 3884.944092
	Iteration 17Q: 3 clusters Score -1.677965e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -16780242.000000 Penalty: 3884.944092
	Iteration 18Q: 3 clusters Score -1.678024e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -16780760.000000 Penalty: 3884.944092
	Iteration 19Q: 3 clusters Score -1.678076e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -16781130.000000 Penalty: 3884.944092
	Iteration 20F: 3 clusters Score -1.678113e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -16781396.000000 Penalty: 3884.944092
	Iteration 21Q: 3 clusters Score -1.67814e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -16781548.000000 Penalty: 3884.944092
	Iteration 22Q: 3 clusters Score -1.678155e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -16781772.000000 Penalty: 3884.944092
	Iteration 23Q: 3 clusters Score -1.678177e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -16781940.000000 Penalty: 3884.944092
	Iteration 24Q: 3 clusters Score -1.678194e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150419 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -16782062.000000 Penalty: 3884.944092
	Iteration 25Q: 3 clusters Score -1.678206e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -16782188.000000 Penalty: 3884.944092
	Iteration 26Q: 3 clusters Score -1.678219e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -16782226.000000 Penalty: 3884.944092
	Iteration 27Q: 3 clusters Score -1.678223e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -16782280.000000 Penalty: 3884.944092
	Iteration 28Q: 3 clusters Score -1.678228e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -16782384.000000 Penalty: 3884.944092
	Iteration 29Q: 3 clusters Score -1.678238e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -16782440.000000 Penalty: 3884.944092
	Iteration 30Q: 3 clusters Score -1.678244e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -16782398.000000 Penalty: 3884.944092
	Iteration 31Q: 3 clusters Score -1.67824e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16782396.000000 Penalty: 3884.944092
	Iteration 32Q: 3 clusters Score -1.67824e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -16782400.000000 Penalty: 3884.944092
	Iteration 33Q: 3 clusters Score -1.67824e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16782392.000000 Penalty: 3884.944092
	Iteration 34Q: 3 clusters Score -1.678239e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -16782378.000000 Penalty: 3884.944092
	Iteration 35Q: 3 clusters Score -1.678238e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16782420.000000 Penalty: 3884.944092
	Iteration 36Q: 3 clusters Score -1.678242e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16782464.000000 Penalty: 3884.944092
	Iteration 37Q: 3 clusters Score -1.678246e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16782468.000000 Penalty: 3884.944092
	Iteration 38Q: 3 clusters Score -1.678247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16782482.000000 Penalty: 3884.944092
	Iteration 39Q: 3 clusters Score -1.678248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16782456.000000 Penalty: 3884.944092
	Iteration 40F: 3 clusters Score -1.678246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16782448.000000 Penalty: 3884.944092
	Iteration 41Q: 3 clusters Score -1.678245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16782424.000000 Penalty: 3884.944092
	Iteration 42Q: 3 clusters Score -1.678242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16782422.000000 Penalty: 3884.944092
	Iteration 43Q: 3 clusters Score -1.678242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16782426.000000 Penalty: 3884.944092
	Iteration 44Q: 3 clusters Score -1.678243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16782428.000000 Penalty: 3884.944092
	Iteration 45Q: 3 clusters Score -1.678243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 3884.944092
	Iteration 46Q: 3 clusters Score -1.678241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16782420.000000 Penalty: 3884.944092
	Iteration 47Q: 3 clusters Score -1.678242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154599 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16782412.000000 Penalty: 3884.944092
	Iteration 48Q: 3 clusters Score -1.678241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16782412.000000 Penalty: 3884.944092
	Iteration 49Q: 3 clusters Score -1.678241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16782422.000000 Penalty: 3884.944092
	Iteration 50Q: 3 clusters Score -1.678242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16782420.000000 Penalty: 3884.944092
	Iteration 51Q: 3 clusters Score -1.678242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16782422.000000 Penalty: 3884.944092
	Iteration 52Q: 3 clusters Score -1.678242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -16782424.000000 Penalty: 3884.944092
	Iteration 53Q: 3 clusters Score -1.678242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16782420.000000 Penalty: 3884.944092
	Iteration 54Q: 3 clusters Score -1.678242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 3884.944092
	Iteration 55Q: 3 clusters Score -1.678241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154670 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16782410.000000 Penalty: 3884.944092
	Iteration 56Q: 3 clusters Score -1.678241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16782392.000000 Penalty: 3884.944092
	Iteration 57Q: 3 clusters Score -1.678239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16782390.000000 Penalty: 3884.944092
	Iteration 58Q: 3 clusters Score -1.678239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16782392.000000 Penalty: 3884.944092
	Iteration 59Q: 3 clusters Score -1.678239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16782394.000000 Penalty: 3884.944092
	Iteration 60F: 3 clusters Score -1.678239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16782404.000000 Penalty: 3884.944092
	Iteration 61Q: 3 clusters Score -1.67824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16782402.000000 Penalty: 3884.944092
	Iteration 62Q: 3 clusters Score -1.67824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16782400.000000 Penalty: 3884.944092
	Iteration 63Q: 3 clusters Score -1.67824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16782398.000000 Penalty: 3884.944092
	Iteration 64Q: 3 clusters Score -1.67824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16782404.000000 Penalty: 3884.944092
	Iteration 65Q: 3 clusters Score -1.67824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16782400.000000 Penalty: 3884.944092
	Iteration 66Q: 3 clusters Score -1.67824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16782410.000000 Penalty: 3884.944092
	Iteration 67Q: 3 clusters Score -1.678241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154702 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 3884.944092
	Iteration 68Q: 3 clusters Score -1.678241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16782418.000000 Penalty: 3884.944092
	Iteration 69Q: 3 clusters Score -1.678242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 3884.944092
	Iteration 70Q: 3 clusters Score -1.678241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16782416.000000 Penalty: 3884.944092
	Iteration 71Q: 3 clusters Score -1.678242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -16782404.000000 Penalty: 3884.944092
	Iteration 72Q: 3 clusters Score -1.67824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16782396.000000 Penalty: 3884.944092
	Iteration 73Q: 3 clusters Score -1.67824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16782396.000000 Penalty: 3884.944092
	Iteration 74Q: 3 clusters Score -1.67824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16782396.000000 Penalty: 3884.944092
	Iteration 75F: 3 clusters Score -1.67824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Entering Unmasked Estep 
Score: -3312177.250000 Penalty: 1675.729370
	Iteration 0F: 2 clusters Score -3312177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3291809.500000 Penalty: 3351.458740
	Iteration 0F: 3 clusters Score -3291810 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3299444.000000 Penalty: 3351.458740
	Iteration 1F: 3 clusters Score -3299444 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3299838.500000 Penalty: 3351.458740
	Iteration 2Q: 3 clusters Score -3299838 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3300324.500000 Penalty: 3351.458740
	Iteration 3Q: 3 clusters Score -3300324 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3300968.250000 Penalty: 3351.458740
	Iteration 4Q: 3 clusters Score -3300968 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3301839.750000 Penalty: 3351.458740
	Iteration 5F: 3 clusters Score -3301840 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3303025.750000 Penalty: 3351.458740
	Iteration 6F: 3 clusters Score -3303026 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3304722.250000 Penalty: 3351.458740
	Iteration 7F: 3 clusters Score -3304722 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3306556.000000 Penalty: 3351.458740
	Iteration 8F: 3 clusters Score -3306556 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3308145.250000 Penalty: 3351.458740
	Iteration 9F: 3 clusters Score -3308145 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3309213.500000 Penalty: 3351.458740
	Iteration 10Q: 3 clusters Score -3309214 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3309795.500000 Penalty: 3351.458740
	Iteration 11Q: 3 clusters Score -3309796 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3310168.000000 Penalty: 3351.458740
	Iteration 12Q: 3 clusters Score -3310168 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3310354.250000 Penalty: 3351.458740
	Iteration 13Q: 3 clusters Score -3310354 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3310467.250000 Penalty: 3351.458740
	Iteration 14Q: 3 clusters Score -3310467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3310532.750000 Penalty: 3351.458740
	Iteration 15Q: 3 clusters Score -3310533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3310571.250000 Penalty: 3351.458740
	Iteration 16Q: 3 clusters Score -3310571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3310598.000000 Penalty: 3351.458740
	Iteration 17Q: 3 clusters Score -3310598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3310623.500000 Penalty: 3351.458740
	Iteration 18Q: 3 clusters Score -3310624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3310642.250000 Penalty: 3351.458740
	Iteration 19Q: 3 clusters Score -3310642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3310665.000000 Penalty: 3351.458740
	Iteration 20F: 3 clusters Score -3310665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3310690.250000 Penalty: 3351.458740
	Iteration 21Q: 3 clusters Score -3310690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3310692.250000 Penalty: 3351.458740
	Iteration 22Q: 3 clusters Score -3310692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3310693.000000 Penalty: 3351.458740
	Iteration 23Q: 3 clusters Score -3310693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3310699.000000 Penalty: 3351.458740
	Iteration 24Q: 3 clusters Score -3310699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3310704.750000 Penalty: 3351.458740
	Iteration 25Q: 3 clusters Score -3310705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3310704.750000 Penalty: 3351.458740
	Iteration 26Q: 3 clusters Score -3310705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3310706.500000 Penalty: 3351.458740
	Iteration 27Q: 3 clusters Score -3310706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3310704.750000 Penalty: 3351.458740
	Iteration 28Q: 3 clusters Score -3310705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3310706.000000 Penalty: 3351.458740
	Iteration 29Q: 3 clusters Score -3310706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3310718.000000 Penalty: 3351.458740
	Iteration 30Q: 3 clusters Score -3310718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3310715.250000 Penalty: 3351.458740
	Iteration 31Q: 3 clusters Score -3310715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3310717.000000 Penalty: 3351.458740
	Iteration 32Q: 3 clusters Score -3310717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3310714.500000 Penalty: 3351.458740
	Iteration 33Q: 3 clusters Score -3310714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3310712.750000 Penalty: 3351.458740
	Iteration 34Q: 3 clusters Score -3310713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3310715.000000 Penalty: 3351.458740
	Iteration 35Q: 3 clusters Score -3310715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3310715.750000 Penalty: 3351.458740
	Iteration 36Q: 3 clusters Score -3310716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3310715.750000 Penalty: 3351.458740
	Iteration 37F: 3 clusters Score -3310716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -357914.875000 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -357914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -355055.437500 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -355055.4 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -355812.218750 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -355812.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355993.906250 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -355993.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -356101.562500 Penalty: 2634.421143
	Iteration 3Q: 3 clusters Score -356101.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -356174.281250 Penalty: 2634.421143
	Iteration 4Q: 3 clusters Score -356174.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -356227.968750 Penalty: 2634.421143
	Iteration 5Q: 3 clusters Score -356228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -356275.906250 Penalty: 2634.421143
	Iteration 6Q: 3 clusters Score -356275.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -356318.750000 Penalty: 2634.421143
	Iteration 7Q: 3 clusters Score -356318.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -356364.062500 Penalty: 2634.421143
	Iteration 8Q: 3 clusters Score -356364.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356402.812500 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -356402.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -356440.437500 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -356440.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -356469.468750 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -356469.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -356487.906250 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -356487.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -356514.718750 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -356514.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -356552.031250 Penalty: 2634.421143
	Iteration 14Q: 3 clusters Score -356552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -356578.468750 Penalty: 2634.421143
	Iteration 15Q: 3 clusters Score -356578.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -356601.406250 Penalty: 2634.421143
	Iteration 16Q: 3 clusters Score -356601.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -356617.093750 Penalty: 2634.421143
	Iteration 17Q: 3 clusters Score -356617.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -356627.718750 Penalty: 2634.421143
	Iteration 18Q: 3 clusters Score -356627.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -356637.406250 Penalty: 2634.421143
	Iteration 19Q: 3 clusters Score -356637.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -356648.593750 Penalty: 2634.421143
	Iteration 20F: 3 clusters Score -356648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -356658.125000 Penalty: 2634.421143
	Iteration 21Q: 3 clusters Score -356658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -356668.187500 Penalty: 2634.421143
	Iteration 22Q: 3 clusters Score -356668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -356678.531250 Penalty: 2634.421143
	Iteration 23Q: 3 clusters Score -356678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -356689.625000 Penalty: 2634.421143
	Iteration 24Q: 3 clusters Score -356689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -356697.437500 Penalty: 2634.421143
	Iteration 25Q: 3 clusters Score -356697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -356703.593750 Penalty: 2634.421143
	Iteration 26Q: 3 clusters Score -356703.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -356711.687500 Penalty: 2634.421143
	Iteration 27Q: 3 clusters Score -356711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -356723.562500 Penalty: 2634.421143
	Iteration 28Q: 3 clusters Score -356723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -356736.406250 Penalty: 2634.421143
	Iteration 29Q: 3 clusters Score -356736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -356745.500000 Penalty: 2634.421143
	Iteration 30Q: 3 clusters Score -356745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -356752.218750 Penalty: 2634.421143
	Iteration 31Q: 3 clusters Score -356752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -356755.156250 Penalty: 2634.421143
	Iteration 32Q: 3 clusters Score -356755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -356756.718750 Penalty: 2634.421143
	Iteration 33Q: 3 clusters Score -356756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -356760.406250 Penalty: 2634.421143
	Iteration 34Q: 3 clusters Score -356760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -356763.843750 Penalty: 2634.421143
	Iteration 35Q: 3 clusters Score -356763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -356768.000000 Penalty: 2634.421143
	Iteration 36Q: 3 clusters Score -356768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -356777.562500 Penalty: 2634.421143
	Iteration 37Q: 3 clusters Score -356777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -356788.156250 Penalty: 2634.421143
	Iteration 38Q: 3 clusters Score -356788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -356800.093750 Penalty: 2634.421143
	Iteration 39Q: 3 clusters Score -356800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -356812.750000 Penalty: 2634.421143
	Iteration 40F: 3 clusters Score -356812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -356823.312500 Penalty: 2634.421143
	Iteration 41Q: 3 clusters Score -356823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -356832.781250 Penalty: 2634.421143
	Iteration 42Q: 3 clusters Score -356832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -356846.500000 Penalty: 2634.421143
	Iteration 43Q: 3 clusters Score -356846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -356855.250000 Penalty: 2634.421143
	Iteration 44Q: 3 clusters Score -356855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -356860.875000 Penalty: 2634.421143
	Iteration 45Q: 3 clusters Score -356860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -356865.156250 Penalty: 2634.421143
	Iteration 46Q: 3 clusters Score -356865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -356868.843750 Penalty: 2634.421143
	Iteration 47Q: 3 clusters Score -356868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -356873.187500 Penalty: 2634.421143
	Iteration 48Q: 3 clusters Score -356873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -356877.250000 Penalty: 2634.421143
	Iteration 49Q: 3 clusters Score -356877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -356880.406250 Penalty: 2634.421143
	Iteration 50Q: 3 clusters Score -356880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -356884.437500 Penalty: 2634.421143
	Iteration 51Q: 3 clusters Score -356884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -356888.812500 Penalty: 2634.421143
	Iteration 52Q: 3 clusters Score -356888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -356890.875000 Penalty: 2634.421143
	Iteration 53Q: 3 clusters Score -356890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -356890.687500 Penalty: 2634.421143
	Iteration 54Q: 3 clusters Score -356890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -356891.718750 Penalty: 2634.421143
	Iteration 55Q: 3 clusters Score -356891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -356891.687500 Penalty: 2634.421143
	Iteration 56Q: 3 clusters Score -356891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -356892.531250 Penalty: 2634.421143
	Iteration 57Q: 3 clusters Score -356892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -356892.843750 Penalty: 2634.421143
	Iteration 58Q: 3 clusters Score -356892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -356893.312500 Penalty: 2634.421143
	Iteration 59Q: 3 clusters Score -356893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -356893.312500 Penalty: 2634.421143
	Iteration 60F: 3 clusters Score -356893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Entering Unmasked Estep 
Score: -4547596.500000 Penalty: 1726.906250
	Iteration 0F: 2 clusters Score -4547596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4520015.000000 Penalty: 3453.812500
	Iteration 0F: 3 clusters Score -4520015 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4530626.500000 Penalty: 3453.812500
	Iteration 1F: 3 clusters Score -4530626 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4530925.000000 Penalty: 3453.812500
	Iteration 2Q: 3 clusters Score -4530925 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4531208.500000 Penalty: 3453.812500
	Iteration 3Q: 3 clusters Score -4531208 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4531491.000000 Penalty: 3453.812500
	Iteration 4Q: 3 clusters Score -4531491 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4531758.500000 Penalty: 3453.812500
	Iteration 5Q: 3 clusters Score -4531758 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4531979.000000 Penalty: 3453.812500
	Iteration 6Q: 3 clusters Score -4531979 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4532260.500000 Penalty: 3453.812500
	Iteration 7Q: 3 clusters Score -4532260 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4532576.000000 Penalty: 3453.812500
	Iteration 8Q: 3 clusters Score -4532576 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4533009.000000 Penalty: 3453.812500
	Iteration 9Q: 3 clusters Score -4533009 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4533559.000000 Penalty: 3453.812500
	Iteration 10Q: 3 clusters Score -4533559 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4534506.500000 Penalty: 3453.812500
	Iteration 11Q: 3 clusters Score -4534506 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -4535920.000000 Penalty: 3453.812500
	Iteration 12F: 3 clusters Score -4535920 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4537682.500000 Penalty: 3453.812500
	Iteration 13F: 3 clusters Score -4537682 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4539207.000000 Penalty: 3453.812500
	Iteration 14F: 3 clusters Score -4539207 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4540210.000000 Penalty: 3453.812500
	Iteration 15Q: 3 clusters Score -4540210 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4540864.000000 Penalty: 3453.812500
	Iteration 16Q: 3 clusters Score -4540864 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4541345.000000 Penalty: 3453.812500
	Iteration 17Q: 3 clusters Score -4541345 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4541825.500000 Penalty: 3453.812500
	Iteration 18Q: 3 clusters Score -4541826 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4542287.500000 Penalty: 3453.812500
	Iteration 19Q: 3 clusters Score -4542288 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4542748.000000 Penalty: 3453.812500
	Iteration 20F: 3 clusters Score -4542748 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4543214.500000 Penalty: 3453.812500
	Iteration 21Q: 3 clusters Score -4543214 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4543661.000000 Penalty: 3453.812500
	Iteration 22Q: 3 clusters Score -4543661 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4544085.000000 Penalty: 3453.812500
	Iteration 23Q: 3 clusters Score -4544085 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4544456.000000 Penalty: 3453.812500
	Iteration 24Q: 3 clusters Score -4544456 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4544812.000000 Penalty: 3453.812500
	Iteration 25Q: 3 clusters Score -4544812 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -4545130.500000 Penalty: 3453.812500
	Iteration 26Q: 3 clusters Score -4545130 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4545356.500000 Penalty: 3453.812500
	Iteration 27Q: 3 clusters Score -4545356 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4545569.000000 Penalty: 3453.812500
	Iteration 28Q: 3 clusters Score -4545569 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4545749.500000 Penalty: 3453.812500
	Iteration 29Q: 3 clusters Score -4545750 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4545866.000000 Penalty: 3453.812500
	Iteration 30Q: 3 clusters Score -4545866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4545950.000000 Penalty: 3453.812500
	Iteration 31Q: 3 clusters Score -4545950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -4546021.500000 Penalty: 3453.812500
	Iteration 32Q: 3 clusters Score -4546022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -4546080.000000 Penalty: 3453.812500
	Iteration 33Q: 3 clusters Score -4546080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -4546131.500000 Penalty: 3453.812500
	Iteration 34Q: 3 clusters Score -4546132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -4546156.000000 Penalty: 3453.812500
	Iteration 35Q: 3 clusters Score -4546156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4546178.000000 Penalty: 3453.812500
	Iteration 36Q: 3 clusters Score -4546178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -4546199.000000 Penalty: 3453.812500
	Iteration 37Q: 3 clusters Score -4546199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4546224.500000 Penalty: 3453.812500
	Iteration 38Q: 3 clusters Score -4546224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4546242.000000 Penalty: 3453.812500
	Iteration 39Q: 3 clusters Score -4546242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4546246.000000 Penalty: 3453.812500
	Iteration 40F: 3 clusters Score -4546246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -4546247.500000 Penalty: 3453.812500
	Iteration 41Q: 3 clusters Score -4546248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4546251.500000 Penalty: 3453.812500
	Iteration 42Q: 3 clusters Score -4546252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4546255.000000 Penalty: 3453.812500
	Iteration 43Q: 3 clusters Score -4546255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -4546259.000000 Penalty: 3453.812500
	Iteration 44Q: 3 clusters Score -4546259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -4546259.500000 Penalty: 3453.812500
	Iteration 45Q: 3 clusters Score -4546260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4546257.500000 Penalty: 3453.812500
	Iteration 46Q: 3 clusters Score -4546258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4546260.000000 Penalty: 3453.812500
	Iteration 47Q: 3 clusters Score -4546260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4546260.000000 Penalty: 3453.812500
	Iteration 48F: 3 clusters Score -4546260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Entering Unmasked Estep 
Score: -6837540.000000 Penalty: 1793.865356
	Iteration 0F: 2 clusters Score -6837540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -6796056.500000 Penalty: 3587.730713
	Iteration 0F: 3 clusters Score -6796056 nChanged 29355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -6812749.500000 Penalty: 3587.730713
	Iteration 1F: 3 clusters Score -6812750 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6813464.500000 Penalty: 3587.730713
	Iteration 2Q: 3 clusters Score -6813464 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -6814325.500000 Penalty: 3587.730713
	Iteration 3Q: 3 clusters Score -6814326 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -6815662.000000 Penalty: 3587.730713
	Iteration 4Q: 3 clusters Score -6815662 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -6817731.500000 Penalty: 3587.730713
	Iteration 5F: 3 clusters Score -6817732 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6820890.000000 Penalty: 3587.730713
	Iteration 6F: 3 clusters Score -6820890 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -6824885.000000 Penalty: 3587.730713
	Iteration 7F: 3 clusters Score -6824885 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -6828912.000000 Penalty: 3587.730713
	Iteration 8F: 3 clusters Score -6828912 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -6831937.500000 Penalty: 3587.730713
	Iteration 9Q: 3 clusters Score -6831938 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6833733.000000 Penalty: 3587.730713
	Iteration 10Q: 3 clusters Score -6833733 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6834544.000000 Penalty: 3587.730713
	Iteration 11Q: 3 clusters Score -6834544 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -6834905.500000 Penalty: 3587.730713
	Iteration 12Q: 3 clusters Score -6834906 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6835105.000000 Penalty: 3587.730713
	Iteration 13Q: 3 clusters Score -6835105 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6835286.000000 Penalty: 3587.730713
	Iteration 14Q: 3 clusters Score -6835286 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6835437.000000 Penalty: 3587.730713
	Iteration 15Q: 3 clusters Score -6835437 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6835551.500000 Penalty: 3587.730713
	Iteration 16Q: 3 clusters Score -6835552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6835650.000000 Penalty: 3587.730713
	Iteration 17Q: 3 clusters Score -6835650 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6835722.000000 Penalty: 3587.730713
	Iteration 18Q: 3 clusters Score -6835722 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6835756.500000 Penalty: 3587.730713
	Iteration 19Q: 3 clusters Score -6835756 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6835791.500000 Penalty: 3587.730713
	Iteration 20F: 3 clusters Score -6835792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6835816.000000 Penalty: 3587.730713
	Iteration 21Q: 3 clusters Score -6835816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6835845.000000 Penalty: 3587.730713
	Iteration 22Q: 3 clusters Score -6835845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6835881.500000 Penalty: 3587.730713
	Iteration 23Q: 3 clusters Score -6835882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6835894.500000 Penalty: 3587.730713
	Iteration 24Q: 3 clusters Score -6835894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6835916.500000 Penalty: 3587.730713
	Iteration 25Q: 3 clusters Score -6835916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6835936.000000 Penalty: 3587.730713
	Iteration 26Q: 3 clusters Score -6835936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6835969.000000 Penalty: 3587.730713
	Iteration 27Q: 3 clusters Score -6835969 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6835982.000000 Penalty: 3587.730713
	Iteration 28Q: 3 clusters Score -6835982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6835995.000000 Penalty: 3587.730713
	Iteration 29Q: 3 clusters Score -6835995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6836007.500000 Penalty: 3587.730713
	Iteration 30Q: 3 clusters Score -6836008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6836024.000000 Penalty: 3587.730713
	Iteration 31Q: 3 clusters Score -6836024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6836044.000000 Penalty: 3587.730713
	Iteration 32Q: 3 clusters Score -6836044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6836048.000000 Penalty: 3587.730713
	Iteration 33Q: 3 clusters Score -6836048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6836061.000000 Penalty: 3587.730713
	Iteration 34Q: 3 clusters Score -6836061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6836067.500000 Penalty: 3587.730713
	Iteration 35Q: 3 clusters Score -6836068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6836069.500000 Penalty: 3587.730713
	Iteration 36Q: 3 clusters Score -6836070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6836074.000000 Penalty: 3587.730713
	Iteration 37Q: 3 clusters Score -6836074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6836071.000000 Penalty: 3587.730713
	Iteration 38Q: 3 clusters Score -6836071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6836076.500000 Penalty: 3587.730713
	Iteration 39Q: 3 clusters Score -6836076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6836074.000000 Penalty: 3587.730713
	Iteration 40F: 3 clusters Score -6836074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6836068.500000 Penalty: 3587.730713
	Iteration 41Q: 3 clusters Score -6836068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6836063.000000 Penalty: 3587.730713
	Iteration 42Q: 3 clusters Score -6836063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6836076.000000 Penalty: 3587.730713
	Iteration 43Q: 3 clusters Score -6836076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6836074.000000 Penalty: 3587.730713
	Iteration 44Q: 3 clusters Score -6836074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6836074.000000 Penalty: 3587.730713
	Iteration 45Q: 3 clusters Score -6836074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6836077.500000 Penalty: 3587.730713
	Iteration 46Q: 3 clusters Score -6836078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6836074.000000 Penalty: 3587.730713
	Iteration 47Q: 3 clusters Score -6836074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6836065.500000 Penalty: 3587.730713
	Iteration 48Q: 3 clusters Score -6836066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6836067.500000 Penalty: 3587.730713
	Iteration 49Q: 3 clusters Score -6836068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6836066.500000 Penalty: 3587.730713
	Iteration 50Q: 3 clusters Score -6836066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6836070.000000 Penalty: 3587.730713
	Iteration 51Q: 3 clusters Score -6836070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6836070.500000 Penalty: 3587.730713
	Iteration 52Q: 3 clusters Score -6836070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6836071.500000 Penalty: 3587.730713
	Iteration 53Q: 3 clusters Score -6836072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6836068.000000 Penalty: 3587.730713
	Iteration 54Q: 3 clusters Score -6836068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6836068.000000 Penalty: 3587.730713
	Iteration 55F: 3 clusters Score -6836068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Entering Unmasked Estep 
Score: -14161274.000000 Penalty: 1912.302734
	Iteration 0F: 2 clusters Score -1.416127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -14075045.000000 Penalty: 3824.605469
	Iteration 0F: 3 clusters Score -1.407504e+07 nChanged 62022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -14110843.000000 Penalty: 3824.605469
	Iteration 1F: 3 clusters Score -1.411084e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -14111931.000000 Penalty: 3824.605469
	Iteration 2Q: 3 clusters Score -1.411193e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -14113637.000000 Penalty: 3824.605469
	Iteration 3Q: 3 clusters Score -1.411364e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -14116899.000000 Penalty: 3824.605469
	Iteration 4F: 3 clusters Score -1.41169e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -14121842.000000 Penalty: 3824.605469
	Iteration 5F: 3 clusters Score -1.412184e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -14128618.000000 Penalty: 3824.605469
	Iteration 6F: 3 clusters Score -1.412862e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -14136877.000000 Penalty: 3824.605469
	Iteration 7F: 3 clusters Score -1.413688e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -14145477.000000 Penalty: 3824.605469
	Iteration 8F: 3 clusters Score -1.414548e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -14151551.000000 Penalty: 3824.605469
	Iteration 9Q: 3 clusters Score -1.415155e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -14154383.000000 Penalty: 3824.605469
	Iteration 10Q: 3 clusters Score -1.415438e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -14155786.000000 Penalty: 3824.605469
	Iteration 11Q: 3 clusters Score -1.415579e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112413 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -14156451.000000 Penalty: 3824.605469
	Iteration 12Q: 3 clusters Score -1.415645e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -14156923.000000 Penalty: 3824.605469
	Iteration 13Q: 3 clusters Score -1.415692e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114867 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -14157321.000000 Penalty: 3824.605469
	Iteration 14Q: 3 clusters Score -1.415732e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115872 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -14157680.000000 Penalty: 3824.605469
	Iteration 15Q: 3 clusters Score -1.415768e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -14158004.000000 Penalty: 3824.605469
	Iteration 16Q: 3 clusters Score -1.4158e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117467 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -14158277.000000 Penalty: 3824.605469
	Iteration 17Q: 3 clusters Score -1.415828e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -14158518.000000 Penalty: 3824.605469
	Iteration 18Q: 3 clusters Score -1.415852e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -14158645.000000 Penalty: 3824.605469
	Iteration 19Q: 3 clusters Score -1.415864e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -14158810.000000 Penalty: 3824.605469
	Iteration 20F: 3 clusters Score -1.415881e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -14158929.000000 Penalty: 3824.605469
	Iteration 21Q: 3 clusters Score -1.415893e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -14158988.000000 Penalty: 3824.605469
	Iteration 22Q: 3 clusters Score -1.415899e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120720 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -14159080.000000 Penalty: 3824.605469
	Iteration 23Q: 3 clusters Score -1.415908e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -14159173.000000 Penalty: 3824.605469
	Iteration 24Q: 3 clusters Score -1.415917e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -14159224.000000 Penalty: 3824.605469
	Iteration 25Q: 3 clusters Score -1.415922e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121754 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -14159293.000000 Penalty: 3824.605469
	Iteration 26Q: 3 clusters Score -1.415929e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -14159392.000000 Penalty: 3824.605469
	Iteration 27Q: 3 clusters Score -1.415939e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -14159455.000000 Penalty: 3824.605469
	Iteration 28Q: 3 clusters Score -1.415946e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -14159504.000000 Penalty: 3824.605469
	Iteration 29Q: 3 clusters Score -1.41595e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -14159548.000000 Penalty: 3824.605469
	Iteration 30Q: 3 clusters Score -1.415955e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -14159581.000000 Penalty: 3824.605469
	Iteration 31Q: 3 clusters Score -1.415958e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123166 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -14159585.000000 Penalty: 3824.605469
	Iteration 32Q: 3 clusters Score -1.415958e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -14159596.000000 Penalty: 3824.605469
	Iteration 33Q: 3 clusters Score -1.41596e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123553 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -14159656.000000 Penalty: 3824.605469
	Iteration 34Q: 3 clusters Score -1.415966e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123725 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -14159722.000000 Penalty: 3824.605469
	Iteration 35Q: 3 clusters Score -1.415972e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -14159781.000000 Penalty: 3824.605469
	Iteration 36Q: 3 clusters Score -1.415978e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -14159794.000000 Penalty: 3824.605469
	Iteration 37Q: 3 clusters Score -1.415979e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124239 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -14159814.000000 Penalty: 3824.605469
	Iteration 38Q: 3 clusters Score -1.415981e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124401 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -14159858.000000 Penalty: 3824.605469
	Iteration 39Q: 3 clusters Score -1.415986e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -14159882.000000 Penalty: 3824.605469
	Iteration 40F: 3 clusters Score -1.415988e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124681 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -14159881.000000 Penalty: 3824.605469
	Iteration 41Q: 3 clusters Score -1.415988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -14159902.000000 Penalty: 3824.605469
	Iteration 42Q: 3 clusters Score -1.41599e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124859 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -14159907.000000 Penalty: 3824.605469
	Iteration 43Q: 3 clusters Score -1.415991e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124933 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -14159911.000000 Penalty: 3824.605469
	Iteration 44Q: 3 clusters Score -1.415991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -14159943.000000 Penalty: 3824.605469
	Iteration 45Q: 3 clusters Score -1.415994e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -14159944.000000 Penalty: 3824.605469
	Iteration 46Q: 3 clusters Score -1.415994e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -14159961.000000 Penalty: 3824.605469
	Iteration 47Q: 3 clusters Score -1.415996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -14159955.000000 Penalty: 3824.605469
	Iteration 48Q: 3 clusters Score -1.415996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -14159947.000000 Penalty: 3824.605469
	Iteration 49Q: 3 clusters Score -1.415995e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -14159968.000000 Penalty: 3824.605469
	Iteration 50Q: 3 clusters Score -1.415997e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -14159964.000000 Penalty: 3824.605469
	Iteration 51Q: 3 clusters Score -1.415996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -14159959.000000 Penalty: 3824.605469
	Iteration 52Q: 3 clusters Score -1.415996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -14159979.000000 Penalty: 3824.605469
	Iteration 53Q: 3 clusters Score -1.415998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125315 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -14159995.000000 Penalty: 3824.605469
	Iteration 54Q: 3 clusters Score -1.416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -14159987.000000 Penalty: 3824.605469
	Iteration 55Q: 3 clusters Score -1.415999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -14159992.000000 Penalty: 3824.605469
	Iteration 56Q: 3 clusters Score -1.415999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14159995.000000 Penalty: 3824.605469
	Iteration 57Q: 3 clusters Score -1.416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -14160014.000000 Penalty: 3824.605469
	Iteration 58Q: 3 clusters Score -1.416001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -14160031.000000 Penalty: 3824.605469
	Iteration 59Q: 3 clusters Score -1.416003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -14160035.000000 Penalty: 3824.605469
	Iteration 60F: 3 clusters Score -1.416004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -14160041.000000 Penalty: 3824.605469
	Iteration 61Q: 3 clusters Score -1.416004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125510 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -14160045.000000 Penalty: 3824.605469
	Iteration 62Q: 3 clusters Score -1.416004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -14160046.000000 Penalty: 3824.605469
	Iteration 63Q: 3 clusters Score -1.416005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125542 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14160031.000000 Penalty: 3824.605469
	Iteration 64Q: 3 clusters Score -1.416003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125556 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -14160035.000000 Penalty: 3824.605469
	Iteration 65Q: 3 clusters Score -1.416004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -14160028.000000 Penalty: 3824.605469
	Iteration 66Q: 3 clusters Score -1.416003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -14160027.000000 Penalty: 3824.605469
	Iteration 67Q: 3 clusters Score -1.416003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125601 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -14160037.000000 Penalty: 3824.605469
	Iteration 68Q: 3 clusters Score -1.416004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -14160049.000000 Penalty: 3824.605469
	Iteration 69Q: 3 clusters Score -1.416005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -14160031.000000 Penalty: 3824.605469
	Iteration 70Q: 3 clusters Score -1.416003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125679 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -14160061.000000 Penalty: 3824.605469
	Iteration 71Q: 3 clusters Score -1.416006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14160061.000000 Penalty: 3824.605469
	Iteration 72Q: 3 clusters Score -1.416006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125712 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -14160049.000000 Penalty: 3824.605469
	Iteration 73Q: 3 clusters Score -1.416005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14160062.000000 Penalty: 3824.605469
	Iteration 74Q: 3 clusters Score -1.416006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125722 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -14160057.000000 Penalty: 3824.605469
	Iteration 75Q: 3 clusters Score -1.416006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -14160067.000000 Penalty: 3824.605469
	Iteration 76Q: 3 clusters Score -1.416007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -14160060.000000 Penalty: 3824.605469
	Iteration 77Q: 3 clusters Score -1.416006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125738 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -14160068.000000 Penalty: 3824.605469
	Iteration 78Q: 3 clusters Score -1.416007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -14160071.000000 Penalty: 3824.605469
	Iteration 79Q: 3 clusters Score -1.416007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125753 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -14160072.000000 Penalty: 3824.605469
	Iteration 80F: 3 clusters Score -1.416007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125761 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -14160072.000000 Penalty: 3824.605469
	Iteration 81Q: 3 clusters Score -1.416007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125767 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -14160070.000000 Penalty: 3824.605469
	Iteration 82Q: 3 clusters Score -1.416007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -14160060.000000 Penalty: 3824.605469
	Iteration 83Q: 3 clusters Score -1.416006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125769 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -14160062.000000 Penalty: 3824.605469
	Iteration 84Q: 3 clusters Score -1.416006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125770 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -14160063.000000 Penalty: 3824.605469
	Iteration 85Q: 3 clusters Score -1.416006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -14160060.000000 Penalty: 3824.605469
	Iteration 86Q: 3 clusters Score -1.416006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -14160060.000000 Penalty: 3824.605469
	Iteration 87F: 3 clusters Score -1.416006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Entering Unmasked Estep 
Score: -4240714.000000 Penalty: 1715.721069
	Iteration 0F: 2 clusters Score -4240714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4215017.500000 Penalty: 3431.442139
	Iteration 0F: 3 clusters Score -4215018 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4224970.500000 Penalty: 3431.442139
	Iteration 1F: 3 clusters Score -4224970 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4225360.500000 Penalty: 3431.442139
	Iteration 2Q: 3 clusters Score -4225360 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4225753.500000 Penalty: 3431.442139
	Iteration 3Q: 3 clusters Score -4225754 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4226150.000000 Penalty: 3431.442139
	Iteration 4Q: 3 clusters Score -4226150 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4226580.500000 Penalty: 3431.442139
	Iteration 5Q: 3 clusters Score -4226580 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4227114.500000 Penalty: 3431.442139
	Iteration 6Q: 3 clusters Score -4227114 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4227833.500000 Penalty: 3431.442139
	Iteration 7Q: 3 clusters Score -4227834 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4228848.500000 Penalty: 3431.442139
	Iteration 8Q: 3 clusters Score -4228848 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4230023.500000 Penalty: 3431.442139
	Iteration 9Q: 3 clusters Score -4230024 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4231405.500000 Penalty: 3431.442139
	Iteration 10F: 3 clusters Score -4231406 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4232876.500000 Penalty: 3431.442139
	Iteration 11F: 3 clusters Score -4232876 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4234079.000000 Penalty: 3431.442139
	Iteration 12F: 3 clusters Score -4234079 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4234800.000000 Penalty: 3431.442139
	Iteration 13Q: 3 clusters Score -4234800 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4235117.000000 Penalty: 3431.442139
	Iteration 14Q: 3 clusters Score -4235117 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4235271.500000 Penalty: 3431.442139
	Iteration 15Q: 3 clusters Score -4235272 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4235373.000000 Penalty: 3431.442139
	Iteration 16Q: 3 clusters Score -4235373 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4235444.000000 Penalty: 3431.442139
	Iteration 17Q: 3 clusters Score -4235444 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4235496.000000 Penalty: 3431.442139
	Iteration 18Q: 3 clusters Score -4235496 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4235518.500000 Penalty: 3431.442139
	Iteration 19Q: 3 clusters Score -4235518 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4235548.000000 Penalty: 3431.442139
	Iteration 20F: 3 clusters Score -4235548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4235581.500000 Penalty: 3431.442139
	Iteration 21Q: 3 clusters Score -4235582 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4235607.500000 Penalty: 3431.442139
	Iteration 22Q: 3 clusters Score -4235608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4235629.000000 Penalty: 3431.442139
	Iteration 23Q: 3 clusters Score -4235629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4235670.500000 Penalty: 3431.442139
	Iteration 24Q: 3 clusters Score -4235670 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4235713.000000 Penalty: 3431.442139
	Iteration 25Q: 3 clusters Score -4235713 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4235753.500000 Penalty: 3431.442139
	Iteration 26Q: 3 clusters Score -4235754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4235788.500000 Penalty: 3431.442139
	Iteration 27Q: 3 clusters Score -4235788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4235820.000000 Penalty: 3431.442139
	Iteration 28Q: 3 clusters Score -4235820 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4235847.000000 Penalty: 3431.442139
	Iteration 29Q: 3 clusters Score -4235847 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4235875.000000 Penalty: 3431.442139
	Iteration 30Q: 3 clusters Score -4235875 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4235905.000000 Penalty: 3431.442139
	Iteration 31Q: 3 clusters Score -4235905 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4235937.500000 Penalty: 3431.442139
	Iteration 32Q: 3 clusters Score -4235938 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4235953.000000 Penalty: 3431.442139
	Iteration 33Q: 3 clusters Score -4235953 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4235985.500000 Penalty: 3431.442139
	Iteration 34Q: 3 clusters Score -4235986 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4235978.000000 Penalty: 3431.442139
	Iteration 35Q: 3 clusters Score -4235978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4235990.000000 Penalty: 3431.442139
	Iteration 36Q: 3 clusters Score -4235990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4235997.500000 Penalty: 3431.442139
	Iteration 37Q: 3 clusters Score -4235998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4236002.500000 Penalty: 3431.442139
	Iteration 38Q: 3 clusters Score -4236002 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4236016.500000 Penalty: 3431.442139
	Iteration 39Q: 3 clusters Score -4236016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4236025.500000 Penalty: 3431.442139
	Iteration 40F: 3 clusters Score -4236026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4236035.500000 Penalty: 3431.442139
	Iteration 41Q: 3 clusters Score -4236036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4236055.000000 Penalty: 3431.442139
	Iteration 42Q: 3 clusters Score -4236055 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4236052.500000 Penalty: 3431.442139
	Iteration 43Q: 3 clusters Score -4236052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4236076.500000 Penalty: 3431.442139
	Iteration 44Q: 3 clusters Score -4236076 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4236091.500000 Penalty: 3431.442139
	Iteration 45Q: 3 clusters Score -4236092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4236123.000000 Penalty: 3431.442139
	Iteration 46Q: 3 clusters Score -4236123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4236126.500000 Penalty: 3431.442139
	Iteration 47Q: 3 clusters Score -4236126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4236129.000000 Penalty: 3431.442139
	Iteration 48Q: 3 clusters Score -4236129 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4236162.000000 Penalty: 3431.442139
	Iteration 49Q: 3 clusters Score -4236162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4236185.500000 Penalty: 3431.442139
	Iteration 50Q: 3 clusters Score -4236186 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4236203.500000 Penalty: 3431.442139
	Iteration 51Q: 3 clusters Score -4236204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4236216.500000 Penalty: 3431.442139
	Iteration 52Q: 3 clusters Score -4236216 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4236223.500000 Penalty: 3431.442139
	Iteration 53Q: 3 clusters Score -4236224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -4236247.000000 Penalty: 3431.442139
	Iteration 54Q: 3 clusters Score -4236247 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4236252.000000 Penalty: 3431.442139
	Iteration 55Q: 3 clusters Score -4236252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4236299.500000 Penalty: 3431.442139
	Iteration 56Q: 3 clusters Score -4236300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4236307.000000 Penalty: 3431.442139
	Iteration 57Q: 3 clusters Score -4236307 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4236334.500000 Penalty: 3431.442139
	Iteration 58Q: 3 clusters Score -4236334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -4236374.000000 Penalty: 3431.442139
	Iteration 59Q: 3 clusters Score -4236374 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4236419.000000 Penalty: 3431.442139
	Iteration 60F: 3 clusters Score -4236419 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4236445.000000 Penalty: 3431.442139
	Iteration 61Q: 3 clusters Score -4236445 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4236483.000000 Penalty: 3431.442139
	Iteration 62Q: 3 clusters Score -4236483 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4236543.500000 Penalty: 3431.442139
	Iteration 63Q: 3 clusters Score -4236544 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4236611.000000 Penalty: 3431.442139
	Iteration 64Q: 3 clusters Score -4236611 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4236650.000000 Penalty: 3431.442139
	Iteration 65Q: 3 clusters Score -4236650 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4236675.000000 Penalty: 3431.442139
	Iteration 66Q: 3 clusters Score -4236675 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4236727.000000 Penalty: 3431.442139
	Iteration 67Q: 3 clusters Score -4236727 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4236781.000000 Penalty: 3431.442139
	Iteration 68Q: 3 clusters Score -4236781 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4236826.500000 Penalty: 3431.442139
	Iteration 69Q: 3 clusters Score -4236826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4236872.500000 Penalty: 3431.442139
	Iteration 70Q: 3 clusters Score -4236872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -4236922.000000 Penalty: 3431.442139
	Iteration 71Q: 3 clusters Score -4236922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4236964.000000 Penalty: 3431.442139
	Iteration 72Q: 3 clusters Score -4236964 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4237021.000000 Penalty: 3431.442139
	Iteration 73Q: 3 clusters Score -4237021 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4237071.000000 Penalty: 3431.442139
	Iteration 74Q: 3 clusters Score -4237071 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4237102.000000 Penalty: 3431.442139
	Iteration 75Q: 3 clusters Score -4237102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4237151.500000 Penalty: 3431.442139
	Iteration 76Q: 3 clusters Score -4237152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4237190.000000 Penalty: 3431.442139
	Iteration 77Q: 3 clusters Score -4237190 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4237228.500000 Penalty: 3431.442139
	Iteration 78Q: 3 clusters Score -4237228 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4237276.000000 Penalty: 3431.442139
	Iteration 79Q: 3 clusters Score -4237276 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4237332.500000 Penalty: 3431.442139
	Iteration 80F: 3 clusters Score -4237332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4237384.000000 Penalty: 3431.442139
	Iteration 81Q: 3 clusters Score -4237384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4237458.000000 Penalty: 3431.442139
	Iteration 82Q: 3 clusters Score -4237458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4237512.500000 Penalty: 3431.442139
	Iteration 83Q: 3 clusters Score -4237512 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4237549.000000 Penalty: 3431.442139
	Iteration 84Q: 3 clusters Score -4237549 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4237621.000000 Penalty: 3431.442139
	Iteration 85Q: 3 clusters Score -4237621 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4237689.500000 Penalty: 3431.442139
	Iteration 86Q: 3 clusters Score -4237690 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4237741.000000 Penalty: 3431.442139
	Iteration 87Q: 3 clusters Score -4237741 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4237812.000000 Penalty: 3431.442139
	Iteration 88Q: 3 clusters Score -4237812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4237859.000000 Penalty: 3431.442139
	Iteration 89Q: 3 clusters Score -4237859 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4237928.000000 Penalty: 3431.442139
	Iteration 90Q: 3 clusters Score -4237928 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4238011.000000 Penalty: 3431.442139
	Iteration 91Q: 3 clusters Score -4238011 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4238080.000000 Penalty: 3431.442139
	Iteration 92Q: 3 clusters Score -4238080 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4238172.500000 Penalty: 3431.442139
	Iteration 93Q: 3 clusters Score -4238172 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4238247.000000 Penalty: 3431.442139
	Iteration 94Q: 3 clusters Score -4238247 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4238318.500000 Penalty: 3431.442139
	Iteration 95Q: 3 clusters Score -4238318 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4238374.000000 Penalty: 3431.442139
	Iteration 96Q: 3 clusters Score -4238374 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4238461.500000 Penalty: 3431.442139
	Iteration 97Q: 3 clusters Score -4238462 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4238533.000000 Penalty: 3431.442139
	Iteration 98Q: 3 clusters Score -4238533 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4238590.000000 Penalty: 3431.442139
	Iteration 99Q: 3 clusters Score -4238590 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4238663.500000 Penalty: 3431.442139
	Iteration 100F: 3 clusters Score -4238664 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4238709.500000 Penalty: 3431.442139
	Iteration 101Q: 3 clusters Score -4238710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4238753.000000 Penalty: 3431.442139
	Iteration 102Q: 3 clusters Score -4238753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4238792.500000 Penalty: 3431.442139
	Iteration 103Q: 3 clusters Score -4238792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4238846.000000 Penalty: 3431.442139
	Iteration 104Q: 3 clusters Score -4238846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4238865.500000 Penalty: 3431.442139
	Iteration 105Q: 3 clusters Score -4238866 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4238898.500000 Penalty: 3431.442139
	Iteration 106Q: 3 clusters Score -4238898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4238939.000000 Penalty: 3431.442139
	Iteration 107Q: 3 clusters Score -4238939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4238985.500000 Penalty: 3431.442139
	Iteration 108Q: 3 clusters Score -4238986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4239026.000000 Penalty: 3431.442139
	Iteration 109Q: 3 clusters Score -4239026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4239065.500000 Penalty: 3431.442139
	Iteration 110Q: 3 clusters Score -4239066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4239085.000000 Penalty: 3431.442139
	Iteration 111Q: 3 clusters Score -4239085 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4239086.500000 Penalty: 3431.442139
	Iteration 112Q: 3 clusters Score -4239086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4239098.500000 Penalty: 3431.442139
	Iteration 113Q: 3 clusters Score -4239098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4239111.000000 Penalty: 3431.442139
	Iteration 114Q: 3 clusters Score -4239111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4239113.500000 Penalty: 3431.442139
	Iteration 115Q: 3 clusters Score -4239114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4239128.000000 Penalty: 3431.442139
	Iteration 116Q: 3 clusters Score -4239128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4239139.500000 Penalty: 3431.442139
	Iteration 117Q: 3 clusters Score -4239140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4239166.000000 Penalty: 3431.442139
	Iteration 118Q: 3 clusters Score -4239166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4239176.500000 Penalty: 3431.442139
	Iteration 119Q: 3 clusters Score -4239176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4239180.000000 Penalty: 3431.442139
	Iteration 120F: 3 clusters Score -4239180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4239185.000000 Penalty: 3431.442139
	Iteration 121Q: 3 clusters Score -4239185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4239190.500000 Penalty: 3431.442139
	Iteration 122Q: 3 clusters Score -4239190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4239200.500000 Penalty: 3431.442139
	Iteration 123Q: 3 clusters Score -4239200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4239198.500000 Penalty: 3431.442139
	Iteration 124Q: 3 clusters Score -4239198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4239208.000000 Penalty: 3431.442139
	Iteration 125Q: 3 clusters Score -4239208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4239216.500000 Penalty: 3431.442139
	Iteration 126Q: 3 clusters Score -4239216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4239219.500000 Penalty: 3431.442139
	Iteration 127Q: 3 clusters Score -4239220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4239220.500000 Penalty: 3431.442139
	Iteration 128Q: 3 clusters Score -4239220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4239224.000000 Penalty: 3431.442139
	Iteration 129Q: 3 clusters Score -4239224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4239226.000000 Penalty: 3431.442139
	Iteration 130Q: 3 clusters Score -4239226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4239222.500000 Penalty: 3431.442139
	Iteration 131Q: 3 clusters Score -4239222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4239224.000000 Penalty: 3431.442139
	Iteration 132Q: 3 clusters Score -4239224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4239232.500000 Penalty: 3431.442139
	Iteration 133Q: 3 clusters Score -4239232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4239226.500000 Penalty: 3431.442139
	Iteration 134Q: 3 clusters Score -4239226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4239227.000000 Penalty: 3431.442139
	Iteration 135Q: 3 clusters Score -4239227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4239238.000000 Penalty: 3431.442139
	Iteration 136Q: 3 clusters Score -4239238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4239242.000000 Penalty: 3431.442139
	Iteration 137Q: 3 clusters Score -4239242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4239242.500000 Penalty: 3431.442139
	Iteration 138Q: 3 clusters Score -4239242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4239248.000000 Penalty: 3431.442139
	Iteration 139Q: 3 clusters Score -4239248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4239246.000000 Penalty: 3431.442139
	Iteration 140F: 3 clusters Score -4239246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4239244.000000 Penalty: 3431.442139
	Iteration 141Q: 3 clusters Score -4239244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4239253.500000 Penalty: 3431.442139
	Iteration 142Q: 3 clusters Score -4239254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4239245.500000 Penalty: 3431.442139
	Iteration 143Q: 3 clusters Score -4239246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4239244.500000 Penalty: 3431.442139
	Iteration 144Q: 3 clusters Score -4239244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4239245.000000 Penalty: 3431.442139
	Iteration 145Q: 3 clusters Score -4239245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4239250.500000 Penalty: 3431.442139
	Iteration 146Q: 3 clusters Score -4239250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4239247.000000 Penalty: 3431.442139
	Iteration 147Q: 3 clusters Score -4239247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4239250.000000 Penalty: 3431.442139
	Iteration 148Q: 3 clusters Score -4239250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4239252.000000 Penalty: 3431.442139
	Iteration 149Q: 3 clusters Score -4239252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4239250.500000 Penalty: 3431.442139
	Iteration 150Q: 3 clusters Score -4239250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4239250.500000 Penalty: 3431.442139
	Iteration 151Q: 3 clusters Score -4239250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4239250.000000 Penalty: 3431.442139
	Iteration 152Q: 3 clusters Score -4239250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4239248.500000 Penalty: 3431.442139
	Iteration 153Q: 3 clusters Score -4239248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4239246.500000 Penalty: 3431.442139
	Iteration 154Q: 3 clusters Score -4239246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4239247.500000 Penalty: 3431.442139
	Iteration 155Q: 3 clusters Score -4239248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4239250.000000 Penalty: 3431.442139
	Iteration 156Q: 3 clusters Score -4239250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4239247.500000 Penalty: 3431.442139
	Iteration 157Q: 3 clusters Score -4239248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4239251.500000 Penalty: 3431.442139
	Iteration 158Q: 3 clusters Score -4239252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4239253.500000 Penalty: 3431.442139
	Iteration 159Q: 3 clusters Score -4239254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4239255.500000 Penalty: 3431.442139
	Iteration 160F: 3 clusters Score -4239256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4239261.000000 Penalty: 3431.442139
	Iteration 161Q: 3 clusters Score -4239261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4239261.500000 Penalty: 3431.442139
	Iteration 162Q: 3 clusters Score -4239262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4239261.000000 Penalty: 3431.442139
	Iteration 163Q: 3 clusters Score -4239261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4239264.000000 Penalty: 3431.442139
	Iteration 164Q: 3 clusters Score -4239264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4239258.000000 Penalty: 3431.442139
	Iteration 165Q: 3 clusters Score -4239258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4239264.000000 Penalty: 3431.442139
	Iteration 166Q: 3 clusters Score -4239264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4239262.500000 Penalty: 3431.442139
	Iteration 167Q: 3 clusters Score -4239262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4239264.500000 Penalty: 3431.442139
	Iteration 168Q: 3 clusters Score -4239264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4239257.500000 Penalty: 3431.442139
	Iteration 169Q: 3 clusters Score -4239258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4239258.000000 Penalty: 3431.442139
	Iteration 170Q: 3 clusters Score -4239258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4239265.500000 Penalty: 3431.442139
	Iteration 171Q: 3 clusters Score -4239266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4239262.000000 Penalty: 3431.442139
	Iteration 172Q: 3 clusters Score -4239262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4239265.500000 Penalty: 3431.442139
	Iteration 173Q: 3 clusters Score -4239266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4239266.500000 Penalty: 3431.442139
	Iteration 174Q: 3 clusters Score -4239266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4239270.500000 Penalty: 3431.442139
	Iteration 175Q: 3 clusters Score -4239270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4239272.000000 Penalty: 3431.442139
	Iteration 176Q: 3 clusters Score -4239272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4239274.000000 Penalty: 3431.442139
	Iteration 177Q: 3 clusters Score -4239274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4239276.000000 Penalty: 3431.442139
	Iteration 178Q: 3 clusters Score -4239276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4239278.500000 Penalty: 3431.442139
	Iteration 179Q: 3 clusters Score -4239278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4239280.000000 Penalty: 3431.442139
	Iteration 180F: 3 clusters Score -4239280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4239281.000000 Penalty: 3431.442139
	Iteration 181Q: 3 clusters Score -4239281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4239277.000000 Penalty: 3431.442139
	Iteration 182Q: 3 clusters Score -4239277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4239282.500000 Penalty: 3431.442139
	Iteration 183Q: 3 clusters Score -4239282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4239286.000000 Penalty: 3431.442139
	Iteration 184Q: 3 clusters Score -4239286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4239280.000000 Penalty: 3431.442139
	Iteration 185Q: 3 clusters Score -4239280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4239284.500000 Penalty: 3431.442139
	Iteration 186Q: 3 clusters Score -4239284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4239287.000000 Penalty: 3431.442139
	Iteration 187Q: 3 clusters Score -4239287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4239290.000000 Penalty: 3431.442139
	Iteration 188Q: 3 clusters Score -4239290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4239293.000000 Penalty: 3431.442139
	Iteration 189Q: 3 clusters Score -4239293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4239293.000000 Penalty: 3431.442139
	Iteration 190Q: 3 clusters Score -4239293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4239295.000000 Penalty: 3431.442139
	Iteration 191Q: 3 clusters Score -4239295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4239300.500000 Penalty: 3431.442139
	Iteration 192Q: 3 clusters Score -4239300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4239300.500000 Penalty: 3431.442139
	Iteration 193Q: 3 clusters Score -4239300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4239300.500000 Penalty: 3431.442139
	Iteration 194Q: 3 clusters Score -4239300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4239307.000000 Penalty: 3431.442139
	Iteration 195Q: 3 clusters Score -4239307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4239305.000000 Penalty: 3431.442139
	Iteration 196Q: 3 clusters Score -4239305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4239305.500000 Penalty: 3431.442139
	Iteration 197Q: 3 clusters Score -4239306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4239313.000000 Penalty: 3431.442139
	Iteration 198Q: 3 clusters Score -4239313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4239316.500000 Penalty: 3431.442139
	Iteration 199Q: 3 clusters Score -4239316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4239313.500000 Penalty: 3431.442139
	Iteration 200F: 3 clusters Score -4239314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4239318.500000 Penalty: 3431.442139
	Iteration 201Q: 3 clusters Score -4239318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4239321.000000 Penalty: 3431.442139
	Iteration 202Q: 3 clusters Score -4239321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4239316.500000 Penalty: 3431.442139
	Iteration 203Q: 3 clusters Score -4239316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4239317.500000 Penalty: 3431.442139
	Iteration 204Q: 3 clusters Score -4239318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4239317.500000 Penalty: 3431.442139
	Iteration 205Q: 3 clusters Score -4239318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4239317.500000 Penalty: 3431.442139
	Iteration 206Q: 3 clusters Score -4239318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4239316.500000 Penalty: 3431.442139
	Iteration 207Q: 3 clusters Score -4239316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4239315.500000 Penalty: 3431.442139
	Iteration 208Q: 3 clusters Score -4239316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4239314.000000 Penalty: 3431.442139
	Iteration 209Q: 3 clusters Score -4239314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4239314.000000 Penalty: 3431.442139
	Iteration 210F: 3 clusters Score -4239314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158727 members 
Mstep: Class 4 contains 72773 members 
Mstep: Class 5 contains 122482 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 18656 members 
Mstep: Class 13 contains 28664 members 
Mstep: Class 14 contains 155387 members 
Mstep: Class 15 contains 30097 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 41238 members 
Mstep: Class 18 contains 62266 members 
Mstep: Class 19 contains 129058 members 
Mstep: Class 21 contains 38495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869416.000000 Penalty: 44658.785156
Iteration 199Q: 21 clusters Score -9.886942e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158759 members 
Mstep: Class 4 contains 72774 members 
Mstep: Class 5 contains 122484 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 14743 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18671 members 
Mstep: Class 13 contains 28655 members 
Mstep: Class 14 contains 155353 members 
Mstep: Class 15 contains 30094 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 41250 members 
Mstep: Class 18 contains 62260 members 
Mstep: Class 19 contains 129057 members 
Mstep: Class 21 contains 38492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869200.000000 Penalty: 44658.785156
Iteration 200F: 21 clusters Score -9.88692e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158775 members 
Mstep: Class 4 contains 72770 members 
Mstep: Class 5 contains 122481 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18694 members 
Mstep: Class 13 contains 28645 members 
Mstep: Class 14 contains 155334 members 
Mstep: Class 15 contains 30094 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41264 members 
Mstep: Class 18 contains 62255 members 
Mstep: Class 19 contains 129052 members 
Mstep: Class 21 contains 38487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869136.000000 Penalty: 44658.785156
Iteration 201Q: 21 clusters Score -9.886914e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158803 members 
Mstep: Class 4 contains 72763 members 
Mstep: Class 5 contains 122478 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18714 members 
Mstep: Class 13 contains 28628 members 
Mstep: Class 14 contains 155320 members 
Mstep: Class 15 contains 30094 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41281 members 
Mstep: Class 18 contains 62245 members 
Mstep: Class 19 contains 129048 members 
Mstep: Class 21 contains 38477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869136.000000 Penalty: 44658.785156
Iteration 202Q: 21 clusters Score -9.886914e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158838 members 
Mstep: Class 4 contains 72767 members 
Mstep: Class 5 contains 122470 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18741 members 
Mstep: Class 13 contains 28609 members 
Mstep: Class 14 contains 155281 members 
Mstep: Class 15 contains 30097 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41294 members 
Mstep: Class 18 contains 62241 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 38472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869104.000000 Penalty: 44658.785156
Iteration 203Q: 21 clusters Score -9.88691e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158865 members 
Mstep: Class 4 contains 72771 members 
Mstep: Class 5 contains 122461 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18766 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 155263 members 
Mstep: Class 15 contains 30095 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41307 members 
Mstep: Class 18 contains 62234 members 
Mstep: Class 19 contains 129034 members 
Mstep: Class 21 contains 38470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869192.000000 Penalty: 44658.785156
Iteration 204Q: 21 clusters Score -9.886919e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158867 members 
Mstep: Class 4 contains 72772 members 
Mstep: Class 5 contains 122462 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18794 members 
Mstep: Class 13 contains 28572 members 
Mstep: Class 14 contains 155250 members 
Mstep: Class 15 contains 30094 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41320 members 
Mstep: Class 18 contains 62231 members 
Mstep: Class 19 contains 129036 members 
Mstep: Class 21 contains 38458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869192.000000 Penalty: 44658.785156
Iteration 205Q: 21 clusters Score -9.886919e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158877 members 
Mstep: Class 4 contains 72773 members 
Mstep: Class 5 contains 122451 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18824 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 155233 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41335 members 
Mstep: Class 18 contains 62229 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869168.000000 Penalty: 44658.785156
Iteration 206Q: 21 clusters Score -9.886917e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158895 members 
Mstep: Class 4 contains 72774 members 
Mstep: Class 5 contains 122438 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18853 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 155220 members 
Mstep: Class 15 contains 30086 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 41348 members 
Mstep: Class 18 contains 62224 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 38442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869096.000000 Penalty: 44658.785156
Iteration 207Q: 21 clusters Score -9.88691e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158905 members 
Mstep: Class 4 contains 72767 members 
Mstep: Class 5 contains 122430 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18882 members 
Mstep: Class 13 contains 28507 members 
Mstep: Class 14 contains 155220 members 
Mstep: Class 15 contains 30082 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 41356 members 
Mstep: Class 18 contains 62215 members 
Mstep: Class 19 contains 129043 members 
Mstep: Class 21 contains 38431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868984.000000 Penalty: 44658.785156
Iteration 208Q: 21 clusters Score -9.886898e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158902 members 
Mstep: Class 4 contains 72765 members 
Mstep: Class 5 contains 122429 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18907 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 155222 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 41368 members 
Mstep: Class 18 contains 62206 members 
Mstep: Class 19 contains 129046 members 
Mstep: Class 21 contains 38423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868992.000000 Penalty: 44658.785156
Iteration 209Q: 21 clusters Score -9.886899e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 158902 members 
Mstep: Class 4 contains 72767 members 
Mstep: Class 5 contains 122430 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18934 members 
Mstep: Class 13 contains 28475 members 
Mstep: Class 14 contains 155221 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 41379 members 
Mstep: Class 18 contains 62192 members 
Mstep: Class 19 contains 129045 members 
Mstep: Class 21 contains 38413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868968.000000 Penalty: 44658.785156
Iteration 210Q: 21 clusters Score -9.886897e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 158905 members 
Mstep: Class 4 contains 72776 members 
Mstep: Class 5 contains 122432 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18953 members 
Mstep: Class 13 contains 28463 members 
Mstep: Class 14 contains 155227 members 
Mstep: Class 15 contains 30077 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 41388 members 
Mstep: Class 18 contains 62180 members 
Mstep: Class 19 contains 129041 members 
Mstep: Class 21 contains 38399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868800.000000 Penalty: 44658.785156
Iteration 211Q: 21 clusters Score -9.88688e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 158916 members 
Mstep: Class 4 contains 72772 members 
Mstep: Class 5 contains 122436 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 18966 members 
Mstep: Class 13 contains 28458 members 
Mstep: Class 14 contains 155215 members 
Mstep: Class 15 contains 30073 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 41400 members 
Mstep: Class 18 contains 62171 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 212Q: 21 clusters Score -9.88689e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 158933 members 
Mstep: Class 4 contains 72773 members 
Mstep: Class 5 contains 122437 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 18978 members 
Mstep: Class 13 contains 28444 members 
Mstep: Class 14 contains 155203 members 
Mstep: Class 15 contains 30068 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 41413 members 
Mstep: Class 18 contains 62164 members 
Mstep: Class 19 contains 129039 members 
Mstep: Class 21 contains 38387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868840.000000 Penalty: 44658.785156
Iteration 213Q: 21 clusters Score -9.886884e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 158938 members 
Mstep: Class 4 contains 72776 members 
Mstep: Class 5 contains 122440 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 18994 members 
Mstep: Class 13 contains 28432 members 
Mstep: Class 14 contains 155189 members 
Mstep: Class 15 contains 30064 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41431 members 
Mstep: Class 18 contains 62158 members 
Mstep: Class 19 contains 129036 members 
Mstep: Class 21 contains 38384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868912.000000 Penalty: 44658.785156
Iteration 214Q: 21 clusters Score -9.886891e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158955 members 
Mstep: Class 4 contains 72778 members 
Mstep: Class 5 contains 122444 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19016 members 
Mstep: Class 13 contains 28407 members 
Mstep: Class 14 contains 155171 members 
Mstep: Class 15 contains 30060 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41453 members 
Mstep: Class 18 contains 62145 members 
Mstep: Class 19 contains 129040 members 
Mstep: Class 21 contains 38380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868928.000000 Penalty: 44658.785156
Iteration 215Q: 21 clusters Score -9.886893e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158994 members 
Mstep: Class 4 contains 72774 members 
Mstep: Class 5 contains 122445 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 14 contains 155147 members 
Mstep: Class 15 contains 30055 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41476 members 
Mstep: Class 18 contains 62134 members 
Mstep: Class 19 contains 129032 members 
Mstep: Class 21 contains 38380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869032.000000 Penalty: 44658.785156
Iteration 216Q: 21 clusters Score -9.886903e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 159009 members 
Mstep: Class 4 contains 72771 members 
Mstep: Class 5 contains 122444 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19064 members 
Mstep: Class 13 contains 28367 members 
Mstep: Class 14 contains 155126 members 
Mstep: Class 15 contains 30054 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41495 members 
Mstep: Class 18 contains 62125 members 
Mstep: Class 19 contains 129029 members 
Mstep: Class 21 contains 38374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868960.000000 Penalty: 44658.785156
Iteration 217Q: 21 clusters Score -9.886896e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 159048 members 
Mstep: Class 4 contains 72764 members 
Mstep: Class 5 contains 122442 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 28346 members 
Mstep: Class 14 contains 155110 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41513 members 
Mstep: Class 18 contains 62112 members 
Mstep: Class 19 contains 129025 members 
Mstep: Class 21 contains 38370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869104.000000 Penalty: 44658.785156
Iteration 218Q: 21 clusters Score -9.88691e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 159076 members 
Mstep: Class 4 contains 72765 members 
Mstep: Class 5 contains 122442 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19111 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 155099 members 
Mstep: Class 15 contains 30035 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41521 members 
Mstep: Class 18 contains 62099 members 
Mstep: Class 19 contains 129028 members 
Mstep: Class 21 contains 38363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868992.000000 Penalty: 44658.785156
Iteration 219Q: 21 clusters Score -9.886899e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 159078 members 
Mstep: Class 4 contains 72763 members 
Mstep: Class 5 contains 122443 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19134 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 155105 members 
Mstep: Class 15 contains 30031 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41530 members 
Mstep: Class 18 contains 62081 members 
Mstep: Class 19 contains 129031 members 
Mstep: Class 21 contains 38358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869064.000000 Penalty: 44658.785156
Iteration 220F: 21 clusters Score -9.886906e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 159073 members 
Mstep: Class 4 contains 72756 members 
Mstep: Class 5 contains 122443 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19149 members 
Mstep: Class 13 contains 28300 members 
Mstep: Class 14 contains 155137 members 
Mstep: Class 15 contains 30024 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41534 members 
Mstep: Class 18 contains 62063 members 
Mstep: Class 19 contains 129035 members 
Mstep: Class 21 contains 38354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869024.000000 Penalty: 44658.785156
Iteration 221Q: 21 clusters Score -9.886902e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 159072 members 
Mstep: Class 4 contains 72752 members 
Mstep: Class 5 contains 122450 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19163 members 
Mstep: Class 13 contains 28287 members 
Mstep: Class 14 contains 155130 members 
Mstep: Class 15 contains 30024 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41544 members 
Mstep: Class 18 contains 62056 members 
Mstep: Class 19 contains 129039 members 
Mstep: Class 21 contains 38350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868936.000000 Penalty: 44658.785156
Iteration 222Q: 21 clusters Score -9.886894e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 159062 members 
Mstep: Class 4 contains 72755 members 
Mstep: Class 5 contains 122449 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19192 members 
Mstep: Class 13 contains 28264 members 
Mstep: Class 14 contains 155147 members 
Mstep: Class 15 contains 30017 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41549 members 
Mstep: Class 18 contains 62049 members 
Mstep: Class 19 contains 129035 members 
Mstep: Class 21 contains 38348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 223Q: 21 clusters Score -9.88689e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 159048 members 
Mstep: Class 4 contains 72754 members 
Mstep: Class 5 contains 122436 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19216 members 
Mstep: Class 13 contains 28242 members 
Mstep: Class 14 contains 155182 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41554 members 
Mstep: Class 18 contains 62045 members 
Mstep: Class 19 contains 129034 members 
Mstep: Class 21 contains 38347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868952.000000 Penalty: 44658.785156
Iteration 224Q: 21 clusters Score -9.886895e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 159029 members 
Mstep: Class 4 contains 72756 members 
Mstep: Class 5 contains 122435 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19240 members 
Mstep: Class 13 contains 28220 members 
Mstep: Class 14 contains 155202 members 
Mstep: Class 15 contains 30006 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41565 members 
Mstep: Class 18 contains 62047 members 
Mstep: Class 19 contains 129032 members 
Mstep: Class 21 contains 38337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869048.000000 Penalty: 44658.785156
Iteration 225Q: 21 clusters Score -9.886905e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 159006 members 
Mstep: Class 4 contains 72760 members 
Mstep: Class 5 contains 122428 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19265 members 
Mstep: Class 13 contains 28203 members 
Mstep: Class 14 contains 155231 members 
Mstep: Class 15 contains 30000 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41574 members 
Mstep: Class 18 contains 62047 members 
Mstep: Class 19 contains 129031 members 
Mstep: Class 21 contains 38329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 226Q: 21 clusters Score -9.88689e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158968 members 
Mstep: Class 4 contains 72761 members 
Mstep: Class 5 contains 122421 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19295 members 
Mstep: Class 13 contains 28192 members 
Mstep: Class 14 contains 155266 members 
Mstep: Class 15 contains 29996 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 41582 members 
Mstep: Class 18 contains 62044 members 
Mstep: Class 19 contains 129027 members 
Mstep: Class 21 contains 38322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868904.000000 Penalty: 44658.785156
Iteration 227Q: 21 clusters Score -9.88689e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158953 members 
Mstep: Class 4 contains 72761 members 
Mstep: Class 5 contains 122414 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 28167 members 
Mstep: Class 14 contains 155314 members 
Mstep: Class 15 contains 29995 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 41590 members 
Mstep: Class 18 contains 62036 members 
Mstep: Class 19 contains 129022 members 
Mstep: Class 21 contains 38308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868880.000000 Penalty: 44658.785156
Iteration 228Q: 21 clusters Score -9.886888e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158933 members 
Mstep: Class 4 contains 72761 members 
Mstep: Class 5 contains 122408 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19341 members 
Mstep: Class 13 contains 28154 members 
Mstep: Class 14 contains 155353 members 
Mstep: Class 15 contains 29990 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 41592 members 
Mstep: Class 18 contains 62031 members 
Mstep: Class 19 contains 129018 members 
Mstep: Class 21 contains 38301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869008.000000 Penalty: 44658.785156
Iteration 229Q: 21 clusters Score -9.886901e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158903 members 
Mstep: Class 4 contains 72762 members 
Mstep: Class 5 contains 122406 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19366 members 
Mstep: Class 13 contains 28139 members 
Mstep: Class 14 contains 155392 members 
Mstep: Class 15 contains 29987 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 41593 members 
Mstep: Class 18 contains 62025 members 
Mstep: Class 19 contains 129013 members 
Mstep: Class 21 contains 38291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868968.000000 Penalty: 44658.785156
Iteration 230Q: 21 clusters Score -9.886897e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158854 members 
Mstep: Class 4 contains 72757 members 
Mstep: Class 5 contains 122406 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19392 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 155440 members 
Mstep: Class 15 contains 29989 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 62024 members 
Mstep: Class 19 contains 129006 members 
Mstep: Class 21 contains 38280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868952.000000 Penalty: 44658.785156
Iteration 231Q: 21 clusters Score -9.886895e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158801 members 
Mstep: Class 4 contains 72753 members 
Mstep: Class 5 contains 122402 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19431 members 
Mstep: Class 13 contains 28124 members 
Mstep: Class 14 contains 155469 members 
Mstep: Class 15 contains 29991 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41598 members 
Mstep: Class 18 contains 62017 members 
Mstep: Class 19 contains 129003 members 
Mstep: Class 21 contains 38272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869008.000000 Penalty: 44658.785156
Iteration 232Q: 21 clusters Score -9.886901e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158770 members 
Mstep: Class 4 contains 72758 members 
Mstep: Class 5 contains 122403 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19465 members 
Mstep: Class 13 contains 28112 members 
Mstep: Class 14 contains 155500 members 
Mstep: Class 15 contains 29991 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 62003 members 
Mstep: Class 19 contains 129000 members 
Mstep: Class 21 contains 38264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869008.000000 Penalty: 44658.785156
Iteration 233Q: 21 clusters Score -9.886901e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158760 members 
Mstep: Class 4 contains 72762 members 
Mstep: Class 5 contains 122391 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19497 members 
Mstep: Class 13 contains 28099 members 
Mstep: Class 14 contains 155506 members 
Mstep: Class 15 contains 29989 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41611 members 
Mstep: Class 18 contains 62002 members 
Mstep: Class 19 contains 128993 members 
Mstep: Class 21 contains 38257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868992.000000 Penalty: 44658.785156
Iteration 234Q: 21 clusters Score -9.886899e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158752 members 
Mstep: Class 4 contains 72766 members 
Mstep: Class 5 contains 122387 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 155513 members 
Mstep: Class 15 contains 29985 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41619 members 
Mstep: Class 18 contains 61999 members 
Mstep: Class 19 contains 128984 members 
Mstep: Class 21 contains 38245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868864.000000 Penalty: 44658.785156
Iteration 235Q: 21 clusters Score -9.886886e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158759 members 
Mstep: Class 4 contains 72775 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19565 members 
Mstep: Class 13 contains 28069 members 
Mstep: Class 14 contains 155510 members 
Mstep: Class 15 contains 29979 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 41624 members 
Mstep: Class 18 contains 61987 members 
Mstep: Class 19 contains 128980 members 
Mstep: Class 21 contains 38235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868944.000000 Penalty: 44658.785156
Iteration 236Q: 21 clusters Score -9.886894e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158749 members 
Mstep: Class 4 contains 72783 members 
Mstep: Class 5 contains 122372 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19597 members 
Mstep: Class 13 contains 28050 members 
Mstep: Class 14 contains 155518 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41636 members 
Mstep: Class 18 contains 61986 members 
Mstep: Class 19 contains 128981 members 
Mstep: Class 21 contains 38219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868848.000000 Penalty: 44658.785156
Iteration 237Q: 21 clusters Score -9.886885e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72794 members 
Mstep: Class 5 contains 122363 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19635 members 
Mstep: Class 13 contains 28041 members 
Mstep: Class 14 contains 155515 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41643 members 
Mstep: Class 18 contains 61983 members 
Mstep: Class 19 contains 128972 members 
Mstep: Class 21 contains 38208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868848.000000 Penalty: 44658.785156
Iteration 238Q: 21 clusters Score -9.886885e+07 nChanged 229
Entering ConstructFrom: 
Score: -98868848.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Entering Unmasked Estep 
Score: -4311170.000000 Penalty: 1727.535522
	Iteration 0F: 2 clusters Score -4311170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4283249.500000 Penalty: 3455.071045
	Iteration 0F: 3 clusters Score -4283250 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4294786.500000 Penalty: 3455.071045
	Iteration 1F: 3 clusters Score -4294786 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4296252.500000 Penalty: 3455.071045
	Iteration 2F: 3 clusters Score -4296252 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4298070.500000 Penalty: 3455.071045
	Iteration 3F: 3 clusters Score -4298070 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4300118.000000 Penalty: 3455.071045
	Iteration 4F: 3 clusters Score -4300118 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4302163.000000 Penalty: 3455.071045
	Iteration 5F: 3 clusters Score -4302163 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4303761.500000 Penalty: 3455.071045
	Iteration 6F: 3 clusters Score -4303762 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4304891.500000 Penalty: 3455.071045
	Iteration 7F: 3 clusters Score -4304892 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4305729.500000 Penalty: 3455.071045
	Iteration 8Q: 3 clusters Score -4305730 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4306304.000000 Penalty: 3455.071045
	Iteration 9Q: 3 clusters Score -4306304 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4306702.000000 Penalty: 3455.071045
	Iteration 10Q: 3 clusters Score -4306702 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4307027.000000 Penalty: 3455.071045
	Iteration 11Q: 3 clusters Score -4307027 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4307342.500000 Penalty: 3455.071045
	Iteration 12Q: 3 clusters Score -4307342 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4307669.000000 Penalty: 3455.071045
	Iteration 13Q: 3 clusters Score -4307669 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4307987.000000 Penalty: 3455.071045
	Iteration 14Q: 3 clusters Score -4307987 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4308268.500000 Penalty: 3455.071045
	Iteration 15Q: 3 clusters Score -4308268 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4308556.500000 Penalty: 3455.071045
	Iteration 16Q: 3 clusters Score -4308556 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4308859.000000 Penalty: 3455.071045
	Iteration 17Q: 3 clusters Score -4308859 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4309079.000000 Penalty: 3455.071045
	Iteration 18Q: 3 clusters Score -4309079 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4309332.000000 Penalty: 3455.071045
	Iteration 19Q: 3 clusters Score -4309332 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4309484.000000 Penalty: 3455.071045
	Iteration 20F: 3 clusters Score -4309484 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4309599.000000 Penalty: 3455.071045
	Iteration 21Q: 3 clusters Score -4309599 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4309715.500000 Penalty: 3455.071045
	Iteration 22Q: 3 clusters Score -4309716 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4309793.000000 Penalty: 3455.071045
	Iteration 23Q: 3 clusters Score -4309793 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4309869.000000 Penalty: 3455.071045
	Iteration 24Q: 3 clusters Score -4309869 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4309979.500000 Penalty: 3455.071045
	Iteration 25Q: 3 clusters Score -4309980 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4310100.000000 Penalty: 3455.071045
	Iteration 26Q: 3 clusters Score -4310100 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4310322.500000 Penalty: 3455.071045
	Iteration 27Q: 3 clusters Score -4310322 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4310578.500000 Penalty: 3455.071045
	Iteration 28Q: 3 clusters Score -4310578 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4310830.500000 Penalty: 3455.071045
	Iteration 29Q: 3 clusters Score -4310830 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4310967.500000 Penalty: 3455.071045
	Iteration 30Q: 3 clusters Score -4310968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4311009.000000 Penalty: 3455.071045
	Iteration 31Q: 3 clusters Score -4311009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4311045.000000 Penalty: 3455.071045
	Iteration 32Q: 3 clusters Score -4311045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4311077.000000 Penalty: 3455.071045
	Iteration 33Q: 3 clusters Score -4311077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4311132.000000 Penalty: 3455.071045
	Iteration 34Q: 3 clusters Score -4311132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4311196.000000 Penalty: 3455.071045
	Iteration 35Q: 3 clusters Score -4311196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4311301.000000 Penalty: 3455.071045
	Iteration 36Q: 3 clusters Score -4311301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4311425.500000 Penalty: 3455.071045
	Iteration 37Q: 3 clusters Score -4311426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4311487.500000 Penalty: 3455.071045
	Iteration 38Q: 3 clusters Score -4311488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4311508.500000 Penalty: 3455.071045
	Iteration 39Q: 3 clusters Score -4311508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4311513.500000 Penalty: 3455.071045
	Iteration 40F: 3 clusters Score -4311514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4311512.500000 Penalty: 3455.071045
	Iteration 41Q: 3 clusters Score -4311512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4311519.500000 Penalty: 3455.071045
	Iteration 42Q: 3 clusters Score -4311520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4311518.000000 Penalty: 3455.071045
	Iteration 43Q: 3 clusters Score -4311518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4311517.000000 Penalty: 3455.071045
	Iteration 44Q: 3 clusters Score -4311517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4311518.000000 Penalty: 3455.071045
	Iteration 45Q: 3 clusters Score -4311518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4311516.000000 Penalty: 3455.071045
	Iteration 46Q: 3 clusters Score -4311516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4311517.000000 Penalty: 3455.071045
	Iteration 47Q: 3 clusters Score -4311517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4311517.000000 Penalty: 3455.071045
	Iteration 48F: 3 clusters Score -4311517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72802 members 
Mstep: Class 5 contains 122353 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19675 members 
Mstep: Class 13 contains 28017 members 
Mstep: Class 14 contains 155513 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41653 members 
Mstep: Class 18 contains 61973 members 
Mstep: Class 19 contains 128970 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 38198 members 
Entering Unmasked Estep 
Score: -98868136.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98868848.000000 to -98868136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -60296.617188 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -60296.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59199.164062 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -59199.16 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59558.062500 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -59558.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59751.730469 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -59751.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60082.269531 Penalty: 2120.634521
	Iteration 3F: 3 clusters Score -60082.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60355.738281 Penalty: 2120.634521
	Iteration 4F: 3 clusters Score -60355.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60549.917969 Penalty: 2120.634521
	Iteration 5F: 3 clusters Score -60549.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60627.804688 Penalty: 2120.634521
	Iteration 6Q: 3 clusters Score -60627.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60749.609375 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -60749.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60793.000000 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -60793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60825.238281 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -60825.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60839.875000 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -60839.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60852.773438 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -60852.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60862.179688 Penalty: 2120.634521
	Iteration 12Q: 3 clusters Score -60862.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60863.074219 Penalty: 2120.634521
	Iteration 13Q: 3 clusters Score -60863.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60863.464844 Penalty: 2120.634521
	Iteration 14Q: 3 clusters Score -60863.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60863.464844 Penalty: 2120.634521
	Iteration 15F: 3 clusters Score -60863.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72802 members 
Mstep: Class 5 contains 122353 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19675 members 
Mstep: Class 13 contains 28017 members 
Mstep: Class 14 contains 155513 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41653 members 
Mstep: Class 18 contains 61973 members 
Mstep: Class 19 contains 128970 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 38198 members 
Entering Unmasked Estep 
Score: -98868184.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98868848.000000 to -98868184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (158738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Entering Unmasked Estep 
Score: -17102310.000000 Penalty: 1945.939087
	Iteration 0F: 2 clusters Score -1.710231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -16998690.000000 Penalty: 3891.878174
	Iteration 0F: 3 clusters Score -1.699869e+07 nChanged 76324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -17044030.000000 Penalty: 3891.878174
	Iteration 1F: 3 clusters Score -1.704403e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -17045086.000000 Penalty: 3891.878174
	Iteration 2Q: 3 clusters Score -1.704509e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -17046330.000000 Penalty: 3891.878174
	Iteration 3Q: 3 clusters Score -1.704633e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -17048474.000000 Penalty: 3891.878174
	Iteration 4Q: 3 clusters Score -1.704847e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -17051974.000000 Penalty: 3891.878174
	Iteration 5Q: 3 clusters Score -1.705197e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -17056880.000000 Penalty: 3891.878174
	Iteration 6F: 3 clusters Score -1.705688e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -17062802.000000 Penalty: 3891.878174
	Iteration 7F: 3 clusters Score -1.70628e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -17069528.000000 Penalty: 3891.878174
	Iteration 8F: 3 clusters Score -1.706953e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -17075396.000000 Penalty: 3891.878174
	Iteration 9F: 3 clusters Score -1.70754e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -17079902.000000 Penalty: 3891.878174
	Iteration 10F: 3 clusters Score -1.70799e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -17082652.000000 Penalty: 3891.878174
	Iteration 11Q: 3 clusters Score -1.708265e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -17084382.000000 Penalty: 3891.878174
	Iteration 12Q: 3 clusters Score -1.708438e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -17085684.000000 Penalty: 3891.878174
	Iteration 13Q: 3 clusters Score -1.708568e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -17087078.000000 Penalty: 3891.878174
	Iteration 14Q: 3 clusters Score -1.708708e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -17088550.000000 Penalty: 3891.878174
	Iteration 15Q: 3 clusters Score -1.708855e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -17090062.000000 Penalty: 3891.878174
	Iteration 16Q: 3 clusters Score -1.709006e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -17091374.000000 Penalty: 3891.878174
	Iteration 17Q: 3 clusters Score -1.709137e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -17092574.000000 Penalty: 3891.878174
	Iteration 18Q: 3 clusters Score -1.709257e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 102136 members 
Entering Unmasked Estep 
Score: -17093494.000000 Penalty: 3891.878174
	Iteration 19Q: 3 clusters Score -1.709349e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -17093990.000000 Penalty: 3891.878174
	Iteration 20F: 3 clusters Score -1.709399e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -17094462.000000 Penalty: 3891.878174
	Iteration 21Q: 3 clusters Score -1.709446e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -17094782.000000 Penalty: 3891.878174
	Iteration 22Q: 3 clusters Score -1.709478e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -17095120.000000 Penalty: 3891.878174
	Iteration 23Q: 3 clusters Score -1.709512e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 109894 members 
Entering Unmasked Estep 
Score: -17095374.000000 Penalty: 3891.878174
	Iteration 24Q: 3 clusters Score -1.709537e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -17095646.000000 Penalty: 3891.878174
	Iteration 25Q: 3 clusters Score -1.709565e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -17095872.000000 Penalty: 3891.878174
	Iteration 26Q: 3 clusters Score -1.709587e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -17096120.000000 Penalty: 3891.878174
	Iteration 27Q: 3 clusters Score -1.709612e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -17096348.000000 Penalty: 3891.878174
	Iteration 28Q: 3 clusters Score -1.709635e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -17096608.000000 Penalty: 3891.878174
	Iteration 29Q: 3 clusters Score -1.709661e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -17096810.000000 Penalty: 3891.878174
	Iteration 30Q: 3 clusters Score -1.709681e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -17097090.000000 Penalty: 3891.878174
	Iteration 31Q: 3 clusters Score -1.709709e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -17097290.000000 Penalty: 3891.878174
	Iteration 32Q: 3 clusters Score -1.709729e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -17097538.000000 Penalty: 3891.878174
	Iteration 33Q: 3 clusters Score -1.709754e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -17097756.000000 Penalty: 3891.878174
	Iteration 34Q: 3 clusters Score -1.709776e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -17098070.000000 Penalty: 3891.878174
	Iteration 35Q: 3 clusters Score -1.709807e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -17098234.000000 Penalty: 3891.878174
	Iteration 36Q: 3 clusters Score -1.709823e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 126212 members 
Entering Unmasked Estep 
Score: -17098418.000000 Penalty: 3891.878174
	Iteration 37Q: 3 clusters Score -1.709842e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -17098634.000000 Penalty: 3891.878174
	Iteration 38Q: 3 clusters Score -1.709863e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -17098914.000000 Penalty: 3891.878174
	Iteration 39Q: 3 clusters Score -1.709891e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -17099174.000000 Penalty: 3891.878174
	Iteration 40F: 3 clusters Score -1.709917e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -17099400.000000 Penalty: 3891.878174
	Iteration 41Q: 3 clusters Score -1.70994e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 131647 members 
Entering Unmasked Estep 
Score: -17099584.000000 Penalty: 3891.878174
	Iteration 42Q: 3 clusters Score -1.709958e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 132679 members 
Entering Unmasked Estep 
Score: -17099852.000000 Penalty: 3891.878174
	Iteration 43Q: 3 clusters Score -1.709985e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 133633 members 
Entering Unmasked Estep 
Score: -17100058.000000 Penalty: 3891.878174
	Iteration 44Q: 3 clusters Score -1.710006e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 134560 members 
Entering Unmasked Estep 
Score: -17100194.000000 Penalty: 3891.878174
	Iteration 45Q: 3 clusters Score -1.710019e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 135436 members 
Entering Unmasked Estep 
Score: -17100376.000000 Penalty: 3891.878174
	Iteration 46Q: 3 clusters Score -1.710038e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -17100462.000000 Penalty: 3891.878174
	Iteration 47Q: 3 clusters Score -1.710046e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 137087 members 
Entering Unmasked Estep 
Score: -17100582.000000 Penalty: 3891.878174
	Iteration 48Q: 3 clusters Score -1.710058e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 137889 members 
Entering Unmasked Estep 
Score: -17100740.000000 Penalty: 3891.878174
	Iteration 49Q: 3 clusters Score -1.710074e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -17100834.000000 Penalty: 3891.878174
	Iteration 50Q: 3 clusters Score -1.710083e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 139630 members 
Entering Unmasked Estep 
Score: -17101032.000000 Penalty: 3891.878174
	Iteration 51Q: 3 clusters Score -1.710103e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 140499 members 
Entering Unmasked Estep 
Score: -17101206.000000 Penalty: 3891.878174
	Iteration 52Q: 3 clusters Score -1.710121e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 141425 members 
Entering Unmasked Estep 
Score: -17101372.000000 Penalty: 3891.878174
	Iteration 53Q: 3 clusters Score -1.710137e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -17101524.000000 Penalty: 3891.878174
	Iteration 54Q: 3 clusters Score -1.710152e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 143424 members 
Entering Unmasked Estep 
Score: -17101638.000000 Penalty: 3891.878174
	Iteration 55Q: 3 clusters Score -1.710164e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 144487 members 
Entering Unmasked Estep 
Score: -17101762.000000 Penalty: 3891.878174
	Iteration 56Q: 3 clusters Score -1.710176e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 145591 members 
Entering Unmasked Estep 
Score: -17101846.000000 Penalty: 3891.878174
	Iteration 57Q: 3 clusters Score -1.710185e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -17101894.000000 Penalty: 3891.878174
	Iteration 58Q: 3 clusters Score -1.710189e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -17101924.000000 Penalty: 3891.878174
	Iteration 59Q: 3 clusters Score -1.710192e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 148621 members 
Entering Unmasked Estep 
Score: -17101962.000000 Penalty: 3891.878174
	Iteration 60F: 3 clusters Score -1.710196e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -17101920.000000 Penalty: 3891.878174
	Iteration 61Q: 3 clusters Score -1.710192e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -17101878.000000 Penalty: 3891.878174
	Iteration 62Q: 3 clusters Score -1.710188e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -17101862.000000 Penalty: 3891.878174
	Iteration 63Q: 3 clusters Score -1.710186e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 151967 members 
Entering Unmasked Estep 
Score: -17101846.000000 Penalty: 3891.878174
	Iteration 64Q: 3 clusters Score -1.710185e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -17101818.000000 Penalty: 3891.878174
	Iteration 65Q: 3 clusters Score -1.710182e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -17101688.000000 Penalty: 3891.878174
	Iteration 66Q: 3 clusters Score -1.710169e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 153775 members 
Entering Unmasked Estep 
Score: -17101720.000000 Penalty: 3891.878174
	Iteration 67Q: 3 clusters Score -1.710172e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -17101754.000000 Penalty: 3891.878174
	Iteration 68Q: 3 clusters Score -1.710175e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -17101686.000000 Penalty: 3891.878174
	Iteration 69Q: 3 clusters Score -1.710169e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 155037 members 
Entering Unmasked Estep 
Score: -17101596.000000 Penalty: 3891.878174
	Iteration 70Q: 3 clusters Score -1.71016e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -17101522.000000 Penalty: 3891.878174
	Iteration 71Q: 3 clusters Score -1.710152e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -17101446.000000 Penalty: 3891.878174
	Iteration 72Q: 3 clusters Score -1.710145e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -17101432.000000 Penalty: 3891.878174
	Iteration 73Q: 3 clusters Score -1.710143e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 156134 members 
Entering Unmasked Estep 
Score: -17101414.000000 Penalty: 3891.878174
	Iteration 74Q: 3 clusters Score -1.710141e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 156332 members 
Entering Unmasked Estep 
Score: -17101416.000000 Penalty: 3891.878174
	Iteration 75Q: 3 clusters Score -1.710142e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -17101386.000000 Penalty: 3891.878174
	Iteration 76Q: 3 clusters Score -1.710139e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -17101386.000000 Penalty: 3891.878174
	Iteration 77Q: 3 clusters Score -1.710139e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -17101388.000000 Penalty: 3891.878174
	Iteration 78Q: 3 clusters Score -1.710139e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 156870 members 
Entering Unmasked Estep 
Score: -17101356.000000 Penalty: 3891.878174
	Iteration 79Q: 3 clusters Score -1.710136e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 156960 members 
Entering Unmasked Estep 
Score: -17101348.000000 Penalty: 3891.878174
	Iteration 80F: 3 clusters Score -1.710135e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 157034 members 
Entering Unmasked Estep 
Score: -17101326.000000 Penalty: 3891.878174
	Iteration 81Q: 3 clusters Score -1.710133e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -17101316.000000 Penalty: 3891.878174
	Iteration 82Q: 3 clusters Score -1.710132e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -17101318.000000 Penalty: 3891.878174
	Iteration 83Q: 3 clusters Score -1.710132e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -17101332.000000 Penalty: 3891.878174
	Iteration 84Q: 3 clusters Score -1.710133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -17101320.000000 Penalty: 3891.878174
	Iteration 85Q: 3 clusters Score -1.710132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 157296 members 
Entering Unmasked Estep 
Score: -17101318.000000 Penalty: 3891.878174
	Iteration 86Q: 3 clusters Score -1.710132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 157323 members 
Entering Unmasked Estep 
Score: -17101318.000000 Penalty: 3891.878174
	Iteration 87Q: 3 clusters Score -1.710132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 157354 members 
Entering Unmasked Estep 
Score: -17101296.000000 Penalty: 3891.878174
	Iteration 88Q: 3 clusters Score -1.71013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -17101286.000000 Penalty: 3891.878174
	Iteration 89Q: 3 clusters Score -1.710129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -17101270.000000 Penalty: 3891.878174
	Iteration 90Q: 3 clusters Score -1.710127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -17101272.000000 Penalty: 3891.878174
	Iteration 91Q: 3 clusters Score -1.710127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -17101270.000000 Penalty: 3891.878174
	Iteration 92Q: 3 clusters Score -1.710127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 157489 members 
Entering Unmasked Estep 
Score: -17101276.000000 Penalty: 3891.878174
	Iteration 93Q: 3 clusters Score -1.710128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -17101262.000000 Penalty: 3891.878174
	Iteration 94Q: 3 clusters Score -1.710126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -17101264.000000 Penalty: 3891.878174
	Iteration 95Q: 3 clusters Score -1.710126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 157549 members 
Entering Unmasked Estep 
Score: -17101256.000000 Penalty: 3891.878174
	Iteration 96Q: 3 clusters Score -1.710126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 157575 members 
Entering Unmasked Estep 
Score: -17101256.000000 Penalty: 3891.878174
	Iteration 97Q: 3 clusters Score -1.710126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -17101236.000000 Penalty: 3891.878174
	Iteration 98Q: 3 clusters Score -1.710124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -17101220.000000 Penalty: 3891.878174
	Iteration 99Q: 3 clusters Score -1.710122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -17101240.000000 Penalty: 3891.878174
	Iteration 100F: 3 clusters Score -1.710124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -17101228.000000 Penalty: 3891.878174
	Iteration 101Q: 3 clusters Score -1.710123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -17101212.000000 Penalty: 3891.878174
	Iteration 102Q: 3 clusters Score -1.710121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -17101222.000000 Penalty: 3891.878174
	Iteration 103Q: 3 clusters Score -1.710122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -17101184.000000 Penalty: 3891.878174
	Iteration 104Q: 3 clusters Score -1.710118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 157726 members 
Entering Unmasked Estep 
Score: -17101200.000000 Penalty: 3891.878174
	Iteration 105Q: 3 clusters Score -1.71012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -17101190.000000 Penalty: 3891.878174
	Iteration 106Q: 3 clusters Score -1.710119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -17101190.000000 Penalty: 3891.878174
	Iteration 107Q: 3 clusters Score -1.710119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 157781 members 
Entering Unmasked Estep 
Score: -17101192.000000 Penalty: 3891.878174
	Iteration 108Q: 3 clusters Score -1.710119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 157802 members 
Entering Unmasked Estep 
Score: -17101196.000000 Penalty: 3891.878174
	Iteration 109Q: 3 clusters Score -1.71012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -17101210.000000 Penalty: 3891.878174
	Iteration 110Q: 3 clusters Score -1.710121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -17101192.000000 Penalty: 3891.878174
	Iteration 111Q: 3 clusters Score -1.710119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 157835 members 
Entering Unmasked Estep 
Score: -17101210.000000 Penalty: 3891.878174
	Iteration 112Q: 3 clusters Score -1.710121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 157843 members 
Entering Unmasked Estep 
Score: -17101196.000000 Penalty: 3891.878174
	Iteration 113Q: 3 clusters Score -1.71012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -17101202.000000 Penalty: 3891.878174
	Iteration 114Q: 3 clusters Score -1.71012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -17101200.000000 Penalty: 3891.878174
	Iteration 115Q: 3 clusters Score -1.71012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 157860 members 
Entering Unmasked Estep 
Score: -17101182.000000 Penalty: 3891.878174
	Iteration 116Q: 3 clusters Score -1.710118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 157866 members 
Entering Unmasked Estep 
Score: -17101184.000000 Penalty: 3891.878174
	Iteration 117Q: 3 clusters Score -1.710118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -17101180.000000 Penalty: 3891.878174
	Iteration 118Q: 3 clusters Score -1.710118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -17101174.000000 Penalty: 3891.878174
	Iteration 119Q: 3 clusters Score -1.710117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -17101188.000000 Penalty: 3891.878174
	Iteration 120F: 3 clusters Score -1.710119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -17101180.000000 Penalty: 3891.878174
	Iteration 121Q: 3 clusters Score -1.710118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 157884 members 
Entering Unmasked Estep 
Score: -17101184.000000 Penalty: 3891.878174
	Iteration 122Q: 3 clusters Score -1.710118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 157886 members 
Entering Unmasked Estep 
Score: -17101182.000000 Penalty: 3891.878174
	Iteration 123Q: 3 clusters Score -1.710118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -17101176.000000 Penalty: 3891.878174
	Iteration 124Q: 3 clusters Score -1.710118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -17101184.000000 Penalty: 3891.878174
	Iteration 125Q: 3 clusters Score -1.710118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 157890 members 
Entering Unmasked Estep 
Score: -17101178.000000 Penalty: 3891.878174
	Iteration 126Q: 3 clusters Score -1.710118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -17101178.000000 Penalty: 3891.878174
	Iteration 127Q: 3 clusters Score -1.710118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -17101188.000000 Penalty: 3891.878174
	Iteration 128Q: 3 clusters Score -1.710119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -17101194.000000 Penalty: 3891.878174
	Iteration 129Q: 3 clusters Score -1.710119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 157901 members 
Entering Unmasked Estep 
Score: -17101182.000000 Penalty: 3891.878174
	Iteration 130Q: 3 clusters Score -1.710118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -17101178.000000 Penalty: 3891.878174
	Iteration 131Q: 3 clusters Score -1.710118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -17101168.000000 Penalty: 3891.878174
	Iteration 132Q: 3 clusters Score -1.710117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -17101158.000000 Penalty: 3891.878174
	Iteration 133Q: 3 clusters Score -1.710116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -17101150.000000 Penalty: 3891.878174
	Iteration 134Q: 3 clusters Score -1.710115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -17101162.000000 Penalty: 3891.878174
	Iteration 135Q: 3 clusters Score -1.710116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -17101164.000000 Penalty: 3891.878174
	Iteration 136Q: 3 clusters Score -1.710116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -17101148.000000 Penalty: 3891.878174
	Iteration 137Q: 3 clusters Score -1.710115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 157939 members 
Entering Unmasked Estep 
Score: -17101162.000000 Penalty: 3891.878174
	Iteration 138Q: 3 clusters Score -1.710116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 157939 members 
Entering Unmasked Estep 
Score: -17101162.000000 Penalty: 3891.878174
	Iteration 139F: 3 clusters Score -1.710116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Entering Unmasked Estep 
Score: -8005254.000000 Penalty: 1819.268555
	Iteration 0F: 2 clusters Score -8005254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -7956781.000000 Penalty: 3638.537109
	Iteration 0F: 3 clusters Score -7956781 nChanged 34356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -7976314.500000 Penalty: 3638.537109
	Iteration 1F: 3 clusters Score -7976314 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -7976825.500000 Penalty: 3638.537109
	Iteration 2Q: 3 clusters Score -7976826 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7977402.500000 Penalty: 3638.537109
	Iteration 3Q: 3 clusters Score -7977402 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -7978066.000000 Penalty: 3638.537109
	Iteration 4Q: 3 clusters Score -7978066 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -7978934.500000 Penalty: 3638.537109
	Iteration 5Q: 3 clusters Score -7978934 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -7980215.000000 Penalty: 3638.537109
	Iteration 6Q: 3 clusters Score -7980215 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -7982254.000000 Penalty: 3638.537109
	Iteration 7Q: 3 clusters Score -7982254 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -7985024.500000 Penalty: 3638.537109
	Iteration 8F: 3 clusters Score -7985024 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -7988358.500000 Penalty: 3638.537109
	Iteration 9F: 3 clusters Score -7988358 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -7991463.000000 Penalty: 3638.537109
	Iteration 10F: 3 clusters Score -7991463 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -7992998.000000 Penalty: 3638.537109
	Iteration 11Q: 3 clusters Score -7992998 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -7993545.500000 Penalty: 3638.537109
	Iteration 12Q: 3 clusters Score -7993546 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -7993800.000000 Penalty: 3638.537109
	Iteration 13Q: 3 clusters Score -7993800 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -7993948.500000 Penalty: 3638.537109
	Iteration 14Q: 3 clusters Score -7993948 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -7994076.500000 Penalty: 3638.537109
	Iteration 15Q: 3 clusters Score -7994076 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -7994186.500000 Penalty: 3638.537109
	Iteration 16Q: 3 clusters Score -7994186 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -7994283.000000 Penalty: 3638.537109
	Iteration 17Q: 3 clusters Score -7994283 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -7994382.000000 Penalty: 3638.537109
	Iteration 18Q: 3 clusters Score -7994382 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -7994510.500000 Penalty: 3638.537109
	Iteration 19Q: 3 clusters Score -7994510 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -7994619.000000 Penalty: 3638.537109
	Iteration 20F: 3 clusters Score -7994619 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -7994756.500000 Penalty: 3638.537109
	Iteration 21Q: 3 clusters Score -7994756 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -7994895.000000 Penalty: 3638.537109
	Iteration 22Q: 3 clusters Score -7994895 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7995122.000000 Penalty: 3638.537109
	Iteration 23Q: 3 clusters Score -7995122 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7995274.500000 Penalty: 3638.537109
	Iteration 24Q: 3 clusters Score -7995274 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -7995492.000000 Penalty: 3638.537109
	Iteration 25Q: 3 clusters Score -7995492 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -7995707.500000 Penalty: 3638.537109
	Iteration 26Q: 3 clusters Score -7995708 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7995875.500000 Penalty: 3638.537109
	Iteration 27Q: 3 clusters Score -7995876 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7996112.500000 Penalty: 3638.537109
	Iteration 28Q: 3 clusters Score -7996112 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -7996380.500000 Penalty: 3638.537109
	Iteration 29Q: 3 clusters Score -7996380 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -7996671.500000 Penalty: 3638.537109
	Iteration 30Q: 3 clusters Score -7996672 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -7996973.500000 Penalty: 3638.537109
	Iteration 31Q: 3 clusters Score -7996974 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -7997302.500000 Penalty: 3638.537109
	Iteration 32Q: 3 clusters Score -7997302 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -7997683.000000 Penalty: 3638.537109
	Iteration 33Q: 3 clusters Score -7997683 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -7998036.500000 Penalty: 3638.537109
	Iteration 34Q: 3 clusters Score -7998036 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -7998378.500000 Penalty: 3638.537109
	Iteration 35Q: 3 clusters Score -7998378 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -7998713.500000 Penalty: 3638.537109
	Iteration 36Q: 3 clusters Score -7998714 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -7999070.000000 Penalty: 3638.537109
	Iteration 37Q: 3 clusters Score -7999070 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7999449.500000 Penalty: 3638.537109
	Iteration 38Q: 3 clusters Score -7999450 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -7999838.500000 Penalty: 3638.537109
	Iteration 39Q: 3 clusters Score -7999838 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8000212.500000 Penalty: 3638.537109
	Iteration 40F: 3 clusters Score -8000212 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8000662.000000 Penalty: 3638.537109
	Iteration 41Q: 3 clusters Score -8000662 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8001084.000000 Penalty: 3638.537109
	Iteration 42Q: 3 clusters Score -8001084 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8001467.500000 Penalty: 3638.537109
	Iteration 43Q: 3 clusters Score -8001468 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8001799.500000 Penalty: 3638.537109
	Iteration 44Q: 3 clusters Score -8001800 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8002103.000000 Penalty: 3638.537109
	Iteration 45Q: 3 clusters Score -8002103 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8002373.000000 Penalty: 3638.537109
	Iteration 46Q: 3 clusters Score -8002373 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8002630.000000 Penalty: 3638.537109
	Iteration 47Q: 3 clusters Score -8002630 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8002863.500000 Penalty: 3638.537109
	Iteration 48Q: 3 clusters Score -8002864 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8003030.500000 Penalty: 3638.537109
	Iteration 49Q: 3 clusters Score -8003030 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8003182.500000 Penalty: 3638.537109
	Iteration 50Q: 3 clusters Score -8003182 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8003303.500000 Penalty: 3638.537109
	Iteration 51Q: 3 clusters Score -8003304 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8003379.000000 Penalty: 3638.537109
	Iteration 52Q: 3 clusters Score -8003379 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8003437.500000 Penalty: 3638.537109
	Iteration 53Q: 3 clusters Score -8003438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8003494.000000 Penalty: 3638.537109
	Iteration 54Q: 3 clusters Score -8003494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8003535.500000 Penalty: 3638.537109
	Iteration 55Q: 3 clusters Score -8003536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8003558.500000 Penalty: 3638.537109
	Iteration 56Q: 3 clusters Score -8003558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8003596.000000 Penalty: 3638.537109
	Iteration 57Q: 3 clusters Score -8003596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8003639.000000 Penalty: 3638.537109
	Iteration 58Q: 3 clusters Score -8003639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8003645.000000 Penalty: 3638.537109
	Iteration 59Q: 3 clusters Score -8003645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8003656.000000 Penalty: 3638.537109
	Iteration 60F: 3 clusters Score -8003656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8003665.500000 Penalty: 3638.537109
	Iteration 61Q: 3 clusters Score -8003666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8003680.500000 Penalty: 3638.537109
	Iteration 62Q: 3 clusters Score -8003680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8003688.000000 Penalty: 3638.537109
	Iteration 63Q: 3 clusters Score -8003688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8003701.000000 Penalty: 3638.537109
	Iteration 64Q: 3 clusters Score -8003701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8003722.500000 Penalty: 3638.537109
	Iteration 65Q: 3 clusters Score -8003722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8003720.500000 Penalty: 3638.537109
	Iteration 66Q: 3 clusters Score -8003720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8003729.500000 Penalty: 3638.537109
	Iteration 67Q: 3 clusters Score -8003730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8003733.000000 Penalty: 3638.537109
	Iteration 68Q: 3 clusters Score -8003733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8003736.000000 Penalty: 3638.537109
	Iteration 69Q: 3 clusters Score -8003736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8003741.000000 Penalty: 3638.537109
	Iteration 70Q: 3 clusters Score -8003741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8003743.500000 Penalty: 3638.537109
	Iteration 71Q: 3 clusters Score -8003744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8003748.000000 Penalty: 3638.537109
	Iteration 72Q: 3 clusters Score -8003748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8003751.500000 Penalty: 3638.537109
	Iteration 73Q: 3 clusters Score -8003752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72296 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8003748.500000 Penalty: 3638.537109
	Iteration 74Q: 3 clusters Score -8003748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8003747.000000 Penalty: 3638.537109
	Iteration 75Q: 3 clusters Score -8003747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8003747.000000 Penalty: 3638.537109
	Iteration 76F: 3 clusters Score -8003747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122353 members 
Entering Unmasked Estep 
Score: -13392422.000000 Penalty: 1903.633179
	Iteration 0F: 2 clusters Score -1.339242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -13310619.000000 Penalty: 3807.266357
	Iteration 0F: 3 clusters Score -1.331062e+07 nChanged 58701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -13345009.000000 Penalty: 3807.266357
	Iteration 1F: 3 clusters Score -1.334501e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -13345859.000000 Penalty: 3807.266357
	Iteration 2Q: 3 clusters Score -1.334586e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -13347056.000000 Penalty: 3807.266357
	Iteration 3Q: 3 clusters Score -1.334706e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -13349301.000000 Penalty: 3807.266357
	Iteration 4Q: 3 clusters Score -1.33493e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -13353115.000000 Penalty: 3807.266357
	Iteration 5F: 3 clusters Score -1.335312e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -13359528.000000 Penalty: 3807.266357
	Iteration 6F: 3 clusters Score -1.335953e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -13367970.000000 Penalty: 3807.266357
	Iteration 7F: 3 clusters Score -1.336797e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -13375954.000000 Penalty: 3807.266357
	Iteration 8F: 3 clusters Score -1.337595e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -13381609.000000 Penalty: 3807.266357
	Iteration 9Q: 3 clusters Score -1.338161e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -13384537.000000 Penalty: 3807.266357
	Iteration 10Q: 3 clusters Score -1.338454e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -13385959.000000 Penalty: 3807.266357
	Iteration 11Q: 3 clusters Score -1.338596e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -13387119.000000 Penalty: 3807.266357
	Iteration 12Q: 3 clusters Score -1.338712e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -13387941.000000 Penalty: 3807.266357
	Iteration 13Q: 3 clusters Score -1.338794e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -13388613.000000 Penalty: 3807.266357
	Iteration 14Q: 3 clusters Score -1.338861e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -13389122.000000 Penalty: 3807.266357
	Iteration 15Q: 3 clusters Score -1.338912e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -13389575.000000 Penalty: 3807.266357
	Iteration 16Q: 3 clusters Score -1.338958e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -13389913.000000 Penalty: 3807.266357
	Iteration 17Q: 3 clusters Score -1.338991e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -13390236.000000 Penalty: 3807.266357
	Iteration 18Q: 3 clusters Score -1.339024e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 115898 members 
Entering Unmasked Estep 
Score: -13390446.000000 Penalty: 3807.266357
	Iteration 19Q: 3 clusters Score -1.339045e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 116411 members 
Entering Unmasked Estep 
Score: -13390681.000000 Penalty: 3807.266357
	Iteration 20F: 3 clusters Score -1.339068e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -13390823.000000 Penalty: 3807.266357
	Iteration 21Q: 3 clusters Score -1.339082e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
Score: -13390949.000000 Penalty: 3807.266357
	Iteration 22Q: 3 clusters Score -1.339095e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -13391044.000000 Penalty: 3807.266357
	Iteration 23Q: 3 clusters Score -1.339104e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 117723 members 
Entering Unmasked Estep 
Score: -13391161.000000 Penalty: 3807.266357
	Iteration 24Q: 3 clusters Score -1.339116e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -13391206.000000 Penalty: 3807.266357
	Iteration 25Q: 3 clusters Score -1.339121e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 118127 members 
Entering Unmasked Estep 
Score: -13391260.000000 Penalty: 3807.266357
	Iteration 26Q: 3 clusters Score -1.339126e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -13391311.000000 Penalty: 3807.266357
	Iteration 27Q: 3 clusters Score -1.339131e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 118413 members 
Entering Unmasked Estep 
Score: -13391330.000000 Penalty: 3807.266357
	Iteration 28Q: 3 clusters Score -1.339133e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -13391357.000000 Penalty: 3807.266357
	Iteration 29Q: 3 clusters Score -1.339136e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -13391368.000000 Penalty: 3807.266357
	Iteration 30Q: 3 clusters Score -1.339137e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 118720 members 
Entering Unmasked Estep 
Score: -13391382.000000 Penalty: 3807.266357
	Iteration 31Q: 3 clusters Score -1.339138e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -13391416.000000 Penalty: 3807.266357
	Iteration 32Q: 3 clusters Score -1.339142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 118868 members 
Entering Unmasked Estep 
Score: -13391425.000000 Penalty: 3807.266357
	Iteration 33Q: 3 clusters Score -1.339142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -13391425.000000 Penalty: 3807.266357
	Iteration 34Q: 3 clusters Score -1.339142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 118996 members 
Entering Unmasked Estep 
Score: -13391428.000000 Penalty: 3807.266357
	Iteration 35Q: 3 clusters Score -1.339143e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -13391445.000000 Penalty: 3807.266357
	Iteration 36Q: 3 clusters Score -1.339144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -13391465.000000 Penalty: 3807.266357
	Iteration 37Q: 3 clusters Score -1.339146e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 119139 members 
Entering Unmasked Estep 
Score: -13391455.000000 Penalty: 3807.266357
	Iteration 38Q: 3 clusters Score -1.339146e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -13391461.000000 Penalty: 3807.266357
	Iteration 39Q: 3 clusters Score -1.339146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 119202 members 
Entering Unmasked Estep 
Score: -13391465.000000 Penalty: 3807.266357
	Iteration 40F: 3 clusters Score -1.339146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -13391474.000000 Penalty: 3807.266357
	Iteration 41Q: 3 clusters Score -1.339147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 119259 members 
Entering Unmasked Estep 
Score: -13391472.000000 Penalty: 3807.266357
	Iteration 42Q: 3 clusters Score -1.339147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -13391487.000000 Penalty: 3807.266357
	Iteration 43Q: 3 clusters Score -1.339149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 119306 members 
Entering Unmasked Estep 
Score: -13391494.000000 Penalty: 3807.266357
	Iteration 44Q: 3 clusters Score -1.339149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 119323 members 
Entering Unmasked Estep 
Score: -13391493.000000 Penalty: 3807.266357
	Iteration 45Q: 3 clusters Score -1.339149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 119340 members 
Entering Unmasked Estep 
Score: -13391510.000000 Penalty: 3807.266357
	Iteration 46Q: 3 clusters Score -1.339151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 119353 members 
Entering Unmasked Estep 
Score: -13391509.000000 Penalty: 3807.266357
	Iteration 47Q: 3 clusters Score -1.339151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -13391510.000000 Penalty: 3807.266357
	Iteration 48Q: 3 clusters Score -1.339151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 119369 members 
Entering Unmasked Estep 
Score: -13391511.000000 Penalty: 3807.266357
	Iteration 49Q: 3 clusters Score -1.339151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 119370 members 
Entering Unmasked Estep 
Score: -13391515.000000 Penalty: 3807.266357
	Iteration 50Q: 3 clusters Score -1.339152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 119371 members 
Entering Unmasked Estep 
Score: -13391515.000000 Penalty: 3807.266357
	Iteration 51Q: 3 clusters Score -1.339152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 119373 members 
Entering Unmasked Estep 
Score: -13391511.000000 Penalty: 3807.266357
	Iteration 52Q: 3 clusters Score -1.339151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -13391507.000000 Penalty: 3807.266357
	Iteration 53Q: 3 clusters Score -1.339151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 119379 members 
Entering Unmasked Estep 
Score: -13391507.000000 Penalty: 3807.266357
	Iteration 54Q: 3 clusters Score -1.339151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 119381 members 
Entering Unmasked Estep 
Score: -13391510.000000 Penalty: 3807.266357
	Iteration 55Q: 3 clusters Score -1.339151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -13391509.000000 Penalty: 3807.266357
	Iteration 56Q: 3 clusters Score -1.339151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 119388 members 
Entering Unmasked Estep 
Score: -13391511.000000 Penalty: 3807.266357
	Iteration 57Q: 3 clusters Score -1.339151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -13391516.000000 Penalty: 3807.266357
	Iteration 58Q: 3 clusters Score -1.339152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -13391518.000000 Penalty: 3807.266357
	Iteration 59Q: 3 clusters Score -1.339152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -13391521.000000 Penalty: 3807.266357
	Iteration 60F: 3 clusters Score -1.339152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -13391524.000000 Penalty: 3807.266357
	Iteration 61Q: 3 clusters Score -1.339152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -13391527.000000 Penalty: 3807.266357
	Iteration 62Q: 3 clusters Score -1.339153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 119409 members 
Entering Unmasked Estep 
Score: -13391526.000000 Penalty: 3807.266357
	Iteration 63Q: 3 clusters Score -1.339153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -13391518.000000 Penalty: 3807.266357
	Iteration 64Q: 3 clusters Score -1.339152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 119415 members 
Entering Unmasked Estep 
Score: -13391526.000000 Penalty: 3807.266357
	Iteration 65Q: 3 clusters Score -1.339153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 119416 members 
Entering Unmasked Estep 
Score: -13391529.000000 Penalty: 3807.266357
	Iteration 66Q: 3 clusters Score -1.339153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 119418 members 
Entering Unmasked Estep 
Score: -13391527.000000 Penalty: 3807.266357
	Iteration 67Q: 3 clusters Score -1.339153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -13391521.000000 Penalty: 3807.266357
	Iteration 68Q: 3 clusters Score -1.339152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -13391521.000000 Penalty: 3807.266357
	Iteration 69Q: 3 clusters Score -1.339152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -13391521.000000 Penalty: 3807.266357
	Iteration 70F: 3 clusters Score -1.339152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -221371.109375 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -221371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -219251.656250 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -219251.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -219677.265625 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -219677.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -219793.421875 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -219793.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219859.234375 Penalty: 2474.330566
	Iteration 3Q: 3 clusters Score -219859.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -219893.531250 Penalty: 2474.330566
	Iteration 4Q: 3 clusters Score -219893.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219926.953125 Penalty: 2474.330566
	Iteration 5Q: 3 clusters Score -219927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -219961.421875 Penalty: 2474.330566
	Iteration 6Q: 3 clusters Score -219961.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -219990.125000 Penalty: 2474.330566
	Iteration 7Q: 3 clusters Score -219990.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -220016.000000 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -220016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -220031.031250 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -220031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -220048.125000 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -220048.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -220072.109375 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -220072.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -220090.125000 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -220090.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -220110.953125 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -220111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -220122.500000 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -220122.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -220131.468750 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -220131.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -220139.531250 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -220139.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -220147.000000 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -220147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -220152.687500 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -220152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -220159.062500 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -220159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -220164.671875 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -220164.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -220169.015625 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -220169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -220174.765625 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -220174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -220182.078125 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -220182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -220186.109375 Penalty: 2474.330566
	Iteration 24Q: 3 clusters Score -220186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -220192.031250 Penalty: 2474.330566
	Iteration 25Q: 3 clusters Score -220192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -220198.406250 Penalty: 2474.330566
	Iteration 26Q: 3 clusters Score -220198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -220201.046875 Penalty: 2474.330566
	Iteration 27Q: 3 clusters Score -220201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -220202.859375 Penalty: 2474.330566
	Iteration 28Q: 3 clusters Score -220202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -220203.671875 Penalty: 2474.330566
	Iteration 29Q: 3 clusters Score -220203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -220205.218750 Penalty: 2474.330566
	Iteration 30Q: 3 clusters Score -220205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -220205.968750 Penalty: 2474.330566
	Iteration 31Q: 3 clusters Score -220206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -220206.812500 Penalty: 2474.330566
	Iteration 32Q: 3 clusters Score -220206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -220210.046875 Penalty: 2474.330566
	Iteration 33Q: 3 clusters Score -220210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -220212.937500 Penalty: 2474.330566
	Iteration 34Q: 3 clusters Score -220212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -220216.125000 Penalty: 2474.330566
	Iteration 35Q: 3 clusters Score -220216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -220219.437500 Penalty: 2474.330566
	Iteration 36Q: 3 clusters Score -220219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -220222.000000 Penalty: 2474.330566
	Iteration 37Q: 3 clusters Score -220222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -220223.000000 Penalty: 2474.330566
	Iteration 38Q: 3 clusters Score -220223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -220223.750000 Penalty: 2474.330566
	Iteration 39Q: 3 clusters Score -220223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -220224.218750 Penalty: 2474.330566
	Iteration 40F: 3 clusters Score -220224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -220225.671875 Penalty: 2474.330566
	Iteration 41Q: 3 clusters Score -220225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -220227.593750 Penalty: 2474.330566
	Iteration 42Q: 3 clusters Score -220227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -220229.890625 Penalty: 2474.330566
	Iteration 43Q: 3 clusters Score -220229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -220230.765625 Penalty: 2474.330566
	Iteration 44Q: 3 clusters Score -220230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -220232.390625 Penalty: 2474.330566
	Iteration 45Q: 3 clusters Score -220232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -220233.875000 Penalty: 2474.330566
	Iteration 46Q: 3 clusters Score -220233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -220234.937500 Penalty: 2474.330566
	Iteration 47Q: 3 clusters Score -220234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -220236.250000 Penalty: 2474.330566
	Iteration 48Q: 3 clusters Score -220236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -220236.250000 Penalty: 2474.330566
	Iteration 49F: 3 clusters Score -220236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -295228.062500 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -295228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -292662.375000 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -292662.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -293257.625000 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -293257.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -293385.875000 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -293385.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -293460.062500 Penalty: 2581.614014
	Iteration 3Q: 3 clusters Score -293460.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -293512.218750 Penalty: 2581.614014
	Iteration 4Q: 3 clusters Score -293512.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -293564.125000 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -293564.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293608.500000 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -293608.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -293637.406250 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -293637.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -293664.062500 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -293664.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -293682.500000 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -293682.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -293704.968750 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -293705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -293734.562500 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -293734.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -293759.406250 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -293759.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -293786.250000 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -293786.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -293808.187500 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -293808.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -293827.156250 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -293827.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -293843.937500 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -293843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -293855.125000 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -293855.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -293870.437500 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -293870.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -293885.343750 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -293885.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -293896.718750 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -293896.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -293910.937500 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -293910.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -293923.875000 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -293923.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -293937.375000 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -293937.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -293951.093750 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -293951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293961.562500 Penalty: 2581.614014
	Iteration 25Q: 3 clusters Score -293961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -293974.718750 Penalty: 2581.614014
	Iteration 26Q: 3 clusters Score -293974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -293990.062500 Penalty: 2581.614014
	Iteration 27Q: 3 clusters Score -293990.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -294006.500000 Penalty: 2581.614014
	Iteration 28Q: 3 clusters Score -294006.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -294022.468750 Penalty: 2581.614014
	Iteration 29Q: 3 clusters Score -294022.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -294037.812500 Penalty: 2581.614014
	Iteration 30Q: 3 clusters Score -294037.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -294050.375000 Penalty: 2581.614014
	Iteration 31Q: 3 clusters Score -294050.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -294062.250000 Penalty: 2581.614014
	Iteration 32Q: 3 clusters Score -294062.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -294072.031250 Penalty: 2581.614014
	Iteration 33Q: 3 clusters Score -294072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -294077.156250 Penalty: 2581.614014
	Iteration 34Q: 3 clusters Score -294077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -294082.718750 Penalty: 2581.614014
	Iteration 35Q: 3 clusters Score -294082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -294083.562500 Penalty: 2581.614014
	Iteration 36Q: 3 clusters Score -294083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -294085.218750 Penalty: 2581.614014
	Iteration 37Q: 3 clusters Score -294085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -294086.156250 Penalty: 2581.614014
	Iteration 38Q: 3 clusters Score -294086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -294087.625000 Penalty: 2581.614014
	Iteration 39Q: 3 clusters Score -294087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -294091.062500 Penalty: 2581.614014
	Iteration 40F: 3 clusters Score -294091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -294092.781250 Penalty: 2581.614014
	Iteration 41Q: 3 clusters Score -294092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -294095.531250 Penalty: 2581.614014
	Iteration 42Q: 3 clusters Score -294095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -294097.500000 Penalty: 2581.614014
	Iteration 43Q: 3 clusters Score -294097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -294100.781250 Penalty: 2581.614014
	Iteration 44Q: 3 clusters Score -294100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -294102.000000 Penalty: 2581.614014
	Iteration 45Q: 3 clusters Score -294102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -294102.812500 Penalty: 2581.614014
	Iteration 46Q: 3 clusters Score -294102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -294102.812500 Penalty: 2581.614014
	Iteration 47F: 3 clusters Score -294102.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -134031.921875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -134031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132446.468750 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -132446.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -132731.484375 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -132731.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132815.078125 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -132815.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132850.687500 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -132850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132865.796875 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -132865.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132879.046875 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -132879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -132888.890625 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -132888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132894.750000 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -132894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132901.750000 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -132901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132911.593750 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -132911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -132915.500000 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -132915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -132919.953125 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -132920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132925.656250 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -132925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132928.078125 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -132928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132929.640625 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -132929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132929.765625 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -132929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132929.765625 Penalty: 2312.035645
	Iteration 16F: 3 clusters Score -132929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -153456.906250 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -153456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151734.328125 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -151734.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152057.125000 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -152057.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152151.921875 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -152151.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152211.062500 Penalty: 2355.763916
	Iteration 3Q: 3 clusters Score -152211.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152242.359375 Penalty: 2355.763916
	Iteration 4Q: 3 clusters Score -152242.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152270.546875 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -152270.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152297.515625 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -152297.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152313.437500 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -152313.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152321.968750 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -152322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152327.531250 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -152327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152331.625000 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -152331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152336.406250 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -152336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152339.828125 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -152339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152340.218750 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -152340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152340.218750 Penalty: 2355.763916
	Iteration 14F: 3 clusters Score -152340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Entering Unmasked Estep 
Score: -1628904.500000 Penalty: 1559.594604
	Iteration 0F: 2 clusters Score -1628904 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 7375 members 
Entering Unmasked Estep 
Score: -1618725.125000 Penalty: 3119.189209
	Iteration 0F: 3 clusters Score -1618725 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1622199.375000 Penalty: 3119.189209
	Iteration 1F: 3 clusters Score -1622199 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1622470.625000 Penalty: 3119.189209
	Iteration 2F: 3 clusters Score -1622471 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1622718.750000 Penalty: 3119.189209
	Iteration 3Q: 3 clusters Score -1622719 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1622960.625000 Penalty: 3119.189209
	Iteration 4Q: 3 clusters Score -1622961 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1623250.250000 Penalty: 3119.189209
	Iteration 5Q: 3 clusters Score -1623250 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1623604.125000 Penalty: 3119.189209
	Iteration 6Q: 3 clusters Score -1623604 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1624002.875000 Penalty: 3119.189209
	Iteration 7Q: 3 clusters Score -1624003 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1624476.625000 Penalty: 3119.189209
	Iteration 8Q: 3 clusters Score -1624477 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1624916.625000 Penalty: 3119.189209
	Iteration 9Q: 3 clusters Score -1624917 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1625335.375000 Penalty: 3119.189209
	Iteration 10Q: 3 clusters Score -1625335 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1625673.250000 Penalty: 3119.189209
	Iteration 11Q: 3 clusters Score -1625673 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1625937.750000 Penalty: 3119.189209
	Iteration 12Q: 3 clusters Score -1625938 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1626124.625000 Penalty: 3119.189209
	Iteration 13Q: 3 clusters Score -1626125 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1626256.625000 Penalty: 3119.189209
	Iteration 14Q: 3 clusters Score -1626257 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1626391.625000 Penalty: 3119.189209
	Iteration 15Q: 3 clusters Score -1626392 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1626501.125000 Penalty: 3119.189209
	Iteration 16Q: 3 clusters Score -1626501 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1626606.000000 Penalty: 3119.189209
	Iteration 17Q: 3 clusters Score -1626606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1626715.125000 Penalty: 3119.189209
	Iteration 18Q: 3 clusters Score -1626715 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1626810.625000 Penalty: 3119.189209
	Iteration 19Q: 3 clusters Score -1626811 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1626886.875000 Penalty: 3119.189209
	Iteration 20F: 3 clusters Score -1626887 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1626949.250000 Penalty: 3119.189209
	Iteration 21Q: 3 clusters Score -1626949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1626991.125000 Penalty: 3119.189209
	Iteration 22Q: 3 clusters Score -1626991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1627031.500000 Penalty: 3119.189209
	Iteration 23Q: 3 clusters Score -1627032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1627084.500000 Penalty: 3119.189209
	Iteration 24Q: 3 clusters Score -1627084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1627130.500000 Penalty: 3119.189209
	Iteration 25Q: 3 clusters Score -1627130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1627176.625000 Penalty: 3119.189209
	Iteration 26Q: 3 clusters Score -1627177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1627205.250000 Penalty: 3119.189209
	Iteration 27Q: 3 clusters Score -1627205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1627235.875000 Penalty: 3119.189209
	Iteration 28Q: 3 clusters Score -1627236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1627267.875000 Penalty: 3119.189209
	Iteration 29Q: 3 clusters Score -1627268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1627300.500000 Penalty: 3119.189209
	Iteration 30Q: 3 clusters Score -1627300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1627333.000000 Penalty: 3119.189209
	Iteration 31Q: 3 clusters Score -1627333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1627357.125000 Penalty: 3119.189209
	Iteration 32Q: 3 clusters Score -1627357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1627378.125000 Penalty: 3119.189209
	Iteration 33Q: 3 clusters Score -1627378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1627385.625000 Penalty: 3119.189209
	Iteration 34Q: 3 clusters Score -1627386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1627401.125000 Penalty: 3119.189209
	Iteration 35Q: 3 clusters Score -1627401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1627413.500000 Penalty: 3119.189209
	Iteration 36Q: 3 clusters Score -1627414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1627428.625000 Penalty: 3119.189209
	Iteration 37Q: 3 clusters Score -1627429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1627437.750000 Penalty: 3119.189209
	Iteration 38Q: 3 clusters Score -1627438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1627450.375000 Penalty: 3119.189209
	Iteration 39Q: 3 clusters Score -1627450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1627458.250000 Penalty: 3119.189209
	Iteration 40F: 3 clusters Score -1627458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1627461.000000 Penalty: 3119.189209
	Iteration 41Q: 3 clusters Score -1627461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1627466.750000 Penalty: 3119.189209
	Iteration 42Q: 3 clusters Score -1627467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1627473.250000 Penalty: 3119.189209
	Iteration 43Q: 3 clusters Score -1627473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1627480.875000 Penalty: 3119.189209
	Iteration 44Q: 3 clusters Score -1627481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1627491.250000 Penalty: 3119.189209
	Iteration 45Q: 3 clusters Score -1627491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1627498.625000 Penalty: 3119.189209
	Iteration 46Q: 3 clusters Score -1627499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1627505.625000 Penalty: 3119.189209
	Iteration 47Q: 3 clusters Score -1627506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1627509.375000 Penalty: 3119.189209
	Iteration 48Q: 3 clusters Score -1627509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1627516.000000 Penalty: 3119.189209
	Iteration 49Q: 3 clusters Score -1627516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1627516.750000 Penalty: 3119.189209
	Iteration 50Q: 3 clusters Score -1627517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1627520.500000 Penalty: 3119.189209
	Iteration 51Q: 3 clusters Score -1627520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1627522.250000 Penalty: 3119.189209
	Iteration 52Q: 3 clusters Score -1627522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1627522.625000 Penalty: 3119.189209
	Iteration 53Q: 3 clusters Score -1627523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1627523.375000 Penalty: 3119.189209
	Iteration 54Q: 3 clusters Score -1627523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1627523.375000 Penalty: 3119.189209
	Iteration 55F: 3 clusters Score -1627523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -308257.656250 Penalty: 1293.495850
	Iteration 0F: 2 clusters Score -308257.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -305634.218750 Penalty: 2586.991699
	Iteration 0F: 3 clusters Score -305634.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -306286.500000 Penalty: 2586.991699
	Iteration 1F: 3 clusters Score -306286.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -306442.781250 Penalty: 2586.991699
	Iteration 2F: 3 clusters Score -306442.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -306630.187500 Penalty: 2586.991699
	Iteration 3F: 3 clusters Score -306630.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -306972.156250 Penalty: 2586.991699
	Iteration 4F: 3 clusters Score -306972.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -307263.343750 Penalty: 2586.991699
	Iteration 5F: 3 clusters Score -307263.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -307526.062500 Penalty: 2586.991699
	Iteration 6F: 3 clusters Score -307526.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -307806.156250 Penalty: 2586.991699
	Iteration 7F: 3 clusters Score -307806.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -307988.656250 Penalty: 2586.991699
	Iteration 8F: 3 clusters Score -307988.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -308121.718750 Penalty: 2586.991699
	Iteration 9Q: 3 clusters Score -308121.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -308211.093750 Penalty: 2586.991699
	Iteration 10Q: 3 clusters Score -308211.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -308272.062500 Penalty: 2586.991699
	Iteration 11Q: 3 clusters Score -308272.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -308303.906250 Penalty: 2586.991699
	Iteration 12Q: 3 clusters Score -308303.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -308318.093750 Penalty: 2586.991699
	Iteration 13Q: 3 clusters Score -308318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -308324.937500 Penalty: 2586.991699
	Iteration 14Q: 3 clusters Score -308324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -308325.343750 Penalty: 2586.991699
	Iteration 15Q: 3 clusters Score -308325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -308325.343750 Penalty: 2586.991699
	Iteration 16F: 3 clusters Score -308325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72802 members 
Mstep: Class 5 contains 122353 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 19675 members 
Mstep: Class 13 contains 28017 members 
Mstep: Class 14 contains 155513 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41653 members 
Mstep: Class 18 contains 61973 members 
Mstep: Class 19 contains 128970 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 38198 members 
Entering Unmasked Estep 
Score: -98867992.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98868848.000000 to -98867992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (19675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Entering Unmasked Estep 
Score: -2165715.000000 Penalty: 1606.654419
	Iteration 0F: 2 clusters Score -2165715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2152248.250000 Penalty: 3213.308838
	Iteration 0F: 3 clusters Score -2152248 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2157328.000000 Penalty: 3213.308838
	Iteration 1F: 3 clusters Score -2157328 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2157792.750000 Penalty: 3213.308838
	Iteration 2F: 3 clusters Score -2157793 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2158248.500000 Penalty: 3213.308838
	Iteration 3F: 3 clusters Score -2158248 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2158777.500000 Penalty: 3213.308838
	Iteration 4F: 3 clusters Score -2158778 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2159356.000000 Penalty: 3213.308838
	Iteration 5F: 3 clusters Score -2159356 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2160018.250000 Penalty: 3213.308838
	Iteration 6F: 3 clusters Score -2160018 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2160764.250000 Penalty: 3213.308838
	Iteration 7F: 3 clusters Score -2160764 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2161528.000000 Penalty: 3213.308838
	Iteration 8F: 3 clusters Score -2161528 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2162195.500000 Penalty: 3213.308838
	Iteration 9F: 3 clusters Score -2162196 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2162701.500000 Penalty: 3213.308838
	Iteration 10Q: 3 clusters Score -2162702 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2162973.000000 Penalty: 3213.308838
	Iteration 11Q: 3 clusters Score -2162973 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2163122.750000 Penalty: 3213.308838
	Iteration 12Q: 3 clusters Score -2163123 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2163242.250000 Penalty: 3213.308838
	Iteration 13Q: 3 clusters Score -2163242 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2163317.750000 Penalty: 3213.308838
	Iteration 14Q: 3 clusters Score -2163318 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2163377.750000 Penalty: 3213.308838
	Iteration 15Q: 3 clusters Score -2163378 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2163426.750000 Penalty: 3213.308838
	Iteration 16Q: 3 clusters Score -2163427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2163473.250000 Penalty: 3213.308838
	Iteration 17Q: 3 clusters Score -2163473 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2163528.250000 Penalty: 3213.308838
	Iteration 18Q: 3 clusters Score -2163528 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2163579.250000 Penalty: 3213.308838
	Iteration 19Q: 3 clusters Score -2163579 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2163632.250000 Penalty: 3213.308838
	Iteration 20F: 3 clusters Score -2163632 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2163686.750000 Penalty: 3213.308838
	Iteration 21Q: 3 clusters Score -2163687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2163727.250000 Penalty: 3213.308838
	Iteration 22Q: 3 clusters Score -2163727 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2163758.500000 Penalty: 3213.308838
	Iteration 23Q: 3 clusters Score -2163758 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2163791.500000 Penalty: 3213.308838
	Iteration 24Q: 3 clusters Score -2163792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2163822.250000 Penalty: 3213.308838
	Iteration 25Q: 3 clusters Score -2163822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2163859.500000 Penalty: 3213.308838
	Iteration 26Q: 3 clusters Score -2163860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2163885.750000 Penalty: 3213.308838
	Iteration 27Q: 3 clusters Score -2163886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2163914.250000 Penalty: 3213.308838
	Iteration 28Q: 3 clusters Score -2163914 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2163932.750000 Penalty: 3213.308838
	Iteration 29Q: 3 clusters Score -2163933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2163962.000000 Penalty: 3213.308838
	Iteration 30Q: 3 clusters Score -2163962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2163985.250000 Penalty: 3213.308838
	Iteration 31Q: 3 clusters Score -2163985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2164012.500000 Penalty: 3213.308838
	Iteration 32Q: 3 clusters Score -2164012 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2164025.750000 Penalty: 3213.308838
	Iteration 33Q: 3 clusters Score -2164026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2164047.000000 Penalty: 3213.308838
	Iteration 34Q: 3 clusters Score -2164047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2164060.250000 Penalty: 3213.308838
	Iteration 35Q: 3 clusters Score -2164060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2164081.250000 Penalty: 3213.308838
	Iteration 36Q: 3 clusters Score -2164081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2164095.250000 Penalty: 3213.308838
	Iteration 37Q: 3 clusters Score -2164095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2164104.750000 Penalty: 3213.308838
	Iteration 38Q: 3 clusters Score -2164105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2164124.000000 Penalty: 3213.308838
	Iteration 39Q: 3 clusters Score -2164124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2164128.750000 Penalty: 3213.308838
	Iteration 40F: 3 clusters Score -2164129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2164137.000000 Penalty: 3213.308838
	Iteration 41Q: 3 clusters Score -2164137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2164148.750000 Penalty: 3213.308838
	Iteration 42Q: 3 clusters Score -2164149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2164164.250000 Penalty: 3213.308838
	Iteration 43Q: 3 clusters Score -2164164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2164184.250000 Penalty: 3213.308838
	Iteration 44Q: 3 clusters Score -2164184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2164197.750000 Penalty: 3213.308838
	Iteration 45Q: 3 clusters Score -2164198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2164209.750000 Penalty: 3213.308838
	Iteration 46Q: 3 clusters Score -2164210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2164231.750000 Penalty: 3213.308838
	Iteration 47Q: 3 clusters Score -2164232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2164233.500000 Penalty: 3213.308838
	Iteration 48Q: 3 clusters Score -2164234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2164256.750000 Penalty: 3213.308838
	Iteration 49Q: 3 clusters Score -2164257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2164264.000000 Penalty: 3213.308838
	Iteration 50Q: 3 clusters Score -2164264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2164283.000000 Penalty: 3213.308838
	Iteration 51Q: 3 clusters Score -2164283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2164288.000000 Penalty: 3213.308838
	Iteration 52Q: 3 clusters Score -2164288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2164290.250000 Penalty: 3213.308838
	Iteration 53Q: 3 clusters Score -2164290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2164288.250000 Penalty: 3213.308838
	Iteration 54Q: 3 clusters Score -2164288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2164294.250000 Penalty: 3213.308838
	Iteration 55Q: 3 clusters Score -2164294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2164304.000000 Penalty: 3213.308838
	Iteration 56Q: 3 clusters Score -2164304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2164308.750000 Penalty: 3213.308838
	Iteration 57Q: 3 clusters Score -2164309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2164312.500000 Penalty: 3213.308838
	Iteration 58Q: 3 clusters Score -2164312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2164312.500000 Penalty: 3213.308838
	Iteration 59Q: 3 clusters Score -2164312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2164311.000000 Penalty: 3213.308838
	Iteration 60F: 3 clusters Score -2164311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2164321.500000 Penalty: 3213.308838
	Iteration 61Q: 3 clusters Score -2164322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2164322.500000 Penalty: 3213.308838
	Iteration 62Q: 3 clusters Score -2164322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2164329.750000 Penalty: 3213.308838
	Iteration 63Q: 3 clusters Score -2164330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2164327.250000 Penalty: 3213.308838
	Iteration 64Q: 3 clusters Score -2164327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2164331.250000 Penalty: 3213.308838
	Iteration 65Q: 3 clusters Score -2164331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2164329.500000 Penalty: 3213.308838
	Iteration 66Q: 3 clusters Score -2164330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2164331.250000 Penalty: 3213.308838
	Iteration 67Q: 3 clusters Score -2164331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2164330.500000 Penalty: 3213.308838
	Iteration 68Q: 3 clusters Score -2164330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2164331.750000 Penalty: 3213.308838
	Iteration 69Q: 3 clusters Score -2164332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2164332.500000 Penalty: 3213.308838
	Iteration 70Q: 3 clusters Score -2164332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2164332.500000 Penalty: 3213.308838
	Iteration 71Q: 3 clusters Score -2164332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2164332.250000 Penalty: 3213.308838
	Iteration 72Q: 3 clusters Score -2164332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2164335.250000 Penalty: 3213.308838
	Iteration 73Q: 3 clusters Score -2164335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2164335.500000 Penalty: 3213.308838
	Iteration 74Q: 3 clusters Score -2164336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2164336.250000 Penalty: 3213.308838
	Iteration 75Q: 3 clusters Score -2164336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2164337.750000 Penalty: 3213.308838
	Iteration 76Q: 3 clusters Score -2164338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2164340.000000 Penalty: 3213.308838
	Iteration 77Q: 3 clusters Score -2164340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2164341.750000 Penalty: 3213.308838
	Iteration 78Q: 3 clusters Score -2164342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2164341.500000 Penalty: 3213.308838
	Iteration 79Q: 3 clusters Score -2164342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2164345.000000 Penalty: 3213.308838
	Iteration 80F: 3 clusters Score -2164345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2164346.000000 Penalty: 3213.308838
	Iteration 81Q: 3 clusters Score -2164346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2164350.750000 Penalty: 3213.308838
	Iteration 82Q: 3 clusters Score -2164351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2164351.000000 Penalty: 3213.308838
	Iteration 83Q: 3 clusters Score -2164351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2164349.750000 Penalty: 3213.308838
	Iteration 84Q: 3 clusters Score -2164350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2164347.250000 Penalty: 3213.308838
	Iteration 85Q: 3 clusters Score -2164347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2164347.750000 Penalty: 3213.308838
	Iteration 86Q: 3 clusters Score -2164348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2164349.500000 Penalty: 3213.308838
	Iteration 87Q: 3 clusters Score -2164350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2164346.750000 Penalty: 3213.308838
	Iteration 88Q: 3 clusters Score -2164347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2164345.500000 Penalty: 3213.308838
	Iteration 89Q: 3 clusters Score -2164346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2164348.750000 Penalty: 3213.308838
	Iteration 90Q: 3 clusters Score -2164349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2164352.500000 Penalty: 3213.308838
	Iteration 91Q: 3 clusters Score -2164352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2164351.250000 Penalty: 3213.308838
	Iteration 92Q: 3 clusters Score -2164351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2164352.000000 Penalty: 3213.308838
	Iteration 93Q: 3 clusters Score -2164352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2164353.250000 Penalty: 3213.308838
	Iteration 94Q: 3 clusters Score -2164353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2164351.250000 Penalty: 3213.308838
	Iteration 95Q: 3 clusters Score -2164351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2164351.000000 Penalty: 3213.308838
	Iteration 96Q: 3 clusters Score -2164351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2164349.750000 Penalty: 3213.308838
	Iteration 97Q: 3 clusters Score -2164350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2164351.750000 Penalty: 3213.308838
	Iteration 98Q: 3 clusters Score -2164352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2164353.000000 Penalty: 3213.308838
	Iteration 99Q: 3 clusters Score -2164353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2164354.000000 Penalty: 3213.308838
	Iteration 100F: 3 clusters Score -2164354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2164356.750000 Penalty: 3213.308838
	Iteration 101Q: 3 clusters Score -2164357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2164356.000000 Penalty: 3213.308838
	Iteration 102Q: 3 clusters Score -2164356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2164355.000000 Penalty: 3213.308838
	Iteration 103Q: 3 clusters Score -2164355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2164355.250000 Penalty: 3213.308838
	Iteration 104Q: 3 clusters Score -2164355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2164354.250000 Penalty: 3213.308838
	Iteration 105Q: 3 clusters Score -2164354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2164360.250000 Penalty: 3213.308838
	Iteration 106Q: 3 clusters Score -2164360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2164364.500000 Penalty: 3213.308838
	Iteration 107Q: 3 clusters Score -2164364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2164366.500000 Penalty: 3213.308838
	Iteration 108Q: 3 clusters Score -2164366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2164367.500000 Penalty: 3213.308838
	Iteration 109Q: 3 clusters Score -2164368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2164369.500000 Penalty: 3213.308838
	Iteration 110Q: 3 clusters Score -2164370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2164370.250000 Penalty: 3213.308838
	Iteration 111Q: 3 clusters Score -2164370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2164371.750000 Penalty: 3213.308838
	Iteration 112Q: 3 clusters Score -2164372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2164370.750000 Penalty: 3213.308838
	Iteration 113Q: 3 clusters Score -2164371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2164368.250000 Penalty: 3213.308838
	Iteration 114Q: 3 clusters Score -2164368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2164372.750000 Penalty: 3213.308838
	Iteration 115Q: 3 clusters Score -2164373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2164377.250000 Penalty: 3213.308838
	Iteration 116Q: 3 clusters Score -2164377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2164377.250000 Penalty: 3213.308838
	Iteration 117Q: 3 clusters Score -2164377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2164380.000000 Penalty: 3213.308838
	Iteration 118Q: 3 clusters Score -2164380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2164378.750000 Penalty: 3213.308838
	Iteration 119Q: 3 clusters Score -2164379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2164378.750000 Penalty: 3213.308838
	Iteration 120F: 3 clusters Score -2164379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2164379.750000 Penalty: 3213.308838
	Iteration 121Q: 3 clusters Score -2164380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2164384.250000 Penalty: 3213.308838
	Iteration 122Q: 3 clusters Score -2164384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2164384.000000 Penalty: 3213.308838
	Iteration 123Q: 3 clusters Score -2164384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2164392.250000 Penalty: 3213.308838
	Iteration 124Q: 3 clusters Score -2164392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2164393.250000 Penalty: 3213.308838
	Iteration 125Q: 3 clusters Score -2164393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2164398.750000 Penalty: 3213.308838
	Iteration 126Q: 3 clusters Score -2164399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2164400.000000 Penalty: 3213.308838
	Iteration 127Q: 3 clusters Score -2164400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2164407.250000 Penalty: 3213.308838
	Iteration 128Q: 3 clusters Score -2164407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2164410.000000 Penalty: 3213.308838
	Iteration 129Q: 3 clusters Score -2164410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2164416.250000 Penalty: 3213.308838
	Iteration 130Q: 3 clusters Score -2164416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2164418.500000 Penalty: 3213.308838
	Iteration 131Q: 3 clusters Score -2164418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2164422.000000 Penalty: 3213.308838
	Iteration 132Q: 3 clusters Score -2164422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2164426.500000 Penalty: 3213.308838
	Iteration 133Q: 3 clusters Score -2164426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2164432.000000 Penalty: 3213.308838
	Iteration 134Q: 3 clusters Score -2164432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2164433.000000 Penalty: 3213.308838
	Iteration 135Q: 3 clusters Score -2164433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2164432.000000 Penalty: 3213.308838
	Iteration 136Q: 3 clusters Score -2164432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2164436.750000 Penalty: 3213.308838
	Iteration 137Q: 3 clusters Score -2164437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2164438.250000 Penalty: 3213.308838
	Iteration 138Q: 3 clusters Score -2164438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2164441.000000 Penalty: 3213.308838
	Iteration 139Q: 3 clusters Score -2164441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2164443.000000 Penalty: 3213.308838
	Iteration 140F: 3 clusters Score -2164443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2164443.000000 Penalty: 3213.308838
	Iteration 141Q: 3 clusters Score -2164443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2164447.000000 Penalty: 3213.308838
	Iteration 142Q: 3 clusters Score -2164447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2164446.000000 Penalty: 3213.308838
	Iteration 143Q: 3 clusters Score -2164446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2164447.000000 Penalty: 3213.308838
	Iteration 144Q: 3 clusters Score -2164447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2164446.750000 Penalty: 3213.308838
	Iteration 145Q: 3 clusters Score -2164447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2164446.000000 Penalty: 3213.308838
	Iteration 146Q: 3 clusters Score -2164446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2164448.250000 Penalty: 3213.308838
	Iteration 147Q: 3 clusters Score -2164448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2164448.500000 Penalty: 3213.308838
	Iteration 148Q: 3 clusters Score -2164448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2164449.000000 Penalty: 3213.308838
	Iteration 149Q: 3 clusters Score -2164449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2164455.000000 Penalty: 3213.308838
	Iteration 150Q: 3 clusters Score -2164455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2164454.500000 Penalty: 3213.308838
	Iteration 151Q: 3 clusters Score -2164454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2164462.250000 Penalty: 3213.308838
	Iteration 152Q: 3 clusters Score -2164462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2164459.500000 Penalty: 3213.308838
	Iteration 153Q: 3 clusters Score -2164460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2164468.000000 Penalty: 3213.308838
	Iteration 154Q: 3 clusters Score -2164468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2164468.000000 Penalty: 3213.308838
	Iteration 155Q: 3 clusters Score -2164468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2164471.500000 Penalty: 3213.308838
	Iteration 156Q: 3 clusters Score -2164472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2164474.750000 Penalty: 3213.308838
	Iteration 157Q: 3 clusters Score -2164475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2164477.500000 Penalty: 3213.308838
	Iteration 158Q: 3 clusters Score -2164478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2164478.500000 Penalty: 3213.308838
	Iteration 159Q: 3 clusters Score -2164478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2164481.250000 Penalty: 3213.308838
	Iteration 160F: 3 clusters Score -2164481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2164485.000000 Penalty: 3213.308838
	Iteration 161Q: 3 clusters Score -2164485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2164485.250000 Penalty: 3213.308838
	Iteration 162Q: 3 clusters Score -2164485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2164484.500000 Penalty: 3213.308838
	Iteration 163Q: 3 clusters Score -2164484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2164488.250000 Penalty: 3213.308838
	Iteration 164Q: 3 clusters Score -2164488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2164487.250000 Penalty: 3213.308838
	Iteration 165Q: 3 clusters Score -2164487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2164487.500000 Penalty: 3213.308838
	Iteration 166Q: 3 clusters Score -2164488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2164487.500000 Penalty: 3213.308838
	Iteration 167F: 3 clusters Score -2164488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Entering Unmasked Estep 
Score: -3091744.750000 Penalty: 1664.092163
	Iteration 0F: 2 clusters Score -3091745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3072920.750000 Penalty: 3328.184326
	Iteration 0F: 3 clusters Score -3072921 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3079750.500000 Penalty: 3328.184326
	Iteration 1F: 3 clusters Score -3079750 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3080027.250000 Penalty: 3328.184326
	Iteration 2Q: 3 clusters Score -3080027 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3080297.250000 Penalty: 3328.184326
	Iteration 3Q: 3 clusters Score -3080297 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3080555.750000 Penalty: 3328.184326
	Iteration 4Q: 3 clusters Score -3080556 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3080837.250000 Penalty: 3328.184326
	Iteration 5Q: 3 clusters Score -3080837 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3081124.250000 Penalty: 3328.184326
	Iteration 6Q: 3 clusters Score -3081124 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3081511.000000 Penalty: 3328.184326
	Iteration 7Q: 3 clusters Score -3081511 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3082108.750000 Penalty: 3328.184326
	Iteration 8Q: 3 clusters Score -3082109 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3083048.000000 Penalty: 3328.184326
	Iteration 9F: 3 clusters Score -3083048 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3084360.750000 Penalty: 3328.184326
	Iteration 10F: 3 clusters Score -3084361 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3086095.500000 Penalty: 3328.184326
	Iteration 11F: 3 clusters Score -3086096 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3087783.000000 Penalty: 3328.184326
	Iteration 12F: 3 clusters Score -3087783 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3088998.500000 Penalty: 3328.184326
	Iteration 13Q: 3 clusters Score -3088998 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3089662.250000 Penalty: 3328.184326
	Iteration 14Q: 3 clusters Score -3089662 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3090011.750000 Penalty: 3328.184326
	Iteration 15Q: 3 clusters Score -3090012 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3090182.500000 Penalty: 3328.184326
	Iteration 16Q: 3 clusters Score -3090182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3090277.500000 Penalty: 3328.184326
	Iteration 17Q: 3 clusters Score -3090278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3090339.000000 Penalty: 3328.184326
	Iteration 18Q: 3 clusters Score -3090339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3090375.500000 Penalty: 3328.184326
	Iteration 19Q: 3 clusters Score -3090376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3090401.750000 Penalty: 3328.184326
	Iteration 20F: 3 clusters Score -3090402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3090427.500000 Penalty: 3328.184326
	Iteration 21Q: 3 clusters Score -3090428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3090459.250000 Penalty: 3328.184326
	Iteration 22Q: 3 clusters Score -3090459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3090477.000000 Penalty: 3328.184326
	Iteration 23Q: 3 clusters Score -3090477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3090489.500000 Penalty: 3328.184326
	Iteration 24Q: 3 clusters Score -3090490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3090490.250000 Penalty: 3328.184326
	Iteration 25Q: 3 clusters Score -3090490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3090501.000000 Penalty: 3328.184326
	Iteration 26Q: 3 clusters Score -3090501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3090513.750000 Penalty: 3328.184326
	Iteration 27Q: 3 clusters Score -3090514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3090515.500000 Penalty: 3328.184326
	Iteration 28Q: 3 clusters Score -3090516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3090520.250000 Penalty: 3328.184326
	Iteration 29Q: 3 clusters Score -3090520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3090520.250000 Penalty: 3328.184326
	Iteration 30F: 3 clusters Score -3090520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Entering Unmasked Estep 
Score: -16797278.000000 Penalty: 1942.603760
	Iteration 0F: 2 clusters Score -1.679728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -16694859.000000 Penalty: 3885.207520
	Iteration 0F: 3 clusters Score -1.669486e+07 nChanged 75017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -16739001.000000 Penalty: 3885.207520
	Iteration 1F: 3 clusters Score -1.6739e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -16740447.000000 Penalty: 3885.207520
	Iteration 2Q: 3 clusters Score -1.674045e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -16742861.000000 Penalty: 3885.207520
	Iteration 3Q: 3 clusters Score -1.674286e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -16747298.000000 Penalty: 3885.207520
	Iteration 4F: 3 clusters Score -1.67473e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -16755209.000000 Penalty: 3885.207520
	Iteration 5F: 3 clusters Score -1.675521e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -16766409.000000 Penalty: 3885.207520
	Iteration 6F: 3 clusters Score -1.676641e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -16777802.000000 Penalty: 3885.207520
	Iteration 7F: 3 clusters Score -1.67778e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -16786018.000000 Penalty: 3885.207520
	Iteration 8F: 3 clusters Score -1.678602e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -16790396.000000 Penalty: 3885.207520
	Iteration 9Q: 3 clusters Score -1.67904e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -16792672.000000 Penalty: 3885.207520
	Iteration 10Q: 3 clusters Score -1.679267e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -16793848.000000 Penalty: 3885.207520
	Iteration 11Q: 3 clusters Score -1.679385e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -16794504.000000 Penalty: 3885.207520
	Iteration 12Q: 3 clusters Score -1.67945e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 153710 members 
Entering Unmasked Estep 
Score: -16794862.000000 Penalty: 3885.207520
	Iteration 13Q: 3 clusters Score -1.679486e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -16795138.000000 Penalty: 3885.207520
	Iteration 14Q: 3 clusters Score -1.679514e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -16795282.000000 Penalty: 3885.207520
	Iteration 15Q: 3 clusters Score -1.679528e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -16795356.000000 Penalty: 3885.207520
	Iteration 16Q: 3 clusters Score -1.679536e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -16795412.000000 Penalty: 3885.207520
	Iteration 17Q: 3 clusters Score -1.679541e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -16795434.000000 Penalty: 3885.207520
	Iteration 18Q: 3 clusters Score -1.679543e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -16795476.000000 Penalty: 3885.207520
	Iteration 19Q: 3 clusters Score -1.679548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -16795484.000000 Penalty: 3885.207520
	Iteration 20F: 3 clusters Score -1.679548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -16795490.000000 Penalty: 3885.207520
	Iteration 21Q: 3 clusters Score -1.679549e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 154744 members 
Entering Unmasked Estep 
Score: -16795522.000000 Penalty: 3885.207520
	Iteration 22Q: 3 clusters Score -1.679552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -16795538.000000 Penalty: 3885.207520
	Iteration 23Q: 3 clusters Score -1.679554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -16795546.000000 Penalty: 3885.207520
	Iteration 24Q: 3 clusters Score -1.679555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -16795558.000000 Penalty: 3885.207520
	Iteration 25Q: 3 clusters Score -1.679556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -16795566.000000 Penalty: 3885.207520
	Iteration 26Q: 3 clusters Score -1.679557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -16795574.000000 Penalty: 3885.207520
	Iteration 27Q: 3 clusters Score -1.679557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 154838 members 
Entering Unmasked Estep 
Score: -16795600.000000 Penalty: 3885.207520
	Iteration 28Q: 3 clusters Score -1.67956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -16795604.000000 Penalty: 3885.207520
	Iteration 29Q: 3 clusters Score -1.67956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -16795598.000000 Penalty: 3885.207520
	Iteration 30Q: 3 clusters Score -1.67956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -16795590.000000 Penalty: 3885.207520
	Iteration 31Q: 3 clusters Score -1.679559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -16795614.000000 Penalty: 3885.207520
	Iteration 32Q: 3 clusters Score -1.679561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -16795602.000000 Penalty: 3885.207520
	Iteration 33Q: 3 clusters Score -1.67956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -16795612.000000 Penalty: 3885.207520
	Iteration 34Q: 3 clusters Score -1.679561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -16795610.000000 Penalty: 3885.207520
	Iteration 35Q: 3 clusters Score -1.679561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 154895 members 
Entering Unmasked Estep 
Score: -16795608.000000 Penalty: 3885.207520
	Iteration 36Q: 3 clusters Score -1.679561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -16795612.000000 Penalty: 3885.207520
	Iteration 37Q: 3 clusters Score -1.679561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -16795628.000000 Penalty: 3885.207520
	Iteration 38Q: 3 clusters Score -1.679563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -16795618.000000 Penalty: 3885.207520
	Iteration 39Q: 3 clusters Score -1.679562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -16795630.000000 Penalty: 3885.207520
	Iteration 40F: 3 clusters Score -1.679563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 154916 members 
Entering Unmasked Estep 
Score: -16795636.000000 Penalty: 3885.207520
	Iteration 41Q: 3 clusters Score -1.679564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -16795634.000000 Penalty: 3885.207520
	Iteration 42Q: 3 clusters Score -1.679563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -16795628.000000 Penalty: 3885.207520
	Iteration 43Q: 3 clusters Score -1.679563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -16795630.000000 Penalty: 3885.207520
	Iteration 44Q: 3 clusters Score -1.679563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -16795630.000000 Penalty: 3885.207520
	Iteration 45Q: 3 clusters Score -1.679563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -16795630.000000 Penalty: 3885.207520
	Iteration 46F: 3 clusters Score -1.679563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Entering Unmasked Estep 
Score: -3298729.000000 Penalty: 1675.052979
	Iteration 0F: 2 clusters Score -3298729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3278510.250000 Penalty: 3350.105957
	Iteration 0F: 3 clusters Score -3278510 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3286258.250000 Penalty: 3350.105957
	Iteration 1F: 3 clusters Score -3286258 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3286795.750000 Penalty: 3350.105957
	Iteration 2Q: 3 clusters Score -3286796 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3287466.500000 Penalty: 3350.105957
	Iteration 3F: 3 clusters Score -3287466 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3288312.000000 Penalty: 3350.105957
	Iteration 4F: 3 clusters Score -3288312 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3289474.250000 Penalty: 3350.105957
	Iteration 5F: 3 clusters Score -3289474 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3290905.250000 Penalty: 3350.105957
	Iteration 6F: 3 clusters Score -3290905 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3292398.000000 Penalty: 3350.105957
	Iteration 7F: 3 clusters Score -3292398 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3293804.000000 Penalty: 3350.105957
	Iteration 8F: 3 clusters Score -3293804 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3294972.750000 Penalty: 3350.105957
	Iteration 9Q: 3 clusters Score -3294973 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3295633.250000 Penalty: 3350.105957
	Iteration 10Q: 3 clusters Score -3295633 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3295996.500000 Penalty: 3350.105957
	Iteration 11Q: 3 clusters Score -3295996 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3296196.500000 Penalty: 3350.105957
	Iteration 12Q: 3 clusters Score -3296196 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3296360.250000 Penalty: 3350.105957
	Iteration 13Q: 3 clusters Score -3296360 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3296508.250000 Penalty: 3350.105957
	Iteration 14Q: 3 clusters Score -3296508 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3296622.250000 Penalty: 3350.105957
	Iteration 15Q: 3 clusters Score -3296622 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3296700.500000 Penalty: 3350.105957
	Iteration 16Q: 3 clusters Score -3296700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3296773.500000 Penalty: 3350.105957
	Iteration 17Q: 3 clusters Score -3296774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3296830.750000 Penalty: 3350.105957
	Iteration 18Q: 3 clusters Score -3296831 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3296869.000000 Penalty: 3350.105957
	Iteration 19Q: 3 clusters Score -3296869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3296871.500000 Penalty: 3350.105957
	Iteration 20F: 3 clusters Score -3296872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3296896.750000 Penalty: 3350.105957
	Iteration 21Q: 3 clusters Score -3296897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3296917.750000 Penalty: 3350.105957
	Iteration 22Q: 3 clusters Score -3296918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3296939.250000 Penalty: 3350.105957
	Iteration 23Q: 3 clusters Score -3296939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3296950.750000 Penalty: 3350.105957
	Iteration 24Q: 3 clusters Score -3296951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3296983.500000 Penalty: 3350.105957
	Iteration 25Q: 3 clusters Score -3296984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3296991.500000 Penalty: 3350.105957
	Iteration 26Q: 3 clusters Score -3296992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3297004.500000 Penalty: 3350.105957
	Iteration 27Q: 3 clusters Score -3297004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3297008.000000 Penalty: 3350.105957
	Iteration 28Q: 3 clusters Score -3297008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3297012.250000 Penalty: 3350.105957
	Iteration 29Q: 3 clusters Score -3297012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3297028.250000 Penalty: 3350.105957
	Iteration 30Q: 3 clusters Score -3297028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3297038.500000 Penalty: 3350.105957
	Iteration 31Q: 3 clusters Score -3297038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3297045.500000 Penalty: 3350.105957
	Iteration 32Q: 3 clusters Score -3297046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3297050.750000 Penalty: 3350.105957
	Iteration 33Q: 3 clusters Score -3297051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3297056.750000 Penalty: 3350.105957
	Iteration 34Q: 3 clusters Score -3297057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3297065.250000 Penalty: 3350.105957
	Iteration 35Q: 3 clusters Score -3297065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3297068.000000 Penalty: 3350.105957
	Iteration 36Q: 3 clusters Score -3297068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3297073.750000 Penalty: 3350.105957
	Iteration 37Q: 3 clusters Score -3297074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3297080.750000 Penalty: 3350.105957
	Iteration 38Q: 3 clusters Score -3297081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3297087.000000 Penalty: 3350.105957
	Iteration 39Q: 3 clusters Score -3297087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3297092.750000 Penalty: 3350.105957
	Iteration 40F: 3 clusters Score -3297093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3297097.750000 Penalty: 3350.105957
	Iteration 41Q: 3 clusters Score -3297098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3297090.250000 Penalty: 3350.105957
	Iteration 42Q: 3 clusters Score -3297090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3297097.500000 Penalty: 3350.105957
	Iteration 43Q: 3 clusters Score -3297098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3297098.000000 Penalty: 3350.105957
	Iteration 44Q: 3 clusters Score -3297098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3297108.500000 Penalty: 3350.105957
	Iteration 45Q: 3 clusters Score -3297108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3297111.000000 Penalty: 3350.105957
	Iteration 46Q: 3 clusters Score -3297111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3297115.000000 Penalty: 3350.105957
	Iteration 47Q: 3 clusters Score -3297115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3297114.500000 Penalty: 3350.105957
	Iteration 48Q: 3 clusters Score -3297114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3297118.500000 Penalty: 3350.105957
	Iteration 49Q: 3 clusters Score -3297118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3297122.500000 Penalty: 3350.105957
	Iteration 50Q: 3 clusters Score -3297122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3297127.500000 Penalty: 3350.105957
	Iteration 51Q: 3 clusters Score -3297128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3297126.250000 Penalty: 3350.105957
	Iteration 52Q: 3 clusters Score -3297126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3297135.250000 Penalty: 3350.105957
	Iteration 53Q: 3 clusters Score -3297135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3297136.250000 Penalty: 3350.105957
	Iteration 54Q: 3 clusters Score -3297136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3297133.250000 Penalty: 3350.105957
	Iteration 55Q: 3 clusters Score -3297133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3297134.500000 Penalty: 3350.105957
	Iteration 56Q: 3 clusters Score -3297134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3297134.500000 Penalty: 3350.105957
	Iteration 57F: 3 clusters Score -3297134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -359651.812500 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -359651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356707.062500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -356707.1 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -357446.125000 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -357446.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -357614.531250 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -357614.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -357740.468750 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -357740.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -357830.562500 Penalty: 2635.986328
	Iteration 4Q: 3 clusters Score -357830.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -357910.031250 Penalty: 2635.986328
	Iteration 5Q: 3 clusters Score -357910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -357992.812500 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -357992.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -358077.562500 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -358077.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -358156.062500 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -358156.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -358242.250000 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -358242.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -358330.656250 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -358330.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -358388.468750 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -358388.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -358443.156250 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -358443.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -358494.812500 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -358494.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -358541.906250 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -358541.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -358581.218750 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -358581.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -358614.093750 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -358614.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -358643.468750 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -358643.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -358672.656250 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -358672.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -358702.593750 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -358702.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -358728.375000 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -358728.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -358742.093750 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -358742.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -358755.843750 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -358755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -358766.218750 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -358766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -358775.187500 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -358775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -358780.125000 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -358780.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -358783.843750 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -358783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -358786.218750 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -358786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -358787.406250 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -358787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -358788.468750 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -358788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -358790.343750 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -358790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -358791.875000 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -358791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -358791.875000 Penalty: 2635.986328
	Iteration 32F: 3 clusters Score -358791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Entering Unmasked Estep 
Score: -4593092.000000 Penalty: 1728.533447
	Iteration 0F: 2 clusters Score -4593092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4565199.500000 Penalty: 3457.066895
	Iteration 0F: 3 clusters Score -4565200 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4576231.000000 Penalty: 3457.066895
	Iteration 1F: 3 clusters Score -4576231 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4576823.000000 Penalty: 3457.066895
	Iteration 2Q: 3 clusters Score -4576823 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4577677.000000 Penalty: 3457.066895
	Iteration 3Q: 3 clusters Score -4577677 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4579006.000000 Penalty: 3457.066895
	Iteration 4F: 3 clusters Score -4579006 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4580971.500000 Penalty: 3457.066895
	Iteration 5F: 3 clusters Score -4580972 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4583566.500000 Penalty: 3457.066895
	Iteration 6F: 3 clusters Score -4583566 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4586302.000000 Penalty: 3457.066895
	Iteration 7F: 3 clusters Score -4586302 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -4588479.000000 Penalty: 3457.066895
	Iteration 8F: 3 clusters Score -4588479 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4589789.000000 Penalty: 3457.066895
	Iteration 9Q: 3 clusters Score -4589789 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4590546.000000 Penalty: 3457.066895
	Iteration 10Q: 3 clusters Score -4590546 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4590970.500000 Penalty: 3457.066895
	Iteration 11Q: 3 clusters Score -4590970 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -4591201.500000 Penalty: 3457.066895
	Iteration 12Q: 3 clusters Score -4591202 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -4591333.500000 Penalty: 3457.066895
	Iteration 13Q: 3 clusters Score -4591334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4591415.000000 Penalty: 3457.066895
	Iteration 14Q: 3 clusters Score -4591415 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4591464.500000 Penalty: 3457.066895
	Iteration 15Q: 3 clusters Score -4591464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -4591510.000000 Penalty: 3457.066895
	Iteration 16Q: 3 clusters Score -4591510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -4591539.500000 Penalty: 3457.066895
	Iteration 17Q: 3 clusters Score -4591540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4591568.500000 Penalty: 3457.066895
	Iteration 18Q: 3 clusters Score -4591568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -4591572.500000 Penalty: 3457.066895
	Iteration 19Q: 3 clusters Score -4591572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -4591584.500000 Penalty: 3457.066895
	Iteration 20F: 3 clusters Score -4591584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -4591584.500000 Penalty: 3457.066895
	Iteration 21Q: 3 clusters Score -4591584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4591602.500000 Penalty: 3457.066895
	Iteration 22Q: 3 clusters Score -4591602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4591600.500000 Penalty: 3457.066895
	Iteration 23Q: 3 clusters Score -4591600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4591605.500000 Penalty: 3457.066895
	Iteration 24Q: 3 clusters Score -4591606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4591598.500000 Penalty: 3457.066895
	Iteration 25Q: 3 clusters Score -4591598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -4591602.000000 Penalty: 3457.066895
	Iteration 26Q: 3 clusters Score -4591602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -4591603.500000 Penalty: 3457.066895
	Iteration 27Q: 3 clusters Score -4591604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4591604.500000 Penalty: 3457.066895
	Iteration 28Q: 3 clusters Score -4591604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4591601.500000 Penalty: 3457.066895
	Iteration 29Q: 3 clusters Score -4591602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4591601.500000 Penalty: 3457.066895
	Iteration 30F: 3 clusters Score -4591602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Entering Unmasked Estep 
Score: -6805709.000000 Penalty: 1793.098877
	Iteration 0F: 2 clusters Score -6805709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -6764439.000000 Penalty: 3586.197754
	Iteration 0F: 3 clusters Score -6764439 nChanged 29344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -6780960.500000 Penalty: 3586.197754
	Iteration 1F: 3 clusters Score -6780960 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -6781446.000000 Penalty: 3586.197754
	Iteration 2Q: 3 clusters Score -6781446 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -6782050.500000 Penalty: 3586.197754
	Iteration 3Q: 3 clusters Score -6782050 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6782810.000000 Penalty: 3586.197754
	Iteration 4Q: 3 clusters Score -6782810 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -6783836.500000 Penalty: 3586.197754
	Iteration 5Q: 3 clusters Score -6783836 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -6785157.500000 Penalty: 3586.197754
	Iteration 6Q: 3 clusters Score -6785158 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -6787122.000000 Penalty: 3586.197754
	Iteration 7F: 3 clusters Score -6787122 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -6789786.500000 Penalty: 3586.197754
	Iteration 8F: 3 clusters Score -6789786 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -6792773.000000 Penalty: 3586.197754
	Iteration 9F: 3 clusters Score -6792773 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -6795040.000000 Penalty: 3586.197754
	Iteration 10F: 3 clusters Score -6795040 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -6795984.500000 Penalty: 3586.197754
	Iteration 11Q: 3 clusters Score -6795984 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -6796382.500000 Penalty: 3586.197754
	Iteration 12Q: 3 clusters Score -6796382 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6796679.000000 Penalty: 3586.197754
	Iteration 13Q: 3 clusters Score -6796679 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -6796966.000000 Penalty: 3586.197754
	Iteration 14Q: 3 clusters Score -6796966 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -6797218.500000 Penalty: 3586.197754
	Iteration 15Q: 3 clusters Score -6797218 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6797396.500000 Penalty: 3586.197754
	Iteration 16Q: 3 clusters Score -6797396 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -6797643.000000 Penalty: 3586.197754
	Iteration 17Q: 3 clusters Score -6797643 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -6797901.500000 Penalty: 3586.197754
	Iteration 18Q: 3 clusters Score -6797902 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -6798097.000000 Penalty: 3586.197754
	Iteration 19Q: 3 clusters Score -6798097 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -6798286.500000 Penalty: 3586.197754
	Iteration 20F: 3 clusters Score -6798286 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -6798496.500000 Penalty: 3586.197754
	Iteration 21Q: 3 clusters Score -6798496 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -6798688.000000 Penalty: 3586.197754
	Iteration 22Q: 3 clusters Score -6798688 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -6798876.500000 Penalty: 3586.197754
	Iteration 23Q: 3 clusters Score -6798876 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -6799081.500000 Penalty: 3586.197754
	Iteration 24Q: 3 clusters Score -6799082 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -6799283.000000 Penalty: 3586.197754
	Iteration 25Q: 3 clusters Score -6799283 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -6799482.000000 Penalty: 3586.197754
	Iteration 26Q: 3 clusters Score -6799482 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -6799682.000000 Penalty: 3586.197754
	Iteration 27Q: 3 clusters Score -6799682 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -6799814.500000 Penalty: 3586.197754
	Iteration 28Q: 3 clusters Score -6799814 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -6799977.000000 Penalty: 3586.197754
	Iteration 29Q: 3 clusters Score -6799977 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6800132.000000 Penalty: 3586.197754
	Iteration 30Q: 3 clusters Score -6800132 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -6800323.000000 Penalty: 3586.197754
	Iteration 31Q: 3 clusters Score -6800323 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6800505.000000 Penalty: 3586.197754
	Iteration 32Q: 3 clusters Score -6800505 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -6800662.000000 Penalty: 3586.197754
	Iteration 33Q: 3 clusters Score -6800662 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -6800857.500000 Penalty: 3586.197754
	Iteration 34Q: 3 clusters Score -6800858 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -6800985.500000 Penalty: 3586.197754
	Iteration 35Q: 3 clusters Score -6800986 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -6801172.500000 Penalty: 3586.197754
	Iteration 36Q: 3 clusters Score -6801172 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -6801322.000000 Penalty: 3586.197754
	Iteration 37Q: 3 clusters Score -6801322 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -6801513.500000 Penalty: 3586.197754
	Iteration 38Q: 3 clusters Score -6801514 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6801665.000000 Penalty: 3586.197754
	Iteration 39Q: 3 clusters Score -6801665 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -6801890.500000 Penalty: 3586.197754
	Iteration 40F: 3 clusters Score -6801890 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -6802074.000000 Penalty: 3586.197754
	Iteration 41Q: 3 clusters Score -6802074 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6802254.500000 Penalty: 3586.197754
	Iteration 42Q: 3 clusters Score -6802254 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -6802418.500000 Penalty: 3586.197754
	Iteration 43Q: 3 clusters Score -6802418 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -6802564.500000 Penalty: 3586.197754
	Iteration 44Q: 3 clusters Score -6802564 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6802742.000000 Penalty: 3586.197754
	Iteration 45Q: 3 clusters Score -6802742 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -6802884.000000 Penalty: 3586.197754
	Iteration 46Q: 3 clusters Score -6802884 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -6803028.500000 Penalty: 3586.197754
	Iteration 47Q: 3 clusters Score -6803028 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6803168.000000 Penalty: 3586.197754
	Iteration 48Q: 3 clusters Score -6803168 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6803291.000000 Penalty: 3586.197754
	Iteration 49Q: 3 clusters Score -6803291 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6803435.000000 Penalty: 3586.197754
	Iteration 50Q: 3 clusters Score -6803435 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6803533.000000 Penalty: 3586.197754
	Iteration 51Q: 3 clusters Score -6803533 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6803605.500000 Penalty: 3586.197754
	Iteration 52Q: 3 clusters Score -6803606 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6803691.500000 Penalty: 3586.197754
	Iteration 53Q: 3 clusters Score -6803692 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6803781.000000 Penalty: 3586.197754
	Iteration 54Q: 3 clusters Score -6803781 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6803864.500000 Penalty: 3586.197754
	Iteration 55Q: 3 clusters Score -6803864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6803886.500000 Penalty: 3586.197754
	Iteration 56Q: 3 clusters Score -6803886 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6803933.500000 Penalty: 3586.197754
	Iteration 57Q: 3 clusters Score -6803934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6803971.000000 Penalty: 3586.197754
	Iteration 58Q: 3 clusters Score -6803971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6804008.000000 Penalty: 3586.197754
	Iteration 59Q: 3 clusters Score -6804008 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6804047.500000 Penalty: 3586.197754
	Iteration 60F: 3 clusters Score -6804048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6804076.500000 Penalty: 3586.197754
	Iteration 61Q: 3 clusters Score -6804076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6804108.500000 Penalty: 3586.197754
	Iteration 62Q: 3 clusters Score -6804108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6804130.500000 Penalty: 3586.197754
	Iteration 63Q: 3 clusters Score -6804130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6804147.500000 Penalty: 3586.197754
	Iteration 64Q: 3 clusters Score -6804148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6804164.500000 Penalty: 3586.197754
	Iteration 65Q: 3 clusters Score -6804164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6804176.000000 Penalty: 3586.197754
	Iteration 66Q: 3 clusters Score -6804176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6804192.000000 Penalty: 3586.197754
	Iteration 67Q: 3 clusters Score -6804192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6804213.000000 Penalty: 3586.197754
	Iteration 68Q: 3 clusters Score -6804213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6804206.500000 Penalty: 3586.197754
	Iteration 69Q: 3 clusters Score -6804206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6804215.000000 Penalty: 3586.197754
	Iteration 70Q: 3 clusters Score -6804215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6804218.000000 Penalty: 3586.197754
	Iteration 71Q: 3 clusters Score -6804218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6804211.500000 Penalty: 3586.197754
	Iteration 72Q: 3 clusters Score -6804212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6804222.000000 Penalty: 3586.197754
	Iteration 73Q: 3 clusters Score -6804222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6804230.000000 Penalty: 3586.197754
	Iteration 74Q: 3 clusters Score -6804230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6804232.500000 Penalty: 3586.197754
	Iteration 75Q: 3 clusters Score -6804232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6804232.000000 Penalty: 3586.197754
	Iteration 76Q: 3 clusters Score -6804232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6804232.500000 Penalty: 3586.197754
	Iteration 77Q: 3 clusters Score -6804232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6804228.500000 Penalty: 3586.197754
	Iteration 78Q: 3 clusters Score -6804228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6804225.500000 Penalty: 3586.197754
	Iteration 79Q: 3 clusters Score -6804226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6804226.500000 Penalty: 3586.197754
	Iteration 80F: 3 clusters Score -6804226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6804228.500000 Penalty: 3586.197754
	Iteration 81Q: 3 clusters Score -6804228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6804221.500000 Penalty: 3586.197754
	Iteration 82Q: 3 clusters Score -6804222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6804221.500000 Penalty: 3586.197754
	Iteration 83F: 3 clusters Score -6804222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128970 members 
Entering Unmasked Estep 
Score: -14151660.000000 Penalty: 1912.191895
	Iteration 0F: 2 clusters Score -1.415166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -14065352.000000 Penalty: 3824.383789
	Iteration 0F: 3 clusters Score -1.406535e+07 nChanged 62002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -14101908.000000 Penalty: 3824.383789
	Iteration 1F: 3 clusters Score -1.410191e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -14103288.000000 Penalty: 3824.383789
	Iteration 2Q: 3 clusters Score -1.410329e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -14105282.000000 Penalty: 3824.383789
	Iteration 3Q: 3 clusters Score -1.410528e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -14108750.000000 Penalty: 3824.383789
	Iteration 4Q: 3 clusters Score -1.410875e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -14113599.000000 Penalty: 3824.383789
	Iteration 5F: 3 clusters Score -1.41136e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -14119449.000000 Penalty: 3824.383789
	Iteration 6F: 3 clusters Score -1.411945e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -14126195.000000 Penalty: 3824.383789
	Iteration 7F: 3 clusters Score -1.41262e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -14133073.000000 Penalty: 3824.383789
	Iteration 8F: 3 clusters Score -1.413307e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -14139133.000000 Penalty: 3824.383789
	Iteration 9F: 3 clusters Score -1.413913e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 121394 members 
Entering Unmasked Estep 
Score: -14143912.000000 Penalty: 3824.383789
	Iteration 10Q: 3 clusters Score -1.414391e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 3824.383789
	Iteration 11Q: 3 clusters Score -1.414691e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -14148547.000000 Penalty: 3824.383789
	Iteration 12Q: 3 clusters Score -1.414855e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -14149322.000000 Penalty: 3824.383789
	Iteration 13Q: 3 clusters Score -1.414932e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -14149642.000000 Penalty: 3824.383789
	Iteration 14Q: 3 clusters Score -1.414964e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -14149775.000000 Penalty: 3824.383789
	Iteration 15Q: 3 clusters Score -1.414978e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 128644 members 
Entering Unmasked Estep 
Score: -14149839.000000 Penalty: 3824.383789
	Iteration 16Q: 3 clusters Score -1.414984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -14149878.000000 Penalty: 3824.383789
	Iteration 17Q: 3 clusters Score -1.414988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -14149908.000000 Penalty: 3824.383789
	Iteration 18Q: 3 clusters Score -1.414991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -14149921.000000 Penalty: 3824.383789
	Iteration 19Q: 3 clusters Score -1.414992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 128711 members 
Entering Unmasked Estep 
Score: -14149941.000000 Penalty: 3824.383789
	Iteration 20F: 3 clusters Score -1.414994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -14149942.000000 Penalty: 3824.383789
	Iteration 21Q: 3 clusters Score -1.414994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -14149958.000000 Penalty: 3824.383789
	Iteration 22Q: 3 clusters Score -1.414996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -14149957.000000 Penalty: 3824.383789
	Iteration 23Q: 3 clusters Score -1.414996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 128722 members 
Entering Unmasked Estep 
Score: -14149959.000000 Penalty: 3824.383789
	Iteration 24Q: 3 clusters Score -1.414996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -14149958.000000 Penalty: 3824.383789
	Iteration 25Q: 3 clusters Score -1.414996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 128729 members 
Entering Unmasked Estep 
Score: -14149960.000000 Penalty: 3824.383789
	Iteration 26Q: 3 clusters Score -1.414996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128733 members 
Entering Unmasked Estep 
Score: -14149973.000000 Penalty: 3824.383789
	Iteration 27Q: 3 clusters Score -1.414997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128733 members 
Entering Unmasked Estep 
Score: -14149967.000000 Penalty: 3824.383789
	Iteration 28Q: 3 clusters Score -1.414997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -14149973.000000 Penalty: 3824.383789
	Iteration 29Q: 3 clusters Score -1.414997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -14149969.000000 Penalty: 3824.383789
	Iteration 30Q: 3 clusters Score -1.414997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -14149969.000000 Penalty: 3824.383789
	Iteration 31F: 3 clusters Score -1.414997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Entering Unmasked Estep 
Score: -4208441.500000 Penalty: 1714.462402
	Iteration 0F: 2 clusters Score -4208442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4182816.500000 Penalty: 3428.924805
	Iteration 0F: 3 clusters Score -4182816 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -4192765.750000 Penalty: 3428.924805
	Iteration 1F: 3 clusters Score -4192766 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4193302.750000 Penalty: 3428.924805
	Iteration 2Q: 3 clusters Score -4193303 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4194030.500000 Penalty: 3428.924805
	Iteration 3Q: 3 clusters Score -4194030 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4195162.000000 Penalty: 3428.924805
	Iteration 4F: 3 clusters Score -4195162 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4196857.000000 Penalty: 3428.924805
	Iteration 5F: 3 clusters Score -4196857 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4199204.000000 Penalty: 3428.924805
	Iteration 6F: 3 clusters Score -4199204 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -4201687.500000 Penalty: 3428.924805
	Iteration 7F: 3 clusters Score -4201688 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4203750.500000 Penalty: 3428.924805
	Iteration 8F: 3 clusters Score -4203750 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4205118.000000 Penalty: 3428.924805
	Iteration 9Q: 3 clusters Score -4205118 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4205914.000000 Penalty: 3428.924805
	Iteration 10Q: 3 clusters Score -4205914 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4206344.000000 Penalty: 3428.924805
	Iteration 11Q: 3 clusters Score -4206344 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4206598.000000 Penalty: 3428.924805
	Iteration 12Q: 3 clusters Score -4206598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4206719.000000 Penalty: 3428.924805
	Iteration 13Q: 3 clusters Score -4206719 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4206805.000000 Penalty: 3428.924805
	Iteration 14Q: 3 clusters Score -4206805 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4206855.000000 Penalty: 3428.924805
	Iteration 15Q: 3 clusters Score -4206855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4206869.000000 Penalty: 3428.924805
	Iteration 16Q: 3 clusters Score -4206869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4206880.500000 Penalty: 3428.924805
	Iteration 17Q: 3 clusters Score -4206880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4206896.500000 Penalty: 3428.924805
	Iteration 18Q: 3 clusters Score -4206896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4206908.000000 Penalty: 3428.924805
	Iteration 19Q: 3 clusters Score -4206908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4206917.000000 Penalty: 3428.924805
	Iteration 20F: 3 clusters Score -4206917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4206934.500000 Penalty: 3428.924805
	Iteration 21Q: 3 clusters Score -4206934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4206943.000000 Penalty: 3428.924805
	Iteration 22Q: 3 clusters Score -4206943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4206944.000000 Penalty: 3428.924805
	Iteration 23Q: 3 clusters Score -4206944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4206957.000000 Penalty: 3428.924805
	Iteration 24Q: 3 clusters Score -4206957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4206955.500000 Penalty: 3428.924805
	Iteration 25Q: 3 clusters Score -4206956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4206954.500000 Penalty: 3428.924805
	Iteration 26Q: 3 clusters Score -4206954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4206954.000000 Penalty: 3428.924805
	Iteration 27Q: 3 clusters Score -4206954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4206957.500000 Penalty: 3428.924805
	Iteration 28Q: 3 clusters Score -4206958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4206959.000000 Penalty: 3428.924805
	Iteration 29Q: 3 clusters Score -4206959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4206959.000000 Penalty: 3428.924805
	Iteration 30Q: 3 clusters Score -4206959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4206964.000000 Penalty: 3428.924805
	Iteration 31Q: 3 clusters Score -4206964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4206966.500000 Penalty: 3428.924805
	Iteration 32Q: 3 clusters Score -4206966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4206968.000000 Penalty: 3428.924805
	Iteration 33Q: 3 clusters Score -4206968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4206964.500000 Penalty: 3428.924805
	Iteration 34Q: 3 clusters Score -4206964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4206967.500000 Penalty: 3428.924805
	Iteration 35Q: 3 clusters Score -4206968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4206966.500000 Penalty: 3428.924805
	Iteration 36Q: 3 clusters Score -4206966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4206969.500000 Penalty: 3428.924805
	Iteration 37Q: 3 clusters Score -4206970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4206969.000000 Penalty: 3428.924805
	Iteration 38Q: 3 clusters Score -4206969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4206976.000000 Penalty: 3428.924805
	Iteration 39Q: 3 clusters Score -4206976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4206980.500000 Penalty: 3428.924805
	Iteration 40F: 3 clusters Score -4206980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4206984.000000 Penalty: 3428.924805
	Iteration 41Q: 3 clusters Score -4206984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4206982.000000 Penalty: 3428.924805
	Iteration 42Q: 3 clusters Score -4206982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4206979.000000 Penalty: 3428.924805
	Iteration 43Q: 3 clusters Score -4206979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4206980.500000 Penalty: 3428.924805
	Iteration 44Q: 3 clusters Score -4206980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4206985.000000 Penalty: 3428.924805
	Iteration 45Q: 3 clusters Score -4206985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4206988.500000 Penalty: 3428.924805
	Iteration 46Q: 3 clusters Score -4206988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4206989.000000 Penalty: 3428.924805
	Iteration 47Q: 3 clusters Score -4206989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4206988.500000 Penalty: 3428.924805
	Iteration 48Q: 3 clusters Score -4206988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4206984.000000 Penalty: 3428.924805
	Iteration 49Q: 3 clusters Score -4206984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4206985.000000 Penalty: 3428.924805
	Iteration 50Q: 3 clusters Score -4206985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4206983.500000 Penalty: 3428.924805
	Iteration 51Q: 3 clusters Score -4206984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4206990.000000 Penalty: 3428.924805
	Iteration 52Q: 3 clusters Score -4206990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4206989.000000 Penalty: 3428.924805
	Iteration 53Q: 3 clusters Score -4206989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4206992.500000 Penalty: 3428.924805
	Iteration 54Q: 3 clusters Score -4206992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4206992.000000 Penalty: 3428.924805
	Iteration 55Q: 3 clusters Score -4206992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4206991.500000 Penalty: 3428.924805
	Iteration 56Q: 3 clusters Score -4206992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4206990.500000 Penalty: 3428.924805
	Iteration 57Q: 3 clusters Score -4206990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4206990.000000 Penalty: 3428.924805
	Iteration 58Q: 3 clusters Score -4206990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4206991.000000 Penalty: 3428.924805
	Iteration 59Q: 3 clusters Score -4206991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4206992.500000 Penalty: 3428.924805
	Iteration 60F: 3 clusters Score -4206992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4206995.500000 Penalty: 3428.924805
	Iteration 61Q: 3 clusters Score -4206996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4206997.000000 Penalty: 3428.924805
	Iteration 62Q: 3 clusters Score -4206997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4207004.000000 Penalty: 3428.924805
	Iteration 63Q: 3 clusters Score -4207004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4207004.000000 Penalty: 3428.924805
	Iteration 64Q: 3 clusters Score -4207004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4207004.500000 Penalty: 3428.924805
	Iteration 65Q: 3 clusters Score -4207004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4207001.000000 Penalty: 3428.924805
	Iteration 66Q: 3 clusters Score -4207001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4207002.000000 Penalty: 3428.924805
	Iteration 67Q: 3 clusters Score -4207002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4206998.500000 Penalty: 3428.924805
	Iteration 68Q: 3 clusters Score -4206998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4206999.000000 Penalty: 3428.924805
	Iteration 69Q: 3 clusters Score -4206999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4206999.000000 Penalty: 3428.924805
	Iteration 70F: 3 clusters Score -4206999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158738 members 
Mstep: Class 4 contains 72802 members 
Mstep: Class 5 contains 122353 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19675 members 
Mstep: Class 13 contains 28017 members 
Mstep: Class 14 contains 155513 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41653 members 
Mstep: Class 18 contains 61973 members 
Mstep: Class 19 contains 128970 members 
Mstep: Class 21 contains 38198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868928.000000 Penalty: 44658.785156
Iteration 239Q: 21 clusters Score -9.886893e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158743 members 
Mstep: Class 4 contains 72805 members 
Mstep: Class 5 contains 122338 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19707 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 155522 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41661 members 
Mstep: Class 18 contains 61964 members 
Mstep: Class 19 contains 128971 members 
Mstep: Class 21 contains 38190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869032.000000 Penalty: 44658.785156
Iteration 240F: 21 clusters Score -9.886903e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158733 members 
Mstep: Class 4 contains 72806 members 
Mstep: Class 5 contains 122327 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14725 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 27975 members 
Mstep: Class 14 contains 155547 members 
Mstep: Class 15 contains 29966 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41671 members 
Mstep: Class 18 contains 61958 members 
Mstep: Class 19 contains 128966 members 
Mstep: Class 21 contains 38178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869056.000000 Penalty: 44658.785156
Iteration 241Q: 21 clusters Score -9.886906e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158715 members 
Mstep: Class 4 contains 72809 members 
Mstep: Class 5 contains 122319 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19770 members 
Mstep: Class 13 contains 27960 members 
Mstep: Class 14 contains 155561 members 
Mstep: Class 15 contains 29965 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41675 members 
Mstep: Class 18 contains 61960 members 
Mstep: Class 19 contains 128959 members 
Mstep: Class 21 contains 38172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869064.000000 Penalty: 44658.785156
Iteration 242Q: 21 clusters Score -9.886906e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158718 members 
Mstep: Class 4 contains 72813 members 
Mstep: Class 5 contains 122312 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 155545 members 
Mstep: Class 15 contains 29962 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41682 members 
Mstep: Class 18 contains 61959 members 
Mstep: Class 19 contains 128949 members 
Mstep: Class 21 contains 38165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868944.000000 Penalty: 44658.785156
Iteration 243Q: 21 clusters Score -9.886894e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158715 members 
Mstep: Class 4 contains 72820 members 
Mstep: Class 5 contains 122308 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19840 members 
Mstep: Class 13 contains 27939 members 
Mstep: Class 14 contains 155526 members 
Mstep: Class 15 contains 29957 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41690 members 
Mstep: Class 18 contains 61957 members 
Mstep: Class 19 contains 128940 members 
Mstep: Class 21 contains 38162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869040.000000 Penalty: 44658.785156
Iteration 244Q: 21 clusters Score -9.886904e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158711 members 
Mstep: Class 4 contains 72824 members 
Mstep: Class 5 contains 122313 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 19871 members 
Mstep: Class 13 contains 27928 members 
Mstep: Class 14 contains 155499 members 
Mstep: Class 15 contains 29958 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41703 members 
Mstep: Class 18 contains 61953 members 
Mstep: Class 19 contains 128931 members 
Mstep: Class 21 contains 38159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869072.000000 Penalty: 44658.785156
Iteration 245Q: 21 clusters Score -9.886907e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158719 members 
Mstep: Class 4 contains 72831 members 
Mstep: Class 5 contains 122318 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 19907 members 
Mstep: Class 13 contains 27912 members 
Mstep: Class 14 contains 155458 members 
Mstep: Class 15 contains 29961 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 61953 members 
Mstep: Class 19 contains 128926 members 
Mstep: Class 21 contains 38153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869160.000000 Penalty: 44658.785156
Iteration 246Q: 21 clusters Score -9.886916e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158723 members 
Mstep: Class 4 contains 72840 members 
Mstep: Class 5 contains 122321 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 19946 members 
Mstep: Class 13 contains 27897 members 
Mstep: Class 14 contains 155419 members 
Mstep: Class 15 contains 29959 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41714 members 
Mstep: Class 18 contains 61946 members 
Mstep: Class 19 contains 128924 members 
Mstep: Class 21 contains 38150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869064.000000 Penalty: 44658.785156
Iteration 247Q: 21 clusters Score -9.886906e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158714 members 
Mstep: Class 4 contains 72849 members 
Mstep: Class 5 contains 122323 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 19975 members 
Mstep: Class 13 contains 27887 members 
Mstep: Class 14 contains 155400 members 
Mstep: Class 15 contains 29955 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41721 members 
Mstep: Class 18 contains 61942 members 
Mstep: Class 19 contains 128927 members 
Mstep: Class 21 contains 38145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869000.000000 Penalty: 44658.785156
Iteration 248Q: 21 clusters Score -9.8869e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158713 members 
Mstep: Class 4 contains 72852 members 
Mstep: Class 5 contains 122329 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 19998 members 
Mstep: Class 13 contains 27877 members 
Mstep: Class 14 contains 155380 members 
Mstep: Class 15 contains 29960 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41730 members 
Mstep: Class 18 contains 61936 members 
Mstep: Class 19 contains 128925 members 
Mstep: Class 21 contains 38139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869080.000000 Penalty: 44658.785156
Iteration 249Q: 21 clusters Score -9.886908e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158716 members 
Mstep: Class 4 contains 72854 members 
Mstep: Class 5 contains 122330 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14725 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 20012 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 155368 members 
Mstep: Class 15 contains 29963 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41743 members 
Mstep: Class 18 contains 61932 members 
Mstep: Class 19 contains 128926 members 
Mstep: Class 21 contains 38134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869016.000000 Penalty: 44658.785156
Iteration 250Q: 21 clusters Score -9.886902e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158713 members 
Mstep: Class 4 contains 72853 members 
Mstep: Class 5 contains 122329 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 20025 members 
Mstep: Class 13 contains 27855 members 
Mstep: Class 14 contains 155357 members 
Mstep: Class 15 contains 29964 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41755 members 
Mstep: Class 18 contains 61928 members 
Mstep: Class 19 contains 128929 members 
Mstep: Class 21 contains 38130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869032.000000 Penalty: 44658.785156
Iteration 251Q: 21 clusters Score -9.886903e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158702 members 
Mstep: Class 4 contains 72859 members 
Mstep: Class 5 contains 122332 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 20044 members 
Mstep: Class 13 contains 27845 members 
Mstep: Class 14 contains 155338 members 
Mstep: Class 15 contains 29964 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41766 members 
Mstep: Class 18 contains 61931 members 
Mstep: Class 19 contains 128929 members 
Mstep: Class 21 contains 38128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869008.000000 Penalty: 44658.785156
Iteration 252Q: 21 clusters Score -9.886901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158695 members 
Mstep: Class 4 contains 72855 members 
Mstep: Class 5 contains 122334 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 20064 members 
Mstep: Class 13 contains 27841 members 
Mstep: Class 14 contains 155323 members 
Mstep: Class 15 contains 29966 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41775 members 
Mstep: Class 18 contains 61925 members 
Mstep: Class 19 contains 128933 members 
Mstep: Class 21 contains 38128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868984.000000 Penalty: 44658.785156
Iteration 253Q: 21 clusters Score -9.886898e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158685 members 
Mstep: Class 4 contains 72851 members 
Mstep: Class 5 contains 122329 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20080 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 155317 members 
Mstep: Class 15 contains 29967 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41781 members 
Mstep: Class 18 contains 61920 members 
Mstep: Class 19 contains 128940 members 
Mstep: Class 21 contains 38131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869176.000000 Penalty: 44658.785156
Iteration 254Q: 21 clusters Score -9.886918e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158685 members 
Mstep: Class 4 contains 72848 members 
Mstep: Class 5 contains 122325 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20095 members 
Mstep: Class 13 contains 27833 members 
Mstep: Class 14 contains 155310 members 
Mstep: Class 15 contains 29965 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41787 members 
Mstep: Class 18 contains 61916 members 
Mstep: Class 19 contains 128941 members 
Mstep: Class 21 contains 38132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869192.000000 Penalty: 44658.785156
Iteration 255Q: 21 clusters Score -9.886919e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158671 members 
Mstep: Class 4 contains 72850 members 
Mstep: Class 5 contains 122321 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14725 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20102 members 
Mstep: Class 13 contains 27826 members 
Mstep: Class 14 contains 155313 members 
Mstep: Class 15 contains 29961 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41796 members 
Mstep: Class 18 contains 61917 members 
Mstep: Class 19 contains 128944 members 
Mstep: Class 21 contains 38132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869112.000000 Penalty: 44658.785156
Iteration 256Q: 21 clusters Score -9.886911e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158677 members 
Mstep: Class 4 contains 72855 members 
Mstep: Class 5 contains 122318 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20111 members 
Mstep: Class 13 contains 27818 members 
Mstep: Class 14 contains 155305 members 
Mstep: Class 15 contains 29961 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41798 members 
Mstep: Class 18 contains 61911 members 
Mstep: Class 19 contains 128948 members 
Mstep: Class 21 contains 38128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869160.000000 Penalty: 44658.785156
Iteration 257Q: 21 clusters Score -9.886916e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158688 members 
Mstep: Class 4 contains 72852 members 
Mstep: Class 5 contains 122315 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20119 members 
Mstep: Class 13 contains 27813 members 
Mstep: Class 14 contains 155292 members 
Mstep: Class 15 contains 29958 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 41807 members 
Mstep: Class 18 contains 61908 members 
Mstep: Class 19 contains 128949 members 
Mstep: Class 21 contains 38124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869312.000000 Penalty: 44658.785156
Iteration 258Q: 21 clusters Score -9.886931e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158698 members 
Mstep: Class 4 contains 72858 members 
Mstep: Class 5 contains 122303 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20127 members 
Mstep: Class 13 contains 27808 members 
Mstep: Class 14 contains 155285 members 
Mstep: Class 15 contains 29962 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41814 members 
Mstep: Class 18 contains 61900 members 
Mstep: Class 19 contains 128947 members 
Mstep: Class 21 contains 38119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869264.000000 Penalty: 44658.785156
Iteration 259Q: 21 clusters Score -9.886926e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158696 members 
Mstep: Class 4 contains 72862 members 
Mstep: Class 5 contains 122291 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20138 members 
Mstep: Class 13 contains 27799 members 
Mstep: Class 14 contains 155298 members 
Mstep: Class 15 contains 29964 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41821 members 
Mstep: Class 18 contains 61893 members 
Mstep: Class 19 contains 128941 members 
Mstep: Class 21 contains 38116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869384.000000 Penalty: 44658.785156
Iteration 260F: 21 clusters Score -9.886938e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158682 members 
Mstep: Class 4 contains 72859 members 
Mstep: Class 5 contains 122276 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20150 members 
Mstep: Class 13 contains 27786 members 
Mstep: Class 14 contains 155334 members 
Mstep: Class 15 contains 29965 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41826 members 
Mstep: Class 18 contains 61887 members 
Mstep: Class 19 contains 128937 members 
Mstep: Class 21 contains 38113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869240.000000 Penalty: 44658.785156
Iteration 261Q: 21 clusters Score -9.886924e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158651 members 
Mstep: Class 4 contains 72856 members 
Mstep: Class 5 contains 122266 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 27772 members 
Mstep: Class 14 contains 155377 members 
Mstep: Class 15 contains 29959 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41826 members 
Mstep: Class 18 contains 61880 members 
Mstep: Class 19 contains 128934 members 
Mstep: Class 21 contains 38106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869200.000000 Penalty: 44658.785156
Iteration 262Q: 21 clusters Score -9.88692e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158631 members 
Mstep: Class 4 contains 72857 members 
Mstep: Class 5 contains 122252 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20189 members 
Mstep: Class 13 contains 27758 members 
Mstep: Class 14 contains 155393 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41832 members 
Mstep: Class 18 contains 61878 members 
Mstep: Class 19 contains 128932 members 
Mstep: Class 21 contains 38102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869168.000000 Penalty: 44658.785156
Iteration 263Q: 21 clusters Score -9.886917e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158611 members 
Mstep: Class 4 contains 72865 members 
Mstep: Class 5 contains 122241 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20204 members 
Mstep: Class 13 contains 27756 members 
Mstep: Class 14 contains 155408 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41838 members 
Mstep: Class 18 contains 61870 members 
Mstep: Class 19 contains 128926 members 
Mstep: Class 21 contains 38096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869056.000000 Penalty: 44658.785156
Iteration 264Q: 21 clusters Score -9.886906e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158579 members 
Mstep: Class 4 contains 72867 members 
Mstep: Class 5 contains 122229 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20218 members 
Mstep: Class 13 contains 27745 members 
Mstep: Class 14 contains 155449 members 
Mstep: Class 15 contains 29948 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41844 members 
Mstep: Class 18 contains 61863 members 
Mstep: Class 19 contains 128921 members 
Mstep: Class 21 contains 38094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869072.000000 Penalty: 44658.785156
Iteration 265Q: 21 clusters Score -9.886907e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158545 members 
Mstep: Class 4 contains 72868 members 
Mstep: Class 5 contains 122222 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20235 members 
Mstep: Class 13 contains 27732 members 
Mstep: Class 14 contains 155483 members 
Mstep: Class 15 contains 29946 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41852 members 
Mstep: Class 18 contains 61859 members 
Mstep: Class 19 contains 128912 members 
Mstep: Class 21 contains 38096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869120.000000 Penalty: 44658.785156
Iteration 266Q: 21 clusters Score -9.886912e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158527 members 
Mstep: Class 4 contains 72872 members 
Mstep: Class 5 contains 122205 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20243 members 
Mstep: Class 13 contains 27719 members 
Mstep: Class 14 contains 155518 members 
Mstep: Class 15 contains 29945 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41864 members 
Mstep: Class 18 contains 61855 members 
Mstep: Class 19 contains 128906 members 
Mstep: Class 21 contains 38091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869168.000000 Penalty: 44658.785156
Iteration 267Q: 21 clusters Score -9.886917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158531 members 
Mstep: Class 4 contains 72875 members 
Mstep: Class 5 contains 122190 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20255 members 
Mstep: Class 13 contains 27707 members 
Mstep: Class 14 contains 155538 members 
Mstep: Class 15 contains 29947 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41869 members 
Mstep: Class 18 contains 61845 members 
Mstep: Class 19 contains 128899 members 
Mstep: Class 21 contains 38084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869160.000000 Penalty: 44658.785156
Iteration 268Q: 21 clusters Score -9.886916e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158536 members 
Mstep: Class 4 contains 72877 members 
Mstep: Class 5 contains 122177 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 20268 members 
Mstep: Class 13 contains 27693 members 
Mstep: Class 14 contains 155557 members 
Mstep: Class 15 contains 29946 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41871 members 
Mstep: Class 18 contains 61834 members 
Mstep: Class 19 contains 128898 members 
Mstep: Class 21 contains 38081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869136.000000 Penalty: 44658.785156
Iteration 269Q: 21 clusters Score -9.886914e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158535 members 
Mstep: Class 4 contains 72878 members 
Mstep: Class 5 contains 122167 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20277 members 
Mstep: Class 13 contains 27683 members 
Mstep: Class 14 contains 155569 members 
Mstep: Class 15 contains 29948 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41877 members 
Mstep: Class 18 contains 61826 members 
Mstep: Class 19 contains 128899 members 
Mstep: Class 21 contains 38079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869208.000000 Penalty: 44658.785156
Iteration 270Q: 21 clusters Score -9.886921e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158527 members 
Mstep: Class 4 contains 72884 members 
Mstep: Class 5 contains 122160 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20288 members 
Mstep: Class 13 contains 27671 members 
Mstep: Class 14 contains 155576 members 
Mstep: Class 15 contains 29951 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41886 members 
Mstep: Class 18 contains 61818 members 
Mstep: Class 19 contains 128901 members 
Mstep: Class 21 contains 38073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869088.000000 Penalty: 44658.785156
Iteration 271Q: 21 clusters Score -9.886909e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158527 members 
Mstep: Class 4 contains 72892 members 
Mstep: Class 5 contains 122158 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20296 members 
Mstep: Class 13 contains 27658 members 
Mstep: Class 14 contains 155574 members 
Mstep: Class 15 contains 29948 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41893 members 
Mstep: Class 18 contains 61812 members 
Mstep: Class 19 contains 128896 members 
Mstep: Class 21 contains 38072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869048.000000 Penalty: 44658.785156
Iteration 272Q: 21 clusters Score -9.886905e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158529 members 
Mstep: Class 4 contains 72891 members 
Mstep: Class 5 contains 122152 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20309 members 
Mstep: Class 13 contains 27643 members 
Mstep: Class 14 contains 155577 members 
Mstep: Class 15 contains 29948 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41898 members 
Mstep: Class 18 contains 61808 members 
Mstep: Class 19 contains 128895 members 
Mstep: Class 21 contains 38071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869000.000000 Penalty: 44658.785156
Iteration 273Q: 21 clusters Score -9.8869e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158538 members 
Mstep: Class 4 contains 72893 members 
Mstep: Class 5 contains 122142 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14718 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20316 members 
Mstep: Class 13 contains 27626 members 
Mstep: Class 14 contains 155581 members 
Mstep: Class 15 contains 29943 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41904 members 
Mstep: Class 18 contains 61805 members 
Mstep: Class 19 contains 128894 members 
Mstep: Class 21 contains 38072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868968.000000 Penalty: 44658.785156
Iteration 274Q: 21 clusters Score -9.886897e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158527 members 
Mstep: Class 4 contains 72895 members 
Mstep: Class 5 contains 122130 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20323 members 
Mstep: Class 13 contains 27611 members 
Mstep: Class 14 contains 155601 members 
Mstep: Class 15 contains 29943 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41914 members 
Mstep: Class 18 contains 61803 members 
Mstep: Class 19 contains 128890 members 
Mstep: Class 21 contains 38065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869016.000000 Penalty: 44658.785156
Iteration 275Q: 21 clusters Score -9.886902e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158521 members 
Mstep: Class 4 contains 72901 members 
Mstep: Class 5 contains 122124 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20329 members 
Mstep: Class 13 contains 27596 members 
Mstep: Class 14 contains 155615 members 
Mstep: Class 15 contains 29941 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41921 members 
Mstep: Class 18 contains 61797 members 
Mstep: Class 19 contains 128887 members 
Mstep: Class 21 contains 38062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869048.000000 Penalty: 44658.785156
Iteration 276Q: 21 clusters Score -9.886905e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158516 members 
Mstep: Class 4 contains 72899 members 
Mstep: Class 5 contains 122117 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20330 members 
Mstep: Class 13 contains 27582 members 
Mstep: Class 14 contains 155634 members 
Mstep: Class 15 contains 29942 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41922 members 
Mstep: Class 18 contains 61792 members 
Mstep: Class 19 contains 128887 members 
Mstep: Class 21 contains 38058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869080.000000 Penalty: 44658.785156
Iteration 277Q: 21 clusters Score -9.886908e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158527 members 
Mstep: Class 4 contains 72900 members 
Mstep: Class 5 contains 122107 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 27566 members 
Mstep: Class 14 contains 155641 members 
Mstep: Class 15 contains 29940 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 41928 members 
Mstep: Class 18 contains 61784 members 
Mstep: Class 19 contains 128886 members 
Mstep: Class 21 contains 38054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869000.000000 Penalty: 44658.785156
Iteration 278Q: 21 clusters Score -9.8869e+07 nChanged 126
Entering ConstructFrom: 
Score: -98869000.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Entering Unmasked Estep 
Score: -4332784.000000 Penalty: 1728.349976
	Iteration 0F: 2 clusters Score -4332784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4304733.000000 Penalty: 3456.699951
	Iteration 0F: 3 clusters Score -4304733 nChanged 19553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4315625.000000 Penalty: 3456.699951
	Iteration 1F: 3 clusters Score -4315625 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4316040.000000 Penalty: 3456.699951
	Iteration 2Q: 3 clusters Score -4316040 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4316583.000000 Penalty: 3456.699951
	Iteration 3Q: 3 clusters Score -4316583 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4317481.000000 Penalty: 3456.699951
	Iteration 4Q: 3 clusters Score -4317481 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4319179.500000 Penalty: 3456.699951
	Iteration 5F: 3 clusters Score -4319180 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -4322307.500000 Penalty: 3456.699951
	Iteration 6F: 3 clusters Score -4322308 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4326326.000000 Penalty: 3456.699951
	Iteration 7F: 3 clusters Score -4326326 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4329756.500000 Penalty: 3456.699951
	Iteration 8F: 3 clusters Score -4329756 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4331470.000000 Penalty: 3456.699951
	Iteration 9Q: 3 clusters Score -4331470 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4332115.500000 Penalty: 3456.699951
	Iteration 10Q: 3 clusters Score -4332116 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4332372.500000 Penalty: 3456.699951
	Iteration 11Q: 3 clusters Score -4332372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4332574.500000 Penalty: 3456.699951
	Iteration 12Q: 3 clusters Score -4332574 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4332646.500000 Penalty: 3456.699951
	Iteration 13Q: 3 clusters Score -4332646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4332691.500000 Penalty: 3456.699951
	Iteration 14Q: 3 clusters Score -4332692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4332735.500000 Penalty: 3456.699951
	Iteration 15Q: 3 clusters Score -4332736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4332785.500000 Penalty: 3456.699951
	Iteration 16Q: 3 clusters Score -4332786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4332840.500000 Penalty: 3456.699951
	Iteration 17Q: 3 clusters Score -4332840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4332913.500000 Penalty: 3456.699951
	Iteration 18Q: 3 clusters Score -4332914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4333029.000000 Penalty: 3456.699951
	Iteration 19Q: 3 clusters Score -4333029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4333103.500000 Penalty: 3456.699951
	Iteration 20F: 3 clusters Score -4333104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4333130.000000 Penalty: 3456.699951
	Iteration 21Q: 3 clusters Score -4333130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4333154.500000 Penalty: 3456.699951
	Iteration 22Q: 3 clusters Score -4333154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4333155.000000 Penalty: 3456.699951
	Iteration 23Q: 3 clusters Score -4333155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4333149.000000 Penalty: 3456.699951
	Iteration 24Q: 3 clusters Score -4333149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4333155.000000 Penalty: 3456.699951
	Iteration 25Q: 3 clusters Score -4333155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4333155.000000 Penalty: 3456.699951
	Iteration 26Q: 3 clusters Score -4333155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4333159.500000 Penalty: 3456.699951
	Iteration 27Q: 3 clusters Score -4333160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4333164.000000 Penalty: 3456.699951
	Iteration 28Q: 3 clusters Score -4333164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4333172.500000 Penalty: 3456.699951
	Iteration 29Q: 3 clusters Score -4333172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4333167.000000 Penalty: 3456.699951
	Iteration 30Q: 3 clusters Score -4333167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4333166.000000 Penalty: 3456.699951
	Iteration 31Q: 3 clusters Score -4333166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4333169.000000 Penalty: 3456.699951
	Iteration 32Q: 3 clusters Score -4333169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4333171.000000 Penalty: 3456.699951
	Iteration 33Q: 3 clusters Score -4333171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4333171.000000 Penalty: 3456.699951
	Iteration 34F: 3 clusters Score -4333171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158535 members 
Mstep: Class 4 contains 72903 members 
Mstep: Class 5 contains 122103 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 27553 members 
Mstep: Class 14 contains 155653 members 
Mstep: Class 15 contains 29939 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41932 members 
Mstep: Class 18 contains 61777 members 
Mstep: Class 19 contains 128886 members 
Mstep: Class 20 contains 1703 members 
Mstep: Class 21 contains 38043 members 
Entering Unmasked Estep 
Score: -98868272.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98869000.000000 to -98868272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -60296.617188 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -60296.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59153.035156 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -59153.04 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59427.683594 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -59427.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59535.027344 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -59535.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59652.757812 Penalty: 2120.634521
	Iteration 3F: 3 clusters Score -59652.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59828.332031 Penalty: 2120.634521
	Iteration 4F: 3 clusters Score -59828.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60011.039062 Penalty: 2120.634521
	Iteration 5F: 3 clusters Score -60011.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60232.843750 Penalty: 2120.634521
	Iteration 6F: 3 clusters Score -60232.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60385.726562 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -60385.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60519.937500 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -60519.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60672.296875 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -60672.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60791.121094 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -60791.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60847.957031 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -60847.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60865.515625 Penalty: 2120.634521
	Iteration 12Q: 3 clusters Score -60865.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60868.816406 Penalty: 2120.634521
	Iteration 13Q: 3 clusters Score -60868.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60869.089844 Penalty: 2120.634521
	Iteration 14F: 3 clusters Score -60869.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60885.828125 Penalty: 2120.634521
	Iteration 15Q: 3 clusters Score -60885.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60889.554688 Penalty: 2120.634521
	Iteration 16Q: 3 clusters Score -60889.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60890.367188 Penalty: 2120.634521
	Iteration 17Q: 3 clusters Score -60890.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60890.367188 Penalty: 2120.634521
	Iteration 18F: 3 clusters Score -60890.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 158535 members 
Mstep: Class 4 contains 72903 members 
Mstep: Class 5 contains 122103 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 27553 members 
Mstep: Class 14 contains 155653 members 
Mstep: Class 15 contains 29939 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41932 members 
Mstep: Class 18 contains 61777 members 
Mstep: Class 19 contains 128886 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 21 contains 38043 members 
Entering Unmasked Estep 
Score: -98868264.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98869000.000000 to -98868264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (158535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Entering Unmasked Estep 
Score: -17082140.000000 Penalty: 1945.731323
	Iteration 0F: 2 clusters Score -1.708214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -16978488.000000 Penalty: 3891.462646
	Iteration 0F: 3 clusters Score -1.697849e+07 nChanged 76490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -17023956.000000 Penalty: 3891.462646
	Iteration 1F: 3 clusters Score -1.702396e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -17025494.000000 Penalty: 3891.462646
	Iteration 2Q: 3 clusters Score -1.702549e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -17027612.000000 Penalty: 3891.462646
	Iteration 3Q: 3 clusters Score -1.702761e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -17031452.000000 Penalty: 3891.462646
	Iteration 4Q: 3 clusters Score -1.703145e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -17038260.000000 Penalty: 3891.462646
	Iteration 5F: 3 clusters Score -1.703826e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -17048598.000000 Penalty: 3891.462646
	Iteration 6F: 3 clusters Score -1.70486e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -17060210.000000 Penalty: 3891.462646
	Iteration 7F: 3 clusters Score -1.706021e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136436 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -17069424.000000 Penalty: 3891.462646
	Iteration 8F: 3 clusters Score -1.706942e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141408 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -17074650.000000 Penalty: 3891.462646
	Iteration 9Q: 3 clusters Score -1.707465e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -17077468.000000 Penalty: 3891.462646
	Iteration 10Q: 3 clusters Score -1.707747e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -17078892.000000 Penalty: 3891.462646
	Iteration 11Q: 3 clusters Score -1.707889e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149222 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -17079868.000000 Penalty: 3891.462646
	Iteration 12Q: 3 clusters Score -1.707987e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -17080464.000000 Penalty: 3891.462646
	Iteration 13Q: 3 clusters Score -1.708046e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152362 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -17080956.000000 Penalty: 3891.462646
	Iteration 14Q: 3 clusters Score -1.708096e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -17081170.000000 Penalty: 3891.462646
	Iteration 15Q: 3 clusters Score -1.708117e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -17081226.000000 Penalty: 3891.462646
	Iteration 16Q: 3 clusters Score -1.708123e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -17081316.000000 Penalty: 3891.462646
	Iteration 17Q: 3 clusters Score -1.708132e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155504 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -17081322.000000 Penalty: 3891.462646
	Iteration 18Q: 3 clusters Score -1.708132e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -17081282.000000 Penalty: 3891.462646
	Iteration 19Q: 3 clusters Score -1.708128e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -17081274.000000 Penalty: 3891.462646
	Iteration 20F: 3 clusters Score -1.708127e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156462 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -17081244.000000 Penalty: 3891.462646
	Iteration 21Q: 3 clusters Score -1.708124e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156654 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17081226.000000 Penalty: 3891.462646
	Iteration 22Q: 3 clusters Score -1.708123e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -17081252.000000 Penalty: 3891.462646
	Iteration 23Q: 3 clusters Score -1.708125e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17081246.000000 Penalty: 3891.462646
	Iteration 24Q: 3 clusters Score -1.708125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -17081210.000000 Penalty: 3891.462646
	Iteration 25Q: 3 clusters Score -1.708121e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17081206.000000 Penalty: 3891.462646
	Iteration 26Q: 3 clusters Score -1.708121e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157269 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17081192.000000 Penalty: 3891.462646
	Iteration 27Q: 3 clusters Score -1.708119e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17081176.000000 Penalty: 3891.462646
	Iteration 28Q: 3 clusters Score -1.708118e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17081180.000000 Penalty: 3891.462646
	Iteration 29Q: 3 clusters Score -1.708118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17081188.000000 Penalty: 3891.462646
	Iteration 30Q: 3 clusters Score -1.708119e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17081170.000000 Penalty: 3891.462646
	Iteration 31Q: 3 clusters Score -1.708117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -17081164.000000 Penalty: 3891.462646
	Iteration 32Q: 3 clusters Score -1.708116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -17081166.000000 Penalty: 3891.462646
	Iteration 33Q: 3 clusters Score -1.708117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -17081162.000000 Penalty: 3891.462646
	Iteration 34Q: 3 clusters Score -1.708116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17081154.000000 Penalty: 3891.462646
	Iteration 35Q: 3 clusters Score -1.708115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -17081160.000000 Penalty: 3891.462646
	Iteration 36Q: 3 clusters Score -1.708116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157591 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17081148.000000 Penalty: 3891.462646
	Iteration 37Q: 3 clusters Score -1.708115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17081128.000000 Penalty: 3891.462646
	Iteration 38Q: 3 clusters Score -1.708113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -17081130.000000 Penalty: 3891.462646
	Iteration 39Q: 3 clusters Score -1.708113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17081120.000000 Penalty: 3891.462646
	Iteration 40F: 3 clusters Score -1.708112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157660 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17081126.000000 Penalty: 3891.462646
	Iteration 41Q: 3 clusters Score -1.708113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17081114.000000 Penalty: 3891.462646
	Iteration 42Q: 3 clusters Score -1.708111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17081110.000000 Penalty: 3891.462646
	Iteration 43Q: 3 clusters Score -1.708111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17081096.000000 Penalty: 3891.462646
	Iteration 44Q: 3 clusters Score -1.70811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -17081088.000000 Penalty: 3891.462646
	Iteration 45Q: 3 clusters Score -1.708109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -17081084.000000 Penalty: 3891.462646
	Iteration 46Q: 3 clusters Score -1.708108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -17081088.000000 Penalty: 3891.462646
	Iteration 47Q: 3 clusters Score -1.708109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17081088.000000 Penalty: 3891.462646
	Iteration 48Q: 3 clusters Score -1.708109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -17081090.000000 Penalty: 3891.462646
	Iteration 49Q: 3 clusters Score -1.708109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17081086.000000 Penalty: 3891.462646
	Iteration 50Q: 3 clusters Score -1.708109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17081076.000000 Penalty: 3891.462646
	Iteration 51Q: 3 clusters Score -1.708108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -17081094.000000 Penalty: 3891.462646
	Iteration 52Q: 3 clusters Score -1.708109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17081084.000000 Penalty: 3891.462646
	Iteration 53Q: 3 clusters Score -1.708108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157777 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -17081076.000000 Penalty: 3891.462646
	Iteration 54Q: 3 clusters Score -1.708108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157784 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17081070.000000 Penalty: 3891.462646
	Iteration 55Q: 3 clusters Score -1.708107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -17081070.000000 Penalty: 3891.462646
	Iteration 56Q: 3 clusters Score -1.708107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157792 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17081056.000000 Penalty: 3891.462646
	Iteration 57Q: 3 clusters Score -1.708106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157795 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17081060.000000 Penalty: 3891.462646
	Iteration 58Q: 3 clusters Score -1.708106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -17081058.000000 Penalty: 3891.462646
	Iteration 59Q: 3 clusters Score -1.708106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -17081060.000000 Penalty: 3891.462646
	Iteration 60F: 3 clusters Score -1.708106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Entering Unmasked Estep 
Score: -8016112.000000 Penalty: 1819.493774
	Iteration 0F: 2 clusters Score -8016112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -7967577.500000 Penalty: 3638.987549
	Iteration 0F: 3 clusters Score -7967578 nChanged 34520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -7986946.000000 Penalty: 3638.987549
	Iteration 1F: 3 clusters Score -7986946 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -7987396.000000 Penalty: 3638.987549
	Iteration 2Q: 3 clusters Score -7987396 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7987859.500000 Penalty: 3638.987549
	Iteration 3Q: 3 clusters Score -7987860 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -7988392.500000 Penalty: 3638.987549
	Iteration 4Q: 3 clusters Score -7988392 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -7989186.500000 Penalty: 3638.987549
	Iteration 5Q: 3 clusters Score -7989186 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7990174.000000 Penalty: 3638.987549
	Iteration 6Q: 3 clusters Score -7990174 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7991492.000000 Penalty: 3638.987549
	Iteration 7Q: 3 clusters Score -7991492 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -7993474.000000 Penalty: 3638.987549
	Iteration 8F: 3 clusters Score -7993474 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -7996642.000000 Penalty: 3638.987549
	Iteration 9F: 3 clusters Score -7996642 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -8001143.500000 Penalty: 3638.987549
	Iteration 10F: 3 clusters Score -8001144 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -8005617.500000 Penalty: 3638.987549
	Iteration 11F: 3 clusters Score -8005618 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -8008195.500000 Penalty: 3638.987549
	Iteration 12Q: 3 clusters Score -8008196 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -8009305.500000 Penalty: 3638.987549
	Iteration 13Q: 3 clusters Score -8009306 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -8010018.500000 Penalty: 3638.987549
	Iteration 14Q: 3 clusters Score -8010018 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -8010540.500000 Penalty: 3638.987549
	Iteration 15Q: 3 clusters Score -8010540 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -8010952.500000 Penalty: 3638.987549
	Iteration 16Q: 3 clusters Score -8010952 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -8011327.500000 Penalty: 3638.987549
	Iteration 17Q: 3 clusters Score -8011328 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -8011718.500000 Penalty: 3638.987549
	Iteration 18Q: 3 clusters Score -8011718 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -8012079.500000 Penalty: 3638.987549
	Iteration 19Q: 3 clusters Score -8012080 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -8012408.000000 Penalty: 3638.987549
	Iteration 20F: 3 clusters Score -8012408 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -8012833.500000 Penalty: 3638.987549
	Iteration 21Q: 3 clusters Score -8012834 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -8013107.000000 Penalty: 3638.987549
	Iteration 22Q: 3 clusters Score -8013107 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -8013326.500000 Penalty: 3638.987549
	Iteration 23Q: 3 clusters Score -8013326 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -8013575.500000 Penalty: 3638.987549
	Iteration 24Q: 3 clusters Score -8013576 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -8013783.000000 Penalty: 3638.987549
	Iteration 25Q: 3 clusters Score -8013783 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -8013959.000000 Penalty: 3638.987549
	Iteration 26Q: 3 clusters Score -8013959 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -8014098.000000 Penalty: 3638.987549
	Iteration 27Q: 3 clusters Score -8014098 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -8014221.500000 Penalty: 3638.987549
	Iteration 28Q: 3 clusters Score -8014222 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -8014325.500000 Penalty: 3638.987549
	Iteration 29Q: 3 clusters Score -8014326 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -8014403.500000 Penalty: 3638.987549
	Iteration 30Q: 3 clusters Score -8014404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -8014455.000000 Penalty: 3638.987549
	Iteration 31Q: 3 clusters Score -8014455 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -8014510.000000 Penalty: 3638.987549
	Iteration 32Q: 3 clusters Score -8014510 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -8014553.500000 Penalty: 3638.987549
	Iteration 33Q: 3 clusters Score -8014554 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -8014614.500000 Penalty: 3638.987549
	Iteration 34Q: 3 clusters Score -8014614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -8014670.000000 Penalty: 3638.987549
	Iteration 35Q: 3 clusters Score -8014670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -8014744.000000 Penalty: 3638.987549
	Iteration 36Q: 3 clusters Score -8014744 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -8014768.000000 Penalty: 3638.987549
	Iteration 37Q: 3 clusters Score -8014768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -8014793.000000 Penalty: 3638.987549
	Iteration 38Q: 3 clusters Score -8014793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -8014806.000000 Penalty: 3638.987549
	Iteration 39Q: 3 clusters Score -8014806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -8014792.500000 Penalty: 3638.987549
	Iteration 40F: 3 clusters Score -8014792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -8014817.500000 Penalty: 3638.987549
	Iteration 41Q: 3 clusters Score -8014818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -8014819.000000 Penalty: 3638.987549
	Iteration 42Q: 3 clusters Score -8014819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -8014831.000000 Penalty: 3638.987549
	Iteration 43Q: 3 clusters Score -8014831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -8014831.000000 Penalty: 3638.987549
	Iteration 44Q: 3 clusters Score -8014831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -8014834.000000 Penalty: 3638.987549
	Iteration 45Q: 3 clusters Score -8014834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -8014839.500000 Penalty: 3638.987549
	Iteration 46Q: 3 clusters Score -8014840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -8014844.000000 Penalty: 3638.987549
	Iteration 47Q: 3 clusters Score -8014844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -8014844.500000 Penalty: 3638.987549
	Iteration 48Q: 3 clusters Score -8014844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -8014842.000000 Penalty: 3638.987549
	Iteration 49Q: 3 clusters Score -8014842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -8014844.500000 Penalty: 3638.987549
	Iteration 50Q: 3 clusters Score -8014844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -8014851.000000 Penalty: 3638.987549
	Iteration 51Q: 3 clusters Score -8014851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -8014850.500000 Penalty: 3638.987549
	Iteration 52Q: 3 clusters Score -8014850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -8014849.500000 Penalty: 3638.987549
	Iteration 53Q: 3 clusters Score -8014850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -8014839.000000 Penalty: 3638.987549
	Iteration 54Q: 3 clusters Score -8014839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -8014839.500000 Penalty: 3638.987549
	Iteration 55Q: 3 clusters Score -8014840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -8014848.500000 Penalty: 3638.987549
	Iteration 56Q: 3 clusters Score -8014848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -8014855.000000 Penalty: 3638.987549
	Iteration 57Q: 3 clusters Score -8014855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -8014855.500000 Penalty: 3638.987549
	Iteration 58Q: 3 clusters Score -8014856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -8014857.500000 Penalty: 3638.987549
	Iteration 59Q: 3 clusters Score -8014858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -8014853.000000 Penalty: 3638.987549
	Iteration 60F: 3 clusters Score -8014853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -8014859.500000 Penalty: 3638.987549
	Iteration 61Q: 3 clusters Score -8014860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -8014858.500000 Penalty: 3638.987549
	Iteration 62Q: 3 clusters Score -8014858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -8014858.500000 Penalty: 3638.987549
	Iteration 63F: 3 clusters Score -8014858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122103 members 
Entering Unmasked Estep 
Score: -13365462.000000 Penalty: 1903.300659
	Iteration 0F: 2 clusters Score -1.336546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -13283657.000000 Penalty: 3806.601318
	Iteration 0F: 3 clusters Score -1.328366e+07 nChanged 58605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -13318195.000000 Penalty: 3806.601318
	Iteration 1F: 3 clusters Score -1.33182e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -13319403.000000 Penalty: 3806.601318
	Iteration 2Q: 3 clusters Score -1.33194e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -13321299.000000 Penalty: 3806.601318
	Iteration 3Q: 3 clusters Score -1.33213e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -13323601.000000 Penalty: 3806.601318
	Iteration 4Q: 3 clusters Score -1.33236e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -13327316.000000 Penalty: 3806.601318
	Iteration 5F: 3 clusters Score -1.332732e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -13332204.000000 Penalty: 3806.601318
	Iteration 6F: 3 clusters Score -1.33322e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -13338444.000000 Penalty: 3806.601318
	Iteration 7F: 3 clusters Score -1.333844e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -13345169.000000 Penalty: 3806.601318
	Iteration 8F: 3 clusters Score -1.334517e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -13350916.000000 Penalty: 3806.601318
	Iteration 9F: 3 clusters Score -1.335092e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -13355218.000000 Penalty: 3806.601318
	Iteration 10Q: 3 clusters Score -1.335522e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -13357877.000000 Penalty: 3806.601318
	Iteration 11Q: 3 clusters Score -1.335788e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -13359349.000000 Penalty: 3806.601318
	Iteration 12Q: 3 clusters Score -1.335935e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -13360498.000000 Penalty: 3806.601318
	Iteration 13Q: 3 clusters Score -1.33605e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -13361208.000000 Penalty: 3806.601318
	Iteration 14Q: 3 clusters Score -1.336121e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -13361833.000000 Penalty: 3806.601318
	Iteration 15Q: 3 clusters Score -1.336183e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -13362332.000000 Penalty: 3806.601318
	Iteration 16Q: 3 clusters Score -1.336233e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113464 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -13362742.000000 Penalty: 3806.601318
	Iteration 17Q: 3 clusters Score -1.336274e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -13363022.000000 Penalty: 3806.601318
	Iteration 18Q: 3 clusters Score -1.336302e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -13363251.000000 Penalty: 3806.601318
	Iteration 19Q: 3 clusters Score -1.336325e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -13363453.000000 Penalty: 3806.601318
	Iteration 20F: 3 clusters Score -1.336345e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115913 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -13363586.000000 Penalty: 3806.601318
	Iteration 21Q: 3 clusters Score -1.336359e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -13363735.000000 Penalty: 3806.601318
	Iteration 22Q: 3 clusters Score -1.336374e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -13363907.000000 Penalty: 3806.601318
	Iteration 23Q: 3 clusters Score -1.336391e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117017 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -13364015.000000 Penalty: 3806.601318
	Iteration 24Q: 3 clusters Score -1.336402e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -13364094.000000 Penalty: 3806.601318
	Iteration 25Q: 3 clusters Score -1.336409e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117502 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -13364131.000000 Penalty: 3806.601318
	Iteration 26Q: 3 clusters Score -1.336413e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -13364209.000000 Penalty: 3806.601318
	Iteration 27Q: 3 clusters Score -1.336421e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -13364246.000000 Penalty: 3806.601318
	Iteration 28Q: 3 clusters Score -1.336425e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -13364274.000000 Penalty: 3806.601318
	Iteration 29Q: 3 clusters Score -1.336427e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -13364338.000000 Penalty: 3806.601318
	Iteration 30Q: 3 clusters Score -1.336434e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -13364384.000000 Penalty: 3806.601318
	Iteration 31Q: 3 clusters Score -1.336438e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -13364392.000000 Penalty: 3806.601318
	Iteration 32Q: 3 clusters Score -1.336439e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13364407.000000 Penalty: 3806.601318
	Iteration 33Q: 3 clusters Score -1.336441e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118570 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -13364431.000000 Penalty: 3806.601318
	Iteration 34Q: 3 clusters Score -1.336443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13364459.000000 Penalty: 3806.601318
	Iteration 35Q: 3 clusters Score -1.336446e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -13364449.000000 Penalty: 3806.601318
	Iteration 36Q: 3 clusters Score -1.336445e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -13364474.000000 Penalty: 3806.601318
	Iteration 37Q: 3 clusters Score -1.336447e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118814 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -13364458.000000 Penalty: 3806.601318
	Iteration 38Q: 3 clusters Score -1.336446e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -13364481.000000 Penalty: 3806.601318
	Iteration 39Q: 3 clusters Score -1.336448e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -13364492.000000 Penalty: 3806.601318
	Iteration 40F: 3 clusters Score -1.336449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13364510.000000 Penalty: 3806.601318
	Iteration 41Q: 3 clusters Score -1.336451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -13364507.000000 Penalty: 3806.601318
	Iteration 42Q: 3 clusters Score -1.336451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13364505.000000 Penalty: 3806.601318
	Iteration 43Q: 3 clusters Score -1.33645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13364509.000000 Penalty: 3806.601318
	Iteration 44Q: 3 clusters Score -1.336451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119025 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -13364519.000000 Penalty: 3806.601318
	Iteration 45Q: 3 clusters Score -1.336452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -13364524.000000 Penalty: 3806.601318
	Iteration 46Q: 3 clusters Score -1.336452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119053 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -13364515.000000 Penalty: 3806.601318
	Iteration 47Q: 3 clusters Score -1.336452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -13364521.000000 Penalty: 3806.601318
	Iteration 48Q: 3 clusters Score -1.336452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -13364520.000000 Penalty: 3806.601318
	Iteration 49Q: 3 clusters Score -1.336452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119100 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -13364529.000000 Penalty: 3806.601318
	Iteration 50Q: 3 clusters Score -1.336453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -13364530.000000 Penalty: 3806.601318
	Iteration 51Q: 3 clusters Score -1.336453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -13364533.000000 Penalty: 3806.601318
	Iteration 52Q: 3 clusters Score -1.336453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -13364537.000000 Penalty: 3806.601318
	Iteration 53Q: 3 clusters Score -1.336454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119137 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -13364540.000000 Penalty: 3806.601318
	Iteration 54Q: 3 clusters Score -1.336454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119145 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13364538.000000 Penalty: 3806.601318
	Iteration 55Q: 3 clusters Score -1.336454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119151 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -13364545.000000 Penalty: 3806.601318
	Iteration 56Q: 3 clusters Score -1.336454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13364545.000000 Penalty: 3806.601318
	Iteration 57Q: 3 clusters Score -1.336454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -13364551.000000 Penalty: 3806.601318
	Iteration 58Q: 3 clusters Score -1.336455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119162 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -13364544.000000 Penalty: 3806.601318
	Iteration 59Q: 3 clusters Score -1.336454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -13364540.000000 Penalty: 3806.601318
	Iteration 60F: 3 clusters Score -1.336454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -13364538.000000 Penalty: 3806.601318
	Iteration 61Q: 3 clusters Score -1.336454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119167 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -13364530.000000 Penalty: 3806.601318
	Iteration 62Q: 3 clusters Score -1.336453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13364536.000000 Penalty: 3806.601318
	Iteration 63Q: 3 clusters Score -1.336454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13364536.000000 Penalty: 3806.601318
	Iteration 64F: 3 clusters Score -1.336454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -222022.984375 Penalty: 1237.645996
	Iteration 0F: 2 clusters Score -222023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -219883.171875 Penalty: 2475.291992
	Iteration 0F: 3 clusters Score -219883.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -220341.640625 Penalty: 2475.291992
	Iteration 1F: 3 clusters Score -220341.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -220438.640625 Penalty: 2475.291992
	Iteration 2F: 3 clusters Score -220438.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220494.203125 Penalty: 2475.291992
	Iteration 3Q: 3 clusters Score -220494.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -220523.796875 Penalty: 2475.291992
	Iteration 4Q: 3 clusters Score -220523.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220542.656250 Penalty: 2475.291992
	Iteration 5Q: 3 clusters Score -220542.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220561.625000 Penalty: 2475.291992
	Iteration 6Q: 3 clusters Score -220561.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -220571.515625 Penalty: 2475.291992
	Iteration 7Q: 3 clusters Score -220571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -220581.296875 Penalty: 2475.291992
	Iteration 8Q: 3 clusters Score -220581.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -220596.671875 Penalty: 2475.291992
	Iteration 9Q: 3 clusters Score -220596.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -220610.437500 Penalty: 2475.291992
	Iteration 10Q: 3 clusters Score -220610.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -220625.015625 Penalty: 2475.291992
	Iteration 11Q: 3 clusters Score -220625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220647.750000 Penalty: 2475.291992
	Iteration 12Q: 3 clusters Score -220647.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -220666.000000 Penalty: 2475.291992
	Iteration 13Q: 3 clusters Score -220666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -220683.203125 Penalty: 2475.291992
	Iteration 14Q: 3 clusters Score -220683.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -220707.421875 Penalty: 2475.291992
	Iteration 15Q: 3 clusters Score -220707.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -220737.078125 Penalty: 2475.291992
	Iteration 16Q: 3 clusters Score -220737.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -220762.718750 Penalty: 2475.291992
	Iteration 17Q: 3 clusters Score -220762.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -220781.343750 Penalty: 2475.291992
	Iteration 18Q: 3 clusters Score -220781.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -220793.156250 Penalty: 2475.291992
	Iteration 19Q: 3 clusters Score -220793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -220810.125000 Penalty: 2475.291992
	Iteration 20F: 3 clusters Score -220810.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -220824.812500 Penalty: 2475.291992
	Iteration 21Q: 3 clusters Score -220824.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -220837.750000 Penalty: 2475.291992
	Iteration 22Q: 3 clusters Score -220837.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -220848.953125 Penalty: 2475.291992
	Iteration 23Q: 3 clusters Score -220849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -220855.515625 Penalty: 2475.291992
	Iteration 24Q: 3 clusters Score -220855.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -220861.875000 Penalty: 2475.291992
	Iteration 25Q: 3 clusters Score -220861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -220866.859375 Penalty: 2475.291992
	Iteration 26Q: 3 clusters Score -220866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -220871.421875 Penalty: 2475.291992
	Iteration 27Q: 3 clusters Score -220871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -220872.671875 Penalty: 2475.291992
	Iteration 28Q: 3 clusters Score -220872.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -220874.984375 Penalty: 2475.291992
	Iteration 29Q: 3 clusters Score -220875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -220876.890625 Penalty: 2475.291992
	Iteration 30Q: 3 clusters Score -220876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -220880.703125 Penalty: 2475.291992
	Iteration 31Q: 3 clusters Score -220880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -220884.890625 Penalty: 2475.291992
	Iteration 32Q: 3 clusters Score -220884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -220889.562500 Penalty: 2475.291992
	Iteration 33Q: 3 clusters Score -220889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -220892.375000 Penalty: 2475.291992
	Iteration 34Q: 3 clusters Score -220892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -220896.281250 Penalty: 2475.291992
	Iteration 35Q: 3 clusters Score -220896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -220898.453125 Penalty: 2475.291992
	Iteration 36Q: 3 clusters Score -220898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -220899.781250 Penalty: 2475.291992
	Iteration 37Q: 3 clusters Score -220899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -220899.781250 Penalty: 2475.291992
	Iteration 38F: 3 clusters Score -220899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -295116.906250 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -295116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -292585.406250 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -292585.4 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -293180.500000 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -293180.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293286.187500 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -293286.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293343.812500 Penalty: 2581.498779
	Iteration 3Q: 3 clusters Score -293343.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -293382.062500 Penalty: 2581.498779
	Iteration 4Q: 3 clusters Score -293382.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -293407.875000 Penalty: 2581.498779
	Iteration 5Q: 3 clusters Score -293407.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -293428.937500 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -293428.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -293443.781250 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -293443.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -293461.968750 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -293462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -293485.593750 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -293485.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -293501.125000 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -293501.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -293518.562500 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -293518.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -293532.562500 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -293532.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -293541.968750 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -293542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -293550.812500 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -293550.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -293555.875000 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -293555.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -293563.375000 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -293563.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -293570.718750 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -293570.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -293576.968750 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -293577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -293585.093750 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -293585.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -293591.843750 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -293591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -293601.406250 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -293601.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -293610.812500 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -293610.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -293623.031250 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -293623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -293631.718750 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -293631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -293634.187500 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -293634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -293636.750000 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -293636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -293638.218750 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -293638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -293638.968750 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -293639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -293641.031250 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -293641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -293644.250000 Penalty: 2581.498779
	Iteration 30Q: 3 clusters Score -293644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -293649.250000 Penalty: 2581.498779
	Iteration 31Q: 3 clusters Score -293649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -293654.125000 Penalty: 2581.498779
	Iteration 32Q: 3 clusters Score -293654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -293657.687500 Penalty: 2581.498779
	Iteration 33Q: 3 clusters Score -293657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -293659.656250 Penalty: 2581.498779
	Iteration 34Q: 3 clusters Score -293659.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -293663.218750 Penalty: 2581.498779
	Iteration 35Q: 3 clusters Score -293663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -293665.312500 Penalty: 2581.498779
	Iteration 36Q: 3 clusters Score -293665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -293666.125000 Penalty: 2581.498779
	Iteration 37Q: 3 clusters Score -293666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -293666.781250 Penalty: 2581.498779
	Iteration 38Q: 3 clusters Score -293666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -293666.937500 Penalty: 2581.498779
	Iteration 39Q: 3 clusters Score -293666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -293666.937500 Penalty: 2581.498779
	Iteration 40F: 3 clusters Score -293666.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134137.875000 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132560.796875 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132560.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132826.359375 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132826.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132903.875000 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132903.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132950.203125 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -132950.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132973.812500 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132988.406250 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -132988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132997.171875 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -132997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132999.984375 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -133000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133001.718750 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -133001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133001.890625 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -133001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133001.890625 Penalty: 2312.300049
	Iteration 10F: 3 clusters Score -133001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -152921.640625 Penalty: 1177.302979
	Iteration 0F: 2 clusters Score -152921.6 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 695 members 
Entering Unmasked Estep 
Score: -151245.593750 Penalty: 2354.605957
	Iteration 0F: 3 clusters Score -151245.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151594.156250 Penalty: 2354.605957
	Iteration 1F: 3 clusters Score -151594.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151696.515625 Penalty: 2354.605957
	Iteration 2F: 3 clusters Score -151696.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151741.875000 Penalty: 2354.605957
	Iteration 3Q: 3 clusters Score -151741.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -151763.578125 Penalty: 2354.605957
	Iteration 4Q: 3 clusters Score -151763.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -151776.875000 Penalty: 2354.605957
	Iteration 5Q: 3 clusters Score -151776.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151792.937500 Penalty: 2354.605957
	Iteration 6Q: 3 clusters Score -151792.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151808.890625 Penalty: 2354.605957
	Iteration 7Q: 3 clusters Score -151808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151819.890625 Penalty: 2354.605957
	Iteration 8Q: 3 clusters Score -151819.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151831.687500 Penalty: 2354.605957
	Iteration 9Q: 3 clusters Score -151831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151840.546875 Penalty: 2354.605957
	Iteration 10Q: 3 clusters Score -151840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151850.453125 Penalty: 2354.605957
	Iteration 11Q: 3 clusters Score -151850.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151859.906250 Penalty: 2354.605957
	Iteration 12Q: 3 clusters Score -151859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -151869.453125 Penalty: 2354.605957
	Iteration 13Q: 3 clusters Score -151869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151880.578125 Penalty: 2354.605957
	Iteration 14Q: 3 clusters Score -151880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151887.000000 Penalty: 2354.605957
	Iteration 15Q: 3 clusters Score -151887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -151888.750000 Penalty: 2354.605957
	Iteration 16Q: 3 clusters Score -151888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151889.921875 Penalty: 2354.605957
	Iteration 17Q: 3 clusters Score -151889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151891.046875 Penalty: 2354.605957
	Iteration 18Q: 3 clusters Score -151891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151892.062500 Penalty: 2354.605957
	Iteration 19Q: 3 clusters Score -151892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -151892.406250 Penalty: 2354.605957
	Iteration 20F: 3 clusters Score -151892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151893.062500 Penalty: 2354.605957
	Iteration 21Q: 3 clusters Score -151893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151893.062500 Penalty: 2354.605957
	Iteration 22F: 3 clusters Score -151893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Entering Unmasked Estep 
Score: -1629015.250000 Penalty: 1559.616821
	Iteration 0F: 2 clusters Score -1629015 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 7377 members 
Entering Unmasked Estep 
Score: -1618620.750000 Penalty: 3119.233643
	Iteration 0F: 3 clusters Score -1618621 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1622251.000000 Penalty: 3119.233643
	Iteration 1F: 3 clusters Score -1622251 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1622555.000000 Penalty: 3119.233643
	Iteration 2F: 3 clusters Score -1622555 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1622802.750000 Penalty: 3119.233643
	Iteration 3Q: 3 clusters Score -1622803 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1623018.750000 Penalty: 3119.233643
	Iteration 4Q: 3 clusters Score -1623019 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1623224.625000 Penalty: 3119.233643
	Iteration 5Q: 3 clusters Score -1623225 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1623423.125000 Penalty: 3119.233643
	Iteration 6Q: 3 clusters Score -1623423 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1623637.250000 Penalty: 3119.233643
	Iteration 7Q: 3 clusters Score -1623637 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1623839.625000 Penalty: 3119.233643
	Iteration 8Q: 3 clusters Score -1623840 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1624054.875000 Penalty: 3119.233643
	Iteration 9Q: 3 clusters Score -1624055 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1624306.375000 Penalty: 3119.233643
	Iteration 10Q: 3 clusters Score -1624306 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1624599.875000 Penalty: 3119.233643
	Iteration 11Q: 3 clusters Score -1624600 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1624916.875000 Penalty: 3119.233643
	Iteration 12Q: 3 clusters Score -1624917 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1625288.125000 Penalty: 3119.233643
	Iteration 13Q: 3 clusters Score -1625288 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1625654.000000 Penalty: 3119.233643
	Iteration 14Q: 3 clusters Score -1625654 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1625912.000000 Penalty: 3119.233643
	Iteration 15Q: 3 clusters Score -1625912 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1626111.125000 Penalty: 3119.233643
	Iteration 16Q: 3 clusters Score -1626111 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1626274.125000 Penalty: 3119.233643
	Iteration 17Q: 3 clusters Score -1626274 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1626400.875000 Penalty: 3119.233643
	Iteration 18Q: 3 clusters Score -1626401 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1626521.375000 Penalty: 3119.233643
	Iteration 19Q: 3 clusters Score -1626521 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1626620.125000 Penalty: 3119.233643
	Iteration 20F: 3 clusters Score -1626620 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1626709.875000 Penalty: 3119.233643
	Iteration 21Q: 3 clusters Score -1626710 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1626794.750000 Penalty: 3119.233643
	Iteration 22Q: 3 clusters Score -1626795 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1626870.750000 Penalty: 3119.233643
	Iteration 23Q: 3 clusters Score -1626871 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1626938.125000 Penalty: 3119.233643
	Iteration 24Q: 3 clusters Score -1626938 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1626999.250000 Penalty: 3119.233643
	Iteration 25Q: 3 clusters Score -1626999 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1627055.250000 Penalty: 3119.233643
	Iteration 26Q: 3 clusters Score -1627055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1627100.250000 Penalty: 3119.233643
	Iteration 27Q: 3 clusters Score -1627100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1627137.375000 Penalty: 3119.233643
	Iteration 28Q: 3 clusters Score -1627137 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1627163.625000 Penalty: 3119.233643
	Iteration 29Q: 3 clusters Score -1627164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1627190.000000 Penalty: 3119.233643
	Iteration 30Q: 3 clusters Score -1627190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1627219.750000 Penalty: 3119.233643
	Iteration 31Q: 3 clusters Score -1627220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1627248.125000 Penalty: 3119.233643
	Iteration 32Q: 3 clusters Score -1627248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1627281.500000 Penalty: 3119.233643
	Iteration 33Q: 3 clusters Score -1627282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1627302.125000 Penalty: 3119.233643
	Iteration 34Q: 3 clusters Score -1627302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1627321.625000 Penalty: 3119.233643
	Iteration 35Q: 3 clusters Score -1627322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1627341.125000 Penalty: 3119.233643
	Iteration 36Q: 3 clusters Score -1627341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1627363.500000 Penalty: 3119.233643
	Iteration 37Q: 3 clusters Score -1627364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1627391.750000 Penalty: 3119.233643
	Iteration 38Q: 3 clusters Score -1627392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1627417.375000 Penalty: 3119.233643
	Iteration 39Q: 3 clusters Score -1627417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1627441.375000 Penalty: 3119.233643
	Iteration 40F: 3 clusters Score -1627441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1627473.000000 Penalty: 3119.233643
	Iteration 41Q: 3 clusters Score -1627473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1627490.500000 Penalty: 3119.233643
	Iteration 42Q: 3 clusters Score -1627490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1627505.250000 Penalty: 3119.233643
	Iteration 43Q: 3 clusters Score -1627505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1627526.125000 Penalty: 3119.233643
	Iteration 44Q: 3 clusters Score -1627526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1627535.125000 Penalty: 3119.233643
	Iteration 45Q: 3 clusters Score -1627535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1627545.000000 Penalty: 3119.233643
	Iteration 46Q: 3 clusters Score -1627545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1627557.875000 Penalty: 3119.233643
	Iteration 47Q: 3 clusters Score -1627558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1627572.375000 Penalty: 3119.233643
	Iteration 48Q: 3 clusters Score -1627572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1627580.000000 Penalty: 3119.233643
	Iteration 49Q: 3 clusters Score -1627580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1627591.875000 Penalty: 3119.233643
	Iteration 50Q: 3 clusters Score -1627592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1627598.375000 Penalty: 3119.233643
	Iteration 51Q: 3 clusters Score -1627598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1627603.375000 Penalty: 3119.233643
	Iteration 52Q: 3 clusters Score -1627603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1627607.375000 Penalty: 3119.233643
	Iteration 53Q: 3 clusters Score -1627607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1627610.375000 Penalty: 3119.233643
	Iteration 54Q: 3 clusters Score -1627610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1627617.875000 Penalty: 3119.233643
	Iteration 55Q: 3 clusters Score -1627618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1627628.750000 Penalty: 3119.233643
	Iteration 56Q: 3 clusters Score -1627629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1627632.750000 Penalty: 3119.233643
	Iteration 57Q: 3 clusters Score -1627633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1627637.375000 Penalty: 3119.233643
	Iteration 58Q: 3 clusters Score -1627637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1627642.250000 Penalty: 3119.233643
	Iteration 59Q: 3 clusters Score -1627642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1627648.875000 Penalty: 3119.233643
	Iteration 60F: 3 clusters Score -1627649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1627660.000000 Penalty: 3119.233643
	Iteration 61Q: 3 clusters Score -1627660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1627662.000000 Penalty: 3119.233643
	Iteration 62Q: 3 clusters Score -1627662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1627663.125000 Penalty: 3119.233643
	Iteration 63Q: 3 clusters Score -1627663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1627663.875000 Penalty: 3119.233643
	Iteration 64Q: 3 clusters Score -1627664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1627663.125000 Penalty: 3119.233643
	Iteration 65Q: 3 clusters Score -1627663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1627668.250000 Penalty: 3119.233643
	Iteration 66Q: 3 clusters Score -1627668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1627670.750000 Penalty: 3119.233643
	Iteration 67Q: 3 clusters Score -1627671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1627676.625000 Penalty: 3119.233643
	Iteration 68Q: 3 clusters Score -1627677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1627678.875000 Penalty: 3119.233643
	Iteration 69Q: 3 clusters Score -1627679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1627678.375000 Penalty: 3119.233643
	Iteration 70Q: 3 clusters Score -1627678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1627682.625000 Penalty: 3119.233643
	Iteration 71Q: 3 clusters Score -1627683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1627682.125000 Penalty: 3119.233643
	Iteration 72Q: 3 clusters Score -1627682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1627685.875000 Penalty: 3119.233643
	Iteration 73Q: 3 clusters Score -1627686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1627689.250000 Penalty: 3119.233643
	Iteration 74Q: 3 clusters Score -1627689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1627695.750000 Penalty: 3119.233643
	Iteration 75Q: 3 clusters Score -1627696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1627696.250000 Penalty: 3119.233643
	Iteration 76Q: 3 clusters Score -1627696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1627695.625000 Penalty: 3119.233643
	Iteration 77Q: 3 clusters Score -1627696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1627701.500000 Penalty: 3119.233643
	Iteration 78Q: 3 clusters Score -1627702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1627702.625000 Penalty: 3119.233643
	Iteration 79Q: 3 clusters Score -1627703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1627701.625000 Penalty: 3119.233643
	Iteration 80F: 3 clusters Score -1627702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1627702.500000 Penalty: 3119.233643
	Iteration 81Q: 3 clusters Score -1627702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1627703.625000 Penalty: 3119.233643
	Iteration 82Q: 3 clusters Score -1627704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1627705.500000 Penalty: 3119.233643
	Iteration 83Q: 3 clusters Score -1627706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1627708.250000 Penalty: 3119.233643
	Iteration 84Q: 3 clusters Score -1627708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1627711.625000 Penalty: 3119.233643
	Iteration 85Q: 3 clusters Score -1627712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1627708.625000 Penalty: 3119.233643
	Iteration 86Q: 3 clusters Score -1627709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1627709.875000 Penalty: 3119.233643
	Iteration 87Q: 3 clusters Score -1627710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1627707.500000 Penalty: 3119.233643
	Iteration 88Q: 3 clusters Score -1627708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1627708.500000 Penalty: 3119.233643
	Iteration 89Q: 3 clusters Score -1627708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1627708.250000 Penalty: 3119.233643
	Iteration 90Q: 3 clusters Score -1627708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1627709.000000 Penalty: 3119.233643
	Iteration 91Q: 3 clusters Score -1627709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1627711.000000 Penalty: 3119.233643
	Iteration 92Q: 3 clusters Score -1627711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1627711.875000 Penalty: 3119.233643
	Iteration 93Q: 3 clusters Score -1627712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1627711.875000 Penalty: 3119.233643
	Iteration 94Q: 3 clusters Score -1627712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1627713.500000 Penalty: 3119.233643
	Iteration 95Q: 3 clusters Score -1627714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1627715.375000 Penalty: 3119.233643
	Iteration 96Q: 3 clusters Score -1627715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1627713.500000 Penalty: 3119.233643
	Iteration 97Q: 3 clusters Score -1627714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1627715.375000 Penalty: 3119.233643
	Iteration 98Q: 3 clusters Score -1627715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1627717.875000 Penalty: 3119.233643
	Iteration 99Q: 3 clusters Score -1627718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1627715.625000 Penalty: 3119.233643
	Iteration 100F: 3 clusters Score -1627716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1627720.250000 Penalty: 3119.233643
	Iteration 101Q: 3 clusters Score -1627720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1627721.375000 Penalty: 3119.233643
	Iteration 102Q: 3 clusters Score -1627721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1627721.250000 Penalty: 3119.233643
	Iteration 103Q: 3 clusters Score -1627721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1627725.000000 Penalty: 3119.233643
	Iteration 104Q: 3 clusters Score -1627725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1627724.750000 Penalty: 3119.233643
	Iteration 105Q: 3 clusters Score -1627725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1627725.875000 Penalty: 3119.233643
	Iteration 106Q: 3 clusters Score -1627726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1627727.125000 Penalty: 3119.233643
	Iteration 107Q: 3 clusters Score -1627727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1627727.875000 Penalty: 3119.233643
	Iteration 108Q: 3 clusters Score -1627728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1627726.125000 Penalty: 3119.233643
	Iteration 109Q: 3 clusters Score -1627726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1627726.000000 Penalty: 3119.233643
	Iteration 110Q: 3 clusters Score -1627726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1627726.125000 Penalty: 3119.233643
	Iteration 111Q: 3 clusters Score -1627726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1627724.375000 Penalty: 3119.233643
	Iteration 112Q: 3 clusters Score -1627724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1627726.125000 Penalty: 3119.233643
	Iteration 113Q: 3 clusters Score -1627726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1627726.125000 Penalty: 3119.233643
	Iteration 114Q: 3 clusters Score -1627726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1627727.500000 Penalty: 3119.233643
	Iteration 115Q: 3 clusters Score -1627728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1627727.125000 Penalty: 3119.233643
	Iteration 116Q: 3 clusters Score -1627727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1627729.500000 Penalty: 3119.233643
	Iteration 117Q: 3 clusters Score -1627730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1627730.625000 Penalty: 3119.233643
	Iteration 118Q: 3 clusters Score -1627731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1627730.250000 Penalty: 3119.233643
	Iteration 119Q: 3 clusters Score -1627730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1627730.750000 Penalty: 3119.233643
	Iteration 120F: 3 clusters Score -1627731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1627730.375000 Penalty: 3119.233643
	Iteration 121Q: 3 clusters Score -1627730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1627730.875000 Penalty: 3119.233643
	Iteration 122Q: 3 clusters Score -1627731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1627730.875000 Penalty: 3119.233643
	Iteration 123Q: 3 clusters Score -1627731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1627730.875000 Penalty: 3119.233643
	Iteration 124F: 3 clusters Score -1627731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -307279.468750 Penalty: 1292.984375
	Iteration 0F: 2 clusters Score -307279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -304638.468750 Penalty: 2585.968750
	Iteration 0F: 3 clusters Score -304638.5 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -305252.250000 Penalty: 2585.968750
	Iteration 1F: 3 clusters Score -305252.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -305471.281250 Penalty: 2585.968750
	Iteration 2F: 3 clusters Score -305471.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -305810.062500 Penalty: 2585.968750
	Iteration 3F: 3 clusters Score -305810.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -306107.000000 Penalty: 2585.968750
	Iteration 4F: 3 clusters Score -306107 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -306389.062500 Penalty: 2585.968750
	Iteration 5F: 3 clusters Score -306389.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -306671.562500 Penalty: 2585.968750
	Iteration 6F: 3 clusters Score -306671.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -306882.437500 Penalty: 2585.968750
	Iteration 7F: 3 clusters Score -306882.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -307024.000000 Penalty: 2585.968750
	Iteration 8Q: 3 clusters Score -307024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -307111.906250 Penalty: 2585.968750
	Iteration 9Q: 3 clusters Score -307111.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -307174.156250 Penalty: 2585.968750
	Iteration 10Q: 3 clusters Score -307174.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -307216.093750 Penalty: 2585.968750
	Iteration 11Q: 3 clusters Score -307216.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -307238.687500 Penalty: 2585.968750
	Iteration 12Q: 3 clusters Score -307238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -307252.812500 Penalty: 2585.968750
	Iteration 13Q: 3 clusters Score -307252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -307266.062500 Penalty: 2585.968750
	Iteration 14Q: 3 clusters Score -307266.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -307274.812500 Penalty: 2585.968750
	Iteration 15Q: 3 clusters Score -307274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -307283.437500 Penalty: 2585.968750
	Iteration 16Q: 3 clusters Score -307283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -307291.656250 Penalty: 2585.968750
	Iteration 17Q: 3 clusters Score -307291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -307302.750000 Penalty: 2585.968750
	Iteration 18Q: 3 clusters Score -307302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -307306.937500 Penalty: 2585.968750
	Iteration 19Q: 3 clusters Score -307306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -307308.875000 Penalty: 2585.968750
	Iteration 20F: 3 clusters Score -307308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -307310.218750 Penalty: 2585.968750
	Iteration 21Q: 3 clusters Score -307310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -307311.468750 Penalty: 2585.968750
	Iteration 22Q: 3 clusters Score -307311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -307311.906250 Penalty: 2585.968750
	Iteration 23Q: 3 clusters Score -307311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -307312.312500 Penalty: 2585.968750
	Iteration 24Q: 3 clusters Score -307312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -307313.343750 Penalty: 2585.968750
	Iteration 25Q: 3 clusters Score -307313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -307313.718750 Penalty: 2585.968750
	Iteration 26Q: 3 clusters Score -307313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -307315.187500 Penalty: 2585.968750
	Iteration 27Q: 3 clusters Score -307315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -307317.687500 Penalty: 2585.968750
	Iteration 28Q: 3 clusters Score -307317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -307319.593750 Penalty: 2585.968750
	Iteration 29Q: 3 clusters Score -307319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -307319.875000 Penalty: 2585.968750
	Iteration 30Q: 3 clusters Score -307319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -307320.468750 Penalty: 2585.968750
	Iteration 31Q: 3 clusters Score -307320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -307320.468750 Penalty: 2585.968750
	Iteration 32F: 3 clusters Score -307320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158535 members 
Mstep: Class 4 contains 72903 members 
Mstep: Class 5 contains 122103 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 27553 members 
Mstep: Class 14 contains 155653 members 
Mstep: Class 15 contains 29939 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41932 members 
Mstep: Class 18 contains 61777 members 
Mstep: Class 19 contains 128886 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 38043 members 
Entering Unmasked Estep 
Score: -98868000.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98869000.000000 to -98868000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (20338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Entering Unmasked Estep 
Score: -2238696.500000 Penalty: 1612.040039
	Iteration 0F: 2 clusters Score -2238696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2224842.000000 Penalty: 3224.080078
	Iteration 0F: 3 clusters Score -2224842 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2229731.500000 Penalty: 3224.080078
	Iteration 1F: 3 clusters Score -2229732 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2230025.000000 Penalty: 3224.080078
	Iteration 2Q: 3 clusters Score -2230025 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2230278.000000 Penalty: 3224.080078
	Iteration 3Q: 3 clusters Score -2230278 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2230544.000000 Penalty: 3224.080078
	Iteration 4Q: 3 clusters Score -2230544 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2230844.250000 Penalty: 3224.080078
	Iteration 5Q: 3 clusters Score -2230844 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2231298.500000 Penalty: 3224.080078
	Iteration 6Q: 3 clusters Score -2231298 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2231982.500000 Penalty: 3224.080078
	Iteration 7F: 3 clusters Score -2231982 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2232970.250000 Penalty: 3224.080078
	Iteration 8F: 3 clusters Score -2232970 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2234243.000000 Penalty: 3224.080078
	Iteration 9F: 3 clusters Score -2234243 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2235534.750000 Penalty: 3224.080078
	Iteration 10F: 3 clusters Score -2235535 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2236491.500000 Penalty: 3224.080078
	Iteration 11Q: 3 clusters Score -2236492 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2237041.750000 Penalty: 3224.080078
	Iteration 12Q: 3 clusters Score -2237042 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2237289.750000 Penalty: 3224.080078
	Iteration 13Q: 3 clusters Score -2237290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2237381.000000 Penalty: 3224.080078
	Iteration 14Q: 3 clusters Score -2237381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2237419.250000 Penalty: 3224.080078
	Iteration 15Q: 3 clusters Score -2237419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2237435.250000 Penalty: 3224.080078
	Iteration 16Q: 3 clusters Score -2237435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2237454.500000 Penalty: 3224.080078
	Iteration 17Q: 3 clusters Score -2237454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2237466.500000 Penalty: 3224.080078
	Iteration 18Q: 3 clusters Score -2237466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2237469.750000 Penalty: 3224.080078
	Iteration 19Q: 3 clusters Score -2237470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2237472.000000 Penalty: 3224.080078
	Iteration 20F: 3 clusters Score -2237472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2237474.250000 Penalty: 3224.080078
	Iteration 21Q: 3 clusters Score -2237474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2237475.500000 Penalty: 3224.080078
	Iteration 22Q: 3 clusters Score -2237476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2237480.500000 Penalty: 3224.080078
	Iteration 23Q: 3 clusters Score -2237480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2237481.500000 Penalty: 3224.080078
	Iteration 24Q: 3 clusters Score -2237482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2237481.500000 Penalty: 3224.080078
	Iteration 25Q: 3 clusters Score -2237482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2237483.500000 Penalty: 3224.080078
	Iteration 26Q: 3 clusters Score -2237484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2237483.500000 Penalty: 3224.080078
	Iteration 27F: 3 clusters Score -2237484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Entering Unmasked Estep 
Score: -3040811.000000 Penalty: 1661.378296
	Iteration 0F: 2 clusters Score -3040811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3022325.500000 Penalty: 3322.756592
	Iteration 0F: 3 clusters Score -3022326 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3029436.750000 Penalty: 3322.756592
	Iteration 1F: 3 clusters Score -3029437 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3029929.500000 Penalty: 3322.756592
	Iteration 2Q: 3 clusters Score -3029930 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3030445.750000 Penalty: 3322.756592
	Iteration 3Q: 3 clusters Score -3030446 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3031068.500000 Penalty: 3322.756592
	Iteration 4Q: 3 clusters Score -3031068 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3031792.500000 Penalty: 3322.756592
	Iteration 5Q: 3 clusters Score -3031792 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3032613.750000 Penalty: 3322.756592
	Iteration 6F: 3 clusters Score -3032614 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3033531.000000 Penalty: 3322.756592
	Iteration 7F: 3 clusters Score -3033531 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3034478.250000 Penalty: 3322.756592
	Iteration 8F: 3 clusters Score -3034478 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3035111.250000 Penalty: 3322.756592
	Iteration 9Q: 3 clusters Score -3035111 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3035447.250000 Penalty: 3322.756592
	Iteration 10Q: 3 clusters Score -3035447 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3035623.250000 Penalty: 3322.756592
	Iteration 11Q: 3 clusters Score -3035623 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3035710.500000 Penalty: 3322.756592
	Iteration 12Q: 3 clusters Score -3035710 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3035789.500000 Penalty: 3322.756592
	Iteration 13Q: 3 clusters Score -3035790 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3035877.500000 Penalty: 3322.756592
	Iteration 14Q: 3 clusters Score -3035878 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3035952.500000 Penalty: 3322.756592
	Iteration 15Q: 3 clusters Score -3035952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3036024.250000 Penalty: 3322.756592
	Iteration 16Q: 3 clusters Score -3036024 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3036117.250000 Penalty: 3322.756592
	Iteration 17Q: 3 clusters Score -3036117 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3036178.500000 Penalty: 3322.756592
	Iteration 18Q: 3 clusters Score -3036178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3036246.750000 Penalty: 3322.756592
	Iteration 19Q: 3 clusters Score -3036247 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3036322.250000 Penalty: 3322.756592
	Iteration 20F: 3 clusters Score -3036322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3036414.250000 Penalty: 3322.756592
	Iteration 21Q: 3 clusters Score -3036414 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3036504.500000 Penalty: 3322.756592
	Iteration 22Q: 3 clusters Score -3036504 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3036608.250000 Penalty: 3322.756592
	Iteration 23Q: 3 clusters Score -3036608 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3036701.000000 Penalty: 3322.756592
	Iteration 24Q: 3 clusters Score -3036701 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3036794.250000 Penalty: 3322.756592
	Iteration 25Q: 3 clusters Score -3036794 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3036930.000000 Penalty: 3322.756592
	Iteration 26Q: 3 clusters Score -3036930 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3037058.500000 Penalty: 3322.756592
	Iteration 27Q: 3 clusters Score -3037058 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3037226.750000 Penalty: 3322.756592
	Iteration 28Q: 3 clusters Score -3037227 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3037417.000000 Penalty: 3322.756592
	Iteration 29Q: 3 clusters Score -3037417 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3037585.250000 Penalty: 3322.756592
	Iteration 30Q: 3 clusters Score -3037585 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3037780.750000 Penalty: 3322.756592
	Iteration 31Q: 3 clusters Score -3037781 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3037968.000000 Penalty: 3322.756592
	Iteration 32Q: 3 clusters Score -3037968 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3038143.750000 Penalty: 3322.756592
	Iteration 33Q: 3 clusters Score -3038144 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3038323.750000 Penalty: 3322.756592
	Iteration 34Q: 3 clusters Score -3038324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3038511.500000 Penalty: 3322.756592
	Iteration 35Q: 3 clusters Score -3038512 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3038664.750000 Penalty: 3322.756592
	Iteration 36Q: 3 clusters Score -3038665 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3038785.750000 Penalty: 3322.756592
	Iteration 37Q: 3 clusters Score -3038786 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3038900.750000 Penalty: 3322.756592
	Iteration 38Q: 3 clusters Score -3038901 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3038994.000000 Penalty: 3322.756592
	Iteration 39Q: 3 clusters Score -3038994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3039065.250000 Penalty: 3322.756592
	Iteration 40F: 3 clusters Score -3039065 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3039134.250000 Penalty: 3322.756592
	Iteration 41Q: 3 clusters Score -3039134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3039190.250000 Penalty: 3322.756592
	Iteration 42Q: 3 clusters Score -3039190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3039234.750000 Penalty: 3322.756592
	Iteration 43Q: 3 clusters Score -3039235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3039267.000000 Penalty: 3322.756592
	Iteration 44Q: 3 clusters Score -3039267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3039279.750000 Penalty: 3322.756592
	Iteration 45Q: 3 clusters Score -3039280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3039299.250000 Penalty: 3322.756592
	Iteration 46Q: 3 clusters Score -3039299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3039317.500000 Penalty: 3322.756592
	Iteration 47Q: 3 clusters Score -3039318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3039342.000000 Penalty: 3322.756592
	Iteration 48Q: 3 clusters Score -3039342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3039354.500000 Penalty: 3322.756592
	Iteration 49Q: 3 clusters Score -3039354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3039367.750000 Penalty: 3322.756592
	Iteration 50Q: 3 clusters Score -3039368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3039379.500000 Penalty: 3322.756592
	Iteration 51Q: 3 clusters Score -3039380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3039382.250000 Penalty: 3322.756592
	Iteration 52Q: 3 clusters Score -3039382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3039389.250000 Penalty: 3322.756592
	Iteration 53Q: 3 clusters Score -3039389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3039393.750000 Penalty: 3322.756592
	Iteration 54Q: 3 clusters Score -3039394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3039392.750000 Penalty: 3322.756592
	Iteration 55Q: 3 clusters Score -3039393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3039394.500000 Penalty: 3322.756592
	Iteration 56Q: 3 clusters Score -3039394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3039399.000000 Penalty: 3322.756592
	Iteration 57Q: 3 clusters Score -3039399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3039404.250000 Penalty: 3322.756592
	Iteration 58Q: 3 clusters Score -3039404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3039403.000000 Penalty: 3322.756592
	Iteration 59Q: 3 clusters Score -3039403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3039399.500000 Penalty: 3322.756592
	Iteration 60F: 3 clusters Score -3039400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3039400.250000 Penalty: 3322.756592
	Iteration 61Q: 3 clusters Score -3039400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3039400.250000 Penalty: 3322.756592
	Iteration 62F: 3 clusters Score -3039400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155653 members 
Entering Unmasked Estep 
Score: -16811608.000000 Penalty: 1942.750000
	Iteration 0F: 2 clusters Score -1.681161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -16708553.000000 Penalty: 3885.500000
	Iteration 0F: 3 clusters Score -1.670855e+07 nChanged 75292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -16753668.000000 Penalty: 3885.500000
	Iteration 1F: 3 clusters Score -1.675367e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -16755072.000000 Penalty: 3885.500000
	Iteration 2Q: 3 clusters Score -1.675507e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -16757432.000000 Penalty: 3885.500000
	Iteration 3Q: 3 clusters Score -1.675743e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -16761520.000000 Penalty: 3885.500000
	Iteration 4F: 3 clusters Score -1.676152e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -16768329.000000 Penalty: 3885.500000
	Iteration 5F: 3 clusters Score -1.676833e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -16778214.000000 Penalty: 3885.500000
	Iteration 6F: 3 clusters Score -1.677821e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -16789858.000000 Penalty: 3885.500000
	Iteration 7F: 3 clusters Score -1.678986e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -16799532.000000 Penalty: 3885.500000
	Iteration 8F: 3 clusters Score -1.679953e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -16805014.000000 Penalty: 3885.500000
	Iteration 9Q: 3 clusters Score -1.680501e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 151252 members 
Entering Unmasked Estep 
Score: -16807660.000000 Penalty: 3885.500000
	Iteration 10Q: 3 clusters Score -1.680766e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -16808964.000000 Penalty: 3885.500000
	Iteration 11Q: 3 clusters Score -1.680896e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -16809454.000000 Penalty: 3885.500000
	Iteration 12Q: 3 clusters Score -1.680945e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 154192 members 
Entering Unmasked Estep 
Score: -16809746.000000 Penalty: 3885.500000
	Iteration 13Q: 3 clusters Score -1.680975e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -16809868.000000 Penalty: 3885.500000
	Iteration 14Q: 3 clusters Score -1.680987e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -16809910.000000 Penalty: 3885.500000
	Iteration 15Q: 3 clusters Score -1.680991e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -16809956.000000 Penalty: 3885.500000
	Iteration 16Q: 3 clusters Score -1.680996e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -16809998.000000 Penalty: 3885.500000
	Iteration 17Q: 3 clusters Score -1.681e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -16810004.000000 Penalty: 3885.500000
	Iteration 18Q: 3 clusters Score -1.681e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -16810016.000000 Penalty: 3885.500000
	Iteration 19Q: 3 clusters Score -1.681002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -16810042.000000 Penalty: 3885.500000
	Iteration 20F: 3 clusters Score -1.681004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -16810050.000000 Penalty: 3885.500000
	Iteration 21Q: 3 clusters Score -1.681005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -16810076.000000 Penalty: 3885.500000
	Iteration 22Q: 3 clusters Score -1.681008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -16810090.000000 Penalty: 3885.500000
	Iteration 23Q: 3 clusters Score -1.681009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
Score: -16810112.000000 Penalty: 3885.500000
	Iteration 24Q: 3 clusters Score -1.681011e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -16810142.000000 Penalty: 3885.500000
	Iteration 25Q: 3 clusters Score -1.681014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -16810150.000000 Penalty: 3885.500000
	Iteration 26Q: 3 clusters Score -1.681015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 154957 members 
Entering Unmasked Estep 
Score: -16810150.000000 Penalty: 3885.500000
	Iteration 27Q: 3 clusters Score -1.681015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 154967 members 
Entering Unmasked Estep 
Score: -16810164.000000 Penalty: 3885.500000
	Iteration 28Q: 3 clusters Score -1.681016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 154973 members 
Entering Unmasked Estep 
Score: -16810170.000000 Penalty: 3885.500000
	Iteration 29Q: 3 clusters Score -1.681017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -16810180.000000 Penalty: 3885.500000
	Iteration 30Q: 3 clusters Score -1.681018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -16810180.000000 Penalty: 3885.500000
	Iteration 31Q: 3 clusters Score -1.681018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -16810180.000000 Penalty: 3885.500000
	Iteration 32Q: 3 clusters Score -1.681018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -16810178.000000 Penalty: 3885.500000
	Iteration 33Q: 3 clusters Score -1.681018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -16810202.000000 Penalty: 3885.500000
	Iteration 34Q: 3 clusters Score -1.68102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 154984 members 
Entering Unmasked Estep 
Score: -16810208.000000 Penalty: 3885.500000
	Iteration 35Q: 3 clusters Score -1.681021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -16810222.000000 Penalty: 3885.500000
	Iteration 36Q: 3 clusters Score -1.681022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -16810234.000000 Penalty: 3885.500000
	Iteration 37Q: 3 clusters Score -1.681023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -16810240.000000 Penalty: 3885.500000
	Iteration 38Q: 3 clusters Score -1.681024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -16810242.000000 Penalty: 3885.500000
	Iteration 39Q: 3 clusters Score -1.681024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -16810232.000000 Penalty: 3885.500000
	Iteration 40F: 3 clusters Score -1.681023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Entering Unmasked Estep 
Score: -3295233.500000 Penalty: 1674.874023
	Iteration 0F: 2 clusters Score -3295234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3275136.500000 Penalty: 3349.748047
	Iteration 0F: 3 clusters Score -3275136 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3282571.000000 Penalty: 3349.748047
	Iteration 1F: 3 clusters Score -3282571 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3282991.000000 Penalty: 3349.748047
	Iteration 2Q: 3 clusters Score -3282991 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3283476.750000 Penalty: 3349.748047
	Iteration 3Q: 3 clusters Score -3283477 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3284121.500000 Penalty: 3349.748047
	Iteration 4Q: 3 clusters Score -3284122 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3285065.250000 Penalty: 3349.748047
	Iteration 5F: 3 clusters Score -3285065 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3286484.500000 Penalty: 3349.748047
	Iteration 6F: 3 clusters Score -3286484 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3288305.750000 Penalty: 3349.748047
	Iteration 7F: 3 clusters Score -3288306 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3290328.750000 Penalty: 3349.748047
	Iteration 8F: 3 clusters Score -3290329 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3292005.750000 Penalty: 3349.748047
	Iteration 9F: 3 clusters Score -3292006 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3292979.250000 Penalty: 3349.748047
	Iteration 10Q: 3 clusters Score -3292979 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3293395.500000 Penalty: 3349.748047
	Iteration 11Q: 3 clusters Score -3293396 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3293555.500000 Penalty: 3349.748047
	Iteration 12Q: 3 clusters Score -3293556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3293624.250000 Penalty: 3349.748047
	Iteration 13Q: 3 clusters Score -3293624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3293657.750000 Penalty: 3349.748047
	Iteration 14Q: 3 clusters Score -3293658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3293681.250000 Penalty: 3349.748047
	Iteration 15Q: 3 clusters Score -3293681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3293708.000000 Penalty: 3349.748047
	Iteration 16Q: 3 clusters Score -3293708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3293732.000000 Penalty: 3349.748047
	Iteration 17Q: 3 clusters Score -3293732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3293747.500000 Penalty: 3349.748047
	Iteration 18Q: 3 clusters Score -3293748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3293761.000000 Penalty: 3349.748047
	Iteration 19Q: 3 clusters Score -3293761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3293764.500000 Penalty: 3349.748047
	Iteration 20F: 3 clusters Score -3293764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3293764.000000 Penalty: 3349.748047
	Iteration 21Q: 3 clusters Score -3293764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3293764.000000 Penalty: 3349.748047
	Iteration 22F: 3 clusters Score -3293764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -359643.531250 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -359643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -356754.000000 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -356754 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -357430.781250 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -357430.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357578.937500 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -357578.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -357679.125000 Penalty: 2635.986328
	Iteration 3Q: 3 clusters Score -357679.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -357761.187500 Penalty: 2635.986328
	Iteration 4Q: 3 clusters Score -357761.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -357842.718750 Penalty: 2635.986328
	Iteration 5Q: 3 clusters Score -357842.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -357928.187500 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -357928.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -358012.906250 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -358012.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -358095.093750 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -358095.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -358184.718750 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -358184.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -358277.156250 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -358277.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -358342.625000 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -358342.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -358399.593750 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -358399.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -358460.937500 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -358460.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -358511.250000 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -358511.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -358554.093750 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -358554.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -358599.781250 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -358599.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -358634.250000 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -358634.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -358659.968750 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -358660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -358674.781250 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -358674.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -358686.312500 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -358686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -358692.968750 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -358693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -358699.281250 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -358699.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -358707.562500 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -358707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -358713.187500 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -358713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -358718.562500 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -358718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -358722.437500 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -358722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -358727.968750 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -358728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -358731.031250 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -358731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -358732.750000 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -358732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -358735.062500 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -358735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -358735.125000 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -358735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -358735.125000 Penalty: 2635.986328
	Iteration 32F: 3 clusters Score -358735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Entering Unmasked Estep 
Score: -4623442.000000 Penalty: 1729.618286
	Iteration 0F: 2 clusters Score -4623442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4595493.000000 Penalty: 3459.236572
	Iteration 0F: 3 clusters Score -4595493 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4606495.000000 Penalty: 3459.236572
	Iteration 1F: 3 clusters Score -4606495 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4607205.000000 Penalty: 3459.236572
	Iteration 2Q: 3 clusters Score -4607205 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4607937.000000 Penalty: 3459.236572
	Iteration 3Q: 3 clusters Score -4607937 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4608851.500000 Penalty: 3459.236572
	Iteration 4Q: 3 clusters Score -4608852 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4610183.500000 Penalty: 3459.236572
	Iteration 5F: 3 clusters Score -4610184 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -4611871.000000 Penalty: 3459.236572
	Iteration 6F: 3 clusters Score -4611871 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4613655.000000 Penalty: 3459.236572
	Iteration 7F: 3 clusters Score -4613655 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -4615162.000000 Penalty: 3459.236572
	Iteration 8F: 3 clusters Score -4615162 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -4616073.000000 Penalty: 3459.236572
	Iteration 9Q: 3 clusters Score -4616073 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4616544.000000 Penalty: 3459.236572
	Iteration 10Q: 3 clusters Score -4616544 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4616797.000000 Penalty: 3459.236572
	Iteration 11Q: 3 clusters Score -4616797 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4617009.000000 Penalty: 3459.236572
	Iteration 12Q: 3 clusters Score -4617009 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4617208.000000 Penalty: 3459.236572
	Iteration 13Q: 3 clusters Score -4617208 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4617352.500000 Penalty: 3459.236572
	Iteration 14Q: 3 clusters Score -4617352 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4617513.000000 Penalty: 3459.236572
	Iteration 15Q: 3 clusters Score -4617513 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4617667.000000 Penalty: 3459.236572
	Iteration 16Q: 3 clusters Score -4617667 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4617819.000000 Penalty: 3459.236572
	Iteration 17Q: 3 clusters Score -4617819 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4617999.000000 Penalty: 3459.236572
	Iteration 18Q: 3 clusters Score -4617999 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4618161.000000 Penalty: 3459.236572
	Iteration 19Q: 3 clusters Score -4618161 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4618359.500000 Penalty: 3459.236572
	Iteration 20F: 3 clusters Score -4618360 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4618548.500000 Penalty: 3459.236572
	Iteration 21Q: 3 clusters Score -4618548 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4618743.500000 Penalty: 3459.236572
	Iteration 22Q: 3 clusters Score -4618744 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4619003.000000 Penalty: 3459.236572
	Iteration 23Q: 3 clusters Score -4619003 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4619290.500000 Penalty: 3459.236572
	Iteration 24Q: 3 clusters Score -4619290 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4619599.000000 Penalty: 3459.236572
	Iteration 25Q: 3 clusters Score -4619599 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4619862.000000 Penalty: 3459.236572
	Iteration 26Q: 3 clusters Score -4619862 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4620139.500000 Penalty: 3459.236572
	Iteration 27Q: 3 clusters Score -4620140 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4620412.500000 Penalty: 3459.236572
	Iteration 28Q: 3 clusters Score -4620412 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4620630.000000 Penalty: 3459.236572
	Iteration 29Q: 3 clusters Score -4620630 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4620822.000000 Penalty: 3459.236572
	Iteration 30Q: 3 clusters Score -4620822 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4620998.500000 Penalty: 3459.236572
	Iteration 31Q: 3 clusters Score -4620998 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -4621173.500000 Penalty: 3459.236572
	Iteration 32Q: 3 clusters Score -4621174 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -4621308.500000 Penalty: 3459.236572
	Iteration 33Q: 3 clusters Score -4621308 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4621385.000000 Penalty: 3459.236572
	Iteration 34Q: 3 clusters Score -4621385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -4621490.000000 Penalty: 3459.236572
	Iteration 35Q: 3 clusters Score -4621490 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -4621564.000000 Penalty: 3459.236572
	Iteration 36Q: 3 clusters Score -4621564 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4621616.500000 Penalty: 3459.236572
	Iteration 37Q: 3 clusters Score -4621616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -4621677.000000 Penalty: 3459.236572
	Iteration 38Q: 3 clusters Score -4621677 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4621733.000000 Penalty: 3459.236572
	Iteration 39Q: 3 clusters Score -4621733 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4621800.000000 Penalty: 3459.236572
	Iteration 40F: 3 clusters Score -4621800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -4621837.000000 Penalty: 3459.236572
	Iteration 41Q: 3 clusters Score -4621837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -4621872.000000 Penalty: 3459.236572
	Iteration 42Q: 3 clusters Score -4621872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -4621892.000000 Penalty: 3459.236572
	Iteration 43Q: 3 clusters Score -4621892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -4621915.500000 Penalty: 3459.236572
	Iteration 44Q: 3 clusters Score -4621916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -4621924.000000 Penalty: 3459.236572
	Iteration 45Q: 3 clusters Score -4621924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4621938.000000 Penalty: 3459.236572
	Iteration 46Q: 3 clusters Score -4621938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4621948.000000 Penalty: 3459.236572
	Iteration 47Q: 3 clusters Score -4621948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4621954.500000 Penalty: 3459.236572
	Iteration 48Q: 3 clusters Score -4621954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -4621961.500000 Penalty: 3459.236572
	Iteration 49Q: 3 clusters Score -4621962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -4621967.000000 Penalty: 3459.236572
	Iteration 50Q: 3 clusters Score -4621967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4621983.000000 Penalty: 3459.236572
	Iteration 51Q: 3 clusters Score -4621983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -4621988.500000 Penalty: 3459.236572
	Iteration 52Q: 3 clusters Score -4621988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -4621995.500000 Penalty: 3459.236572
	Iteration 53Q: 3 clusters Score -4621996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4621994.000000 Penalty: 3459.236572
	Iteration 54Q: 3 clusters Score -4621994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4622001.000000 Penalty: 3459.236572
	Iteration 55Q: 3 clusters Score -4622001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4622002.500000 Penalty: 3459.236572
	Iteration 56Q: 3 clusters Score -4622002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -4622004.000000 Penalty: 3459.236572
	Iteration 57Q: 3 clusters Score -4622004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -4622002.500000 Penalty: 3459.236572
	Iteration 58Q: 3 clusters Score -4622002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -4622002.000000 Penalty: 3459.236572
	Iteration 59Q: 3 clusters Score -4622002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4622001.500000 Penalty: 3459.236572
	Iteration 60F: 3 clusters Score -4622002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -4622003.000000 Penalty: 3459.236572
	Iteration 61Q: 3 clusters Score -4622003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4622001.500000 Penalty: 3459.236572
	Iteration 62Q: 3 clusters Score -4622002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -4622004.000000 Penalty: 3459.236572
	Iteration 63Q: 3 clusters Score -4622004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -4622007.500000 Penalty: 3459.236572
	Iteration 64Q: 3 clusters Score -4622008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4622006.000000 Penalty: 3459.236572
	Iteration 65Q: 3 clusters Score -4622006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4622006.000000 Penalty: 3459.236572
	Iteration 66F: 3 clusters Score -4622006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Entering Unmasked Estep 
Score: -6784569.000000 Penalty: 1792.583984
	Iteration 0F: 2 clusters Score -6784569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6743370.500000 Penalty: 3585.167969
	Iteration 0F: 3 clusters Score -6743370 nChanged 29142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -6759753.000000 Penalty: 3585.167969
	Iteration 1F: 3 clusters Score -6759753 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6760251.500000 Penalty: 3585.167969
	Iteration 2Q: 3 clusters Score -6760252 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6760742.500000 Penalty: 3585.167969
	Iteration 3Q: 3 clusters Score -6760742 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -6761337.500000 Penalty: 3585.167969
	Iteration 4Q: 3 clusters Score -6761338 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6762135.000000 Penalty: 3585.167969
	Iteration 5Q: 3 clusters Score -6762135 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -6763112.000000 Penalty: 3585.167969
	Iteration 6Q: 3 clusters Score -6763112 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -6764594.000000 Penalty: 3585.167969
	Iteration 7Q: 3 clusters Score -6764594 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -6766814.000000 Penalty: 3585.167969
	Iteration 8F: 3 clusters Score -6766814 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -6769765.500000 Penalty: 3585.167969
	Iteration 9F: 3 clusters Score -6769766 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6772540.500000 Penalty: 3585.167969
	Iteration 10F: 3 clusters Score -6772540 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -6774616.000000 Penalty: 3585.167969
	Iteration 11Q: 3 clusters Score -6774616 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6775951.500000 Penalty: 3585.167969
	Iteration 12Q: 3 clusters Score -6775952 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6776804.500000 Penalty: 3585.167969
	Iteration 13Q: 3 clusters Score -6776804 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -6777606.000000 Penalty: 3585.167969
	Iteration 14Q: 3 clusters Score -6777606 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -6778364.000000 Penalty: 3585.167969
	Iteration 15Q: 3 clusters Score -6778364 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -6779055.500000 Penalty: 3585.167969
	Iteration 16Q: 3 clusters Score -6779056 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -6779663.500000 Penalty: 3585.167969
	Iteration 17Q: 3 clusters Score -6779664 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -6780199.500000 Penalty: 3585.167969
	Iteration 18Q: 3 clusters Score -6780200 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -6780718.500000 Penalty: 3585.167969
	Iteration 19Q: 3 clusters Score -6780718 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -6781201.500000 Penalty: 3585.167969
	Iteration 20F: 3 clusters Score -6781202 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -6781605.500000 Penalty: 3585.167969
	Iteration 21Q: 3 clusters Score -6781606 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -6781915.500000 Penalty: 3585.167969
	Iteration 22Q: 3 clusters Score -6781916 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -6782182.000000 Penalty: 3585.167969
	Iteration 23Q: 3 clusters Score -6782182 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -6782394.000000 Penalty: 3585.167969
	Iteration 24Q: 3 clusters Score -6782394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -6782518.500000 Penalty: 3585.167969
	Iteration 25Q: 3 clusters Score -6782518 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -6782634.500000 Penalty: 3585.167969
	Iteration 26Q: 3 clusters Score -6782634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -6782741.000000 Penalty: 3585.167969
	Iteration 27Q: 3 clusters Score -6782741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -6782800.000000 Penalty: 3585.167969
	Iteration 28Q: 3 clusters Score -6782800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -6782860.500000 Penalty: 3585.167969
	Iteration 29Q: 3 clusters Score -6782860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -6782914.500000 Penalty: 3585.167969
	Iteration 30Q: 3 clusters Score -6782914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -6782954.500000 Penalty: 3585.167969
	Iteration 31Q: 3 clusters Score -6782954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -6782973.000000 Penalty: 3585.167969
	Iteration 32Q: 3 clusters Score -6782973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -6782992.500000 Penalty: 3585.167969
	Iteration 33Q: 3 clusters Score -6782992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -6783006.500000 Penalty: 3585.167969
	Iteration 34Q: 3 clusters Score -6783006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -6783015.500000 Penalty: 3585.167969
	Iteration 35Q: 3 clusters Score -6783016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -6783023.500000 Penalty: 3585.167969
	Iteration 36Q: 3 clusters Score -6783024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -6783037.500000 Penalty: 3585.167969
	Iteration 37Q: 3 clusters Score -6783038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -6783043.500000 Penalty: 3585.167969
	Iteration 38Q: 3 clusters Score -6783044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -6783057.500000 Penalty: 3585.167969
	Iteration 39Q: 3 clusters Score -6783058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -6783065.000000 Penalty: 3585.167969
	Iteration 40F: 3 clusters Score -6783065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -6783066.000000 Penalty: 3585.167969
	Iteration 41Q: 3 clusters Score -6783066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -6783077.500000 Penalty: 3585.167969
	Iteration 42Q: 3 clusters Score -6783078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -6783080.500000 Penalty: 3585.167969
	Iteration 43Q: 3 clusters Score -6783080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -6783083.500000 Penalty: 3585.167969
	Iteration 44Q: 3 clusters Score -6783084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -6783085.000000 Penalty: 3585.167969
	Iteration 45Q: 3 clusters Score -6783085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -6783087.000000 Penalty: 3585.167969
	Iteration 46Q: 3 clusters Score -6783087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -6783086.500000 Penalty: 3585.167969
	Iteration 47Q: 3 clusters Score -6783086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -6783088.000000 Penalty: 3585.167969
	Iteration 48Q: 3 clusters Score -6783088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -6783088.000000 Penalty: 3585.167969
	Iteration 49F: 3 clusters Score -6783088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Entering Unmasked Estep 
Score: -14142474.000000 Penalty: 1912.086060
	Iteration 0F: 2 clusters Score -1.414247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -14056132.000000 Penalty: 3824.172119
	Iteration 0F: 3 clusters Score -1.405613e+07 nChanged 61919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -14092842.000000 Penalty: 3824.172119
	Iteration 1F: 3 clusters Score -1.409284e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -14094172.000000 Penalty: 3824.172119
	Iteration 2Q: 3 clusters Score -1.409417e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -14096127.000000 Penalty: 3824.172119
	Iteration 3Q: 3 clusters Score -1.409613e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -14099288.000000 Penalty: 3824.172119
	Iteration 4Q: 3 clusters Score -1.409929e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -14103521.000000 Penalty: 3824.172119
	Iteration 5F: 3 clusters Score -1.410352e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -14109281.000000 Penalty: 3824.172119
	Iteration 6F: 3 clusters Score -1.410928e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -14116108.000000 Penalty: 3824.172119
	Iteration 7F: 3 clusters Score -1.411611e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -14122991.000000 Penalty: 3824.172119
	Iteration 8F: 3 clusters Score -1.412299e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -14127484.000000 Penalty: 3824.172119
	Iteration 9Q: 3 clusters Score -1.412748e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -14129976.000000 Penalty: 3824.172119
	Iteration 10Q: 3 clusters Score -1.412998e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -14132039.000000 Penalty: 3824.172119
	Iteration 11Q: 3 clusters Score -1.413204e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -14133665.000000 Penalty: 3824.172119
	Iteration 12Q: 3 clusters Score -1.413366e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 106685 members 
Entering Unmasked Estep 
Score: -14135065.000000 Penalty: 3824.172119
	Iteration 13Q: 3 clusters Score -1.413506e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -14136174.000000 Penalty: 3824.172119
	Iteration 14Q: 3 clusters Score -1.413617e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -14136948.000000 Penalty: 3824.172119
	Iteration 15Q: 3 clusters Score -1.413695e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -14137628.000000 Penalty: 3824.172119
	Iteration 16Q: 3 clusters Score -1.413763e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -14138050.000000 Penalty: 3824.172119
	Iteration 17Q: 3 clusters Score -1.413805e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -14138434.000000 Penalty: 3824.172119
	Iteration 18Q: 3 clusters Score -1.413843e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -14138757.000000 Penalty: 3824.172119
	Iteration 19Q: 3 clusters Score -1.413876e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 116271 members 
Entering Unmasked Estep 
Score: -14139035.000000 Penalty: 3824.172119
	Iteration 20F: 3 clusters Score -1.413904e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 117057 members 
Entering Unmasked Estep 
Score: -14139404.000000 Penalty: 3824.172119
	Iteration 21Q: 3 clusters Score -1.41394e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 117757 members 
Entering Unmasked Estep 
Score: -14139683.000000 Penalty: 3824.172119
	Iteration 22Q: 3 clusters Score -1.413968e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 118365 members 
Entering Unmasked Estep 
Score: -14139842.000000 Penalty: 3824.172119
	Iteration 23Q: 3 clusters Score -1.413984e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -14139946.000000 Penalty: 3824.172119
	Iteration 24Q: 3 clusters Score -1.413995e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -14140070.000000 Penalty: 3824.172119
	Iteration 25Q: 3 clusters Score -1.414007e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -14140170.000000 Penalty: 3824.172119
	Iteration 26Q: 3 clusters Score -1.414017e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -14140266.000000 Penalty: 3824.172119
	Iteration 27Q: 3 clusters Score -1.414027e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 120767 members 
Entering Unmasked Estep 
Score: -14140346.000000 Penalty: 3824.172119
	Iteration 28Q: 3 clusters Score -1.414035e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -14140431.000000 Penalty: 3824.172119
	Iteration 29Q: 3 clusters Score -1.414043e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -14140471.000000 Penalty: 3824.172119
	Iteration 30Q: 3 clusters Score -1.414047e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 121724 members 
Entering Unmasked Estep 
Score: -14140553.000000 Penalty: 3824.172119
	Iteration 31Q: 3 clusters Score -1.414055e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -14140613.000000 Penalty: 3824.172119
	Iteration 32Q: 3 clusters Score -1.414061e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 122232 members 
Entering Unmasked Estep 
Score: -14140712.000000 Penalty: 3824.172119
	Iteration 33Q: 3 clusters Score -1.414071e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 122460 members 
Entering Unmasked Estep 
Score: -14140729.000000 Penalty: 3824.172119
	Iteration 34Q: 3 clusters Score -1.414073e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -14140767.000000 Penalty: 3824.172119
	Iteration 35Q: 3 clusters Score -1.414077e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -14140809.000000 Penalty: 3824.172119
	Iteration 36Q: 3 clusters Score -1.414081e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -14140805.000000 Penalty: 3824.172119
	Iteration 37Q: 3 clusters Score -1.41408e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -14140819.000000 Penalty: 3824.172119
	Iteration 38Q: 3 clusters Score -1.414082e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -14140867.000000 Penalty: 3824.172119
	Iteration 39Q: 3 clusters Score -1.414087e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -14140944.000000 Penalty: 3824.172119
	Iteration 40F: 3 clusters Score -1.414094e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 123789 members 
Entering Unmasked Estep 
Score: -14141008.000000 Penalty: 3824.172119
	Iteration 41Q: 3 clusters Score -1.414101e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 123977 members 
Entering Unmasked Estep 
Score: -14141010.000000 Penalty: 3824.172119
	Iteration 42Q: 3 clusters Score -1.414101e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -14141046.000000 Penalty: 3824.172119
	Iteration 43Q: 3 clusters Score -1.414105e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -14141047.000000 Penalty: 3824.172119
	Iteration 44Q: 3 clusters Score -1.414105e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -14141074.000000 Penalty: 3824.172119
	Iteration 45Q: 3 clusters Score -1.414107e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -14141094.000000 Penalty: 3824.172119
	Iteration 46Q: 3 clusters Score -1.414109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
Score: -14141096.000000 Penalty: 3824.172119
	Iteration 47Q: 3 clusters Score -1.41411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -14141133.000000 Penalty: 3824.172119
	Iteration 48Q: 3 clusters Score -1.414113e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -14141190.000000 Penalty: 3824.172119
	Iteration 49Q: 3 clusters Score -1.414119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -14141203.000000 Penalty: 3824.172119
	Iteration 50Q: 3 clusters Score -1.41412e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -14141227.000000 Penalty: 3824.172119
	Iteration 51Q: 3 clusters Score -1.414123e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -14141215.000000 Penalty: 3824.172119
	Iteration 52Q: 3 clusters Score -1.414122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 124958 members 
Entering Unmasked Estep 
Score: -14141203.000000 Penalty: 3824.172119
	Iteration 53Q: 3 clusters Score -1.41412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -14141226.000000 Penalty: 3824.172119
	Iteration 54Q: 3 clusters Score -1.414123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -14141233.000000 Penalty: 3824.172119
	Iteration 55Q: 3 clusters Score -1.414123e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -14141255.000000 Penalty: 3824.172119
	Iteration 56Q: 3 clusters Score -1.414126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -14141235.000000 Penalty: 3824.172119
	Iteration 57Q: 3 clusters Score -1.414124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -14141216.000000 Penalty: 3824.172119
	Iteration 58Q: 3 clusters Score -1.414122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -14141232.000000 Penalty: 3824.172119
	Iteration 59Q: 3 clusters Score -1.414123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -14141249.000000 Penalty: 3824.172119
	Iteration 60F: 3 clusters Score -1.414125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -14141252.000000 Penalty: 3824.172119
	Iteration 61Q: 3 clusters Score -1.414125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -14141241.000000 Penalty: 3824.172119
	Iteration 62Q: 3 clusters Score -1.414124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 125247 members 
Entering Unmasked Estep 
Score: -14141261.000000 Penalty: 3824.172119
	Iteration 63Q: 3 clusters Score -1.414126e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -14141275.000000 Penalty: 3824.172119
	Iteration 64Q: 3 clusters Score -1.414128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 125297 members 
Entering Unmasked Estep 
Score: -14141278.000000 Penalty: 3824.172119
	Iteration 65Q: 3 clusters Score -1.414128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -14141284.000000 Penalty: 3824.172119
	Iteration 66Q: 3 clusters Score -1.414128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -14141271.000000 Penalty: 3824.172119
	Iteration 67Q: 3 clusters Score -1.414127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -14141284.000000 Penalty: 3824.172119
	Iteration 68Q: 3 clusters Score -1.414128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -14141281.000000 Penalty: 3824.172119
	Iteration 69Q: 3 clusters Score -1.414128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 125386 members 
Entering Unmasked Estep 
Score: -14141280.000000 Penalty: 3824.172119
	Iteration 70Q: 3 clusters Score -1.414128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -14141306.000000 Penalty: 3824.172119
	Iteration 71Q: 3 clusters Score -1.414131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -14141313.000000 Penalty: 3824.172119
	Iteration 72Q: 3 clusters Score -1.414131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -14141302.000000 Penalty: 3824.172119
	Iteration 73Q: 3 clusters Score -1.41413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -14141305.000000 Penalty: 3824.172119
	Iteration 74Q: 3 clusters Score -1.41413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -14141313.000000 Penalty: 3824.172119
	Iteration 75Q: 3 clusters Score -1.414131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 125468 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 76Q: 3 clusters Score -1.414131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 125473 members 
Entering Unmasked Estep 
Score: -14141312.000000 Penalty: 3824.172119
	Iteration 77Q: 3 clusters Score -1.414131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 125480 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 78Q: 3 clusters Score -1.414131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 125486 members 
Entering Unmasked Estep 
Score: -14141317.000000 Penalty: 3824.172119
	Iteration 79Q: 3 clusters Score -1.414132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -14141313.000000 Penalty: 3824.172119
	Iteration 80F: 3 clusters Score -1.414131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 125500 members 
Entering Unmasked Estep 
Score: -14141300.000000 Penalty: 3824.172119
	Iteration 81Q: 3 clusters Score -1.41413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 125512 members 
Entering Unmasked Estep 
Score: -14141300.000000 Penalty: 3824.172119
	Iteration 82Q: 3 clusters Score -1.41413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -14141324.000000 Penalty: 3824.172119
	Iteration 83Q: 3 clusters Score -1.414132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 125551 members 
Entering Unmasked Estep 
Score: -14141304.000000 Penalty: 3824.172119
	Iteration 84Q: 3 clusters Score -1.41413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 125572 members 
Entering Unmasked Estep 
Score: -14141297.000000 Penalty: 3824.172119
	Iteration 85Q: 3 clusters Score -1.41413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
Score: -14141298.000000 Penalty: 3824.172119
	Iteration 86Q: 3 clusters Score -1.41413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 125581 members 
Entering Unmasked Estep 
Score: -14141314.000000 Penalty: 3824.172119
	Iteration 87Q: 3 clusters Score -1.414131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -14141310.000000 Penalty: 3824.172119
	Iteration 88Q: 3 clusters Score -1.414131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -14141304.000000 Penalty: 3824.172119
	Iteration 89Q: 3 clusters Score -1.41413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -14141299.000000 Penalty: 3824.172119
	Iteration 90Q: 3 clusters Score -1.41413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 125593 members 
Entering Unmasked Estep 
Score: -14141307.000000 Penalty: 3824.172119
	Iteration 91Q: 3 clusters Score -1.414131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 125595 members 
Entering Unmasked Estep 
Score: -14141303.000000 Penalty: 3824.172119
	Iteration 92Q: 3 clusters Score -1.41413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 125601 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 93Q: 3 clusters Score -1.414131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -14141304.000000 Penalty: 3824.172119
	Iteration 94Q: 3 clusters Score -1.41413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -14141299.000000 Penalty: 3824.172119
	Iteration 95Q: 3 clusters Score -1.41413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 125623 members 
Entering Unmasked Estep 
Score: -14141295.000000 Penalty: 3824.172119
	Iteration 96Q: 3 clusters Score -1.41413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 125630 members 
Entering Unmasked Estep 
Score: -14141282.000000 Penalty: 3824.172119
	Iteration 97Q: 3 clusters Score -1.414128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 125635 members 
Entering Unmasked Estep 
Score: -14141297.000000 Penalty: 3824.172119
	Iteration 98Q: 3 clusters Score -1.41413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -14141292.000000 Penalty: 3824.172119
	Iteration 99Q: 3 clusters Score -1.414129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -14141297.000000 Penalty: 3824.172119
	Iteration 100F: 3 clusters Score -1.41413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 125649 members 
Entering Unmasked Estep 
Score: -14141299.000000 Penalty: 3824.172119
	Iteration 101Q: 3 clusters Score -1.41413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -14141283.000000 Penalty: 3824.172119
	Iteration 102Q: 3 clusters Score -1.414128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -14141286.000000 Penalty: 3824.172119
	Iteration 103Q: 3 clusters Score -1.414129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -14141289.000000 Penalty: 3824.172119
	Iteration 104Q: 3 clusters Score -1.414129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 125678 members 
Entering Unmasked Estep 
Score: -14141288.000000 Penalty: 3824.172119
	Iteration 105Q: 3 clusters Score -1.414129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 106Q: 3 clusters Score -1.414131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -14141302.000000 Penalty: 3824.172119
	Iteration 107Q: 3 clusters Score -1.41413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 108Q: 3 clusters Score -1.414131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 125695 members 
Entering Unmasked Estep 
Score: -14141313.000000 Penalty: 3824.172119
	Iteration 109Q: 3 clusters Score -1.414131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 125698 members 
Entering Unmasked Estep 
Score: -14141314.000000 Penalty: 3824.172119
	Iteration 110Q: 3 clusters Score -1.414131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -14141306.000000 Penalty: 3824.172119
	Iteration 111Q: 3 clusters Score -1.414131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -14141310.000000 Penalty: 3824.172119
	Iteration 112Q: 3 clusters Score -1.414131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -14141312.000000 Penalty: 3824.172119
	Iteration 113Q: 3 clusters Score -1.414131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -14141310.000000 Penalty: 3824.172119
	Iteration 114Q: 3 clusters Score -1.414131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -14141301.000000 Penalty: 3824.172119
	Iteration 115Q: 3 clusters Score -1.41413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 116Q: 3 clusters Score -1.414131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -14141297.000000 Penalty: 3824.172119
	Iteration 117Q: 3 clusters Score -1.41413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -14141304.000000 Penalty: 3824.172119
	Iteration 118Q: 3 clusters Score -1.41413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -14141297.000000 Penalty: 3824.172119
	Iteration 119Q: 3 clusters Score -1.41413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -14141311.000000 Penalty: 3824.172119
	Iteration 120F: 3 clusters Score -1.414131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -14141323.000000 Penalty: 3824.172119
	Iteration 121Q: 3 clusters Score -1.414132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -14141313.000000 Penalty: 3824.172119
	Iteration 122Q: 3 clusters Score -1.414131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -14141309.000000 Penalty: 3824.172119
	Iteration 123Q: 3 clusters Score -1.414131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
Score: -14141301.000000 Penalty: 3824.172119
	Iteration 124Q: 3 clusters Score -1.41413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -14141293.000000 Penalty: 3824.172119
	Iteration 125Q: 3 clusters Score -1.414129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -14141296.000000 Penalty: 3824.172119
	Iteration 126Q: 3 clusters Score -1.41413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -14141296.000000 Penalty: 3824.172119
	Iteration 127Q: 3 clusters Score -1.41413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -14141306.000000 Penalty: 3824.172119
	Iteration 128Q: 3 clusters Score -1.414131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 125884 members 
Entering Unmasked Estep 
Score: -14141308.000000 Penalty: 3824.172119
	Iteration 129Q: 3 clusters Score -1.414131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 125897 members 
Entering Unmasked Estep 
Score: -14141287.000000 Penalty: 3824.172119
	Iteration 130Q: 3 clusters Score -1.414129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -14141292.000000 Penalty: 3824.172119
	Iteration 131Q: 3 clusters Score -1.414129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -14141303.000000 Penalty: 3824.172119
	Iteration 132Q: 3 clusters Score -1.41413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -14141294.000000 Penalty: 3824.172119
	Iteration 133Q: 3 clusters Score -1.414129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -14141298.000000 Penalty: 3824.172119
	Iteration 134Q: 3 clusters Score -1.41413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -14141306.000000 Penalty: 3824.172119
	Iteration 135Q: 3 clusters Score -1.414131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -14141301.000000 Penalty: 3824.172119
	Iteration 136Q: 3 clusters Score -1.41413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -14141314.000000 Penalty: 3824.172119
	Iteration 137Q: 3 clusters Score -1.414131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -14141303.000000 Penalty: 3824.172119
	Iteration 138Q: 3 clusters Score -1.41413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -14141301.000000 Penalty: 3824.172119
	Iteration 139Q: 3 clusters Score -1.41413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -14141303.000000 Penalty: 3824.172119
	Iteration 140F: 3 clusters Score -1.41413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 125977 members 
Entering Unmasked Estep 
Score: -14141299.000000 Penalty: 3824.172119
	Iteration 141Q: 3 clusters Score -1.41413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 125979 members 
Entering Unmasked Estep 
Score: -14141306.000000 Penalty: 3824.172119
	Iteration 142Q: 3 clusters Score -1.414131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 125982 members 
Entering Unmasked Estep 
Score: -14141311.000000 Penalty: 3824.172119
	Iteration 143Q: 3 clusters Score -1.414131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -14141322.000000 Penalty: 3824.172119
	Iteration 144Q: 3 clusters Score -1.414132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -14141317.000000 Penalty: 3824.172119
	Iteration 145Q: 3 clusters Score -1.414132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -14141317.000000 Penalty: 3824.172119
	Iteration 146F: 3 clusters Score -1.414132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Entering Unmasked Estep 
Score: -4191598.250000 Penalty: 1713.801758
	Iteration 0F: 2 clusters Score -4191598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4165996.500000 Penalty: 3427.603516
	Iteration 0F: 3 clusters Score -4165996 nChanged 17671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4175594.250000 Penalty: 3427.603516
	Iteration 1F: 3 clusters Score -4175594 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4175982.000000 Penalty: 3427.603516
	Iteration 2Q: 3 clusters Score -4175982 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4176366.500000 Penalty: 3427.603516
	Iteration 3Q: 3 clusters Score -4176366 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4176832.500000 Penalty: 3427.603516
	Iteration 4Q: 3 clusters Score -4176832 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4177502.250000 Penalty: 3427.603516
	Iteration 5Q: 3 clusters Score -4177502 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4178610.250000 Penalty: 3427.603516
	Iteration 6F: 3 clusters Score -4178610 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4180301.000000 Penalty: 3427.603516
	Iteration 7F: 3 clusters Score -4180301 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4182620.750000 Penalty: 3427.603516
	Iteration 8F: 3 clusters Score -4182621 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4185057.500000 Penalty: 3427.603516
	Iteration 9F: 3 clusters Score -4185058 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4186913.250000 Penalty: 3427.603516
	Iteration 10F: 3 clusters Score -4186913 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4188113.000000 Penalty: 3427.603516
	Iteration 11Q: 3 clusters Score -4188113 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4188889.000000 Penalty: 3427.603516
	Iteration 12Q: 3 clusters Score -4188889 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4189354.000000 Penalty: 3427.603516
	Iteration 13Q: 3 clusters Score -4189354 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4189611.500000 Penalty: 3427.603516
	Iteration 14Q: 3 clusters Score -4189612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4189771.750000 Penalty: 3427.603516
	Iteration 15Q: 3 clusters Score -4189772 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4189878.250000 Penalty: 3427.603516
	Iteration 16Q: 3 clusters Score -4189878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4189953.500000 Penalty: 3427.603516
	Iteration 17Q: 3 clusters Score -4189954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4190013.500000 Penalty: 3427.603516
	Iteration 18Q: 3 clusters Score -4190014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4190040.000000 Penalty: 3427.603516
	Iteration 19Q: 3 clusters Score -4190040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4190068.000000 Penalty: 3427.603516
	Iteration 20F: 3 clusters Score -4190068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4190088.250000 Penalty: 3427.603516
	Iteration 21Q: 3 clusters Score -4190088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4190097.250000 Penalty: 3427.603516
	Iteration 22Q: 3 clusters Score -4190097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4190102.500000 Penalty: 3427.603516
	Iteration 23Q: 3 clusters Score -4190102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4190117.000000 Penalty: 3427.603516
	Iteration 24Q: 3 clusters Score -4190117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4190125.000000 Penalty: 3427.603516
	Iteration 25Q: 3 clusters Score -4190125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -4190130.750000 Penalty: 3427.603516
	Iteration 26Q: 3 clusters Score -4190131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4190123.750000 Penalty: 3427.603516
	Iteration 27Q: 3 clusters Score -4190124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4190130.000000 Penalty: 3427.603516
	Iteration 28Q: 3 clusters Score -4190130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4190126.250000 Penalty: 3427.603516
	Iteration 29Q: 3 clusters Score -4190126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4190129.750000 Penalty: 3427.603516
	Iteration 30Q: 3 clusters Score -4190130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4190137.500000 Penalty: 3427.603516
	Iteration 31Q: 3 clusters Score -4190138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4190147.000000 Penalty: 3427.603516
	Iteration 32Q: 3 clusters Score -4190147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -4190157.250000 Penalty: 3427.603516
	Iteration 33Q: 3 clusters Score -4190157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -4190161.500000 Penalty: 3427.603516
	Iteration 34Q: 3 clusters Score -4190162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4190167.500000 Penalty: 3427.603516
	Iteration 35Q: 3 clusters Score -4190168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4190162.750000 Penalty: 3427.603516
	Iteration 36Q: 3 clusters Score -4190163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4190166.750000 Penalty: 3427.603516
	Iteration 37Q: 3 clusters Score -4190167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4190166.250000 Penalty: 3427.603516
	Iteration 38Q: 3 clusters Score -4190166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4190178.500000 Penalty: 3427.603516
	Iteration 39Q: 3 clusters Score -4190178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4190180.500000 Penalty: 3427.603516
	Iteration 40F: 3 clusters Score -4190180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4190185.250000 Penalty: 3427.603516
	Iteration 41Q: 3 clusters Score -4190185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4190182.500000 Penalty: 3427.603516
	Iteration 42Q: 3 clusters Score -4190182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -4190183.000000 Penalty: 3427.603516
	Iteration 43Q: 3 clusters Score -4190183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4190189.000000 Penalty: 3427.603516
	Iteration 44Q: 3 clusters Score -4190189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4190190.000000 Penalty: 3427.603516
	Iteration 45Q: 3 clusters Score -4190190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -4190189.250000 Penalty: 3427.603516
	Iteration 46Q: 3 clusters Score -4190189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4190182.250000 Penalty: 3427.603516
	Iteration 47Q: 3 clusters Score -4190182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4190185.750000 Penalty: 3427.603516
	Iteration 48Q: 3 clusters Score -4190186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4190185.750000 Penalty: 3427.603516
	Iteration 49F: 3 clusters Score -4190186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158535 members 
Mstep: Class 4 contains 72903 members 
Mstep: Class 5 contains 122103 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 27553 members 
Mstep: Class 14 contains 155653 members 
Mstep: Class 15 contains 29939 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41932 members 
Mstep: Class 18 contains 61777 members 
Mstep: Class 19 contains 128886 members 
Mstep: Class 21 contains 38043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868976.000000 Penalty: 44658.785156
Iteration 279Q: 21 clusters Score -9.886898e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158538 members 
Mstep: Class 4 contains 72907 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20341 members 
Mstep: Class 13 contains 27546 members 
Mstep: Class 14 contains 155673 members 
Mstep: Class 15 contains 29935 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41936 members 
Mstep: Class 18 contains 61767 members 
Mstep: Class 19 contains 128881 members 
Mstep: Class 21 contains 38034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 280F: 21 clusters Score -9.88689e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158542 members 
Mstep: Class 4 contains 72908 members 
Mstep: Class 5 contains 122101 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20351 members 
Mstep: Class 13 contains 27534 members 
Mstep: Class 14 contains 155686 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41938 members 
Mstep: Class 18 contains 61763 members 
Mstep: Class 19 contains 128874 members 
Mstep: Class 21 contains 38028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868840.000000 Penalty: 44658.785156
Iteration 281Q: 21 clusters Score -9.886884e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158543 members 
Mstep: Class 4 contains 72906 members 
Mstep: Class 5 contains 122099 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20356 members 
Mstep: Class 13 contains 27525 members 
Mstep: Class 14 contains 155701 members 
Mstep: Class 15 contains 29936 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41941 members 
Mstep: Class 18 contains 61762 members 
Mstep: Class 19 contains 128870 members 
Mstep: Class 21 contains 38020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868920.000000 Penalty: 44658.785156
Iteration 282Q: 21 clusters Score -9.886892e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158536 members 
Mstep: Class 4 contains 72903 members 
Mstep: Class 5 contains 122102 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20363 members 
Mstep: Class 13 contains 27511 members 
Mstep: Class 14 contains 155717 members 
Mstep: Class 15 contains 29940 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41942 members 
Mstep: Class 18 contains 61762 members 
Mstep: Class 19 contains 128865 members 
Mstep: Class 21 contains 38016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868864.000000 Penalty: 44658.785156
Iteration 283Q: 21 clusters Score -9.886886e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158535 members 
Mstep: Class 4 contains 72905 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20372 members 
Mstep: Class 13 contains 27501 members 
Mstep: Class 14 contains 155721 members 
Mstep: Class 15 contains 29940 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41943 members 
Mstep: Class 18 contains 61758 members 
Mstep: Class 19 contains 128863 members 
Mstep: Class 21 contains 38014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868864.000000 Penalty: 44658.785156
Iteration 284Q: 21 clusters Score -9.886886e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158536 members 
Mstep: Class 4 contains 72908 members 
Mstep: Class 5 contains 122103 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20379 members 
Mstep: Class 13 contains 27495 members 
Mstep: Class 14 contains 155715 members 
Mstep: Class 15 contains 29937 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41945 members 
Mstep: Class 18 contains 61753 members 
Mstep: Class 19 contains 128864 members 
Mstep: Class 21 contains 38015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868912.000000 Penalty: 44658.785156
Iteration 285Q: 21 clusters Score -9.886891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158537 members 
Mstep: Class 4 contains 72908 members 
Mstep: Class 5 contains 122103 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20383 members 
Mstep: Class 13 contains 27491 members 
Mstep: Class 14 contains 155714 members 
Mstep: Class 15 contains 29935 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41947 members 
Mstep: Class 18 contains 61749 members 
Mstep: Class 19 contains 128866 members 
Mstep: Class 21 contains 38012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868928.000000 Penalty: 44658.785156
Iteration 286Q: 21 clusters Score -9.886893e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158533 members 
Mstep: Class 4 contains 72910 members 
Mstep: Class 5 contains 122102 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20390 members 
Mstep: Class 13 contains 27491 members 
Mstep: Class 14 contains 155708 members 
Mstep: Class 15 contains 29935 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41949 members 
Mstep: Class 18 contains 61748 members 
Mstep: Class 19 contains 128865 members 
Mstep: Class 21 contains 38010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868856.000000 Penalty: 44658.785156
Iteration 287Q: 21 clusters Score -9.886886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158532 members 
Mstep: Class 4 contains 72911 members 
Mstep: Class 5 contains 122105 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20397 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 155707 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41953 members 
Mstep: Class 18 contains 61742 members 
Mstep: Class 19 contains 128866 members 
Mstep: Class 21 contains 38006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868856.000000 Penalty: 44658.785156
Iteration 288Q: 21 clusters Score -9.886886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158524 members 
Mstep: Class 4 contains 72914 members 
Mstep: Class 5 contains 122104 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20401 members 
Mstep: Class 13 contains 27484 members 
Mstep: Class 14 contains 155705 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41955 members 
Mstep: Class 18 contains 61742 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 38007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868864.000000 Penalty: 44658.785156
Iteration 289Q: 21 clusters Score -9.886886e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158508 members 
Mstep: Class 4 contains 72915 members 
Mstep: Class 5 contains 122098 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20410 members 
Mstep: Class 13 contains 27482 members 
Mstep: Class 14 contains 155719 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41958 members 
Mstep: Class 18 contains 61739 members 
Mstep: Class 19 contains 128865 members 
Mstep: Class 21 contains 38008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868816.000000 Penalty: 44658.785156
Iteration 290Q: 21 clusters Score -9.886882e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158495 members 
Mstep: Class 4 contains 72918 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 27479 members 
Mstep: Class 14 contains 155724 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41960 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128863 members 
Mstep: Class 21 contains 38009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868912.000000 Penalty: 44658.785156
Iteration 291Q: 21 clusters Score -9.886891e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158480 members 
Mstep: Class 4 contains 72919 members 
Mstep: Class 5 contains 122101 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 27475 members 
Mstep: Class 14 contains 155735 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41963 members 
Mstep: Class 18 contains 61731 members 
Mstep: Class 19 contains 128862 members 
Mstep: Class 21 contains 38008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868856.000000 Penalty: 44658.785156
Iteration 292Q: 21 clusters Score -9.886886e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158465 members 
Mstep: Class 4 contains 72919 members 
Mstep: Class 5 contains 122097 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 27471 members 
Mstep: Class 14 contains 155751 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41964 members 
Mstep: Class 18 contains 61727 members 
Mstep: Class 19 contains 128864 members 
Mstep: Class 21 contains 38006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868816.000000 Penalty: 44658.785156
Iteration 293Q: 21 clusters Score -9.886882e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158450 members 
Mstep: Class 4 contains 72924 members 
Mstep: Class 5 contains 122097 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20427 members 
Mstep: Class 13 contains 27462 members 
Mstep: Class 14 contains 155762 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41965 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 128863 members 
Mstep: Class 21 contains 38004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868760.000000 Penalty: 44658.785156
Iteration 294Q: 21 clusters Score -9.886876e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158442 members 
Mstep: Class 4 contains 72925 members 
Mstep: Class 5 contains 122098 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20427 members 
Mstep: Class 13 contains 27453 members 
Mstep: Class 14 contains 155772 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41970 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 128860 members 
Mstep: Class 21 contains 38002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868808.000000 Penalty: 44658.785156
Iteration 295Q: 21 clusters Score -9.886881e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158441 members 
Mstep: Class 4 contains 72926 members 
Mstep: Class 5 contains 122095 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20431 members 
Mstep: Class 13 contains 27442 members 
Mstep: Class 14 contains 155783 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41974 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128859 members 
Mstep: Class 21 contains 37998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868728.000000 Penalty: 44658.785156
Iteration 296Q: 21 clusters Score -9.886873e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158436 members 
Mstep: Class 4 contains 72925 members 
Mstep: Class 5 contains 122092 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20432 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41976 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128858 members 
Mstep: Class 21 contains 38001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868832.000000 Penalty: 44658.785156
Iteration 297Q: 21 clusters Score -9.886883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 158431 members 
Mstep: Class 4 contains 72930 members 
Mstep: Class 5 contains 122088 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20438 members 
Mstep: Class 13 contains 27416 members 
Mstep: Class 14 contains 155802 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41976 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128859 members 
Mstep: Class 21 contains 38001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868792.000000 Penalty: 44658.785156
Iteration 298Q: 21 clusters Score -9.886879e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158427 members 
Mstep: Class 4 contains 72935 members 
Mstep: Class 5 contains 122086 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 27407 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41977 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128860 members 
Mstep: Class 21 contains 38000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868736.000000 Penalty: 44658.785156
Iteration 299Q: 21 clusters Score -9.886874e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158422 members 
Mstep: Class 4 contains 72938 members 
Mstep: Class 5 contains 122084 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20454 members 
Mstep: Class 13 contains 27395 members 
Mstep: Class 14 contains 155802 members 
Mstep: Class 15 contains 29934 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41977 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128865 members 
Mstep: Class 21 contains 37997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868680.000000 Penalty: 44658.785156
Iteration 300F: 21 clusters Score -9.886868e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158411 members 
Mstep: Class 4 contains 72937 members 
Mstep: Class 5 contains 122082 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20464 members 
Mstep: Class 13 contains 27383 members 
Mstep: Class 14 contains 155810 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41982 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868656.000000 Penalty: 44658.785156
Iteration 301Q: 21 clusters Score -9.886866e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158404 members 
Mstep: Class 4 contains 72937 members 
Mstep: Class 5 contains 122079 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20484 members 
Mstep: Class 13 contains 27374 members 
Mstep: Class 14 contains 155809 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41985 members 
Mstep: Class 18 contains 61738 members 
Mstep: Class 19 contains 128868 members 
Mstep: Class 21 contains 37994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868696.000000 Penalty: 44658.785156
Iteration 302Q: 21 clusters Score -9.88687e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158405 members 
Mstep: Class 4 contains 72938 members 
Mstep: Class 5 contains 122073 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20493 members 
Mstep: Class 13 contains 27369 members 
Mstep: Class 14 contains 155812 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41988 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 303Q: 21 clusters Score -9.886864e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158391 members 
Mstep: Class 4 contains 72941 members 
Mstep: Class 5 contains 122072 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20503 members 
Mstep: Class 13 contains 27363 members 
Mstep: Class 14 contains 155828 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41989 members 
Mstep: Class 18 contains 61726 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868664.000000 Penalty: 44658.785156
Iteration 304Q: 21 clusters Score -9.886866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158387 members 
Mstep: Class 4 contains 72944 members 
Mstep: Class 5 contains 122073 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20507 members 
Mstep: Class 13 contains 27359 members 
Mstep: Class 14 contains 155832 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41993 members 
Mstep: Class 18 contains 61723 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868648.000000 Penalty: 44658.785156
Iteration 305Q: 21 clusters Score -9.886865e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 72953 members 
Mstep: Class 5 contains 122071 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20510 members 
Mstep: Class 13 contains 27353 members 
Mstep: Class 14 contains 155831 members 
Mstep: Class 15 contains 29934 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 41997 members 
Mstep: Class 18 contains 61724 members 
Mstep: Class 19 contains 128870 members 
Mstep: Class 21 contains 37982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868624.000000 Penalty: 44658.785156
Iteration 306Q: 21 clusters Score -9.886862e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 72953 members 
Mstep: Class 5 contains 122072 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20512 members 
Mstep: Class 13 contains 27345 members 
Mstep: Class 14 contains 155831 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42002 members 
Mstep: Class 18 contains 61725 members 
Mstep: Class 19 contains 128873 members 
Mstep: Class 21 contains 37979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868616.000000 Penalty: 44658.785156
Iteration 307Q: 21 clusters Score -9.886862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 72955 members 
Mstep: Class 5 contains 122070 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20518 members 
Mstep: Class 13 contains 27342 members 
Mstep: Class 14 contains 155826 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42002 members 
Mstep: Class 18 contains 61725 members 
Mstep: Class 19 contains 128872 members 
Mstep: Class 21 contains 37980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 308Q: 21 clusters Score -9.886864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158370 members 
Mstep: Class 4 contains 72958 members 
Mstep: Class 5 contains 122069 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20524 members 
Mstep: Class 13 contains 27338 members 
Mstep: Class 14 contains 155831 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42002 members 
Mstep: Class 18 contains 61724 members 
Mstep: Class 19 contains 128871 members 
Mstep: Class 21 contains 37980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 309Q: 21 clusters Score -9.88686e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158363 members 
Mstep: Class 4 contains 72958 members 
Mstep: Class 5 contains 122066 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20528 members 
Mstep: Class 13 contains 27330 members 
Mstep: Class 14 contains 155837 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42005 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 128869 members 
Mstep: Class 21 contains 37980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868624.000000 Penalty: 44658.785156
Iteration 310Q: 21 clusters Score -9.886862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158367 members 
Mstep: Class 4 contains 72960 members 
Mstep: Class 5 contains 122064 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20531 members 
Mstep: Class 13 contains 27320 members 
Mstep: Class 14 contains 155838 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42006 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 128868 members 
Mstep: Class 21 contains 37980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868656.000000 Penalty: 44658.785156
Iteration 311Q: 21 clusters Score -9.886866e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158364 members 
Mstep: Class 4 contains 72963 members 
Mstep: Class 5 contains 122063 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20531 members 
Mstep: Class 13 contains 27312 members 
Mstep: Class 14 contains 155843 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42009 members 
Mstep: Class 18 contains 61731 members 
Mstep: Class 19 contains 128868 members 
Mstep: Class 21 contains 37978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 312Q: 21 clusters Score -9.88686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158361 members 
Mstep: Class 4 contains 72965 members 
Mstep: Class 5 contains 122061 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20532 members 
Mstep: Class 13 contains 27305 members 
Mstep: Class 14 contains 155852 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42009 members 
Mstep: Class 18 contains 61731 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 313Q: 21 clusters Score -9.88686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158360 members 
Mstep: Class 4 contains 72969 members 
Mstep: Class 5 contains 122058 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27303 members 
Mstep: Class 14 contains 155855 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42009 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128866 members 
Mstep: Class 21 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868648.000000 Penalty: 44658.785156
Iteration 314Q: 21 clusters Score -9.886865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158357 members 
Mstep: Class 4 contains 72971 members 
Mstep: Class 5 contains 122057 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20534 members 
Mstep: Class 13 contains 27294 members 
Mstep: Class 14 contains 155861 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42011 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128866 members 
Mstep: Class 21 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868648.000000 Penalty: 44658.785156
Iteration 315Q: 21 clusters Score -9.886865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158363 members 
Mstep: Class 4 contains 72973 members 
Mstep: Class 5 contains 122056 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27293 members 
Mstep: Class 14 contains 155856 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42012 members 
Mstep: Class 18 contains 61728 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868664.000000 Penalty: 44658.785156
Iteration 316Q: 21 clusters Score -9.886866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158363 members 
Mstep: Class 4 contains 72974 members 
Mstep: Class 5 contains 122056 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27292 members 
Mstep: Class 14 contains 155855 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42013 members 
Mstep: Class 18 contains 61728 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868632.000000 Penalty: 44658.785156
Iteration 317Q: 21 clusters Score -9.886863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158371 members 
Mstep: Class 4 contains 72974 members 
Mstep: Class 5 contains 122056 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42014 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868664.000000 Penalty: 44658.785156
Iteration 318Q: 21 clusters Score -9.886866e+07 nChanged 20
Entering ConstructFrom: 
Score: -98868664.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Entering Unmasked Estep 
Score: -4338214.500000 Penalty: 1728.549072
	Iteration 0F: 2 clusters Score -4338214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -4310317.500000 Penalty: 3457.098145
	Iteration 0F: 3 clusters Score -4310318 nChanged 19462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4321142.000000 Penalty: 3457.098145
	Iteration 1F: 3 clusters Score -4321142 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4321989.000000 Penalty: 3457.098145
	Iteration 2Q: 3 clusters Score -4321989 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4323530.500000 Penalty: 3457.098145
	Iteration 3F: 3 clusters Score -4323530 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4326432.500000 Penalty: 3457.098145
	Iteration 4F: 3 clusters Score -4326432 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4330473.000000 Penalty: 3457.098145
	Iteration 5F: 3 clusters Score -4330473 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4333933.000000 Penalty: 3457.098145
	Iteration 6F: 3 clusters Score -4333933 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4335762.500000 Penalty: 3457.098145
	Iteration 7F: 3 clusters Score -4335762 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4336468.500000 Penalty: 3457.098145
	Iteration 8Q: 3 clusters Score -4336468 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4336729.500000 Penalty: 3457.098145
	Iteration 9Q: 3 clusters Score -4336730 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4336853.500000 Penalty: 3457.098145
	Iteration 10Q: 3 clusters Score -4336854 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -4336946.500000 Penalty: 3457.098145
	Iteration 11Q: 3 clusters Score -4336946 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4337057.000000 Penalty: 3457.098145
	Iteration 12Q: 3 clusters Score -4337057 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4337158.500000 Penalty: 3457.098145
	Iteration 13Q: 3 clusters Score -4337158 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -4337397.000000 Penalty: 3457.098145
	Iteration 14Q: 3 clusters Score -4337397 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4337686.000000 Penalty: 3457.098145
	Iteration 15Q: 3 clusters Score -4337686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -4337932.500000 Penalty: 3457.098145
	Iteration 16Q: 3 clusters Score -4337932 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -4338064.500000 Penalty: 3457.098145
	Iteration 17Q: 3 clusters Score -4338064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -4338122.500000 Penalty: 3457.098145
	Iteration 18Q: 3 clusters Score -4338122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4338164.500000 Penalty: 3457.098145
	Iteration 19Q: 3 clusters Score -4338164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4338213.000000 Penalty: 3457.098145
	Iteration 20F: 3 clusters Score -4338213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -4338250.000000 Penalty: 3457.098145
	Iteration 21Q: 3 clusters Score -4338250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -4338323.500000 Penalty: 3457.098145
	Iteration 22Q: 3 clusters Score -4338324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4338420.500000 Penalty: 3457.098145
	Iteration 23Q: 3 clusters Score -4338420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -4338530.000000 Penalty: 3457.098145
	Iteration 24Q: 3 clusters Score -4338530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4338577.000000 Penalty: 3457.098145
	Iteration 25Q: 3 clusters Score -4338577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4338595.000000 Penalty: 3457.098145
	Iteration 26Q: 3 clusters Score -4338595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -4338600.000000 Penalty: 3457.098145
	Iteration 27Q: 3 clusters Score -4338600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4338609.000000 Penalty: 3457.098145
	Iteration 28Q: 3 clusters Score -4338609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4338615.000000 Penalty: 3457.098145
	Iteration 29Q: 3 clusters Score -4338615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -4338615.000000 Penalty: 3457.098145
	Iteration 30Q: 3 clusters Score -4338615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4338619.000000 Penalty: 3457.098145
	Iteration 31Q: 3 clusters Score -4338619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -4338616.000000 Penalty: 3457.098145
	Iteration 32Q: 3 clusters Score -4338616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -4338614.000000 Penalty: 3457.098145
	Iteration 33Q: 3 clusters Score -4338614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4338614.000000 Penalty: 3457.098145
	Iteration 34Q: 3 clusters Score -4338614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -4338612.000000 Penalty: 3457.098145
	Iteration 35Q: 3 clusters Score -4338612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -4338615.000000 Penalty: 3457.098145
	Iteration 36Q: 3 clusters Score -4338615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -4338614.000000 Penalty: 3457.098145
	Iteration 37Q: 3 clusters Score -4338614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -4338613.500000 Penalty: 3457.098145
	Iteration 38Q: 3 clusters Score -4338614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4338613.000000 Penalty: 3457.098145
	Iteration 39Q: 3 clusters Score -4338613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4338613.000000 Penalty: 3457.098145
	Iteration 40F: 3 clusters Score -4338613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158378 members 
Mstep: Class 4 contains 72975 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155843 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42016 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128869 members 
Mstep: Class 20 contains 39932 members 
Mstep: Class 21 contains 37974 members 
Entering Unmasked Estep 
Score: -98867992.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98868664.000000 to -98867992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -60392.593750 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -60392.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59229.828125 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -59229.83 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59705.578125 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -59705.58 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60176.640625 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -60176.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60594.703125 Penalty: 2121.110840
	Iteration 3F: 3 clusters Score -60594.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60826.210938 Penalty: 2121.110840
	Iteration 4F: 3 clusters Score -60826.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60890.527344 Penalty: 2121.110840
	Iteration 5Q: 3 clusters Score -60890.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60929.988281 Penalty: 2121.110840
	Iteration 6Q: 3 clusters Score -60929.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60955.171875 Penalty: 2121.110840
	Iteration 7Q: 3 clusters Score -60955.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60957.593750 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -60957.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60960.000000 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -60960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60962.992188 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -60962.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60965.070312 Penalty: 2121.110840
	Iteration 11Q: 3 clusters Score -60965.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60966.363281 Penalty: 2121.110840
	Iteration 12Q: 3 clusters Score -60966.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60966.363281 Penalty: 2121.110840
	Iteration 13F: 3 clusters Score -60966.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 158378 members 
Mstep: Class 4 contains 72975 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155843 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42016 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128869 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 21 contains 37974 members 
Entering Unmasked Estep 
Score: -98867928.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98868664.000000 to -98867928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (158378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Entering Unmasked Estep 
Score: -17065366.000000 Penalty: 1945.570312
	Iteration 0F: 2 clusters Score -1.706537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -16961960.000000 Penalty: 3891.140625
	Iteration 0F: 3 clusters Score -1.696196e+07 nChanged 76451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -17006926.000000 Penalty: 3891.140625
	Iteration 1F: 3 clusters Score -1.700693e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -17007952.000000 Penalty: 3891.140625
	Iteration 2Q: 3 clusters Score -1.700795e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -17009628.000000 Penalty: 3891.140625
	Iteration 3Q: 3 clusters Score -1.700963e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -17012496.000000 Penalty: 3891.140625
	Iteration 4Q: 3 clusters Score -1.70125e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -17017010.000000 Penalty: 3891.140625
	Iteration 5Q: 3 clusters Score -1.701701e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -17024354.000000 Penalty: 3891.140625
	Iteration 6F: 3 clusters Score -1.702435e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -17033548.000000 Penalty: 3891.140625
	Iteration 7F: 3 clusters Score -1.703355e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -17042088.000000 Penalty: 3891.140625
	Iteration 8F: 3 clusters Score -1.704209e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 128464 members 
Entering Unmasked Estep 
Score: -17047954.000000 Penalty: 3891.140625
	Iteration 9Q: 3 clusters Score -1.704795e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 132225 members 
Entering Unmasked Estep 
Score: -17051238.000000 Penalty: 3891.140625
	Iteration 10Q: 3 clusters Score -1.705124e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 135496 members 
Entering Unmasked Estep 
Score: -17053492.000000 Penalty: 3891.140625
	Iteration 11Q: 3 clusters Score -1.705349e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -17055144.000000 Penalty: 3891.140625
	Iteration 12Q: 3 clusters Score -1.705514e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 141383 members 
Entering Unmasked Estep 
Score: -17056530.000000 Penalty: 3891.140625
	Iteration 13Q: 3 clusters Score -1.705653e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -17057826.000000 Penalty: 3891.140625
	Iteration 14Q: 3 clusters Score -1.705783e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -17058730.000000 Penalty: 3891.140625
	Iteration 15Q: 3 clusters Score -1.705873e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -17059538.000000 Penalty: 3891.140625
	Iteration 16Q: 3 clusters Score -1.705954e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 149705 members 
Entering Unmasked Estep 
Score: -17060234.000000 Penalty: 3891.140625
	Iteration 17Q: 3 clusters Score -1.706023e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -17060804.000000 Penalty: 3891.140625
	Iteration 18Q: 3 clusters Score -1.70608e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -17061368.000000 Penalty: 3891.140625
	Iteration 19Q: 3 clusters Score -1.706137e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 153194 members 
Entering Unmasked Estep 
Score: -17061812.000000 Penalty: 3891.140625
	Iteration 20F: 3 clusters Score -1.706181e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -17062230.000000 Penalty: 3891.140625
	Iteration 21Q: 3 clusters Score -1.706223e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -17062460.000000 Penalty: 3891.140625
	Iteration 22Q: 3 clusters Score -1.706246e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -17062668.000000 Penalty: 3891.140625
	Iteration 23Q: 3 clusters Score -1.706267e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 155779 members 
Entering Unmasked Estep 
Score: -17062840.000000 Penalty: 3891.140625
	Iteration 24Q: 3 clusters Score -1.706284e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -17062998.000000 Penalty: 3891.140625
	Iteration 25Q: 3 clusters Score -1.7063e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -17063128.000000 Penalty: 3891.140625
	Iteration 26Q: 3 clusters Score -1.706313e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -17063216.000000 Penalty: 3891.140625
	Iteration 27Q: 3 clusters Score -1.706322e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 156858 members 
Entering Unmasked Estep 
Score: -17063312.000000 Penalty: 3891.140625
	Iteration 28Q: 3 clusters Score -1.706331e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 157031 members 
Entering Unmasked Estep 
Score: -17063376.000000 Penalty: 3891.140625
	Iteration 29Q: 3 clusters Score -1.706338e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -17063412.000000 Penalty: 3891.140625
	Iteration 30Q: 3 clusters Score -1.706341e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -17063500.000000 Penalty: 3891.140625
	Iteration 31Q: 3 clusters Score -1.70635e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 157323 members 
Entering Unmasked Estep 
Score: -17063514.000000 Penalty: 3891.140625
	Iteration 32Q: 3 clusters Score -1.706351e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -17063568.000000 Penalty: 3891.140625
	Iteration 33Q: 3 clusters Score -1.706357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -17063566.000000 Penalty: 3891.140625
	Iteration 34Q: 3 clusters Score -1.706357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -17063592.000000 Penalty: 3891.140625
	Iteration 35Q: 3 clusters Score -1.706359e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -17063614.000000 Penalty: 3891.140625
	Iteration 36Q: 3 clusters Score -1.706361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -17063616.000000 Penalty: 3891.140625
	Iteration 37Q: 3 clusters Score -1.706362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -17063628.000000 Penalty: 3891.140625
	Iteration 38Q: 3 clusters Score -1.706363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 157584 members 
Entering Unmasked Estep 
Score: -17063622.000000 Penalty: 3891.140625
	Iteration 39Q: 3 clusters Score -1.706362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -17063632.000000 Penalty: 3891.140625
	Iteration 40F: 3 clusters Score -1.706363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 157616 members 
Entering Unmasked Estep 
Score: -17063634.000000 Penalty: 3891.140625
	Iteration 41Q: 3 clusters Score -1.706363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -17063646.000000 Penalty: 3891.140625
	Iteration 42Q: 3 clusters Score -1.706365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 157647 members 
Entering Unmasked Estep 
Score: -17063644.000000 Penalty: 3891.140625
	Iteration 43Q: 3 clusters Score -1.706364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -17063642.000000 Penalty: 3891.140625
	Iteration 44Q: 3 clusters Score -1.706364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -17063648.000000 Penalty: 3891.140625
	Iteration 45Q: 3 clusters Score -1.706365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -17063652.000000 Penalty: 3891.140625
	Iteration 46Q: 3 clusters Score -1.706365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -17063664.000000 Penalty: 3891.140625
	Iteration 47Q: 3 clusters Score -1.706366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -17063666.000000 Penalty: 3891.140625
	Iteration 48Q: 3 clusters Score -1.706367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -17063666.000000 Penalty: 3891.140625
	Iteration 49Q: 3 clusters Score -1.706367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -17063676.000000 Penalty: 3891.140625
	Iteration 50Q: 3 clusters Score -1.706368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 157726 members 
Entering Unmasked Estep 
Score: -17063690.000000 Penalty: 3891.140625
	Iteration 51Q: 3 clusters Score -1.706369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -17063694.000000 Penalty: 3891.140625
	Iteration 52Q: 3 clusters Score -1.706369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -17063686.000000 Penalty: 3891.140625
	Iteration 53Q: 3 clusters Score -1.706369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -17063704.000000 Penalty: 3891.140625
	Iteration 54Q: 3 clusters Score -1.70637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -17063706.000000 Penalty: 3891.140625
	Iteration 55Q: 3 clusters Score -1.706371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -17063718.000000 Penalty: 3891.140625
	Iteration 56Q: 3 clusters Score -1.706372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -17063726.000000 Penalty: 3891.140625
	Iteration 57Q: 3 clusters Score -1.706373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -17063726.000000 Penalty: 3891.140625
	Iteration 58Q: 3 clusters Score -1.706373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -17063722.000000 Penalty: 3891.140625
	Iteration 59Q: 3 clusters Score -1.706372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -17063724.000000 Penalty: 3891.140625
	Iteration 60F: 3 clusters Score -1.706372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -17063730.000000 Penalty: 3891.140625
	Iteration 61Q: 3 clusters Score -1.706373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -17063722.000000 Penalty: 3891.140625
	Iteration 62Q: 3 clusters Score -1.706372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -17063726.000000 Penalty: 3891.140625
	Iteration 63Q: 3 clusters Score -1.706373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -17063728.000000 Penalty: 3891.140625
	Iteration 64Q: 3 clusters Score -1.706373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -17063726.000000 Penalty: 3891.140625
	Iteration 65Q: 3 clusters Score -1.706373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -17063732.000000 Penalty: 3891.140625
	Iteration 66Q: 3 clusters Score -1.706373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -17063722.000000 Penalty: 3891.140625
	Iteration 67Q: 3 clusters Score -1.706372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -17063730.000000 Penalty: 3891.140625
	Iteration 68Q: 3 clusters Score -1.706373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -17063734.000000 Penalty: 3891.140625
	Iteration 69Q: 3 clusters Score -1.706373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -17063734.000000 Penalty: 3891.140625
	Iteration 70F: 3 clusters Score -1.706373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Entering Unmasked Estep 
Score: -8024035.500000 Penalty: 1819.654175
	Iteration 0F: 2 clusters Score -8024036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -7975133.500000 Penalty: 3639.308350
	Iteration 0F: 3 clusters Score -7975134 nChanged 34677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7995195.000000 Penalty: 3639.308350
	Iteration 1F: 3 clusters Score -7995195 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7995710.000000 Penalty: 3639.308350
	Iteration 2Q: 3 clusters Score -7995710 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -7996270.000000 Penalty: 3639.308350
	Iteration 3Q: 3 clusters Score -7996270 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -7996999.500000 Penalty: 3639.308350
	Iteration 4Q: 3 clusters Score -7997000 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -7998147.000000 Penalty: 3639.308350
	Iteration 5Q: 3 clusters Score -7998147 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -8000105.500000 Penalty: 3639.308350
	Iteration 6F: 3 clusters Score -8000106 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8003314.500000 Penalty: 3639.308350
	Iteration 7F: 3 clusters Score -8003314 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -8007770.000000 Penalty: 3639.308350
	Iteration 8F: 3 clusters Score -8007770 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -8012840.500000 Penalty: 3639.308350
	Iteration 9F: 3 clusters Score -8012840 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -8016418.500000 Penalty: 3639.308350
	Iteration 10F: 3 clusters Score -8016418 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -8018188.000000 Penalty: 3639.308350
	Iteration 11Q: 3 clusters Score -8018188 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -8019025.500000 Penalty: 3639.308350
	Iteration 12Q: 3 clusters Score -8019026 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -8019713.500000 Penalty: 3639.308350
	Iteration 13Q: 3 clusters Score -8019714 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8020265.000000 Penalty: 3639.308350
	Iteration 14Q: 3 clusters Score -8020265 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -8020719.000000 Penalty: 3639.308350
	Iteration 15Q: 3 clusters Score -8020719 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8021156.000000 Penalty: 3639.308350
	Iteration 16Q: 3 clusters Score -8021156 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8021470.000000 Penalty: 3639.308350
	Iteration 17Q: 3 clusters Score -8021470 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -8021709.500000 Penalty: 3639.308350
	Iteration 18Q: 3 clusters Score -8021710 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8021922.500000 Penalty: 3639.308350
	Iteration 19Q: 3 clusters Score -8021922 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8022113.500000 Penalty: 3639.308350
	Iteration 20F: 3 clusters Score -8022114 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8022251.500000 Penalty: 3639.308350
	Iteration 21Q: 3 clusters Score -8022252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8022347.500000 Penalty: 3639.308350
	Iteration 22Q: 3 clusters Score -8022348 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8022431.000000 Penalty: 3639.308350
	Iteration 23Q: 3 clusters Score -8022431 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8022474.000000 Penalty: 3639.308350
	Iteration 24Q: 3 clusters Score -8022474 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8022529.500000 Penalty: 3639.308350
	Iteration 25Q: 3 clusters Score -8022530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8022571.000000 Penalty: 3639.308350
	Iteration 26Q: 3 clusters Score -8022571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8022616.000000 Penalty: 3639.308350
	Iteration 27Q: 3 clusters Score -8022616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8022672.500000 Penalty: 3639.308350
	Iteration 28Q: 3 clusters Score -8022672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8022709.000000 Penalty: 3639.308350
	Iteration 29Q: 3 clusters Score -8022709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8022706.500000 Penalty: 3639.308350
	Iteration 30Q: 3 clusters Score -8022706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8022724.000000 Penalty: 3639.308350
	Iteration 31Q: 3 clusters Score -8022724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8022732.500000 Penalty: 3639.308350
	Iteration 32Q: 3 clusters Score -8022732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8022739.000000 Penalty: 3639.308350
	Iteration 33Q: 3 clusters Score -8022739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8022743.500000 Penalty: 3639.308350
	Iteration 34Q: 3 clusters Score -8022744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8022763.500000 Penalty: 3639.308350
	Iteration 35Q: 3 clusters Score -8022764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8022757.500000 Penalty: 3639.308350
	Iteration 36Q: 3 clusters Score -8022758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8022765.500000 Penalty: 3639.308350
	Iteration 37Q: 3 clusters Score -8022766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8022769.500000 Penalty: 3639.308350
	Iteration 38Q: 3 clusters Score -8022770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8022775.500000 Penalty: 3639.308350
	Iteration 39Q: 3 clusters Score -8022776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8022782.000000 Penalty: 3639.308350
	Iteration 40F: 3 clusters Score -8022782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8022780.500000 Penalty: 3639.308350
	Iteration 41Q: 3 clusters Score -8022780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8022767.000000 Penalty: 3639.308350
	Iteration 42Q: 3 clusters Score -8022767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8022762.500000 Penalty: 3639.308350
	Iteration 43Q: 3 clusters Score -8022762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8022768.000000 Penalty: 3639.308350
	Iteration 44Q: 3 clusters Score -8022768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8022773.500000 Penalty: 3639.308350
	Iteration 45Q: 3 clusters Score -8022774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8022772.000000 Penalty: 3639.308350
	Iteration 46Q: 3 clusters Score -8022772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8022771.000000 Penalty: 3639.308350
	Iteration 47Q: 3 clusters Score -8022771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8022766.500000 Penalty: 3639.308350
	Iteration 48Q: 3 clusters Score -8022766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8022772.000000 Penalty: 3639.308350
	Iteration 49Q: 3 clusters Score -8022772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8022774.500000 Penalty: 3639.308350
	Iteration 50Q: 3 clusters Score -8022774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8022783.000000 Penalty: 3639.308350
	Iteration 51Q: 3 clusters Score -8022783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8022781.000000 Penalty: 3639.308350
	Iteration 52Q: 3 clusters Score -8022781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8022780.500000 Penalty: 3639.308350
	Iteration 53Q: 3 clusters Score -8022780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8022781.500000 Penalty: 3639.308350
	Iteration 54Q: 3 clusters Score -8022782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8022791.500000 Penalty: 3639.308350
	Iteration 55Q: 3 clusters Score -8022792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8022788.000000 Penalty: 3639.308350
	Iteration 56Q: 3 clusters Score -8022788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8022789.000000 Penalty: 3639.308350
	Iteration 57Q: 3 clusters Score -8022789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8022792.000000 Penalty: 3639.308350
	Iteration 58Q: 3 clusters Score -8022792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8022797.500000 Penalty: 3639.308350
	Iteration 59Q: 3 clusters Score -8022798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8022804.500000 Penalty: 3639.308350
	Iteration 60F: 3 clusters Score -8022804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8022802.000000 Penalty: 3639.308350
	Iteration 61Q: 3 clusters Score -8022802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8022804.000000 Penalty: 3639.308350
	Iteration 62Q: 3 clusters Score -8022804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8022802.500000 Penalty: 3639.308350
	Iteration 63Q: 3 clusters Score -8022802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8022802.500000 Penalty: 3639.308350
	Iteration 64Q: 3 clusters Score -8022802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8022804.000000 Penalty: 3639.308350
	Iteration 65Q: 3 clusters Score -8022804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8022803.500000 Penalty: 3639.308350
	Iteration 66Q: 3 clusters Score -8022804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8022810.000000 Penalty: 3639.308350
	Iteration 67Q: 3 clusters Score -8022810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8022811.500000 Penalty: 3639.308350
	Iteration 68Q: 3 clusters Score -8022812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8022809.500000 Penalty: 3639.308350
	Iteration 69Q: 3 clusters Score -8022810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8022810.500000 Penalty: 3639.308350
	Iteration 70Q: 3 clusters Score -8022810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8022810.500000 Penalty: 3639.308350
	Iteration 71F: 3 clusters Score -8022810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122054 members 
Entering Unmasked Estep 
Score: -13360201.000000 Penalty: 1903.235596
	Iteration 0F: 2 clusters Score -1.33602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -13278240.000000 Penalty: 3806.471191
	Iteration 0F: 3 clusters Score -1.327824e+07 nChanged 58850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -13312878.000000 Penalty: 3806.471191
	Iteration 1F: 3 clusters Score -1.331288e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -13313900.000000 Penalty: 3806.471191
	Iteration 2Q: 3 clusters Score -1.33139e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -13315370.000000 Penalty: 3806.471191
	Iteration 3Q: 3 clusters Score -1.331537e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -13317779.000000 Penalty: 3806.471191
	Iteration 4Q: 3 clusters Score -1.331778e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -13321735.000000 Penalty: 3806.471191
	Iteration 5F: 3 clusters Score -1.332174e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -13327746.000000 Penalty: 3806.471191
	Iteration 6F: 3 clusters Score -1.332775e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -13335644.000000 Penalty: 3806.471191
	Iteration 7F: 3 clusters Score -1.333564e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -13343754.000000 Penalty: 3806.471191
	Iteration 8F: 3 clusters Score -1.334375e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -13349750.000000 Penalty: 3806.471191
	Iteration 9F: 3 clusters Score -1.334975e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -13353448.000000 Penalty: 3806.471191
	Iteration 10Q: 3 clusters Score -1.335345e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -13355483.000000 Penalty: 3806.471191
	Iteration 11Q: 3 clusters Score -1.335548e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -13356572.000000 Penalty: 3806.471191
	Iteration 12Q: 3 clusters Score -1.335657e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113870 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -13357262.000000 Penalty: 3806.471191
	Iteration 13Q: 3 clusters Score -1.335726e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -13357683.000000 Penalty: 3806.471191
	Iteration 14Q: 3 clusters Score -1.335768e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -13358040.000000 Penalty: 3806.471191
	Iteration 15Q: 3 clusters Score -1.335804e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -13358362.000000 Penalty: 3806.471191
	Iteration 16Q: 3 clusters Score -1.335836e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -13358521.000000 Penalty: 3806.471191
	Iteration 17Q: 3 clusters Score -1.335852e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -13358670.000000 Penalty: 3806.471191
	Iteration 18Q: 3 clusters Score -1.335867e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -13358760.000000 Penalty: 3806.471191
	Iteration 19Q: 3 clusters Score -1.335876e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -13358862.000000 Penalty: 3806.471191
	Iteration 20F: 3 clusters Score -1.335886e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -13358932.000000 Penalty: 3806.471191
	Iteration 21Q: 3 clusters Score -1.335893e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -13358950.000000 Penalty: 3806.471191
	Iteration 22Q: 3 clusters Score -1.335895e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -13359018.000000 Penalty: 3806.471191
	Iteration 23Q: 3 clusters Score -1.335902e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118125 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -13359090.000000 Penalty: 3806.471191
	Iteration 24Q: 3 clusters Score -1.335909e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -13359130.000000 Penalty: 3806.471191
	Iteration 25Q: 3 clusters Score -1.335913e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -13359145.000000 Penalty: 3806.471191
	Iteration 26Q: 3 clusters Score -1.335914e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -13359173.000000 Penalty: 3806.471191
	Iteration 27Q: 3 clusters Score -1.335917e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118489 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -13359181.000000 Penalty: 3806.471191
	Iteration 28Q: 3 clusters Score -1.335918e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -13359192.000000 Penalty: 3806.471191
	Iteration 29Q: 3 clusters Score -1.335919e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -13359214.000000 Penalty: 3806.471191
	Iteration 30Q: 3 clusters Score -1.335921e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -13359225.000000 Penalty: 3806.471191
	Iteration 31Q: 3 clusters Score -1.335922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -13359227.000000 Penalty: 3806.471191
	Iteration 32Q: 3 clusters Score -1.335923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -13359234.000000 Penalty: 3806.471191
	Iteration 33Q: 3 clusters Score -1.335923e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -13359247.000000 Penalty: 3806.471191
	Iteration 34Q: 3 clusters Score -1.335925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118857 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -13359250.000000 Penalty: 3806.471191
	Iteration 35Q: 3 clusters Score -1.335925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -13359260.000000 Penalty: 3806.471191
	Iteration 36Q: 3 clusters Score -1.335926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -13359263.000000 Penalty: 3806.471191
	Iteration 37Q: 3 clusters Score -1.335926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -13359268.000000 Penalty: 3806.471191
	Iteration 38Q: 3 clusters Score -1.335927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118954 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -13359284.000000 Penalty: 3806.471191
	Iteration 39Q: 3 clusters Score -1.335928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -13359281.000000 Penalty: 3806.471191
	Iteration 40F: 3 clusters Score -1.335928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -13359282.000000 Penalty: 3806.471191
	Iteration 41Q: 3 clusters Score -1.335928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -13359290.000000 Penalty: 3806.471191
	Iteration 42Q: 3 clusters Score -1.335929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -13359292.000000 Penalty: 3806.471191
	Iteration 43Q: 3 clusters Score -1.335929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119043 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13359287.000000 Penalty: 3806.471191
	Iteration 44Q: 3 clusters Score -1.335929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13359283.000000 Penalty: 3806.471191
	Iteration 45Q: 3 clusters Score -1.335928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -13359290.000000 Penalty: 3806.471191
	Iteration 46Q: 3 clusters Score -1.335929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119054 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13359296.000000 Penalty: 3806.471191
	Iteration 47Q: 3 clusters Score -1.33593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119057 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13359296.000000 Penalty: 3806.471191
	Iteration 48Q: 3 clusters Score -1.33593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119059 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -13359297.000000 Penalty: 3806.471191
	Iteration 49Q: 3 clusters Score -1.33593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -13359293.000000 Penalty: 3806.471191
	Iteration 50Q: 3 clusters Score -1.335929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -13359298.000000 Penalty: 3806.471191
	Iteration 51Q: 3 clusters Score -1.33593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -13359292.000000 Penalty: 3806.471191
	Iteration 52Q: 3 clusters Score -1.335929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -13359304.000000 Penalty: 3806.471191
	Iteration 53Q: 3 clusters Score -1.33593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119078 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -13359307.000000 Penalty: 3806.471191
	Iteration 54Q: 3 clusters Score -1.335931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -13359304.000000 Penalty: 3806.471191
	Iteration 55Q: 3 clusters Score -1.33593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -13359302.000000 Penalty: 3806.471191
	Iteration 56Q: 3 clusters Score -1.33593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -13359316.000000 Penalty: 3806.471191
	Iteration 57Q: 3 clusters Score -1.335932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -13359319.000000 Penalty: 3806.471191
	Iteration 58Q: 3 clusters Score -1.335932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -13359315.000000 Penalty: 3806.471191
	Iteration 59Q: 3 clusters Score -1.335932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119108 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13359305.000000 Penalty: 3806.471191
	Iteration 60F: 3 clusters Score -1.33593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -222022.984375 Penalty: 1237.645996
	Iteration 0F: 2 clusters Score -222023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -219970.718750 Penalty: 2475.291992
	Iteration 0F: 3 clusters Score -219970.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220382.031250 Penalty: 2475.291992
	Iteration 1F: 3 clusters Score -220382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -220470.296875 Penalty: 2475.291992
	Iteration 2F: 3 clusters Score -220470.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220515.109375 Penalty: 2475.291992
	Iteration 3Q: 3 clusters Score -220515.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220539.656250 Penalty: 2475.291992
	Iteration 4Q: 3 clusters Score -220539.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220560.625000 Penalty: 2475.291992
	Iteration 5Q: 3 clusters Score -220560.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -220576.484375 Penalty: 2475.291992
	Iteration 6Q: 3 clusters Score -220576.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -220590.906250 Penalty: 2475.291992
	Iteration 7Q: 3 clusters Score -220590.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220601.968750 Penalty: 2475.291992
	Iteration 8Q: 3 clusters Score -220602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -220613.609375 Penalty: 2475.291992
	Iteration 9Q: 3 clusters Score -220613.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -220622.984375 Penalty: 2475.291992
	Iteration 10Q: 3 clusters Score -220623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -220631.890625 Penalty: 2475.291992
	Iteration 11Q: 3 clusters Score -220631.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -220642.265625 Penalty: 2475.291992
	Iteration 12Q: 3 clusters Score -220642.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -220653.984375 Penalty: 2475.291992
	Iteration 13Q: 3 clusters Score -220654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -220663.921875 Penalty: 2475.291992
	Iteration 14Q: 3 clusters Score -220663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -220670.218750 Penalty: 2475.291992
	Iteration 15Q: 3 clusters Score -220670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220673.453125 Penalty: 2475.291992
	Iteration 16Q: 3 clusters Score -220673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -220676.234375 Penalty: 2475.291992
	Iteration 17Q: 3 clusters Score -220676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -220680.046875 Penalty: 2475.291992
	Iteration 18Q: 3 clusters Score -220680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -220685.531250 Penalty: 2475.291992
	Iteration 19Q: 3 clusters Score -220685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -220690.406250 Penalty: 2475.291992
	Iteration 20F: 3 clusters Score -220690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -220695.250000 Penalty: 2475.291992
	Iteration 21Q: 3 clusters Score -220695.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -220698.578125 Penalty: 2475.291992
	Iteration 22Q: 3 clusters Score -220698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -220701.156250 Penalty: 2475.291992
	Iteration 23Q: 3 clusters Score -220701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -220701.703125 Penalty: 2475.291992
	Iteration 24Q: 3 clusters Score -220701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -220702.156250 Penalty: 2475.291992
	Iteration 25Q: 3 clusters Score -220702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -220702.625000 Penalty: 2475.291992
	Iteration 26Q: 3 clusters Score -220702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -220702.625000 Penalty: 2475.291992
	Iteration 27F: 3 clusters Score -220702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -295338.531250 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -295338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -292763.000000 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -292763 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -293314.906250 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -293314.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -293435.625000 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -293435.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -293508.343750 Penalty: 2581.729492
	Iteration 3Q: 3 clusters Score -293508.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293553.375000 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -293553.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -293583.781250 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -293583.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -293604.812500 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -293604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -293623.218750 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -293623.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -293641.875000 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -293641.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -293656.062500 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -293656.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -293668.375000 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -293668.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -293677.312500 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -293677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -293686.312500 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -293686.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -293695.843750 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -293695.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -293708.875000 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -293708.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -293719.375000 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -293719.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -293727.718750 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -293727.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -293737.125000 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -293737.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293747.843750 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -293747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -293762.687500 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -293762.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -293777.250000 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -293777.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -293793.562500 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -293793.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -293813.906250 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -293813.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -293835.375000 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -293835.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -293856.718750 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -293856.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -293869.437500 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -293869.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -293879.531250 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -293879.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -293894.656250 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -293894.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -293913.281250 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -293913.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -293930.343750 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -293930.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -293945.562500 Penalty: 2581.729492
	Iteration 30Q: 3 clusters Score -293945.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -293966.687500 Penalty: 2581.729492
	Iteration 31Q: 3 clusters Score -293966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -293992.156250 Penalty: 2581.729492
	Iteration 32Q: 3 clusters Score -293992.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -294017.593750 Penalty: 2581.729492
	Iteration 33Q: 3 clusters Score -294017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -294040.250000 Penalty: 2581.729492
	Iteration 34Q: 3 clusters Score -294040.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -294066.218750 Penalty: 2581.729492
	Iteration 35Q: 3 clusters Score -294066.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -294088.062500 Penalty: 2581.729492
	Iteration 36Q: 3 clusters Score -294088.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -294110.906250 Penalty: 2581.729492
	Iteration 37Q: 3 clusters Score -294110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -294127.062500 Penalty: 2581.729492
	Iteration 38Q: 3 clusters Score -294127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -294140.062500 Penalty: 2581.729492
	Iteration 39Q: 3 clusters Score -294140.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -294150.562500 Penalty: 2581.729492
	Iteration 40F: 3 clusters Score -294150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -294164.031250 Penalty: 2581.729492
	Iteration 41Q: 3 clusters Score -294164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -294172.187500 Penalty: 2581.729492
	Iteration 42Q: 3 clusters Score -294172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -294182.875000 Penalty: 2581.729492
	Iteration 43Q: 3 clusters Score -294182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -294193.500000 Penalty: 2581.729492
	Iteration 44Q: 3 clusters Score -294193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -294202.531250 Penalty: 2581.729492
	Iteration 45Q: 3 clusters Score -294202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -294214.906250 Penalty: 2581.729492
	Iteration 46Q: 3 clusters Score -294214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -294228.093750 Penalty: 2581.729492
	Iteration 47Q: 3 clusters Score -294228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -294231.187500 Penalty: 2581.729492
	Iteration 48Q: 3 clusters Score -294231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -294232.531250 Penalty: 2581.729492
	Iteration 49Q: 3 clusters Score -294232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -294233.875000 Penalty: 2581.729492
	Iteration 50Q: 3 clusters Score -294233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -294233.875000 Penalty: 2581.729492
	Iteration 51F: 3 clusters Score -294233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134137.875000 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132547.093750 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132547.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132803.109375 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132803.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132893.609375 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132893.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132940.218750 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -132940.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132975.312500 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132975.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133003.406250 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -133003.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133023.031250 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -133023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133033.765625 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -133033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133038.046875 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -133038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133040.343750 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -133040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133042.484375 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -133042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133042.703125 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -133042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133042.703125 Penalty: 2312.300049
	Iteration 12F: 3 clusters Score -133042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -152919.312500 Penalty: 1177.302979
	Iteration 0F: 2 clusters Score -152919.3 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 680 members 
Entering Unmasked Estep 
Score: -151213.312500 Penalty: 2354.605957
	Iteration 0F: 3 clusters Score -151213.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151523.546875 Penalty: 2354.605957
	Iteration 1F: 3 clusters Score -151523.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151599.984375 Penalty: 2354.605957
	Iteration 2F: 3 clusters Score -151600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151638.609375 Penalty: 2354.605957
	Iteration 3Q: 3 clusters Score -151638.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -151664.000000 Penalty: 2354.605957
	Iteration 4Q: 3 clusters Score -151664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151678.640625 Penalty: 2354.605957
	Iteration 5Q: 3 clusters Score -151678.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151688.093750 Penalty: 2354.605957
	Iteration 6Q: 3 clusters Score -151688.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151696.875000 Penalty: 2354.605957
	Iteration 7Q: 3 clusters Score -151696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151703.015625 Penalty: 2354.605957
	Iteration 8Q: 3 clusters Score -151703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151706.218750 Penalty: 2354.605957
	Iteration 9Q: 3 clusters Score -151706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151710.140625 Penalty: 2354.605957
	Iteration 10Q: 3 clusters Score -151710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151714.437500 Penalty: 2354.605957
	Iteration 11Q: 3 clusters Score -151714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151717.968750 Penalty: 2354.605957
	Iteration 12Q: 3 clusters Score -151718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151720.234375 Penalty: 2354.605957
	Iteration 13Q: 3 clusters Score -151720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151720.312500 Penalty: 2354.605957
	Iteration 14Q: 3 clusters Score -151720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151720.312500 Penalty: 2354.605957
	Iteration 15F: 3 clusters Score -151720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1630297.625000 Penalty: 1559.749023
	Iteration 0F: 2 clusters Score -1630298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1620035.000000 Penalty: 3119.498047
	Iteration 0F: 3 clusters Score -1620035 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1623521.625000 Penalty: 3119.498047
	Iteration 1F: 3 clusters Score -1623522 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1623796.875000 Penalty: 3119.498047
	Iteration 2F: 3 clusters Score -1623797 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1623993.125000 Penalty: 3119.498047
	Iteration 3Q: 3 clusters Score -1623993 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1624145.000000 Penalty: 3119.498047
	Iteration 4Q: 3 clusters Score -1624145 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1624280.250000 Penalty: 3119.498047
	Iteration 5Q: 3 clusters Score -1624280 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1624399.000000 Penalty: 3119.498047
	Iteration 6Q: 3 clusters Score -1624399 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1624508.250000 Penalty: 3119.498047
	Iteration 7Q: 3 clusters Score -1624508 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1624593.000000 Penalty: 3119.498047
	Iteration 8Q: 3 clusters Score -1624593 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1624681.875000 Penalty: 3119.498047
	Iteration 9Q: 3 clusters Score -1624682 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1624776.625000 Penalty: 3119.498047
	Iteration 10Q: 3 clusters Score -1624777 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1624917.375000 Penalty: 3119.498047
	Iteration 11Q: 3 clusters Score -1624917 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1625128.125000 Penalty: 3119.498047
	Iteration 12Q: 3 clusters Score -1625128 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1625451.875000 Penalty: 3119.498047
	Iteration 13Q: 3 clusters Score -1625452 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1625913.125000 Penalty: 3119.498047
	Iteration 14Q: 3 clusters Score -1625913 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1626407.125000 Penalty: 3119.498047
	Iteration 15Q: 3 clusters Score -1626407 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1626837.625000 Penalty: 3119.498047
	Iteration 16Q: 3 clusters Score -1626838 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1627202.750000 Penalty: 3119.498047
	Iteration 17Q: 3 clusters Score -1627203 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1627489.125000 Penalty: 3119.498047
	Iteration 18Q: 3 clusters Score -1627489 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1627685.250000 Penalty: 3119.498047
	Iteration 19Q: 3 clusters Score -1627685 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1627848.500000 Penalty: 3119.498047
	Iteration 20F: 3 clusters Score -1627848 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1627976.875000 Penalty: 3119.498047
	Iteration 21Q: 3 clusters Score -1627977 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1628074.750000 Penalty: 3119.498047
	Iteration 22Q: 3 clusters Score -1628075 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1628173.875000 Penalty: 3119.498047
	Iteration 23Q: 3 clusters Score -1628174 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1628296.000000 Penalty: 3119.498047
	Iteration 24Q: 3 clusters Score -1628296 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1628392.875000 Penalty: 3119.498047
	Iteration 25Q: 3 clusters Score -1628393 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1628480.250000 Penalty: 3119.498047
	Iteration 26Q: 3 clusters Score -1628480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1628538.000000 Penalty: 3119.498047
	Iteration 27Q: 3 clusters Score -1628538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1628587.375000 Penalty: 3119.498047
	Iteration 28Q: 3 clusters Score -1628587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1628622.375000 Penalty: 3119.498047
	Iteration 29Q: 3 clusters Score -1628622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1628649.250000 Penalty: 3119.498047
	Iteration 30Q: 3 clusters Score -1628649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1628692.625000 Penalty: 3119.498047
	Iteration 31Q: 3 clusters Score -1628693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1628720.250000 Penalty: 3119.498047
	Iteration 32Q: 3 clusters Score -1628720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1628747.000000 Penalty: 3119.498047
	Iteration 33Q: 3 clusters Score -1628747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1628770.250000 Penalty: 3119.498047
	Iteration 34Q: 3 clusters Score -1628770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1628787.000000 Penalty: 3119.498047
	Iteration 35Q: 3 clusters Score -1628787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1628810.000000 Penalty: 3119.498047
	Iteration 36Q: 3 clusters Score -1628810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1628821.375000 Penalty: 3119.498047
	Iteration 37Q: 3 clusters Score -1628821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1628835.125000 Penalty: 3119.498047
	Iteration 38Q: 3 clusters Score -1628835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1628851.250000 Penalty: 3119.498047
	Iteration 39Q: 3 clusters Score -1628851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1628861.125000 Penalty: 3119.498047
	Iteration 40F: 3 clusters Score -1628861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1628871.375000 Penalty: 3119.498047
	Iteration 41Q: 3 clusters Score -1628871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1628873.500000 Penalty: 3119.498047
	Iteration 42Q: 3 clusters Score -1628874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1628873.750000 Penalty: 3119.498047
	Iteration 43Q: 3 clusters Score -1628874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1628879.000000 Penalty: 3119.498047
	Iteration 44Q: 3 clusters Score -1628879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1628887.125000 Penalty: 3119.498047
	Iteration 45Q: 3 clusters Score -1628887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1628892.125000 Penalty: 3119.498047
	Iteration 46Q: 3 clusters Score -1628892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1628905.125000 Penalty: 3119.498047
	Iteration 47Q: 3 clusters Score -1628905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1628914.625000 Penalty: 3119.498047
	Iteration 48Q: 3 clusters Score -1628915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1628920.000000 Penalty: 3119.498047
	Iteration 49Q: 3 clusters Score -1628920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1628927.875000 Penalty: 3119.498047
	Iteration 50Q: 3 clusters Score -1628928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1628934.875000 Penalty: 3119.498047
	Iteration 51Q: 3 clusters Score -1628935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1628932.125000 Penalty: 3119.498047
	Iteration 52Q: 3 clusters Score -1628932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1628934.750000 Penalty: 3119.498047
	Iteration 53Q: 3 clusters Score -1628935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1628937.750000 Penalty: 3119.498047
	Iteration 54Q: 3 clusters Score -1628938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1628940.500000 Penalty: 3119.498047
	Iteration 55Q: 3 clusters Score -1628940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1628944.500000 Penalty: 3119.498047
	Iteration 56Q: 3 clusters Score -1628944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1628947.875000 Penalty: 3119.498047
	Iteration 57Q: 3 clusters Score -1628948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1628950.125000 Penalty: 3119.498047
	Iteration 58Q: 3 clusters Score -1628950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1628953.625000 Penalty: 3119.498047
	Iteration 59Q: 3 clusters Score -1628954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1628953.625000 Penalty: 3119.498047
	Iteration 60F: 3 clusters Score -1628954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -307279.468750 Penalty: 1292.984375
	Iteration 0F: 2 clusters Score -307279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -304654.593750 Penalty: 2585.968750
	Iteration 0F: 3 clusters Score -304654.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -305372.031250 Penalty: 2585.968750
	Iteration 1F: 3 clusters Score -305372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -305785.000000 Penalty: 2585.968750
	Iteration 2F: 3 clusters Score -305785 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -306035.250000 Penalty: 2585.968750
	Iteration 3F: 3 clusters Score -306035.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -306281.281250 Penalty: 2585.968750
	Iteration 4F: 3 clusters Score -306281.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -306619.343750 Penalty: 2585.968750
	Iteration 5F: 3 clusters Score -306619.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -306885.218750 Penalty: 2585.968750
	Iteration 6F: 3 clusters Score -306885.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -307062.062500 Penalty: 2585.968750
	Iteration 7F: 3 clusters Score -307062.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -307177.062500 Penalty: 2585.968750
	Iteration 8Q: 3 clusters Score -307177.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -307244.406250 Penalty: 2585.968750
	Iteration 9Q: 3 clusters Score -307244.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -307279.906250 Penalty: 2585.968750
	Iteration 10Q: 3 clusters Score -307279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -307295.781250 Penalty: 2585.968750
	Iteration 11Q: 3 clusters Score -307295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -307304.437500 Penalty: 2585.968750
	Iteration 12Q: 3 clusters Score -307304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -307309.781250 Penalty: 2585.968750
	Iteration 13Q: 3 clusters Score -307309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -307313.062500 Penalty: 2585.968750
	Iteration 14Q: 3 clusters Score -307313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -307319.843750 Penalty: 2585.968750
	Iteration 15Q: 3 clusters Score -307319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -307328.281250 Penalty: 2585.968750
	Iteration 16Q: 3 clusters Score -307328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -307335.343750 Penalty: 2585.968750
	Iteration 17Q: 3 clusters Score -307335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -307339.062500 Penalty: 2585.968750
	Iteration 18Q: 3 clusters Score -307339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -307341.718750 Penalty: 2585.968750
	Iteration 19Q: 3 clusters Score -307341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -307342.062500 Penalty: 2585.968750
	Iteration 20F: 3 clusters Score -307342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -307344.250000 Penalty: 2585.968750
	Iteration 21Q: 3 clusters Score -307344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -307344.656250 Penalty: 2585.968750
	Iteration 22Q: 3 clusters Score -307344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -307344.656250 Penalty: 2585.968750
	Iteration 23F: 3 clusters Score -307344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158378 members 
Mstep: Class 4 contains 72975 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155843 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42016 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128869 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 37974 members 
Entering Unmasked Estep 
Score: -98867704.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98868664.000000 to -98867704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (20533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Entering Unmasked Estep 
Score: -2260098.250000 Penalty: 1613.590698
	Iteration 0F: 2 clusters Score -2260098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2246100.250000 Penalty: 3227.181396
	Iteration 0F: 3 clusters Score -2246100 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2251089.750000 Penalty: 3227.181396
	Iteration 1F: 3 clusters Score -2251090 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2251499.500000 Penalty: 3227.181396
	Iteration 2Q: 3 clusters Score -2251500 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2251980.000000 Penalty: 3227.181396
	Iteration 3Q: 3 clusters Score -2251980 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2252607.750000 Penalty: 3227.181396
	Iteration 4F: 3 clusters Score -2252608 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2253418.500000 Penalty: 3227.181396
	Iteration 5F: 3 clusters Score -2253418 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2254487.000000 Penalty: 3227.181396
	Iteration 6F: 3 clusters Score -2254487 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2255764.750000 Penalty: 3227.181396
	Iteration 7F: 3 clusters Score -2255765 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2256926.750000 Penalty: 3227.181396
	Iteration 8F: 3 clusters Score -2256927 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2257684.250000 Penalty: 3227.181396
	Iteration 9Q: 3 clusters Score -2257684 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2258051.500000 Penalty: 3227.181396
	Iteration 10Q: 3 clusters Score -2258052 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2258230.250000 Penalty: 3227.181396
	Iteration 11Q: 3 clusters Score -2258230 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2258377.500000 Penalty: 3227.181396
	Iteration 12Q: 3 clusters Score -2258378 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2258463.500000 Penalty: 3227.181396
	Iteration 13Q: 3 clusters Score -2258464 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2258516.250000 Penalty: 3227.181396
	Iteration 14Q: 3 clusters Score -2258516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2258568.750000 Penalty: 3227.181396
	Iteration 15Q: 3 clusters Score -2258569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2258639.500000 Penalty: 3227.181396
	Iteration 16Q: 3 clusters Score -2258640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2258693.250000 Penalty: 3227.181396
	Iteration 17Q: 3 clusters Score -2258693 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2258734.750000 Penalty: 3227.181396
	Iteration 18Q: 3 clusters Score -2258735 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2258776.000000 Penalty: 3227.181396
	Iteration 19Q: 3 clusters Score -2258776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2258801.500000 Penalty: 3227.181396
	Iteration 20F: 3 clusters Score -2258802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2258831.500000 Penalty: 3227.181396
	Iteration 21Q: 3 clusters Score -2258832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2258848.750000 Penalty: 3227.181396
	Iteration 22Q: 3 clusters Score -2258849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2258870.750000 Penalty: 3227.181396
	Iteration 23Q: 3 clusters Score -2258871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2258879.250000 Penalty: 3227.181396
	Iteration 24Q: 3 clusters Score -2258879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2258898.000000 Penalty: 3227.181396
	Iteration 25Q: 3 clusters Score -2258898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2258916.500000 Penalty: 3227.181396
	Iteration 26Q: 3 clusters Score -2258916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2258925.250000 Penalty: 3227.181396
	Iteration 27Q: 3 clusters Score -2258925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2258932.750000 Penalty: 3227.181396
	Iteration 28Q: 3 clusters Score -2258933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2258941.250000 Penalty: 3227.181396
	Iteration 29Q: 3 clusters Score -2258941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2258947.000000 Penalty: 3227.181396
	Iteration 30Q: 3 clusters Score -2258947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2258950.000000 Penalty: 3227.181396
	Iteration 31Q: 3 clusters Score -2258950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2258961.000000 Penalty: 3227.181396
	Iteration 32Q: 3 clusters Score -2258961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2258966.250000 Penalty: 3227.181396
	Iteration 33Q: 3 clusters Score -2258966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2258971.750000 Penalty: 3227.181396
	Iteration 34Q: 3 clusters Score -2258972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2258978.000000 Penalty: 3227.181396
	Iteration 35Q: 3 clusters Score -2258978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2258984.750000 Penalty: 3227.181396
	Iteration 36Q: 3 clusters Score -2258985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2258994.250000 Penalty: 3227.181396
	Iteration 37Q: 3 clusters Score -2258994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2259005.250000 Penalty: 3227.181396
	Iteration 38Q: 3 clusters Score -2259005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2259016.000000 Penalty: 3227.181396
	Iteration 39Q: 3 clusters Score -2259016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2259019.000000 Penalty: 3227.181396
	Iteration 40F: 3 clusters Score -2259019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2259022.250000 Penalty: 3227.181396
	Iteration 41Q: 3 clusters Score -2259022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2259027.250000 Penalty: 3227.181396
	Iteration 42Q: 3 clusters Score -2259027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2259034.500000 Penalty: 3227.181396
	Iteration 43Q: 3 clusters Score -2259034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2259040.000000 Penalty: 3227.181396
	Iteration 44Q: 3 clusters Score -2259040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2259038.000000 Penalty: 3227.181396
	Iteration 45Q: 3 clusters Score -2259038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2259045.750000 Penalty: 3227.181396
	Iteration 46Q: 3 clusters Score -2259046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2259042.250000 Penalty: 3227.181396
	Iteration 47Q: 3 clusters Score -2259042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2259042.500000 Penalty: 3227.181396
	Iteration 48Q: 3 clusters Score -2259042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2259042.500000 Penalty: 3227.181396
	Iteration 49F: 3 clusters Score -2259042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Entering Unmasked Estep 
Score: -3012042.250000 Penalty: 1659.825806
	Iteration 0F: 2 clusters Score -3012042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2993717.750000 Penalty: 3319.651611
	Iteration 0F: 3 clusters Score -2993718 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3000477.000000 Penalty: 3319.651611
	Iteration 1F: 3 clusters Score -3000477 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3000928.000000 Penalty: 3319.651611
	Iteration 2Q: 3 clusters Score -3000928 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3001364.500000 Penalty: 3319.651611
	Iteration 3Q: 3 clusters Score -3001364 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3001821.000000 Penalty: 3319.651611
	Iteration 4Q: 3 clusters Score -3001821 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3002436.500000 Penalty: 3319.651611
	Iteration 5Q: 3 clusters Score -3002436 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3003240.500000 Penalty: 3319.651611
	Iteration 6Q: 3 clusters Score -3003240 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3004272.000000 Penalty: 3319.651611
	Iteration 7F: 3 clusters Score -3004272 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3005454.500000 Penalty: 3319.651611
	Iteration 8F: 3 clusters Score -3005454 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3006617.750000 Penalty: 3319.651611
	Iteration 9F: 3 clusters Score -3006618 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3007625.250000 Penalty: 3319.651611
	Iteration 10Q: 3 clusters Score -3007625 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3008309.500000 Penalty: 3319.651611
	Iteration 11Q: 3 clusters Score -3008310 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3008781.500000 Penalty: 3319.651611
	Iteration 12Q: 3 clusters Score -3008782 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3009187.750000 Penalty: 3319.651611
	Iteration 13Q: 3 clusters Score -3009188 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3009486.000000 Penalty: 3319.651611
	Iteration 14Q: 3 clusters Score -3009486 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3009741.250000 Penalty: 3319.651611
	Iteration 15Q: 3 clusters Score -3009741 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3009932.000000 Penalty: 3319.651611
	Iteration 16Q: 3 clusters Score -3009932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3010085.250000 Penalty: 3319.651611
	Iteration 17Q: 3 clusters Score -3010085 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3010214.000000 Penalty: 3319.651611
	Iteration 18Q: 3 clusters Score -3010214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3010314.000000 Penalty: 3319.651611
	Iteration 19Q: 3 clusters Score -3010314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3010396.250000 Penalty: 3319.651611
	Iteration 20F: 3 clusters Score -3010396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3010441.750000 Penalty: 3319.651611
	Iteration 21Q: 3 clusters Score -3010442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3010482.750000 Penalty: 3319.651611
	Iteration 22Q: 3 clusters Score -3010483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3010519.750000 Penalty: 3319.651611
	Iteration 23Q: 3 clusters Score -3010520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3010537.750000 Penalty: 3319.651611
	Iteration 24Q: 3 clusters Score -3010538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3010554.500000 Penalty: 3319.651611
	Iteration 25Q: 3 clusters Score -3010554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3010566.250000 Penalty: 3319.651611
	Iteration 26Q: 3 clusters Score -3010566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3010576.250000 Penalty: 3319.651611
	Iteration 27Q: 3 clusters Score -3010576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3010582.750000 Penalty: 3319.651611
	Iteration 28Q: 3 clusters Score -3010583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3010584.750000 Penalty: 3319.651611
	Iteration 29Q: 3 clusters Score -3010585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3010583.000000 Penalty: 3319.651611
	Iteration 30Q: 3 clusters Score -3010583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3010585.250000 Penalty: 3319.651611
	Iteration 31Q: 3 clusters Score -3010585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3010589.750000 Penalty: 3319.651611
	Iteration 32Q: 3 clusters Score -3010590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3010591.000000 Penalty: 3319.651611
	Iteration 33Q: 3 clusters Score -3010591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3010595.750000 Penalty: 3319.651611
	Iteration 34Q: 3 clusters Score -3010596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3010594.500000 Penalty: 3319.651611
	Iteration 35Q: 3 clusters Score -3010594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3010595.250000 Penalty: 3319.651611
	Iteration 36Q: 3 clusters Score -3010595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3010599.500000 Penalty: 3319.651611
	Iteration 37Q: 3 clusters Score -3010600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3010599.000000 Penalty: 3319.651611
	Iteration 38Q: 3 clusters Score -3010599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3010599.000000 Penalty: 3319.651611
	Iteration 39F: 3 clusters Score -3010599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Entering Unmasked Estep 
Score: -16831968.000000 Penalty: 1942.948120
	Iteration 0F: 2 clusters Score -1.683197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -16728926.000000 Penalty: 3885.896240
	Iteration 0F: 3 clusters Score -1.672893e+07 nChanged 75473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -16773042.000000 Penalty: 3885.896240
	Iteration 1F: 3 clusters Score -1.677304e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -16773855.000000 Penalty: 3885.896240
	Iteration 2Q: 3 clusters Score -1.677386e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -16775130.000000 Penalty: 3885.896240
	Iteration 3Q: 3 clusters Score -1.677513e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -16777153.000000 Penalty: 3885.896240
	Iteration 4Q: 3 clusters Score -1.677715e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -16781342.000000 Penalty: 3885.896240
	Iteration 5F: 3 clusters Score -1.678134e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -16789132.000000 Penalty: 3885.896240
	Iteration 6F: 3 clusters Score -1.678913e+07 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -16801826.000000 Penalty: 3885.896240
	Iteration 7F: 3 clusters Score -1.680183e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -16815946.000000 Penalty: 3885.896240
	Iteration 8F: 3 clusters Score -1.681595e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148729 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -16825134.000000 Penalty: 3885.896240
	Iteration 9F: 3 clusters Score -1.682513e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -16828752.000000 Penalty: 3885.896240
	Iteration 10Q: 3 clusters Score -1.682875e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16829768.000000 Penalty: 3885.896240
	Iteration 11Q: 3 clusters Score -1.682977e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16830118.000000 Penalty: 3885.896240
	Iteration 12Q: 3 clusters Score -1.683012e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16830226.000000 Penalty: 3885.896240
	Iteration 13Q: 3 clusters Score -1.683023e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155487 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16830298.000000 Penalty: 3885.896240
	Iteration 14Q: 3 clusters Score -1.68303e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16830324.000000 Penalty: 3885.896240
	Iteration 15Q: 3 clusters Score -1.683032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16830324.000000 Penalty: 3885.896240
	Iteration 16Q: 3 clusters Score -1.683032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16830352.000000 Penalty: 3885.896240
	Iteration 17Q: 3 clusters Score -1.683035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155538 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16830358.000000 Penalty: 3885.896240
	Iteration 18Q: 3 clusters Score -1.683036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16830352.000000 Penalty: 3885.896240
	Iteration 19Q: 3 clusters Score -1.683035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16830370.000000 Penalty: 3885.896240
	Iteration 20F: 3 clusters Score -1.683037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16830372.000000 Penalty: 3885.896240
	Iteration 21Q: 3 clusters Score -1.683037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16830378.000000 Penalty: 3885.896240
	Iteration 22Q: 3 clusters Score -1.683038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16830362.000000 Penalty: 3885.896240
	Iteration 23Q: 3 clusters Score -1.683036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16830370.000000 Penalty: 3885.896240
	Iteration 24Q: 3 clusters Score -1.683037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16830374.000000 Penalty: 3885.896240
	Iteration 25Q: 3 clusters Score -1.683037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16830390.000000 Penalty: 3885.896240
	Iteration 26Q: 3 clusters Score -1.683039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16830396.000000 Penalty: 3885.896240
	Iteration 27Q: 3 clusters Score -1.68304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16830396.000000 Penalty: 3885.896240
	Iteration 28Q: 3 clusters Score -1.68304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16830400.000000 Penalty: 3885.896240
	Iteration 29Q: 3 clusters Score -1.68304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16830408.000000 Penalty: 3885.896240
	Iteration 30Q: 3 clusters Score -1.683041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16830408.000000 Penalty: 3885.896240
	Iteration 31F: 3 clusters Score -1.683041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Entering Unmasked Estep 
Score: -3294567.000000 Penalty: 1674.841553
	Iteration 0F: 2 clusters Score -3294567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3274399.750000 Penalty: 3349.683105
	Iteration 0F: 3 clusters Score -3274400 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3282105.000000 Penalty: 3349.683105
	Iteration 1F: 3 clusters Score -3282105 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3282522.750000 Penalty: 3349.683105
	Iteration 2Q: 3 clusters Score -3282523 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3282945.500000 Penalty: 3349.683105
	Iteration 3Q: 3 clusters Score -3282946 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3283418.500000 Penalty: 3349.683105
	Iteration 4Q: 3 clusters Score -3283418 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3284013.500000 Penalty: 3349.683105
	Iteration 5Q: 3 clusters Score -3284014 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3284781.750000 Penalty: 3349.683105
	Iteration 6Q: 3 clusters Score -3284782 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3285714.250000 Penalty: 3349.683105
	Iteration 7Q: 3 clusters Score -3285714 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3286863.750000 Penalty: 3349.683105
	Iteration 8F: 3 clusters Score -3286864 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3288155.750000 Penalty: 3349.683105
	Iteration 9F: 3 clusters Score -3288156 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3289137.500000 Penalty: 3349.683105
	Iteration 10F: 3 clusters Score -3289138 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3289706.750000 Penalty: 3349.683105
	Iteration 11Q: 3 clusters Score -3289707 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3289977.250000 Penalty: 3349.683105
	Iteration 12Q: 3 clusters Score -3289977 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3290156.750000 Penalty: 3349.683105
	Iteration 13Q: 3 clusters Score -3290157 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3290289.750000 Penalty: 3349.683105
	Iteration 14Q: 3 clusters Score -3290290 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3290403.000000 Penalty: 3349.683105
	Iteration 15Q: 3 clusters Score -3290403 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3290475.750000 Penalty: 3349.683105
	Iteration 16Q: 3 clusters Score -3290476 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3290586.000000 Penalty: 3349.683105
	Iteration 17Q: 3 clusters Score -3290586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3290668.000000 Penalty: 3349.683105
	Iteration 18Q: 3 clusters Score -3290668 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3290767.250000 Penalty: 3349.683105
	Iteration 19Q: 3 clusters Score -3290767 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3290858.750000 Penalty: 3349.683105
	Iteration 20F: 3 clusters Score -3290859 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3290964.750000 Penalty: 3349.683105
	Iteration 21Q: 3 clusters Score -3290965 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3291073.750000 Penalty: 3349.683105
	Iteration 22Q: 3 clusters Score -3291074 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3291210.250000 Penalty: 3349.683105
	Iteration 23Q: 3 clusters Score -3291210 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3291329.750000 Penalty: 3349.683105
	Iteration 24Q: 3 clusters Score -3291330 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3291437.750000 Penalty: 3349.683105
	Iteration 25Q: 3 clusters Score -3291438 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3291584.500000 Penalty: 3349.683105
	Iteration 26Q: 3 clusters Score -3291584 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3291714.000000 Penalty: 3349.683105
	Iteration 27Q: 3 clusters Score -3291714 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3291842.750000 Penalty: 3349.683105
	Iteration 28Q: 3 clusters Score -3291843 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3291964.750000 Penalty: 3349.683105
	Iteration 29Q: 3 clusters Score -3291965 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3292070.000000 Penalty: 3349.683105
	Iteration 30Q: 3 clusters Score -3292070 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3292181.000000 Penalty: 3349.683105
	Iteration 31Q: 3 clusters Score -3292181 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3292283.500000 Penalty: 3349.683105
	Iteration 32Q: 3 clusters Score -3292284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3292382.000000 Penalty: 3349.683105
	Iteration 33Q: 3 clusters Score -3292382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3292463.500000 Penalty: 3349.683105
	Iteration 34Q: 3 clusters Score -3292464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3292541.500000 Penalty: 3349.683105
	Iteration 35Q: 3 clusters Score -3292542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3292624.250000 Penalty: 3349.683105
	Iteration 36Q: 3 clusters Score -3292624 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3292697.250000 Penalty: 3349.683105
	Iteration 37Q: 3 clusters Score -3292697 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3292758.500000 Penalty: 3349.683105
	Iteration 38Q: 3 clusters Score -3292758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3292813.250000 Penalty: 3349.683105
	Iteration 39Q: 3 clusters Score -3292813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3292856.250000 Penalty: 3349.683105
	Iteration 40F: 3 clusters Score -3292856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3292886.250000 Penalty: 3349.683105
	Iteration 41Q: 3 clusters Score -3292886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3292919.000000 Penalty: 3349.683105
	Iteration 42Q: 3 clusters Score -3292919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3292938.500000 Penalty: 3349.683105
	Iteration 43Q: 3 clusters Score -3292938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3292961.500000 Penalty: 3349.683105
	Iteration 44Q: 3 clusters Score -3292962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3292975.000000 Penalty: 3349.683105
	Iteration 45Q: 3 clusters Score -3292975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3292988.000000 Penalty: 3349.683105
	Iteration 46Q: 3 clusters Score -3292988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3292999.000000 Penalty: 3349.683105
	Iteration 47Q: 3 clusters Score -3292999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3293005.000000 Penalty: 3349.683105
	Iteration 48Q: 3 clusters Score -3293005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3293019.250000 Penalty: 3349.683105
	Iteration 49Q: 3 clusters Score -3293019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3293016.250000 Penalty: 3349.683105
	Iteration 50Q: 3 clusters Score -3293016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3293017.000000 Penalty: 3349.683105
	Iteration 51Q: 3 clusters Score -3293017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3293023.500000 Penalty: 3349.683105
	Iteration 52Q: 3 clusters Score -3293024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3293025.750000 Penalty: 3349.683105
	Iteration 53Q: 3 clusters Score -3293026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3293032.000000 Penalty: 3349.683105
	Iteration 54Q: 3 clusters Score -3293032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3293037.500000 Penalty: 3349.683105
	Iteration 55Q: 3 clusters Score -3293038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3293046.250000 Penalty: 3349.683105
	Iteration 56Q: 3 clusters Score -3293046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3293050.250000 Penalty: 3349.683105
	Iteration 57Q: 3 clusters Score -3293050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3293054.500000 Penalty: 3349.683105
	Iteration 58Q: 3 clusters Score -3293054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3293066.250000 Penalty: 3349.683105
	Iteration 59Q: 3 clusters Score -3293066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3293071.500000 Penalty: 3349.683105
	Iteration 60F: 3 clusters Score -3293072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3293077.750000 Penalty: 3349.683105
	Iteration 61Q: 3 clusters Score -3293078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3293078.000000 Penalty: 3349.683105
	Iteration 62Q: 3 clusters Score -3293078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3293078.750000 Penalty: 3349.683105
	Iteration 63Q: 3 clusters Score -3293079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3293087.750000 Penalty: 3349.683105
	Iteration 64Q: 3 clusters Score -3293088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3293087.250000 Penalty: 3349.683105
	Iteration 65Q: 3 clusters Score -3293087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3293090.750000 Penalty: 3349.683105
	Iteration 66Q: 3 clusters Score -3293091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3293098.750000 Penalty: 3349.683105
	Iteration 67Q: 3 clusters Score -3293099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3293101.750000 Penalty: 3349.683105
	Iteration 68Q: 3 clusters Score -3293102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3293111.750000 Penalty: 3349.683105
	Iteration 69Q: 3 clusters Score -3293112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3293108.500000 Penalty: 3349.683105
	Iteration 70Q: 3 clusters Score -3293108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3293111.250000 Penalty: 3349.683105
	Iteration 71Q: 3 clusters Score -3293111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3293116.250000 Penalty: 3349.683105
	Iteration 72Q: 3 clusters Score -3293116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3293118.500000 Penalty: 3349.683105
	Iteration 73Q: 3 clusters Score -3293118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3293113.250000 Penalty: 3349.683105
	Iteration 74Q: 3 clusters Score -3293113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3293116.250000 Penalty: 3349.683105
	Iteration 75Q: 3 clusters Score -3293116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3293116.250000 Penalty: 3349.683105
	Iteration 76F: 3 clusters Score -3293116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -359643.531250 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -359643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -356712.937500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -356712.9 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -357425.468750 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -357425.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -357584.312500 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -357584.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -357687.406250 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -357687.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -357753.375000 Penalty: 2635.986328
	Iteration 4Q: 3 clusters Score -357753.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -357806.968750 Penalty: 2635.986328
	Iteration 5Q: 3 clusters Score -357807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -357866.375000 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -357866.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -357952.812500 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -357952.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -358040.250000 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -358040.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -358153.531250 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -358153.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -358284.875000 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -358284.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358389.875000 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -358389.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -358473.656250 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -358473.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358538.250000 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -358538.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -358586.593750 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -358586.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -358619.968750 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -358620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -358651.343750 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -358651.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -358681.468750 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -358681.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -358709.718750 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -358709.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -358734.093750 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -358734.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -358747.906250 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -358747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -358755.250000 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -358755.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -358769.593750 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -358769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -358777.531250 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -358777.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -358779.968750 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -358780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -358785.218750 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -358785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -358790.875000 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -358790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -358792.187500 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -358792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -358793.968750 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -358794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -358796.375000 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -358796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -358798.500000 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -358798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -358801.031250 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -358801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -358801.406250 Penalty: 2635.986328
	Iteration 32Q: 3 clusters Score -358801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -358802.156250 Penalty: 2635.986328
	Iteration 33Q: 3 clusters Score -358802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -358803.281250 Penalty: 2635.986328
	Iteration 34Q: 3 clusters Score -358803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -358804.062500 Penalty: 2635.986328
	Iteration 35Q: 3 clusters Score -358804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -358805.093750 Penalty: 2635.986328
	Iteration 36Q: 3 clusters Score -358805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -358806.656250 Penalty: 2635.986328
	Iteration 37Q: 3 clusters Score -358806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -358808.781250 Penalty: 2635.986328
	Iteration 38Q: 3 clusters Score -358808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -358810.000000 Penalty: 2635.986328
	Iteration 39Q: 3 clusters Score -358810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -358811.500000 Penalty: 2635.986328
	Iteration 40F: 3 clusters Score -358811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -358812.031250 Penalty: 2635.986328
	Iteration 41Q: 3 clusters Score -358812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -358812.312500 Penalty: 2635.986328
	Iteration 42Q: 3 clusters Score -358812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -358812.343750 Penalty: 2635.986328
	Iteration 43Q: 3 clusters Score -358812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -358812.343750 Penalty: 2635.986328
	Iteration 44F: 3 clusters Score -358812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Entering Unmasked Estep 
Score: -4632617.000000 Penalty: 1729.943359
	Iteration 0F: 2 clusters Score -4632617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4604542.500000 Penalty: 3459.886719
	Iteration 0F: 3 clusters Score -4604542 nChanged 19562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4615548.000000 Penalty: 3459.886719
	Iteration 1F: 3 clusters Score -4615548 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4616155.000000 Penalty: 3459.886719
	Iteration 2Q: 3 clusters Score -4616155 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -4617003.000000 Penalty: 3459.886719
	Iteration 3Q: 3 clusters Score -4617003 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -4618338.000000 Penalty: 3459.886719
	Iteration 4F: 3 clusters Score -4618338 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4620525.000000 Penalty: 3459.886719
	Iteration 5F: 3 clusters Score -4620525 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4623654.500000 Penalty: 3459.886719
	Iteration 6F: 3 clusters Score -4623654 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4627049.500000 Penalty: 3459.886719
	Iteration 7F: 3 clusters Score -4627050 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4629463.000000 Penalty: 3459.886719
	Iteration 8F: 3 clusters Score -4629463 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4630512.000000 Penalty: 3459.886719
	Iteration 9Q: 3 clusters Score -4630512 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4630855.500000 Penalty: 3459.886719
	Iteration 10Q: 3 clusters Score -4630856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4630976.000000 Penalty: 3459.886719
	Iteration 11Q: 3 clusters Score -4630976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -4631026.000000 Penalty: 3459.886719
	Iteration 12Q: 3 clusters Score -4631026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4631056.500000 Penalty: 3459.886719
	Iteration 13Q: 3 clusters Score -4631056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -4631087.000000 Penalty: 3459.886719
	Iteration 14Q: 3 clusters Score -4631087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4631083.500000 Penalty: 3459.886719
	Iteration 15Q: 3 clusters Score -4631084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -4631084.000000 Penalty: 3459.886719
	Iteration 16Q: 3 clusters Score -4631084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4631091.000000 Penalty: 3459.886719
	Iteration 17Q: 3 clusters Score -4631091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -4631098.500000 Penalty: 3459.886719
	Iteration 18Q: 3 clusters Score -4631098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -4631107.500000 Penalty: 3459.886719
	Iteration 19Q: 3 clusters Score -4631108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -4631112.000000 Penalty: 3459.886719
	Iteration 20F: 3 clusters Score -4631112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Entering Unmasked Estep 
Score: -6779463.000000 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -6779463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -6738168.500000 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -6738168 nChanged 29211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -6754923.000000 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -6754923 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -6755625.000000 Penalty: 3584.920654
	Iteration 2Q: 3 clusters Score -6755625 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6756649.500000 Penalty: 3584.920654
	Iteration 3Q: 3 clusters Score -6756650 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -6758308.500000 Penalty: 3584.920654
	Iteration 4F: 3 clusters Score -6758308 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -6760985.500000 Penalty: 3584.920654
	Iteration 5F: 3 clusters Score -6760986 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -6764821.000000 Penalty: 3584.920654
	Iteration 6F: 3 clusters Score -6764821 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -6768938.500000 Penalty: 3584.920654
	Iteration 7F: 3 clusters Score -6768938 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -6772282.000000 Penalty: 3584.920654
	Iteration 8F: 3 clusters Score -6772282 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -6774631.500000 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -6774632 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -6775991.500000 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -6775992 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -6776782.500000 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -6776782 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -6777192.500000 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -6777192 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -6777394.000000 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -6777394 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -6777546.500000 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -6777546 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -6777663.500000 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -6777664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -6777763.000000 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -6777763 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -6777818.000000 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -6777818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -6777878.500000 Penalty: 3584.920654
	Iteration 18Q: 3 clusters Score -6777878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -6777892.000000 Penalty: 3584.920654
	Iteration 19Q: 3 clusters Score -6777892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -6777903.500000 Penalty: 3584.920654
	Iteration 20F: 3 clusters Score -6777904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -6777922.500000 Penalty: 3584.920654
	Iteration 21Q: 3 clusters Score -6777922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -6777948.500000 Penalty: 3584.920654
	Iteration 22Q: 3 clusters Score -6777948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -6777948.000000 Penalty: 3584.920654
	Iteration 23Q: 3 clusters Score -6777948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -6777948.500000 Penalty: 3584.920654
	Iteration 24Q: 3 clusters Score -6777948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -6777959.000000 Penalty: 3584.920654
	Iteration 25Q: 3 clusters Score -6777959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -6777964.500000 Penalty: 3584.920654
	Iteration 26Q: 3 clusters Score -6777964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -6777971.500000 Penalty: 3584.920654
	Iteration 27Q: 3 clusters Score -6777972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -6777975.500000 Penalty: 3584.920654
	Iteration 28Q: 3 clusters Score -6777976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -6777978.500000 Penalty: 3584.920654
	Iteration 29Q: 3 clusters Score -6777978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -6777974.000000 Penalty: 3584.920654
	Iteration 30Q: 3 clusters Score -6777974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -6777983.000000 Penalty: 3584.920654
	Iteration 31Q: 3 clusters Score -6777983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -6777995.500000 Penalty: 3584.920654
	Iteration 32Q: 3 clusters Score -6777996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -6777992.000000 Penalty: 3584.920654
	Iteration 33Q: 3 clusters Score -6777992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -6778003.500000 Penalty: 3584.920654
	Iteration 34Q: 3 clusters Score -6778004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -6777993.000000 Penalty: 3584.920654
	Iteration 35Q: 3 clusters Score -6777993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -6778002.000000 Penalty: 3584.920654
	Iteration 36Q: 3 clusters Score -6778002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -6778007.000000 Penalty: 3584.920654
	Iteration 37Q: 3 clusters Score -6778007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -6778005.000000 Penalty: 3584.920654
	Iteration 38Q: 3 clusters Score -6778005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -6778002.000000 Penalty: 3584.920654
	Iteration 39Q: 3 clusters Score -6778002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -6778006.000000 Penalty: 3584.920654
	Iteration 40F: 3 clusters Score -6778006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -6778008.000000 Penalty: 3584.920654
	Iteration 41Q: 3 clusters Score -6778008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -6778009.500000 Penalty: 3584.920654
	Iteration 42Q: 3 clusters Score -6778010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -6778007.000000 Penalty: 3584.920654
	Iteration 43Q: 3 clusters Score -6778007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -6778014.000000 Penalty: 3584.920654
	Iteration 44Q: 3 clusters Score -6778014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -6778013.500000 Penalty: 3584.920654
	Iteration 45Q: 3 clusters Score -6778014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -6778009.000000 Penalty: 3584.920654
	Iteration 46Q: 3 clusters Score -6778009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -6778006.000000 Penalty: 3584.920654
	Iteration 47Q: 3 clusters Score -6778006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -6778006.000000 Penalty: 3584.920654
	Iteration 48F: 3 clusters Score -6778006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Entering Unmasked Estep 
Score: -14140638.000000 Penalty: 1912.064697
	Iteration 0F: 2 clusters Score -1.414064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -14054109.000000 Penalty: 3824.129395
	Iteration 0F: 3 clusters Score -1.405411e+07 nChanged 61966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -14090864.000000 Penalty: 3824.129395
	Iteration 1F: 3 clusters Score -1.409086e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -14091942.000000 Penalty: 3824.129395
	Iteration 2Q: 3 clusters Score -1.409194e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -14093932.000000 Penalty: 3824.129395
	Iteration 3Q: 3 clusters Score -1.409393e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -14097730.000000 Penalty: 3824.129395
	Iteration 4F: 3 clusters Score -1.409773e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93170 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -14104812.000000 Penalty: 3824.129395
	Iteration 5F: 3 clusters Score -1.410481e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -14115555.000000 Penalty: 3824.129395
	Iteration 6F: 3 clusters Score -1.411556e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -14126805.000000 Penalty: 3824.129395
	Iteration 7F: 3 clusters Score -1.41268e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122086 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -14134023.000000 Penalty: 3824.129395
	Iteration 8F: 3 clusters Score -1.413402e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -14137423.000000 Penalty: 3824.129395
	Iteration 9Q: 3 clusters Score -1.413742e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -14138661.000000 Penalty: 3824.129395
	Iteration 10Q: 3 clusters Score -1.413866e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126214 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -14139132.000000 Penalty: 3824.129395
	Iteration 11Q: 3 clusters Score -1.413913e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126320 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -14139323.000000 Penalty: 3824.129395
	Iteration 12Q: 3 clusters Score -1.413932e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126399 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14139399.000000 Penalty: 3824.129395
	Iteration 13Q: 3 clusters Score -1.41394e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14139458.000000 Penalty: 3824.129395
	Iteration 14Q: 3 clusters Score -1.413946e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14139454.000000 Penalty: 3824.129395
	Iteration 15Q: 3 clusters Score -1.413945e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14139489.000000 Penalty: 3824.129395
	Iteration 16Q: 3 clusters Score -1.413949e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -14139496.000000 Penalty: 3824.129395
	Iteration 17Q: 3 clusters Score -1.41395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14139498.000000 Penalty: 3824.129395
	Iteration 18Q: 3 clusters Score -1.41395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14139524.000000 Penalty: 3824.129395
	Iteration 19Q: 3 clusters Score -1.413952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14139527.000000 Penalty: 3824.129395
	Iteration 20F: 3 clusters Score -1.413953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -14139525.000000 Penalty: 3824.129395
	Iteration 21Q: 3 clusters Score -1.413952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -14139536.000000 Penalty: 3824.129395
	Iteration 22Q: 3 clusters Score -1.413954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14139549.000000 Penalty: 3824.129395
	Iteration 23Q: 3 clusters Score -1.413955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126639 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14139552.000000 Penalty: 3824.129395
	Iteration 24Q: 3 clusters Score -1.413955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14139523.000000 Penalty: 3824.129395
	Iteration 25Q: 3 clusters Score -1.413952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126648 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -14139525.000000 Penalty: 3824.129395
	Iteration 26Q: 3 clusters Score -1.413952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -14139531.000000 Penalty: 3824.129395
	Iteration 27Q: 3 clusters Score -1.413953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14139545.000000 Penalty: 3824.129395
	Iteration 28Q: 3 clusters Score -1.413954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14139532.000000 Penalty: 3824.129395
	Iteration 29Q: 3 clusters Score -1.413953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14139517.000000 Penalty: 3824.129395
	Iteration 30Q: 3 clusters Score -1.413952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -14139533.000000 Penalty: 3824.129395
	Iteration 31Q: 3 clusters Score -1.413953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14139528.000000 Penalty: 3824.129395
	Iteration 32Q: 3 clusters Score -1.413953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14139540.000000 Penalty: 3824.129395
	Iteration 33Q: 3 clusters Score -1.413954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -14139536.000000 Penalty: 3824.129395
	Iteration 34Q: 3 clusters Score -1.413954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14139540.000000 Penalty: 3824.129395
	Iteration 35Q: 3 clusters Score -1.413954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14139540.000000 Penalty: 3824.129395
	Iteration 36F: 3 clusters Score -1.413954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Entering Unmasked Estep 
Score: -4184093.250000 Penalty: 1713.506714
	Iteration 0F: 2 clusters Score -4184093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4158609.750000 Penalty: 3427.013428
	Iteration 0F: 3 clusters Score -4158610 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4168283.500000 Penalty: 3427.013428
	Iteration 1F: 3 clusters Score -4168284 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4168651.250000 Penalty: 3427.013428
	Iteration 2Q: 3 clusters Score -4168651 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4169103.000000 Penalty: 3427.013428
	Iteration 3Q: 3 clusters Score -4169103 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4169720.500000 Penalty: 3427.013428
	Iteration 4Q: 3 clusters Score -4169720 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4170599.250000 Penalty: 3427.013428
	Iteration 5Q: 3 clusters Score -4170599 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4171999.000000 Penalty: 3427.013428
	Iteration 6F: 3 clusters Score -4171999 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4174216.250000 Penalty: 3427.013428
	Iteration 7F: 3 clusters Score -4174216 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4177070.000000 Penalty: 3427.013428
	Iteration 8F: 3 clusters Score -4177070 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4179697.750000 Penalty: 3427.013428
	Iteration 9F: 3 clusters Score -4179698 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4181334.750000 Penalty: 3427.013428
	Iteration 10Q: 3 clusters Score -4181335 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4182046.250000 Penalty: 3427.013428
	Iteration 11Q: 3 clusters Score -4182046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4182325.000000 Penalty: 3427.013428
	Iteration 12Q: 3 clusters Score -4182325 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4182449.000000 Penalty: 3427.013428
	Iteration 13Q: 3 clusters Score -4182449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4182499.750000 Penalty: 3427.013428
	Iteration 14Q: 3 clusters Score -4182500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4182521.000000 Penalty: 3427.013428
	Iteration 15Q: 3 clusters Score -4182521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4182535.750000 Penalty: 3427.013428
	Iteration 16Q: 3 clusters Score -4182536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4182539.500000 Penalty: 3427.013428
	Iteration 17Q: 3 clusters Score -4182540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4182545.750000 Penalty: 3427.013428
	Iteration 18Q: 3 clusters Score -4182546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4182543.000000 Penalty: 3427.013428
	Iteration 19Q: 3 clusters Score -4182543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4182549.250000 Penalty: 3427.013428
	Iteration 20F: 3 clusters Score -4182549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4182552.500000 Penalty: 3427.013428
	Iteration 21Q: 3 clusters Score -4182552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4182562.250000 Penalty: 3427.013428
	Iteration 22Q: 3 clusters Score -4182562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4182570.000000 Penalty: 3427.013428
	Iteration 23Q: 3 clusters Score -4182570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4182577.000000 Penalty: 3427.013428
	Iteration 24Q: 3 clusters Score -4182577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4182577.500000 Penalty: 3427.013428
	Iteration 25Q: 3 clusters Score -4182578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4182585.250000 Penalty: 3427.013428
	Iteration 26Q: 3 clusters Score -4182585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4182594.500000 Penalty: 3427.013428
	Iteration 27Q: 3 clusters Score -4182594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4182600.000000 Penalty: 3427.013428
	Iteration 28Q: 3 clusters Score -4182600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4182603.500000 Penalty: 3427.013428
	Iteration 29Q: 3 clusters Score -4182604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4182610.250000 Penalty: 3427.013428
	Iteration 30Q: 3 clusters Score -4182610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4182617.250000 Penalty: 3427.013428
	Iteration 31Q: 3 clusters Score -4182617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4182622.750000 Penalty: 3427.013428
	Iteration 32Q: 3 clusters Score -4182623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4182626.250000 Penalty: 3427.013428
	Iteration 33Q: 3 clusters Score -4182626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4182626.250000 Penalty: 3427.013428
	Iteration 34F: 3 clusters Score -4182626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158378 members 
Mstep: Class 4 contains 72975 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155843 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42016 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128869 members 
Mstep: Class 21 contains 37974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868664.000000 Penalty: 44658.785156
Iteration 319Q: 21 clusters Score -9.886866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158379 members 
Mstep: Class 4 contains 72976 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155837 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42017 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128868 members 
Mstep: Class 21 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868592.000000 Penalty: 44658.785156
Iteration 320F: 21 clusters Score -9.886859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 72977 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 155837 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42020 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128868 members 
Mstep: Class 21 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 321Q: 21 clusters Score -9.88686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158380 members 
Mstep: Class 4 contains 72976 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27289 members 
Mstep: Class 14 contains 155839 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42020 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868616.000000 Penalty: 44658.785156
Iteration 322Q: 21 clusters Score -9.886862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 72978 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27289 members 
Mstep: Class 14 contains 155842 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42020 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128867 members 
Mstep: Class 21 contains 37979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868584.000000 Penalty: 44658.785156
Iteration 323Q: 21 clusters Score -9.886858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 72978 members 
Mstep: Class 5 contains 122052 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20533 members 
Mstep: Class 13 contains 27289 members 
Mstep: Class 14 contains 155844 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42021 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128866 members 
Mstep: Class 21 contains 37978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 324Q: 21 clusters Score -9.88686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158378 members 
Mstep: Class 4 contains 72980 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20534 members 
Mstep: Class 13 contains 27287 members 
Mstep: Class 14 contains 155844 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42021 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128865 members 
Mstep: Class 21 contains 37977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 325Q: 21 clusters Score -9.886864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158380 members 
Mstep: Class 4 contains 72983 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20539 members 
Mstep: Class 13 contains 27283 members 
Mstep: Class 14 contains 155844 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42022 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128864 members 
Mstep: Class 21 contains 37974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 326Q: 21 clusters Score -9.88686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158375 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20541 members 
Mstep: Class 13 contains 27282 members 
Mstep: Class 14 contains 155850 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42023 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128864 members 
Mstep: Class 21 contains 37972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868712.000000 Penalty: 44658.785156
Iteration 327Q: 21 clusters Score -9.886871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158373 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20547 members 
Mstep: Class 13 contains 27279 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42022 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128863 members 
Mstep: Class 21 contains 37968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868720.000000 Penalty: 44658.785156
Iteration 328Q: 21 clusters Score -9.886872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158366 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20554 members 
Mstep: Class 13 contains 27277 members 
Mstep: Class 14 contains 155854 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42023 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128861 members 
Mstep: Class 21 contains 37965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868744.000000 Penalty: 44658.785156
Iteration 329Q: 21 clusters Score -9.886874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158363 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122056 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20558 members 
Mstep: Class 13 contains 27275 members 
Mstep: Class 14 contains 155856 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42026 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128861 members 
Mstep: Class 21 contains 37960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868728.000000 Penalty: 44658.785156
Iteration 330Q: 21 clusters Score -9.886873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158362 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122055 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20561 members 
Mstep: Class 13 contains 27275 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 42028 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128861 members 
Mstep: Class 21 contains 37961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 331Q: 21 clusters Score -9.886877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158365 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122052 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 27273 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42028 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128859 members 
Mstep: Class 21 contains 37960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868744.000000 Penalty: 44658.785156
Iteration 332Q: 21 clusters Score -9.886874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158363 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122049 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20579 members 
Mstep: Class 13 contains 27272 members 
Mstep: Class 14 contains 155854 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42031 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128856 members 
Mstep: Class 21 contains 37957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868792.000000 Penalty: 44658.785156
Iteration 333Q: 21 clusters Score -9.886879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158364 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122048 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20588 members 
Mstep: Class 13 contains 27268 members 
Mstep: Class 14 contains 155856 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42032 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128855 members 
Mstep: Class 21 contains 37954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 334Q: 21 clusters Score -9.886877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158363 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122048 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20595 members 
Mstep: Class 13 contains 27268 members 
Mstep: Class 14 contains 155855 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42032 members 
Mstep: Class 18 contains 61731 members 
Mstep: Class 19 contains 128853 members 
Mstep: Class 21 contains 37955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868776.000000 Penalty: 44658.785156
Iteration 335Q: 21 clusters Score -9.886878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158361 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122047 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20605 members 
Mstep: Class 13 contains 27269 members 
Mstep: Class 14 contains 155855 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42033 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128850 members 
Mstep: Class 21 contains 37951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868704.000000 Penalty: 44658.785156
Iteration 336Q: 21 clusters Score -9.88687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158360 members 
Mstep: Class 4 contains 72983 members 
Mstep: Class 5 contains 122046 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20616 members 
Mstep: Class 13 contains 27268 members 
Mstep: Class 14 contains 155855 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42032 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128848 members 
Mstep: Class 21 contains 37945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868672.000000 Penalty: 44658.785156
Iteration 337Q: 21 clusters Score -9.886867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158355 members 
Mstep: Class 4 contains 72982 members 
Mstep: Class 5 contains 122046 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20630 members 
Mstep: Class 13 contains 27263 members 
Mstep: Class 14 contains 155859 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42032 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128847 members 
Mstep: Class 21 contains 37938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868624.000000 Penalty: 44658.785156
Iteration 338Q: 21 clusters Score -9.886862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158356 members 
Mstep: Class 4 contains 72982 members 
Mstep: Class 5 contains 122047 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20638 members 
Mstep: Class 13 contains 27258 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 29934 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42032 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128845 members 
Mstep: Class 21 contains 37938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868632.000000 Penalty: 44658.785156
Iteration 339Q: 21 clusters Score -9.886863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158354 members 
Mstep: Class 4 contains 72983 members 
Mstep: Class 5 contains 122048 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20651 members 
Mstep: Class 13 contains 27252 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42032 members 
Mstep: Class 18 contains 61738 members 
Mstep: Class 19 contains 128840 members 
Mstep: Class 21 contains 37937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868568.000000 Penalty: 44658.785156
Iteration 340F: 21 clusters Score -9.886857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158353 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122051 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20657 members 
Mstep: Class 13 contains 27248 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42031 members 
Mstep: Class 18 contains 61741 members 
Mstep: Class 19 contains 128835 members 
Mstep: Class 21 contains 37935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868616.000000 Penalty: 44658.785156
Iteration 341Q: 21 clusters Score -9.886862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158349 members 
Mstep: Class 4 contains 72982 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20667 members 
Mstep: Class 13 contains 27245 members 
Mstep: Class 14 contains 155854 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42031 members 
Mstep: Class 18 contains 61743 members 
Mstep: Class 19 contains 128832 members 
Mstep: Class 21 contains 37934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868616.000000 Penalty: 44658.785156
Iteration 342Q: 21 clusters Score -9.886862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158346 members 
Mstep: Class 4 contains 72983 members 
Mstep: Class 5 contains 122055 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20678 members 
Mstep: Class 13 contains 27241 members 
Mstep: Class 14 contains 155847 members 
Mstep: Class 15 contains 29934 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42033 members 
Mstep: Class 18 contains 61745 members 
Mstep: Class 19 contains 128828 members 
Mstep: Class 21 contains 37931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868624.000000 Penalty: 44658.785156
Iteration 343Q: 21 clusters Score -9.886862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158347 members 
Mstep: Class 4 contains 72982 members 
Mstep: Class 5 contains 122052 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20687 members 
Mstep: Class 13 contains 27237 members 
Mstep: Class 14 contains 155847 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42036 members 
Mstep: Class 18 contains 61745 members 
Mstep: Class 19 contains 128827 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 344Q: 21 clusters Score -9.886864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158346 members 
Mstep: Class 4 contains 72981 members 
Mstep: Class 5 contains 122052 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 27235 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42038 members 
Mstep: Class 18 contains 61744 members 
Mstep: Class 19 contains 128826 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868664.000000 Penalty: 44658.785156
Iteration 345Q: 21 clusters Score -9.886866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158344 members 
Mstep: Class 4 contains 72980 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20698 members 
Mstep: Class 13 contains 27234 members 
Mstep: Class 14 contains 155848 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42038 members 
Mstep: Class 18 contains 61744 members 
Mstep: Class 19 contains 128828 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868632.000000 Penalty: 44658.785156
Iteration 346Q: 21 clusters Score -9.886863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158340 members 
Mstep: Class 4 contains 72980 members 
Mstep: Class 5 contains 122055 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20703 members 
Mstep: Class 13 contains 27234 members 
Mstep: Class 14 contains 155846 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42038 members 
Mstep: Class 18 contains 61743 members 
Mstep: Class 19 contains 128829 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 347Q: 21 clusters Score -9.886864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158338 members 
Mstep: Class 4 contains 72980 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14725 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20710 members 
Mstep: Class 13 contains 27234 members 
Mstep: Class 14 contains 155845 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42038 members 
Mstep: Class 18 contains 61743 members 
Mstep: Class 19 contains 128829 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 348Q: 21 clusters Score -9.886864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158341 members 
Mstep: Class 4 contains 72979 members 
Mstep: Class 5 contains 122057 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 27234 members 
Mstep: Class 14 contains 155836 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42039 members 
Mstep: Class 18 contains 61743 members 
Mstep: Class 19 contains 128831 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868728.000000 Penalty: 44658.785156
Iteration 349Q: 21 clusters Score -9.886873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158337 members 
Mstep: Class 4 contains 72980 members 
Mstep: Class 5 contains 122060 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 27233 members 
Mstep: Class 14 contains 155831 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 61744 members 
Mstep: Class 19 contains 128829 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868712.000000 Penalty: 44658.785156
Iteration 350Q: 21 clusters Score -9.886871e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158336 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122061 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20731 members 
Mstep: Class 13 contains 27233 members 
Mstep: Class 14 contains 155823 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 61746 members 
Mstep: Class 19 contains 128828 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868736.000000 Penalty: 44658.785156
Iteration 351Q: 21 clusters Score -9.886874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158332 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122065 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20742 members 
Mstep: Class 13 contains 27233 members 
Mstep: Class 14 contains 155817 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 61744 members 
Mstep: Class 19 contains 128824 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868784.000000 Penalty: 44658.785156
Iteration 352Q: 21 clusters Score -9.886878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158323 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122062 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20754 members 
Mstep: Class 13 contains 27232 members 
Mstep: Class 14 contains 155822 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 61743 members 
Mstep: Class 19 contains 128821 members 
Mstep: Class 21 contains 37927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868752.000000 Penalty: 44658.785156
Iteration 353Q: 21 clusters Score -9.886875e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158319 members 
Mstep: Class 4 contains 72982 members 
Mstep: Class 5 contains 122062 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20773 members 
Mstep: Class 13 contains 27229 members 
Mstep: Class 14 contains 155818 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 61741 members 
Mstep: Class 19 contains 128816 members 
Mstep: Class 21 contains 37928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868776.000000 Penalty: 44658.785156
Iteration 354Q: 21 clusters Score -9.886878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158316 members 
Mstep: Class 4 contains 72983 members 
Mstep: Class 5 contains 122063 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20787 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 155809 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42041 members 
Mstep: Class 18 contains 61741 members 
Mstep: Class 19 contains 128813 members 
Mstep: Class 21 contains 37930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 355Q: 21 clusters Score -9.886877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158318 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 122061 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20805 members 
Mstep: Class 13 contains 27224 members 
Mstep: Class 14 contains 155802 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42041 members 
Mstep: Class 18 contains 61739 members 
Mstep: Class 19 contains 128813 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868752.000000 Penalty: 44658.785156
Iteration 356Q: 21 clusters Score -9.886875e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158326 members 
Mstep: Class 4 contains 72987 members 
Mstep: Class 5 contains 122062 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14716 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20824 members 
Mstep: Class 13 contains 27219 members 
Mstep: Class 14 contains 155787 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42043 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128808 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868800.000000 Penalty: 44658.785156
Iteration 357Q: 21 clusters Score -9.88688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158319 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122060 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14713 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20841 members 
Mstep: Class 13 contains 27215 members 
Mstep: Class 14 contains 155784 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42044 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128807 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 358Q: 21 clusters Score -9.886877e+07 nChanged 44
Entering ConstructFrom: 
Score: -98868768.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Entering Unmasked Estep 
Score: -4335350.500000 Penalty: 1728.439697
	Iteration 0F: 2 clusters Score -4335350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4307549.500000 Penalty: 3456.879395
	Iteration 0F: 3 clusters Score -4307550 nChanged 19296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4318319.000000 Penalty: 3456.879395
	Iteration 1F: 3 clusters Score -4318319 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4318936.000000 Penalty: 3456.879395
	Iteration 2Q: 3 clusters Score -4318936 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4319665.500000 Penalty: 3456.879395
	Iteration 3Q: 3 clusters Score -4319666 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4320745.500000 Penalty: 3456.879395
	Iteration 4Q: 3 clusters Score -4320746 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4322106.500000 Penalty: 3456.879395
	Iteration 5Q: 3 clusters Score -4322106 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4323544.000000 Penalty: 3456.879395
	Iteration 6F: 3 clusters Score -4323544 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4324893.000000 Penalty: 3456.879395
	Iteration 7F: 3 clusters Score -4324893 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4326091.000000 Penalty: 3456.879395
	Iteration 8F: 3 clusters Score -4326091 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -4327035.000000 Penalty: 3456.879395
	Iteration 9Q: 3 clusters Score -4327035 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4327779.500000 Penalty: 3456.879395
	Iteration 10Q: 3 clusters Score -4327780 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -4328398.500000 Penalty: 3456.879395
	Iteration 11Q: 3 clusters Score -4328398 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4329019.500000 Penalty: 3456.879395
	Iteration 12Q: 3 clusters Score -4329020 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -4329591.500000 Penalty: 3456.879395
	Iteration 13Q: 3 clusters Score -4329592 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4330100.500000 Penalty: 3456.879395
	Iteration 14Q: 3 clusters Score -4330100 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4330604.500000 Penalty: 3456.879395
	Iteration 15Q: 3 clusters Score -4330604 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4331128.000000 Penalty: 3456.879395
	Iteration 16Q: 3 clusters Score -4331128 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4331629.500000 Penalty: 3456.879395
	Iteration 17Q: 3 clusters Score -4331630 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4332056.500000 Penalty: 3456.879395
	Iteration 18Q: 3 clusters Score -4332056 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4332430.500000 Penalty: 3456.879395
	Iteration 19Q: 3 clusters Score -4332430 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4332747.500000 Penalty: 3456.879395
	Iteration 20F: 3 clusters Score -4332748 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4333002.000000 Penalty: 3456.879395
	Iteration 21Q: 3 clusters Score -4333002 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4333204.000000 Penalty: 3456.879395
	Iteration 22Q: 3 clusters Score -4333204 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4333377.500000 Penalty: 3456.879395
	Iteration 23Q: 3 clusters Score -4333378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4333516.500000 Penalty: 3456.879395
	Iteration 24Q: 3 clusters Score -4333516 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4333602.500000 Penalty: 3456.879395
	Iteration 25Q: 3 clusters Score -4333602 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4333679.000000 Penalty: 3456.879395
	Iteration 26Q: 3 clusters Score -4333679 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4333748.500000 Penalty: 3456.879395
	Iteration 27Q: 3 clusters Score -4333748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4333785.000000 Penalty: 3456.879395
	Iteration 28Q: 3 clusters Score -4333785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4333817.000000 Penalty: 3456.879395
	Iteration 29Q: 3 clusters Score -4333817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4333841.000000 Penalty: 3456.879395
	Iteration 30Q: 3 clusters Score -4333841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4333855.500000 Penalty: 3456.879395
	Iteration 31Q: 3 clusters Score -4333856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4333876.000000 Penalty: 3456.879395
	Iteration 32Q: 3 clusters Score -4333876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4333901.000000 Penalty: 3456.879395
	Iteration 33Q: 3 clusters Score -4333901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4333911.000000 Penalty: 3456.879395
	Iteration 34Q: 3 clusters Score -4333911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4333924.000000 Penalty: 3456.879395
	Iteration 35Q: 3 clusters Score -4333924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4333938.500000 Penalty: 3456.879395
	Iteration 36Q: 3 clusters Score -4333938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4333946.500000 Penalty: 3456.879395
	Iteration 37Q: 3 clusters Score -4333946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4333952.000000 Penalty: 3456.879395
	Iteration 38Q: 3 clusters Score -4333952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4333963.000000 Penalty: 3456.879395
	Iteration 39Q: 3 clusters Score -4333963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4333964.500000 Penalty: 3456.879395
	Iteration 40F: 3 clusters Score -4333964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4333971.000000 Penalty: 3456.879395
	Iteration 41Q: 3 clusters Score -4333971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4333984.000000 Penalty: 3456.879395
	Iteration 42Q: 3 clusters Score -4333984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4333984.500000 Penalty: 3456.879395
	Iteration 43Q: 3 clusters Score -4333984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4333985.000000 Penalty: 3456.879395
	Iteration 44Q: 3 clusters Score -4333985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4333989.500000 Penalty: 3456.879395
	Iteration 45Q: 3 clusters Score -4333990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4333995.500000 Penalty: 3456.879395
	Iteration 46Q: 3 clusters Score -4333996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4334001.500000 Penalty: 3456.879395
	Iteration 47Q: 3 clusters Score -4334002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4333998.500000 Penalty: 3456.879395
	Iteration 48Q: 3 clusters Score -4333998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4333999.000000 Penalty: 3456.879395
	Iteration 49Q: 3 clusters Score -4333999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4333999.500000 Penalty: 3456.879395
	Iteration 50Q: 3 clusters Score -4334000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4334002.000000 Penalty: 3456.879395
	Iteration 51Q: 3 clusters Score -4334002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4334004.500000 Penalty: 3456.879395
	Iteration 52Q: 3 clusters Score -4334004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4334010.000000 Penalty: 3456.879395
	Iteration 53Q: 3 clusters Score -4334010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4334007.000000 Penalty: 3456.879395
	Iteration 54Q: 3 clusters Score -4334007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4334003.500000 Penalty: 3456.879395
	Iteration 55Q: 3 clusters Score -4334004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4334004.500000 Penalty: 3456.879395
	Iteration 56Q: 3 clusters Score -4334004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4334008.000000 Penalty: 3456.879395
	Iteration 57Q: 3 clusters Score -4334008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4334017.000000 Penalty: 3456.879395
	Iteration 58Q: 3 clusters Score -4334017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4334017.000000 Penalty: 3456.879395
	Iteration 59Q: 3 clusters Score -4334017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4334017.500000 Penalty: 3456.879395
	Iteration 60F: 3 clusters Score -4334018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4334017.500000 Penalty: 3456.879395
	Iteration 61Q: 3 clusters Score -4334018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4334019.500000 Penalty: 3456.879395
	Iteration 62Q: 3 clusters Score -4334020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4334020.500000 Penalty: 3456.879395
	Iteration 63Q: 3 clusters Score -4334020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4334019.000000 Penalty: 3456.879395
	Iteration 64Q: 3 clusters Score -4334019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4334018.500000 Penalty: 3456.879395
	Iteration 65Q: 3 clusters Score -4334018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4334016.000000 Penalty: 3456.879395
	Iteration 66Q: 3 clusters Score -4334016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4334019.000000 Penalty: 3456.879395
	Iteration 67Q: 3 clusters Score -4334019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4334020.000000 Penalty: 3456.879395
	Iteration 68Q: 3 clusters Score -4334020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4334020.500000 Penalty: 3456.879395
	Iteration 69Q: 3 clusters Score -4334020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4334023.000000 Penalty: 3456.879395
	Iteration 70Q: 3 clusters Score -4334023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4334023.000000 Penalty: 3456.879395
	Iteration 71Q: 3 clusters Score -4334023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4334023.000000 Penalty: 3456.879395
	Iteration 72Q: 3 clusters Score -4334023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4334024.500000 Penalty: 3456.879395
	Iteration 73Q: 3 clusters Score -4334024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4334025.500000 Penalty: 3456.879395
	Iteration 74Q: 3 clusters Score -4334026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4334025.500000 Penalty: 3456.879395
	Iteration 75F: 3 clusters Score -4334026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -60392.593750 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -60392.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59273.843750 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -59273.84 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59607.207031 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -59607.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59829.328125 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -59829.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60067.886719 Penalty: 2121.110840
	Iteration 3F: 3 clusters Score -60067.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60297.511719 Penalty: 2121.110840
	Iteration 4F: 3 clusters Score -60297.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60453.546875 Penalty: 2121.110840
	Iteration 5F: 3 clusters Score -60453.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60581.207031 Penalty: 2121.110840
	Iteration 6Q: 3 clusters Score -60581.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60651.183594 Penalty: 2121.110840
	Iteration 7Q: 3 clusters Score -60651.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60751.328125 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -60751.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60789.644531 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -60789.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60819.726562 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -60819.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60838.648438 Penalty: 2121.110840
	Iteration 11Q: 3 clusters Score -60838.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60847.472656 Penalty: 2121.110840
	Iteration 12Q: 3 clusters Score -60847.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60852.257812 Penalty: 2121.110840
	Iteration 13Q: 3 clusters Score -60852.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60855.726562 Penalty: 2121.110840
	Iteration 14Q: 3 clusters Score -60855.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60867.066406 Penalty: 2121.110840
	Iteration 15Q: 3 clusters Score -60867.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60878.917969 Penalty: 2121.110840
	Iteration 16Q: 3 clusters Score -60878.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60883.703125 Penalty: 2121.110840
	Iteration 17Q: 3 clusters Score -60883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60887.726562 Penalty: 2121.110840
	Iteration 18Q: 3 clusters Score -60887.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60888.695312 Penalty: 2121.110840
	Iteration 19Q: 3 clusters Score -60888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60907.628906 Penalty: 2121.110840
	Iteration 20F: 3 clusters Score -60907.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60929.601562 Penalty: 2121.110840
	Iteration 21Q: 3 clusters Score -60929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60945.636719 Penalty: 2121.110840
	Iteration 22Q: 3 clusters Score -60945.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60945.636719 Penalty: 2121.110840
	Iteration 23F: 3 clusters Score -60945.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 158319 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122059 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 27212 members 
Mstep: Class 14 contains 155782 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128801 members 
Mstep: Class 20 contains 324 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
Score: -98867992.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98868768.000000 to -98867992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (158319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Entering Unmasked Estep 
Score: -17058890.000000 Penalty: 1945.509644
	Iteration 0F: 2 clusters Score -1.705889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -16955756.000000 Penalty: 3891.019287
	Iteration 0F: 3 clusters Score -1.695576e+07 nChanged 76128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -17000386.000000 Penalty: 3891.019287
	Iteration 1F: 3 clusters Score -1.700039e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -17001342.000000 Penalty: 3891.019287
	Iteration 2Q: 3 clusters Score -1.700134e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -17002598.000000 Penalty: 3891.019287
	Iteration 3Q: 3 clusters Score -1.70026e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -17004638.000000 Penalty: 3891.019287
	Iteration 4Q: 3 clusters Score -1.700464e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -17007522.000000 Penalty: 3891.019287
	Iteration 5Q: 3 clusters Score -1.700752e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -17011528.000000 Penalty: 3891.019287
	Iteration 6Q: 3 clusters Score -1.701153e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -17016430.000000 Penalty: 3891.019287
	Iteration 7F: 3 clusters Score -1.701643e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -17021656.000000 Penalty: 3891.019287
	Iteration 8F: 3 clusters Score -1.702166e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -17026600.000000 Penalty: 3891.019287
	Iteration 9F: 3 clusters Score -1.70266e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -17030966.000000 Penalty: 3891.019287
	Iteration 10F: 3 clusters Score -1.703097e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -17034408.000000 Penalty: 3891.019287
	Iteration 11Q: 3 clusters Score -1.703441e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -17036828.000000 Penalty: 3891.019287
	Iteration 12Q: 3 clusters Score -1.703683e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -17038658.000000 Penalty: 3891.019287
	Iteration 13Q: 3 clusters Score -1.703866e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -17040080.000000 Penalty: 3891.019287
	Iteration 14Q: 3 clusters Score -1.704008e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -17041430.000000 Penalty: 3891.019287
	Iteration 15Q: 3 clusters Score -1.704143e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -17042756.000000 Penalty: 3891.019287
	Iteration 16Q: 3 clusters Score -1.704276e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -17044158.000000 Penalty: 3891.019287
	Iteration 17Q: 3 clusters Score -1.704416e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -17045384.000000 Penalty: 3891.019287
	Iteration 18Q: 3 clusters Score -1.704538e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -17046488.000000 Penalty: 3891.019287
	Iteration 19Q: 3 clusters Score -1.704649e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -17047084.000000 Penalty: 3891.019287
	Iteration 20F: 3 clusters Score -1.704708e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -17047548.000000 Penalty: 3891.019287
	Iteration 21Q: 3 clusters Score -1.704755e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -17047898.000000 Penalty: 3891.019287
	Iteration 22Q: 3 clusters Score -1.70479e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -17048160.000000 Penalty: 3891.019287
	Iteration 23Q: 3 clusters Score -1.704816e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -17048466.000000 Penalty: 3891.019287
	Iteration 24Q: 3 clusters Score -1.704847e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -17048586.000000 Penalty: 3891.019287
	Iteration 25Q: 3 clusters Score -1.704859e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -17048802.000000 Penalty: 3891.019287
	Iteration 26Q: 3 clusters Score -1.70488e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -17048908.000000 Penalty: 3891.019287
	Iteration 27Q: 3 clusters Score -1.704891e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -17049148.000000 Penalty: 3891.019287
	Iteration 28Q: 3 clusters Score -1.704915e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -17049382.000000 Penalty: 3891.019287
	Iteration 29Q: 3 clusters Score -1.704938e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -17049518.000000 Penalty: 3891.019287
	Iteration 30Q: 3 clusters Score -1.704952e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -17049706.000000 Penalty: 3891.019287
	Iteration 31Q: 3 clusters Score -1.704971e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -17049828.000000 Penalty: 3891.019287
	Iteration 32Q: 3 clusters Score -1.704983e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -17050038.000000 Penalty: 3891.019287
	Iteration 33Q: 3 clusters Score -1.705004e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -17050244.000000 Penalty: 3891.019287
	Iteration 34Q: 3 clusters Score -1.705024e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -17050434.000000 Penalty: 3891.019287
	Iteration 35Q: 3 clusters Score -1.705043e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -17050710.000000 Penalty: 3891.019287
	Iteration 36Q: 3 clusters Score -1.705071e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3891.019287
	Iteration 37Q: 3 clusters Score -1.705088e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101580 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -17051042.000000 Penalty: 3891.019287
	Iteration 38Q: 3 clusters Score -1.705104e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -17051280.000000 Penalty: 3891.019287
	Iteration 39Q: 3 clusters Score -1.705128e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -17051476.000000 Penalty: 3891.019287
	Iteration 40F: 3 clusters Score -1.705148e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -17051648.000000 Penalty: 3891.019287
	Iteration 41Q: 3 clusters Score -1.705165e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -17051784.000000 Penalty: 3891.019287
	Iteration 42Q: 3 clusters Score -1.705178e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -17051870.000000 Penalty: 3891.019287
	Iteration 43Q: 3 clusters Score -1.705187e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -17052082.000000 Penalty: 3891.019287
	Iteration 44Q: 3 clusters Score -1.705208e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -17052252.000000 Penalty: 3891.019287
	Iteration 45Q: 3 clusters Score -1.705225e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -17052510.000000 Penalty: 3891.019287
	Iteration 46Q: 3 clusters Score -1.705251e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -17052770.000000 Penalty: 3891.019287
	Iteration 47Q: 3 clusters Score -1.705277e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -17052836.000000 Penalty: 3891.019287
	Iteration 48Q: 3 clusters Score -1.705284e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -17053044.000000 Penalty: 3891.019287
	Iteration 49Q: 3 clusters Score -1.705304e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115784 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -17053258.000000 Penalty: 3891.019287
	Iteration 50Q: 3 clusters Score -1.705326e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -17053404.000000 Penalty: 3891.019287
	Iteration 51Q: 3 clusters Score -1.70534e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -17053602.000000 Penalty: 3891.019287
	Iteration 52Q: 3 clusters Score -1.70536e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -17053836.000000 Penalty: 3891.019287
	Iteration 53Q: 3 clusters Score -1.705384e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -17054108.000000 Penalty: 3891.019287
	Iteration 54Q: 3 clusters Score -1.705411e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121606 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -17054356.000000 Penalty: 3891.019287
	Iteration 55Q: 3 clusters Score -1.705436e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -17054536.000000 Penalty: 3891.019287
	Iteration 56Q: 3 clusters Score -1.705454e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -17054784.000000 Penalty: 3891.019287
	Iteration 57Q: 3 clusters Score -1.705478e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -17055002.000000 Penalty: 3891.019287
	Iteration 58Q: 3 clusters Score -1.7055e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -17055256.000000 Penalty: 3891.019287
	Iteration 59Q: 3 clusters Score -1.705526e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127181 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -17055456.000000 Penalty: 3891.019287
	Iteration 60F: 3 clusters Score -1.705546e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -17055534.000000 Penalty: 3891.019287
	Iteration 61Q: 3 clusters Score -1.705553e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -17055694.000000 Penalty: 3891.019287
	Iteration 62Q: 3 clusters Score -1.705569e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130123 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -17055974.000000 Penalty: 3891.019287
	Iteration 63Q: 3 clusters Score -1.705597e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -17056156.000000 Penalty: 3891.019287
	Iteration 64Q: 3 clusters Score -1.705616e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -17056272.000000 Penalty: 3891.019287
	Iteration 65Q: 3 clusters Score -1.705627e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -17056548.000000 Penalty: 3891.019287
	Iteration 66Q: 3 clusters Score -1.705655e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -17056734.000000 Penalty: 3891.019287
	Iteration 67Q: 3 clusters Score -1.705673e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134812 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -17056954.000000 Penalty: 3891.019287
	Iteration 68Q: 3 clusters Score -1.705695e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135609 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -17057118.000000 Penalty: 3891.019287
	Iteration 69Q: 3 clusters Score -1.705712e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -17057248.000000 Penalty: 3891.019287
	Iteration 70Q: 3 clusters Score -1.705725e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137192 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -17057372.000000 Penalty: 3891.019287
	Iteration 71Q: 3 clusters Score -1.705737e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -17057532.000000 Penalty: 3891.019287
	Iteration 72Q: 3 clusters Score -1.705753e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138795 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -17057708.000000 Penalty: 3891.019287
	Iteration 73Q: 3 clusters Score -1.705771e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139662 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -17057868.000000 Penalty: 3891.019287
	Iteration 74Q: 3 clusters Score -1.705787e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140539 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -17057946.000000 Penalty: 3891.019287
	Iteration 75Q: 3 clusters Score -1.705795e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141419 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -17058116.000000 Penalty: 3891.019287
	Iteration 76Q: 3 clusters Score -1.705812e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -17058164.000000 Penalty: 3891.019287
	Iteration 77Q: 3 clusters Score -1.705816e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -17058250.000000 Penalty: 3891.019287
	Iteration 78Q: 3 clusters Score -1.705825e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144349 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -17058364.000000 Penalty: 3891.019287
	Iteration 79Q: 3 clusters Score -1.705836e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -17058388.000000 Penalty: 3891.019287
	Iteration 80F: 3 clusters Score -1.705839e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146390 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -17058516.000000 Penalty: 3891.019287
	Iteration 81Q: 3 clusters Score -1.705852e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -17058522.000000 Penalty: 3891.019287
	Iteration 82Q: 3 clusters Score -1.705852e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -17058496.000000 Penalty: 3891.019287
	Iteration 83Q: 3 clusters Score -1.70585e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -17058566.000000 Penalty: 3891.019287
	Iteration 84Q: 3 clusters Score -1.705857e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -17058430.000000 Penalty: 3891.019287
	Iteration 85Q: 3 clusters Score -1.705843e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -17058428.000000 Penalty: 3891.019287
	Iteration 86Q: 3 clusters Score -1.705843e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -17058422.000000 Penalty: 3891.019287
	Iteration 87Q: 3 clusters Score -1.705842e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -17058424.000000 Penalty: 3891.019287
	Iteration 88Q: 3 clusters Score -1.705842e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -17058376.000000 Penalty: 3891.019287
	Iteration 89Q: 3 clusters Score -1.705838e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153537 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -17058366.000000 Penalty: 3891.019287
	Iteration 90Q: 3 clusters Score -1.705837e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -17058328.000000 Penalty: 3891.019287
	Iteration 91Q: 3 clusters Score -1.705833e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -17058264.000000 Penalty: 3891.019287
	Iteration 92Q: 3 clusters Score -1.705826e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -17058206.000000 Penalty: 3891.019287
	Iteration 93Q: 3 clusters Score -1.705821e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -17058152.000000 Penalty: 3891.019287
	Iteration 94Q: 3 clusters Score -1.705815e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -17058150.000000 Penalty: 3891.019287
	Iteration 95Q: 3 clusters Score -1.705815e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -17058128.000000 Penalty: 3891.019287
	Iteration 96Q: 3 clusters Score -1.705813e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155797 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -17058102.000000 Penalty: 3891.019287
	Iteration 97Q: 3 clusters Score -1.70581e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -17058118.000000 Penalty: 3891.019287
	Iteration 98Q: 3 clusters Score -1.705812e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -17058116.000000 Penalty: 3891.019287
	Iteration 99Q: 3 clusters Score -1.705812e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -17058068.000000 Penalty: 3891.019287
	Iteration 100F: 3 clusters Score -1.705807e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -17058048.000000 Penalty: 3891.019287
	Iteration 101Q: 3 clusters Score -1.705805e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -17058014.000000 Penalty: 3891.019287
	Iteration 102Q: 3 clusters Score -1.705801e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156555 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -17057976.000000 Penalty: 3891.019287
	Iteration 103Q: 3 clusters Score -1.705798e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156632 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -17057968.000000 Penalty: 3891.019287
	Iteration 104Q: 3 clusters Score -1.705797e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156710 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -17057950.000000 Penalty: 3891.019287
	Iteration 105Q: 3 clusters Score -1.705795e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -17057964.000000 Penalty: 3891.019287
	Iteration 106Q: 3 clusters Score -1.705796e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156832 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17057974.000000 Penalty: 3891.019287
	Iteration 107Q: 3 clusters Score -1.705797e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -17057952.000000 Penalty: 3891.019287
	Iteration 108Q: 3 clusters Score -1.705795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17057940.000000 Penalty: 3891.019287
	Iteration 109Q: 3 clusters Score -1.705794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -17057934.000000 Penalty: 3891.019287
	Iteration 110Q: 3 clusters Score -1.705793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17057932.000000 Penalty: 3891.019287
	Iteration 111Q: 3 clusters Score -1.705793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157048 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -17057930.000000 Penalty: 3891.019287
	Iteration 112Q: 3 clusters Score -1.705793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17057908.000000 Penalty: 3891.019287
	Iteration 113Q: 3 clusters Score -1.705791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17057898.000000 Penalty: 3891.019287
	Iteration 114Q: 3 clusters Score -1.70579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -17057886.000000 Penalty: 3891.019287
	Iteration 115Q: 3 clusters Score -1.705789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17057860.000000 Penalty: 3891.019287
	Iteration 116Q: 3 clusters Score -1.705786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17057868.000000 Penalty: 3891.019287
	Iteration 117Q: 3 clusters Score -1.705787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157167 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -17057878.000000 Penalty: 3891.019287
	Iteration 118Q: 3 clusters Score -1.705788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17057860.000000 Penalty: 3891.019287
	Iteration 119Q: 3 clusters Score -1.705786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17057850.000000 Penalty: 3891.019287
	Iteration 120F: 3 clusters Score -1.705785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17057844.000000 Penalty: 3891.019287
	Iteration 121Q: 3 clusters Score -1.705784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -17057844.000000 Penalty: 3891.019287
	Iteration 122Q: 3 clusters Score -1.705784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17057838.000000 Penalty: 3891.019287
	Iteration 123Q: 3 clusters Score -1.705784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -17057842.000000 Penalty: 3891.019287
	Iteration 124Q: 3 clusters Score -1.705784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -17057844.000000 Penalty: 3891.019287
	Iteration 125Q: 3 clusters Score -1.705784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -17057838.000000 Penalty: 3891.019287
	Iteration 126Q: 3 clusters Score -1.705784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -17057854.000000 Penalty: 3891.019287
	Iteration 127Q: 3 clusters Score -1.705785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17057846.000000 Penalty: 3891.019287
	Iteration 128Q: 3 clusters Score -1.705785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17057844.000000 Penalty: 3891.019287
	Iteration 129Q: 3 clusters Score -1.705784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -17057850.000000 Penalty: 3891.019287
	Iteration 130Q: 3 clusters Score -1.705785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17057834.000000 Penalty: 3891.019287
	Iteration 131Q: 3 clusters Score -1.705783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17057832.000000 Penalty: 3891.019287
	Iteration 132Q: 3 clusters Score -1.705783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -17057832.000000 Penalty: 3891.019287
	Iteration 133Q: 3 clusters Score -1.705783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -17057826.000000 Penalty: 3891.019287
	Iteration 134Q: 3 clusters Score -1.705783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17057824.000000 Penalty: 3891.019287
	Iteration 135Q: 3 clusters Score -1.705782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -17057822.000000 Penalty: 3891.019287
	Iteration 136Q: 3 clusters Score -1.705782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17057822.000000 Penalty: 3891.019287
	Iteration 137Q: 3 clusters Score -1.705782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17057816.000000 Penalty: 3891.019287
	Iteration 138Q: 3 clusters Score -1.705782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17057784.000000 Penalty: 3891.019287
	Iteration 139Q: 3 clusters Score -1.705778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17057796.000000 Penalty: 3891.019287
	Iteration 140F: 3 clusters Score -1.70578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157378 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -17057796.000000 Penalty: 3891.019287
	Iteration 141Q: 3 clusters Score -1.70578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17057802.000000 Penalty: 3891.019287
	Iteration 142Q: 3 clusters Score -1.70578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17057802.000000 Penalty: 3891.019287
	Iteration 143F: 3 clusters Score -1.70578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Entering Unmasked Estep 
Score: -8025149.500000 Penalty: 1819.676514
	Iteration 0F: 2 clusters Score -8025150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7976357.500000 Penalty: 3639.353027
	Iteration 0F: 3 clusters Score -7976358 nChanged 34773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -7996388.500000 Penalty: 3639.353027
	Iteration 1F: 3 clusters Score -7996388 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -7997184.000000 Penalty: 3639.353027
	Iteration 2Q: 3 clusters Score -7997184 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -7998322.000000 Penalty: 3639.353027
	Iteration 3Q: 3 clusters Score -7998322 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -8000220.500000 Penalty: 3639.353027
	Iteration 4F: 3 clusters Score -8000220 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -8003443.500000 Penalty: 3639.353027
	Iteration 5F: 3 clusters Score -8003444 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -8008699.000000 Penalty: 3639.353027
	Iteration 6F: 3 clusters Score -8008699 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -8015051.000000 Penalty: 3639.353027
	Iteration 7F: 3 clusters Score -8015051 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8020153.500000 Penalty: 3639.353027
	Iteration 8F: 3 clusters Score -8020154 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8022546.000000 Penalty: 3639.353027
	Iteration 9Q: 3 clusters Score -8022546 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8023317.000000 Penalty: 3639.353027
	Iteration 10Q: 3 clusters Score -8023317 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8023560.500000 Penalty: 3639.353027
	Iteration 11Q: 3 clusters Score -8023560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8023634.000000 Penalty: 3639.353027
	Iteration 12Q: 3 clusters Score -8023634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8023670.000000 Penalty: 3639.353027
	Iteration 13Q: 3 clusters Score -8023670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8023676.500000 Penalty: 3639.353027
	Iteration 14Q: 3 clusters Score -8023676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8023692.500000 Penalty: 3639.353027
	Iteration 15Q: 3 clusters Score -8023692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8023702.500000 Penalty: 3639.353027
	Iteration 16Q: 3 clusters Score -8023702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8023713.000000 Penalty: 3639.353027
	Iteration 17Q: 3 clusters Score -8023713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8023719.500000 Penalty: 3639.353027
	Iteration 18Q: 3 clusters Score -8023720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8023726.500000 Penalty: 3639.353027
	Iteration 19Q: 3 clusters Score -8023726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8023731.000000 Penalty: 3639.353027
	Iteration 20F: 3 clusters Score -8023731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8023733.500000 Penalty: 3639.353027
	Iteration 21Q: 3 clusters Score -8023734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8023738.000000 Penalty: 3639.353027
	Iteration 22Q: 3 clusters Score -8023738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8023735.000000 Penalty: 3639.353027
	Iteration 23Q: 3 clusters Score -8023735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8023735.000000 Penalty: 3639.353027
	Iteration 24F: 3 clusters Score -8023735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122059 members 
Entering Unmasked Estep 
Score: -13360783.000000 Penalty: 1903.242310
	Iteration 0F: 2 clusters Score -1.336078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -13279216.000000 Penalty: 3806.484619
	Iteration 0F: 3 clusters Score -1.327922e+07 nChanged 58539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -13313431.000000 Penalty: 3806.484619
	Iteration 1F: 3 clusters Score -1.331343e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -13314410.000000 Penalty: 3806.484619
	Iteration 2Q: 3 clusters Score -1.331441e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -13315767.000000 Penalty: 3806.484619
	Iteration 3Q: 3 clusters Score -1.331577e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -13317777.000000 Penalty: 3806.484619
	Iteration 4Q: 3 clusters Score -1.331778e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -13320701.000000 Penalty: 3806.484619
	Iteration 5Q: 3 clusters Score -1.33207e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -13325169.000000 Penalty: 3806.484619
	Iteration 6F: 3 clusters Score -1.332517e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -13331239.000000 Penalty: 3806.484619
	Iteration 7F: 3 clusters Score -1.333124e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -13337667.000000 Penalty: 3806.484619
	Iteration 8F: 3 clusters Score -1.333767e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -13342034.000000 Penalty: 3806.484619
	Iteration 9F: 3 clusters Score -1.334203e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -13344355.000000 Penalty: 3806.484619
	Iteration 10Q: 3 clusters Score -1.334436e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -13345830.000000 Penalty: 3806.484619
	Iteration 11Q: 3 clusters Score -1.334583e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -13347247.000000 Penalty: 3806.484619
	Iteration 12Q: 3 clusters Score -1.334725e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -13348645.000000 Penalty: 3806.484619
	Iteration 13Q: 3 clusters Score -1.334864e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -13350040.000000 Penalty: 3806.484619
	Iteration 14Q: 3 clusters Score -1.335004e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -13351453.000000 Penalty: 3806.484619
	Iteration 15Q: 3 clusters Score -1.335145e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -13352778.000000 Penalty: 3806.484619
	Iteration 16Q: 3 clusters Score -1.335278e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -13353892.000000 Penalty: 3806.484619
	Iteration 17Q: 3 clusters Score -1.335389e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -13354808.000000 Penalty: 3806.484619
	Iteration 18Q: 3 clusters Score -1.335481e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -13355638.000000 Penalty: 3806.484619
	Iteration 19Q: 3 clusters Score -1.335564e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -13356336.000000 Penalty: 3806.484619
	Iteration 20F: 3 clusters Score -1.335634e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -13356876.000000 Penalty: 3806.484619
	Iteration 21Q: 3 clusters Score -1.335688e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111536 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -13357387.000000 Penalty: 3806.484619
	Iteration 22Q: 3 clusters Score -1.335739e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -13357795.000000 Penalty: 3806.484619
	Iteration 23Q: 3 clusters Score -1.33578e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -13358135.000000 Penalty: 3806.484619
	Iteration 24Q: 3 clusters Score -1.335814e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114212 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -13358387.000000 Penalty: 3806.484619
	Iteration 25Q: 3 clusters Score -1.335839e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -13358589.000000 Penalty: 3806.484619
	Iteration 26Q: 3 clusters Score -1.335859e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115433 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -13358770.000000 Penalty: 3806.484619
	Iteration 27Q: 3 clusters Score -1.335877e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -13358949.000000 Penalty: 3806.484619
	Iteration 28Q: 3 clusters Score -1.335895e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -13359124.000000 Penalty: 3806.484619
	Iteration 29Q: 3 clusters Score -1.335912e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -13359264.000000 Penalty: 3806.484619
	Iteration 30Q: 3 clusters Score -1.335926e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -13359351.000000 Penalty: 3806.484619
	Iteration 31Q: 3 clusters Score -1.335935e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -13359432.000000 Penalty: 3806.484619
	Iteration 32Q: 3 clusters Score -1.335943e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -13359518.000000 Penalty: 3806.484619
	Iteration 33Q: 3 clusters Score -1.335952e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -13359545.000000 Penalty: 3806.484619
	Iteration 34Q: 3 clusters Score -1.335954e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -13359614.000000 Penalty: 3806.484619
	Iteration 35Q: 3 clusters Score -1.335961e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -13359647.000000 Penalty: 3806.484619
	Iteration 36Q: 3 clusters Score -1.335965e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -13359711.000000 Penalty: 3806.484619
	Iteration 37Q: 3 clusters Score -1.335971e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -13359758.000000 Penalty: 3806.484619
	Iteration 38Q: 3 clusters Score -1.335976e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118388 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -13359754.000000 Penalty: 3806.484619
	Iteration 39Q: 3 clusters Score -1.335975e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118463 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -13359772.000000 Penalty: 3806.484619
	Iteration 40F: 3 clusters Score -1.335977e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118522 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -13359781.000000 Penalty: 3806.484619
	Iteration 41Q: 3 clusters Score -1.335978e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -13359809.000000 Penalty: 3806.484619
	Iteration 42Q: 3 clusters Score -1.335981e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -13359803.000000 Penalty: 3806.484619
	Iteration 43Q: 3 clusters Score -1.33598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118696 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -13359817.000000 Penalty: 3806.484619
	Iteration 44Q: 3 clusters Score -1.335982e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -13359846.000000 Penalty: 3806.484619
	Iteration 45Q: 3 clusters Score -1.335985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118810 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -13359849.000000 Penalty: 3806.484619
	Iteration 46Q: 3 clusters Score -1.335985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118848 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -13359852.000000 Penalty: 3806.484619
	Iteration 47Q: 3 clusters Score -1.335985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118888 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13359858.000000 Penalty: 3806.484619
	Iteration 48Q: 3 clusters Score -1.335986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -13359873.000000 Penalty: 3806.484619
	Iteration 49Q: 3 clusters Score -1.335987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13359867.000000 Penalty: 3806.484619
	Iteration 50Q: 3 clusters Score -1.335987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -13359864.000000 Penalty: 3806.484619
	Iteration 51Q: 3 clusters Score -1.335986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -13359872.000000 Penalty: 3806.484619
	Iteration 52Q: 3 clusters Score -1.335987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13359877.000000 Penalty: 3806.484619
	Iteration 53Q: 3 clusters Score -1.335988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -13359868.000000 Penalty: 3806.484619
	Iteration 54Q: 3 clusters Score -1.335987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13359883.000000 Penalty: 3806.484619
	Iteration 55Q: 3 clusters Score -1.335988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119044 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13359879.000000 Penalty: 3806.484619
	Iteration 56Q: 3 clusters Score -1.335988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119045 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -13359877.000000 Penalty: 3806.484619
	Iteration 57Q: 3 clusters Score -1.335988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119045 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -13359877.000000 Penalty: 3806.484619
	Iteration 58F: 3 clusters Score -1.335988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -221914.406250 Penalty: 1237.566040
	Iteration 0F: 2 clusters Score -221914.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -219788.468750 Penalty: 2475.132080
	Iteration 0F: 3 clusters Score -219788.5 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220236.125000 Penalty: 2475.132080
	Iteration 1F: 3 clusters Score -220236.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220327.453125 Penalty: 2475.132080
	Iteration 2F: 3 clusters Score -220327.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220387.359375 Penalty: 2475.132080
	Iteration 3Q: 3 clusters Score -220387.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -220419.437500 Penalty: 2475.132080
	Iteration 4Q: 3 clusters Score -220419.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -220433.140625 Penalty: 2475.132080
	Iteration 5Q: 3 clusters Score -220433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220440.421875 Penalty: 2475.132080
	Iteration 6Q: 3 clusters Score -220440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -220442.953125 Penalty: 2475.132080
	Iteration 7Q: 3 clusters Score -220443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -220447.328125 Penalty: 2475.132080
	Iteration 8Q: 3 clusters Score -220447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -220449.500000 Penalty: 2475.132080
	Iteration 9Q: 3 clusters Score -220449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -220451.546875 Penalty: 2475.132080
	Iteration 10Q: 3 clusters Score -220451.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -220453.953125 Penalty: 2475.132080
	Iteration 11Q: 3 clusters Score -220454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -220458.625000 Penalty: 2475.132080
	Iteration 12Q: 3 clusters Score -220458.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -220463.593750 Penalty: 2475.132080
	Iteration 13Q: 3 clusters Score -220463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220468.734375 Penalty: 2475.132080
	Iteration 14Q: 3 clusters Score -220468.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -220472.890625 Penalty: 2475.132080
	Iteration 15Q: 3 clusters Score -220472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -220477.875000 Penalty: 2475.132080
	Iteration 16Q: 3 clusters Score -220477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220487.031250 Penalty: 2475.132080
	Iteration 17Q: 3 clusters Score -220487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220490.187500 Penalty: 2475.132080
	Iteration 18Q: 3 clusters Score -220490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220491.750000 Penalty: 2475.132080
	Iteration 19Q: 3 clusters Score -220491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220492.796875 Penalty: 2475.132080
	Iteration 20F: 3 clusters Score -220492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220493.765625 Penalty: 2475.132080
	Iteration 21Q: 3 clusters Score -220493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220494.390625 Penalty: 2475.132080
	Iteration 22Q: 3 clusters Score -220494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220494.390625 Penalty: 2475.132080
	Iteration 23F: 3 clusters Score -220494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -295342.875000 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -295342.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -292757.093750 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -292757.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -293325.375000 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -293325.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -293476.750000 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -293476.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -293549.562500 Penalty: 2581.729492
	Iteration 3F: 3 clusters Score -293549.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -293601.250000 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -293601.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -293630.437500 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -293630.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -293650.375000 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -293650.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293665.281250 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -293665.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293675.125000 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -293675.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293682.562500 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -293682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -293686.125000 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -293686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -293690.093750 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -293690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293694.187500 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -293694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -293696.437500 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -293696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -293698.312500 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -293698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -293700.125000 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -293700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -293703.000000 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -293703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -293707.093750 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -293707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -293711.468750 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -293711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -293717.218750 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -293717.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -293724.406250 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -293724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -293728.000000 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -293728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -293730.000000 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -293730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -293730.750000 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -293730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -293730.875000 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -293730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -293731.062500 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -293731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -293731.062500 Penalty: 2581.729492
	Iteration 26F: 3 clusters Score -293731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134137.875000 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132532.328125 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132532.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132818.062500 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132818.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132895.765625 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132895.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -132934.156250 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -132934.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132962.984375 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132976.250000 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -132976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132985.593750 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -132985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132991.218750 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -132991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132993.968750 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -132994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132994.906250 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -132994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132995.953125 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -132996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132996.203125 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -132996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132996.203125 Penalty: 2312.300049
	Iteration 12F: 3 clusters Score -132996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -152919.312500 Penalty: 1177.302979
	Iteration 0F: 2 clusters Score -152919.3 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 685 members 
Entering Unmasked Estep 
Score: -151198.359375 Penalty: 2354.605957
	Iteration 0F: 3 clusters Score -151198.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151487.484375 Penalty: 2354.605957
	Iteration 1F: 3 clusters Score -151487.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151552.281250 Penalty: 2354.605957
	Iteration 2F: 3 clusters Score -151552.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151592.218750 Penalty: 2354.605957
	Iteration 3Q: 3 clusters Score -151592.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -151624.781250 Penalty: 2354.605957
	Iteration 4Q: 3 clusters Score -151624.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -151661.281250 Penalty: 2354.605957
	Iteration 5Q: 3 clusters Score -151661.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -151692.609375 Penalty: 2354.605957
	Iteration 6Q: 3 clusters Score -151692.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -151716.140625 Penalty: 2354.605957
	Iteration 7Q: 3 clusters Score -151716.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151732.078125 Penalty: 2354.605957
	Iteration 8Q: 3 clusters Score -151732.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151745.671875 Penalty: 2354.605957
	Iteration 9Q: 3 clusters Score -151745.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151756.468750 Penalty: 2354.605957
	Iteration 10Q: 3 clusters Score -151756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151767.859375 Penalty: 2354.605957
	Iteration 11Q: 3 clusters Score -151767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -151778.796875 Penalty: 2354.605957
	Iteration 12Q: 3 clusters Score -151778.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -151785.593750 Penalty: 2354.605957
	Iteration 13Q: 3 clusters Score -151785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -151789.421875 Penalty: 2354.605957
	Iteration 14Q: 3 clusters Score -151789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151793.781250 Penalty: 2354.605957
	Iteration 15Q: 3 clusters Score -151793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -151800.937500 Penalty: 2354.605957
	Iteration 16Q: 3 clusters Score -151800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -151806.578125 Penalty: 2354.605957
	Iteration 17Q: 3 clusters Score -151806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -151819.296875 Penalty: 2354.605957
	Iteration 18Q: 3 clusters Score -151819.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151829.078125 Penalty: 2354.605957
	Iteration 19Q: 3 clusters Score -151829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -151838.234375 Penalty: 2354.605957
	Iteration 20F: 3 clusters Score -151838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -151845.687500 Penalty: 2354.605957
	Iteration 21Q: 3 clusters Score -151845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151848.875000 Penalty: 2354.605957
	Iteration 22Q: 3 clusters Score -151848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -151851.390625 Penalty: 2354.605957
	Iteration 23Q: 3 clusters Score -151851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -151852.750000 Penalty: 2354.605957
	Iteration 24Q: 3 clusters Score -151852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -151853.515625 Penalty: 2354.605957
	Iteration 25Q: 3 clusters Score -151853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151854.453125 Penalty: 2354.605957
	Iteration 26Q: 3 clusters Score -151854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151855.812500 Penalty: 2354.605957
	Iteration 27Q: 3 clusters Score -151855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151856.546875 Penalty: 2354.605957
	Iteration 28Q: 3 clusters Score -151856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151856.546875 Penalty: 2354.605957
	Iteration 29F: 3 clusters Score -151856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Entering Unmasked Estep 
Score: -1626894.875000 Penalty: 1559.406982
	Iteration 0F: 2 clusters Score -1626895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1616683.750000 Penalty: 3118.813965
	Iteration 0F: 3 clusters Score -1616684 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1620348.000000 Penalty: 3118.813965
	Iteration 1F: 3 clusters Score -1620348 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1620734.750000 Penalty: 3118.813965
	Iteration 2F: 3 clusters Score -1620735 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1621109.125000 Penalty: 3118.813965
	Iteration 3F: 3 clusters Score -1621109 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1621446.875000 Penalty: 3118.813965
	Iteration 4Q: 3 clusters Score -1621447 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1621800.000000 Penalty: 3118.813965
	Iteration 5Q: 3 clusters Score -1621800 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1622181.250000 Penalty: 3118.813965
	Iteration 6Q: 3 clusters Score -1622181 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1622584.250000 Penalty: 3118.813965
	Iteration 7Q: 3 clusters Score -1622584 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1623007.875000 Penalty: 3118.813965
	Iteration 8Q: 3 clusters Score -1623008 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1623499.625000 Penalty: 3118.813965
	Iteration 9Q: 3 clusters Score -1623500 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1623955.250000 Penalty: 3118.813965
	Iteration 10Q: 3 clusters Score -1623955 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1624267.000000 Penalty: 3118.813965
	Iteration 11Q: 3 clusters Score -1624267 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1624390.500000 Penalty: 3118.813965
	Iteration 12Q: 3 clusters Score -1624390 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1624471.000000 Penalty: 3118.813965
	Iteration 13Q: 3 clusters Score -1624471 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1624526.625000 Penalty: 3118.813965
	Iteration 14Q: 3 clusters Score -1624527 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1624567.375000 Penalty: 3118.813965
	Iteration 15Q: 3 clusters Score -1624567 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1624603.000000 Penalty: 3118.813965
	Iteration 16Q: 3 clusters Score -1624603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1624621.750000 Penalty: 3118.813965
	Iteration 17Q: 3 clusters Score -1624622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1624638.750000 Penalty: 3118.813965
	Iteration 18Q: 3 clusters Score -1624639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1624663.625000 Penalty: 3118.813965
	Iteration 19Q: 3 clusters Score -1624664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1624685.500000 Penalty: 3118.813965
	Iteration 20F: 3 clusters Score -1624686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1624700.750000 Penalty: 3118.813965
	Iteration 21Q: 3 clusters Score -1624701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1624717.375000 Penalty: 3118.813965
	Iteration 22Q: 3 clusters Score -1624717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1624741.250000 Penalty: 3118.813965
	Iteration 23Q: 3 clusters Score -1624741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1624758.750000 Penalty: 3118.813965
	Iteration 24Q: 3 clusters Score -1624759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1624776.375000 Penalty: 3118.813965
	Iteration 25Q: 3 clusters Score -1624776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1624801.125000 Penalty: 3118.813965
	Iteration 26Q: 3 clusters Score -1624801 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1624822.000000 Penalty: 3118.813965
	Iteration 27Q: 3 clusters Score -1624822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1624840.625000 Penalty: 3118.813965
	Iteration 28Q: 3 clusters Score -1624841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1624865.000000 Penalty: 3118.813965
	Iteration 29Q: 3 clusters Score -1624865 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1624889.875000 Penalty: 3118.813965
	Iteration 30Q: 3 clusters Score -1624890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1624919.000000 Penalty: 3118.813965
	Iteration 31Q: 3 clusters Score -1624919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1624946.000000 Penalty: 3118.813965
	Iteration 32Q: 3 clusters Score -1624946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1624972.500000 Penalty: 3118.813965
	Iteration 33Q: 3 clusters Score -1624972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1624996.125000 Penalty: 3118.813965
	Iteration 34Q: 3 clusters Score -1624996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1625005.125000 Penalty: 3118.813965
	Iteration 35Q: 3 clusters Score -1625005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1625018.000000 Penalty: 3118.813965
	Iteration 36Q: 3 clusters Score -1625018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1625038.875000 Penalty: 3118.813965
	Iteration 37Q: 3 clusters Score -1625039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1625060.125000 Penalty: 3118.813965
	Iteration 38Q: 3 clusters Score -1625060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1625072.750000 Penalty: 3118.813965
	Iteration 39Q: 3 clusters Score -1625073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1625092.000000 Penalty: 3118.813965
	Iteration 40F: 3 clusters Score -1625092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1625114.375000 Penalty: 3118.813965
	Iteration 41Q: 3 clusters Score -1625114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1625135.000000 Penalty: 3118.813965
	Iteration 42Q: 3 clusters Score -1625135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1625144.625000 Penalty: 3118.813965
	Iteration 43Q: 3 clusters Score -1625145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1625161.500000 Penalty: 3118.813965
	Iteration 44Q: 3 clusters Score -1625162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1625172.750000 Penalty: 3118.813965
	Iteration 45Q: 3 clusters Score -1625173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1625186.625000 Penalty: 3118.813965
	Iteration 46Q: 3 clusters Score -1625187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1625198.875000 Penalty: 3118.813965
	Iteration 47Q: 3 clusters Score -1625199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1625210.750000 Penalty: 3118.813965
	Iteration 48Q: 3 clusters Score -1625211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1625221.000000 Penalty: 3118.813965
	Iteration 49Q: 3 clusters Score -1625221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1625230.000000 Penalty: 3118.813965
	Iteration 50Q: 3 clusters Score -1625230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1625240.375000 Penalty: 3118.813965
	Iteration 51Q: 3 clusters Score -1625240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1625255.500000 Penalty: 3118.813965
	Iteration 52Q: 3 clusters Score -1625256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1625273.875000 Penalty: 3118.813965
	Iteration 53Q: 3 clusters Score -1625274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1625290.375000 Penalty: 3118.813965
	Iteration 54Q: 3 clusters Score -1625290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1625308.125000 Penalty: 3118.813965
	Iteration 55Q: 3 clusters Score -1625308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1625329.125000 Penalty: 3118.813965
	Iteration 56Q: 3 clusters Score -1625329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1625347.750000 Penalty: 3118.813965
	Iteration 57Q: 3 clusters Score -1625348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1625363.500000 Penalty: 3118.813965
	Iteration 58Q: 3 clusters Score -1625364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1625380.000000 Penalty: 3118.813965
	Iteration 59Q: 3 clusters Score -1625380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1625397.375000 Penalty: 3118.813965
	Iteration 60F: 3 clusters Score -1625397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1625403.250000 Penalty: 3118.813965
	Iteration 61Q: 3 clusters Score -1625403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1625407.875000 Penalty: 3118.813965
	Iteration 62Q: 3 clusters Score -1625408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1625417.375000 Penalty: 3118.813965
	Iteration 63Q: 3 clusters Score -1625417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1625429.875000 Penalty: 3118.813965
	Iteration 64Q: 3 clusters Score -1625430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1625440.125000 Penalty: 3118.813965
	Iteration 65Q: 3 clusters Score -1625440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1625455.625000 Penalty: 3118.813965
	Iteration 66Q: 3 clusters Score -1625456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1625463.625000 Penalty: 3118.813965
	Iteration 67Q: 3 clusters Score -1625464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1625471.875000 Penalty: 3118.813965
	Iteration 68Q: 3 clusters Score -1625472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1625478.750000 Penalty: 3118.813965
	Iteration 69Q: 3 clusters Score -1625479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1625483.750000 Penalty: 3118.813965
	Iteration 70Q: 3 clusters Score -1625484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1625481.875000 Penalty: 3118.813965
	Iteration 71Q: 3 clusters Score -1625482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1625487.375000 Penalty: 3118.813965
	Iteration 72Q: 3 clusters Score -1625487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1625495.125000 Penalty: 3118.813965
	Iteration 73Q: 3 clusters Score -1625495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1625499.375000 Penalty: 3118.813965
	Iteration 74Q: 3 clusters Score -1625499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1625510.125000 Penalty: 3118.813965
	Iteration 75Q: 3 clusters Score -1625510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1625524.750000 Penalty: 3118.813965
	Iteration 76Q: 3 clusters Score -1625525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1625534.125000 Penalty: 3118.813965
	Iteration 77Q: 3 clusters Score -1625534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1625545.250000 Penalty: 3118.813965
	Iteration 78Q: 3 clusters Score -1625545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1625549.125000 Penalty: 3118.813965
	Iteration 79Q: 3 clusters Score -1625549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1625555.000000 Penalty: 3118.813965
	Iteration 80F: 3 clusters Score -1625555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1625557.125000 Penalty: 3118.813965
	Iteration 81Q: 3 clusters Score -1625557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1625562.375000 Penalty: 3118.813965
	Iteration 82Q: 3 clusters Score -1625562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1625562.500000 Penalty: 3118.813965
	Iteration 83Q: 3 clusters Score -1625562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1625562.250000 Penalty: 3118.813965
	Iteration 84Q: 3 clusters Score -1625562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1625565.250000 Penalty: 3118.813965
	Iteration 85Q: 3 clusters Score -1625565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1625564.000000 Penalty: 3118.813965
	Iteration 86Q: 3 clusters Score -1625564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1625560.500000 Penalty: 3118.813965
	Iteration 87Q: 3 clusters Score -1625560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1625567.250000 Penalty: 3118.813965
	Iteration 88Q: 3 clusters Score -1625567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1625568.750000 Penalty: 3118.813965
	Iteration 89Q: 3 clusters Score -1625569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1625569.125000 Penalty: 3118.813965
	Iteration 90Q: 3 clusters Score -1625569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1625571.125000 Penalty: 3118.813965
	Iteration 91Q: 3 clusters Score -1625571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1625573.625000 Penalty: 3118.813965
	Iteration 92Q: 3 clusters Score -1625574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1625573.750000 Penalty: 3118.813965
	Iteration 93Q: 3 clusters Score -1625574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1625575.625000 Penalty: 3118.813965
	Iteration 94Q: 3 clusters Score -1625576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1625577.375000 Penalty: 3118.813965
	Iteration 95Q: 3 clusters Score -1625577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1625580.625000 Penalty: 3118.813965
	Iteration 96Q: 3 clusters Score -1625581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1625584.875000 Penalty: 3118.813965
	Iteration 97Q: 3 clusters Score -1625585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1625584.875000 Penalty: 3118.813965
	Iteration 98Q: 3 clusters Score -1625585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1625584.000000 Penalty: 3118.813965
	Iteration 99Q: 3 clusters Score -1625584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1625591.000000 Penalty: 3118.813965
	Iteration 100F: 3 clusters Score -1625591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1625591.750000 Penalty: 3118.813965
	Iteration 101Q: 3 clusters Score -1625592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1625591.000000 Penalty: 3118.813965
	Iteration 102Q: 3 clusters Score -1625591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1625592.875000 Penalty: 3118.813965
	Iteration 103Q: 3 clusters Score -1625593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1625595.125000 Penalty: 3118.813965
	Iteration 104Q: 3 clusters Score -1625595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1625594.750000 Penalty: 3118.813965
	Iteration 105Q: 3 clusters Score -1625595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1625597.750000 Penalty: 3118.813965
	Iteration 106Q: 3 clusters Score -1625598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1625597.875000 Penalty: 3118.813965
	Iteration 107Q: 3 clusters Score -1625598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1625597.875000 Penalty: 3118.813965
	Iteration 108F: 3 clusters Score -1625598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -307279.468750 Penalty: 1292.984375
	Iteration 0F: 2 clusters Score -307279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -304834.468750 Penalty: 2585.968750
	Iteration 0F: 3 clusters Score -304834.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -306047.625000 Penalty: 2585.968750
	Iteration 1F: 3 clusters Score -306047.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -306517.437500 Penalty: 2585.968750
	Iteration 2F: 3 clusters Score -306517.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -306862.250000 Penalty: 2585.968750
	Iteration 3F: 3 clusters Score -306862.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -307086.843750 Penalty: 2585.968750
	Iteration 4F: 3 clusters Score -307086.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -307210.062500 Penalty: 2585.968750
	Iteration 5Q: 3 clusters Score -307210.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -307271.375000 Penalty: 2585.968750
	Iteration 6Q: 3 clusters Score -307271.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -307299.031250 Penalty: 2585.968750
	Iteration 7Q: 3 clusters Score -307299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -307320.468750 Penalty: 2585.968750
	Iteration 8Q: 3 clusters Score -307320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -307336.437500 Penalty: 2585.968750
	Iteration 9Q: 3 clusters Score -307336.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -307349.093750 Penalty: 2585.968750
	Iteration 10Q: 3 clusters Score -307349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -307354.906250 Penalty: 2585.968750
	Iteration 11Q: 3 clusters Score -307354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -307358.843750 Penalty: 2585.968750
	Iteration 12Q: 3 clusters Score -307358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -307360.218750 Penalty: 2585.968750
	Iteration 13Q: 3 clusters Score -307360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -307360.937500 Penalty: 2585.968750
	Iteration 14Q: 3 clusters Score -307360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -307361.187500 Penalty: 2585.968750
	Iteration 15Q: 3 clusters Score -307361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -307361.187500 Penalty: 2585.968750
	Iteration 16F: 3 clusters Score -307361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158319 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122059 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 478 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 27212 members 
Mstep: Class 14 contains 155782 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128801 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
Score: -98867816.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98868768.000000 to -98867816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (20857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Entering Unmasked Estep 
Score: -2295594.250000 Penalty: 1616.134766
	Iteration 0F: 2 clusters Score -2295594 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 10438 members 
Entering Unmasked Estep 
Score: -2281426.500000 Penalty: 3232.269531
	Iteration 0F: 3 clusters Score -2281426 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2286582.750000 Penalty: 3232.269531
	Iteration 1F: 3 clusters Score -2286583 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2286980.250000 Penalty: 3232.269531
	Iteration 2F: 3 clusters Score -2286980 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2287379.750000 Penalty: 3232.269531
	Iteration 3Q: 3 clusters Score -2287380 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2287766.250000 Penalty: 3232.269531
	Iteration 4Q: 3 clusters Score -2287766 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2288194.250000 Penalty: 3232.269531
	Iteration 5Q: 3 clusters Score -2288194 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2288683.250000 Penalty: 3232.269531
	Iteration 6Q: 3 clusters Score -2288683 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2289202.000000 Penalty: 3232.269531
	Iteration 7Q: 3 clusters Score -2289202 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2289813.750000 Penalty: 3232.269531
	Iteration 8Q: 3 clusters Score -2289814 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2290426.500000 Penalty: 3232.269531
	Iteration 9F: 3 clusters Score -2290426 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2290927.500000 Penalty: 3232.269531
	Iteration 10Q: 3 clusters Score -2290928 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2291262.750000 Penalty: 3232.269531
	Iteration 11Q: 3 clusters Score -2291263 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2291474.750000 Penalty: 3232.269531
	Iteration 12Q: 3 clusters Score -2291475 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2291633.500000 Penalty: 3232.269531
	Iteration 13Q: 3 clusters Score -2291634 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2291767.750000 Penalty: 3232.269531
	Iteration 14Q: 3 clusters Score -2291768 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2291900.500000 Penalty: 3232.269531
	Iteration 15Q: 3 clusters Score -2291900 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2292049.750000 Penalty: 3232.269531
	Iteration 16Q: 3 clusters Score -2292050 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2292221.250000 Penalty: 3232.269531
	Iteration 17Q: 3 clusters Score -2292221 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2292401.250000 Penalty: 3232.269531
	Iteration 18Q: 3 clusters Score -2292401 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2292554.750000 Penalty: 3232.269531
	Iteration 19Q: 3 clusters Score -2292555 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2292701.250000 Penalty: 3232.269531
	Iteration 20F: 3 clusters Score -2292701 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2292852.500000 Penalty: 3232.269531
	Iteration 21Q: 3 clusters Score -2292852 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2292994.500000 Penalty: 3232.269531
	Iteration 22Q: 3 clusters Score -2292994 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2293136.500000 Penalty: 3232.269531
	Iteration 23Q: 3 clusters Score -2293136 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2293257.250000 Penalty: 3232.269531
	Iteration 24Q: 3 clusters Score -2293257 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2293363.750000 Penalty: 3232.269531
	Iteration 25Q: 3 clusters Score -2293364 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2293451.250000 Penalty: 3232.269531
	Iteration 26Q: 3 clusters Score -2293451 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2293545.500000 Penalty: 3232.269531
	Iteration 27Q: 3 clusters Score -2293546 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2293609.250000 Penalty: 3232.269531
	Iteration 28Q: 3 clusters Score -2293609 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2293677.000000 Penalty: 3232.269531
	Iteration 29Q: 3 clusters Score -2293677 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2293737.500000 Penalty: 3232.269531
	Iteration 30Q: 3 clusters Score -2293738 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2293799.000000 Penalty: 3232.269531
	Iteration 31Q: 3 clusters Score -2293799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2293838.000000 Penalty: 3232.269531
	Iteration 32Q: 3 clusters Score -2293838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2293879.750000 Penalty: 3232.269531
	Iteration 33Q: 3 clusters Score -2293880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2293927.500000 Penalty: 3232.269531
	Iteration 34Q: 3 clusters Score -2293928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2293955.000000 Penalty: 3232.269531
	Iteration 35Q: 3 clusters Score -2293955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2293993.250000 Penalty: 3232.269531
	Iteration 36Q: 3 clusters Score -2293993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2294028.000000 Penalty: 3232.269531
	Iteration 37Q: 3 clusters Score -2294028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2294066.000000 Penalty: 3232.269531
	Iteration 38Q: 3 clusters Score -2294066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2294106.000000 Penalty: 3232.269531
	Iteration 39Q: 3 clusters Score -2294106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2294141.500000 Penalty: 3232.269531
	Iteration 40F: 3 clusters Score -2294142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2294174.750000 Penalty: 3232.269531
	Iteration 41Q: 3 clusters Score -2294175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2294216.250000 Penalty: 3232.269531
	Iteration 42Q: 3 clusters Score -2294216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2294247.000000 Penalty: 3232.269531
	Iteration 43Q: 3 clusters Score -2294247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2294268.000000 Penalty: 3232.269531
	Iteration 44Q: 3 clusters Score -2294268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2294292.750000 Penalty: 3232.269531
	Iteration 45Q: 3 clusters Score -2294293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2294320.250000 Penalty: 3232.269531
	Iteration 46Q: 3 clusters Score -2294320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2294338.500000 Penalty: 3232.269531
	Iteration 47Q: 3 clusters Score -2294338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2294347.250000 Penalty: 3232.269531
	Iteration 48Q: 3 clusters Score -2294347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2294361.000000 Penalty: 3232.269531
	Iteration 49Q: 3 clusters Score -2294361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2294365.000000 Penalty: 3232.269531
	Iteration 50Q: 3 clusters Score -2294365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2294375.500000 Penalty: 3232.269531
	Iteration 51Q: 3 clusters Score -2294376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2294377.750000 Penalty: 3232.269531
	Iteration 52Q: 3 clusters Score -2294378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2294381.750000 Penalty: 3232.269531
	Iteration 53Q: 3 clusters Score -2294382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2294383.500000 Penalty: 3232.269531
	Iteration 54Q: 3 clusters Score -2294384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2294387.500000 Penalty: 3232.269531
	Iteration 55Q: 3 clusters Score -2294388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2294392.250000 Penalty: 3232.269531
	Iteration 56Q: 3 clusters Score -2294392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2294388.750000 Penalty: 3232.269531
	Iteration 57Q: 3 clusters Score -2294389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2294388.500000 Penalty: 3232.269531
	Iteration 58Q: 3 clusters Score -2294388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2294390.000000 Penalty: 3232.269531
	Iteration 59Q: 3 clusters Score -2294390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2294390.000000 Penalty: 3232.269531
	Iteration 60F: 3 clusters Score -2294390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2294391.250000 Penalty: 3232.269531
	Iteration 61Q: 3 clusters Score -2294391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2294391.250000 Penalty: 3232.269531
	Iteration 62F: 3 clusters Score -2294391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Entering Unmasked Estep 
Score: -3003373.500000 Penalty: 1659.354614
	Iteration 0F: 2 clusters Score -3003374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2984973.750000 Penalty: 3318.709229
	Iteration 0F: 3 clusters Score -2984974 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2991969.500000 Penalty: 3318.709229
	Iteration 1F: 3 clusters Score -2991970 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2992477.250000 Penalty: 3318.709229
	Iteration 2Q: 3 clusters Score -2992477 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2993028.500000 Penalty: 3318.709229
	Iteration 3Q: 3 clusters Score -2993028 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2993606.750000 Penalty: 3318.709229
	Iteration 4Q: 3 clusters Score -2993607 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2994262.000000 Penalty: 3318.709229
	Iteration 5Q: 3 clusters Score -2994262 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2995073.250000 Penalty: 3318.709229
	Iteration 6Q: 3 clusters Score -2995073 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2996019.000000 Penalty: 3318.709229
	Iteration 7F: 3 clusters Score -2996019 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2997127.750000 Penalty: 3318.709229
	Iteration 8F: 3 clusters Score -2997128 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2998172.750000 Penalty: 3318.709229
	Iteration 9F: 3 clusters Score -2998173 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2998947.250000 Penalty: 3318.709229
	Iteration 10Q: 3 clusters Score -2998947 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2999416.000000 Penalty: 3318.709229
	Iteration 11Q: 3 clusters Score -2999416 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2999697.250000 Penalty: 3318.709229
	Iteration 12Q: 3 clusters Score -2999697 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2999867.000000 Penalty: 3318.709229
	Iteration 13Q: 3 clusters Score -2999867 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2999978.500000 Penalty: 3318.709229
	Iteration 14Q: 3 clusters Score -2999978 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3000098.000000 Penalty: 3318.709229
	Iteration 15Q: 3 clusters Score -3000098 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3000208.750000 Penalty: 3318.709229
	Iteration 16Q: 3 clusters Score -3000209 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3000289.000000 Penalty: 3318.709229
	Iteration 17Q: 3 clusters Score -3000289 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3000381.500000 Penalty: 3318.709229
	Iteration 18Q: 3 clusters Score -3000382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3000479.500000 Penalty: 3318.709229
	Iteration 19Q: 3 clusters Score -3000480 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3000549.500000 Penalty: 3318.709229
	Iteration 20F: 3 clusters Score -3000550 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3000622.000000 Penalty: 3318.709229
	Iteration 21Q: 3 clusters Score -3000622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3000693.500000 Penalty: 3318.709229
	Iteration 22Q: 3 clusters Score -3000694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3000763.250000 Penalty: 3318.709229
	Iteration 23Q: 3 clusters Score -3000763 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3000827.250000 Penalty: 3318.709229
	Iteration 24Q: 3 clusters Score -3000827 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3000884.000000 Penalty: 3318.709229
	Iteration 25Q: 3 clusters Score -3000884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3000944.250000 Penalty: 3318.709229
	Iteration 26Q: 3 clusters Score -3000944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3001005.500000 Penalty: 3318.709229
	Iteration 27Q: 3 clusters Score -3001006 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3001077.750000 Penalty: 3318.709229
	Iteration 28Q: 3 clusters Score -3001078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3001151.250000 Penalty: 3318.709229
	Iteration 29Q: 3 clusters Score -3001151 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3001228.000000 Penalty: 3318.709229
	Iteration 30Q: 3 clusters Score -3001228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3001296.000000 Penalty: 3318.709229
	Iteration 31Q: 3 clusters Score -3001296 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3001365.000000 Penalty: 3318.709229
	Iteration 32Q: 3 clusters Score -3001365 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3001422.500000 Penalty: 3318.709229
	Iteration 33Q: 3 clusters Score -3001422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3001491.250000 Penalty: 3318.709229
	Iteration 34Q: 3 clusters Score -3001491 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3001552.000000 Penalty: 3318.709229
	Iteration 35Q: 3 clusters Score -3001552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3001616.750000 Penalty: 3318.709229
	Iteration 36Q: 3 clusters Score -3001617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3001658.750000 Penalty: 3318.709229
	Iteration 37Q: 3 clusters Score -3001659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3001691.750000 Penalty: 3318.709229
	Iteration 38Q: 3 clusters Score -3001692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3001714.000000 Penalty: 3318.709229
	Iteration 39Q: 3 clusters Score -3001714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3001726.500000 Penalty: 3318.709229
	Iteration 40F: 3 clusters Score -3001726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3001748.500000 Penalty: 3318.709229
	Iteration 41Q: 3 clusters Score -3001748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3001771.500000 Penalty: 3318.709229
	Iteration 42Q: 3 clusters Score -3001772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3001784.500000 Penalty: 3318.709229
	Iteration 43Q: 3 clusters Score -3001784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3001792.250000 Penalty: 3318.709229
	Iteration 44Q: 3 clusters Score -3001792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3001805.500000 Penalty: 3318.709229
	Iteration 45Q: 3 clusters Score -3001806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3001817.000000 Penalty: 3318.709229
	Iteration 46Q: 3 clusters Score -3001817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3001817.000000 Penalty: 3318.709229
	Iteration 47Q: 3 clusters Score -3001817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3001834.750000 Penalty: 3318.709229
	Iteration 48Q: 3 clusters Score -3001835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3001836.250000 Penalty: 3318.709229
	Iteration 49Q: 3 clusters Score -3001836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3001841.500000 Penalty: 3318.709229
	Iteration 50Q: 3 clusters Score -3001842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3001850.250000 Penalty: 3318.709229
	Iteration 51Q: 3 clusters Score -3001850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3001861.250000 Penalty: 3318.709229
	Iteration 52Q: 3 clusters Score -3001861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3001882.000000 Penalty: 3318.709229
	Iteration 53Q: 3 clusters Score -3001882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3001896.750000 Penalty: 3318.709229
	Iteration 54Q: 3 clusters Score -3001897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3001910.000000 Penalty: 3318.709229
	Iteration 55Q: 3 clusters Score -3001910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3001917.500000 Penalty: 3318.709229
	Iteration 56Q: 3 clusters Score -3001918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3001926.500000 Penalty: 3318.709229
	Iteration 57Q: 3 clusters Score -3001926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3001933.500000 Penalty: 3318.709229
	Iteration 58Q: 3 clusters Score -3001934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3001934.000000 Penalty: 3318.709229
	Iteration 59Q: 3 clusters Score -3001934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3001937.000000 Penalty: 3318.709229
	Iteration 60F: 3 clusters Score -3001937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3001941.250000 Penalty: 3318.709229
	Iteration 61Q: 3 clusters Score -3001941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3001941.250000 Penalty: 3318.709229
	Iteration 62Q: 3 clusters Score -3001941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3001945.250000 Penalty: 3318.709229
	Iteration 63Q: 3 clusters Score -3001945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3001945.750000 Penalty: 3318.709229
	Iteration 64Q: 3 clusters Score -3001946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3001945.500000 Penalty: 3318.709229
	Iteration 65Q: 3 clusters Score -3001946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3001945.500000 Penalty: 3318.709229
	Iteration 66F: 3 clusters Score -3001946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155782 members 
Entering Unmasked Estep 
Score: -16825414.000000 Penalty: 1942.884644
	Iteration 0F: 2 clusters Score -1.682541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -16722732.000000 Penalty: 3885.769287
	Iteration 0F: 3 clusters Score -1.672273e+07 nChanged 75105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -16766784.000000 Penalty: 3885.769287
	Iteration 1F: 3 clusters Score -1.676678e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -16767761.000000 Penalty: 3885.769287
	Iteration 2Q: 3 clusters Score -1.676776e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -16768850.000000 Penalty: 3885.769287
	Iteration 3Q: 3 clusters Score -1.676885e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -16770423.000000 Penalty: 3885.769287
	Iteration 4Q: 3 clusters Score -1.677042e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -16772680.000000 Penalty: 3885.769287
	Iteration 5Q: 3 clusters Score -1.677268e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -16776052.000000 Penalty: 3885.769287
	Iteration 6Q: 3 clusters Score -1.677605e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -16781608.000000 Penalty: 3885.769287
	Iteration 7F: 3 clusters Score -1.678161e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -16789162.000000 Penalty: 3885.769287
	Iteration 8F: 3 clusters Score -1.678916e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -16796378.000000 Penalty: 3885.769287
	Iteration 9F: 3 clusters Score -1.679638e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -16799946.000000 Penalty: 3885.769287
	Iteration 10F: 3 clusters Score -1.679995e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -16801400.000000 Penalty: 3885.769287
	Iteration 11Q: 3 clusters Score -1.68014e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -16801978.000000 Penalty: 3885.769287
	Iteration 12Q: 3 clusters Score -1.680198e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -16802502.000000 Penalty: 3885.769287
	Iteration 13Q: 3 clusters Score -1.68025e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -16802934.000000 Penalty: 3885.769287
	Iteration 14Q: 3 clusters Score -1.680293e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -16803392.000000 Penalty: 3885.769287
	Iteration 15Q: 3 clusters Score -1.680339e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -16803896.000000 Penalty: 3885.769287
	Iteration 16Q: 3 clusters Score -1.68039e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -16804268.000000 Penalty: 3885.769287
	Iteration 17Q: 3 clusters Score -1.680427e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -16804824.000000 Penalty: 3885.769287
	Iteration 18Q: 3 clusters Score -1.680482e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -16805276.000000 Penalty: 3885.769287
	Iteration 19Q: 3 clusters Score -1.680528e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -16805748.000000 Penalty: 3885.769287
	Iteration 20F: 3 clusters Score -1.680575e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -16806264.000000 Penalty: 3885.769287
	Iteration 21Q: 3 clusters Score -1.680626e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -16806768.000000 Penalty: 3885.769287
	Iteration 22Q: 3 clusters Score -1.680677e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -16807308.000000 Penalty: 3885.769287
	Iteration 23Q: 3 clusters Score -1.680731e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -16807864.000000 Penalty: 3885.769287
	Iteration 24Q: 3 clusters Score -1.680786e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -16808466.000000 Penalty: 3885.769287
	Iteration 25Q: 3 clusters Score -1.680847e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -16809124.000000 Penalty: 3885.769287
	Iteration 26Q: 3 clusters Score -1.680912e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -16809790.000000 Penalty: 3885.769287
	Iteration 27Q: 3 clusters Score -1.680979e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -16810544.000000 Penalty: 3885.769287
	Iteration 28Q: 3 clusters Score -1.681054e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -16811216.000000 Penalty: 3885.769287
	Iteration 29Q: 3 clusters Score -1.681122e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -16812136.000000 Penalty: 3885.769287
	Iteration 30Q: 3 clusters Score -1.681214e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -16812944.000000 Penalty: 3885.769287
	Iteration 31Q: 3 clusters Score -1.681294e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -16813620.000000 Penalty: 3885.769287
	Iteration 32Q: 3 clusters Score -1.681362e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -16814260.000000 Penalty: 3885.769287
	Iteration 33Q: 3 clusters Score -1.681426e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -16814906.000000 Penalty: 3885.769287
	Iteration 34Q: 3 clusters Score -1.681491e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -16815286.000000 Penalty: 3885.769287
	Iteration 35Q: 3 clusters Score -1.681529e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 104281 members 
Entering Unmasked Estep 
Score: -16815630.000000 Penalty: 3885.769287
	Iteration 36Q: 3 clusters Score -1.681563e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 104311 members 
Entering Unmasked Estep 
Score: -16815868.000000 Penalty: 3885.769287
	Iteration 37Q: 3 clusters Score -1.681587e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
Score: -16816070.000000 Penalty: 3885.769287
	Iteration 38Q: 3 clusters Score -1.681607e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -16816212.000000 Penalty: 3885.769287
	Iteration 39Q: 3 clusters Score -1.681621e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -16816380.000000 Penalty: 3885.769287
	Iteration 40F: 3 clusters Score -1.681638e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -16816418.000000 Penalty: 3885.769287
	Iteration 41Q: 3 clusters Score -1.681642e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -16816396.000000 Penalty: 3885.769287
	Iteration 42Q: 3 clusters Score -1.68164e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -16816402.000000 Penalty: 3885.769287
	Iteration 43Q: 3 clusters Score -1.68164e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -16816412.000000 Penalty: 3885.769287
	Iteration 44Q: 3 clusters Score -1.681641e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -16816420.000000 Penalty: 3885.769287
	Iteration 45Q: 3 clusters Score -1.681642e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -16816402.000000 Penalty: 3885.769287
	Iteration 46Q: 3 clusters Score -1.68164e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -16816394.000000 Penalty: 3885.769287
	Iteration 47Q: 3 clusters Score -1.681639e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -16816398.000000 Penalty: 3885.769287
	Iteration 48Q: 3 clusters Score -1.68164e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -16816394.000000 Penalty: 3885.769287
	Iteration 49Q: 3 clusters Score -1.681639e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -16816372.000000 Penalty: 3885.769287
	Iteration 50Q: 3 clusters Score -1.681637e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -16816360.000000 Penalty: 3885.769287
	Iteration 51Q: 3 clusters Score -1.681636e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -16816334.000000 Penalty: 3885.769287
	Iteration 52Q: 3 clusters Score -1.681633e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -16816292.000000 Penalty: 3885.769287
	Iteration 53Q: 3 clusters Score -1.681629e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -16816324.000000 Penalty: 3885.769287
	Iteration 54Q: 3 clusters Score -1.681632e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -16816264.000000 Penalty: 3885.769287
	Iteration 55Q: 3 clusters Score -1.681626e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -16816232.000000 Penalty: 3885.769287
	Iteration 56Q: 3 clusters Score -1.681623e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -16816206.000000 Penalty: 3885.769287
	Iteration 57Q: 3 clusters Score -1.681621e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -16816146.000000 Penalty: 3885.769287
	Iteration 58Q: 3 clusters Score -1.681615e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 99845 members 
Entering Unmasked Estep 
Score: -16816134.000000 Penalty: 3885.769287
	Iteration 59Q: 3 clusters Score -1.681613e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 99647 members 
Entering Unmasked Estep 
Score: -16816162.000000 Penalty: 3885.769287
	Iteration 60F: 3 clusters Score -1.681616e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -16816148.000000 Penalty: 3885.769287
	Iteration 61Q: 3 clusters Score -1.681615e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -16816142.000000 Penalty: 3885.769287
	Iteration 62Q: 3 clusters Score -1.681614e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -16816126.000000 Penalty: 3885.769287
	Iteration 63Q: 3 clusters Score -1.681613e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -16816094.000000 Penalty: 3885.769287
	Iteration 64Q: 3 clusters Score -1.681609e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -16816062.000000 Penalty: 3885.769287
	Iteration 65Q: 3 clusters Score -1.681606e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -16816062.000000 Penalty: 3885.769287
	Iteration 66Q: 3 clusters Score -1.681606e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -16816060.000000 Penalty: 3885.769287
	Iteration 67Q: 3 clusters Score -1.681606e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -16816070.000000 Penalty: 3885.769287
	Iteration 68Q: 3 clusters Score -1.681607e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -16816036.000000 Penalty: 3885.769287
	Iteration 69Q: 3 clusters Score -1.681604e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -16816052.000000 Penalty: 3885.769287
	Iteration 70Q: 3 clusters Score -1.681605e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -16816030.000000 Penalty: 3885.769287
	Iteration 71Q: 3 clusters Score -1.681603e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -16816006.000000 Penalty: 3885.769287
	Iteration 72Q: 3 clusters Score -1.681601e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -16815958.000000 Penalty: 3885.769287
	Iteration 73Q: 3 clusters Score -1.681596e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -16815956.000000 Penalty: 3885.769287
	Iteration 74Q: 3 clusters Score -1.681596e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -16815922.000000 Penalty: 3885.769287
	Iteration 75Q: 3 clusters Score -1.681592e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -16815918.000000 Penalty: 3885.769287
	Iteration 76Q: 3 clusters Score -1.681592e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -16815902.000000 Penalty: 3885.769287
	Iteration 77Q: 3 clusters Score -1.68159e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -16815870.000000 Penalty: 3885.769287
	Iteration 78Q: 3 clusters Score -1.681587e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -16815860.000000 Penalty: 3885.769287
	Iteration 79Q: 3 clusters Score -1.681586e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -16815878.000000 Penalty: 3885.769287
	Iteration 80F: 3 clusters Score -1.681588e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -16815816.000000 Penalty: 3885.769287
	Iteration 81Q: 3 clusters Score -1.681582e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -16815770.000000 Penalty: 3885.769287
	Iteration 82Q: 3 clusters Score -1.681577e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -16815718.000000 Penalty: 3885.769287
	Iteration 83Q: 3 clusters Score -1.681572e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 92724 members 
Entering Unmasked Estep 
Score: -16815728.000000 Penalty: 3885.769287
	Iteration 84Q: 3 clusters Score -1.681573e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -16815670.000000 Penalty: 3885.769287
	Iteration 85Q: 3 clusters Score -1.681567e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -16815658.000000 Penalty: 3885.769287
	Iteration 86Q: 3 clusters Score -1.681566e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -16815690.000000 Penalty: 3885.769287
	Iteration 87Q: 3 clusters Score -1.681569e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -16815630.000000 Penalty: 3885.769287
	Iteration 88Q: 3 clusters Score -1.681563e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -16815628.000000 Penalty: 3885.769287
	Iteration 89Q: 3 clusters Score -1.681563e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -16815580.000000 Penalty: 3885.769287
	Iteration 90Q: 3 clusters Score -1.681558e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -16815574.000000 Penalty: 3885.769287
	Iteration 91Q: 3 clusters Score -1.681557e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -16815546.000000 Penalty: 3885.769287
	Iteration 92Q: 3 clusters Score -1.681555e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -16815544.000000 Penalty: 3885.769287
	Iteration 93Q: 3 clusters Score -1.681554e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -16815482.000000 Penalty: 3885.769287
	Iteration 94Q: 3 clusters Score -1.681548e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -16815412.000000 Penalty: 3885.769287
	Iteration 95Q: 3 clusters Score -1.681541e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -16815390.000000 Penalty: 3885.769287
	Iteration 96Q: 3 clusters Score -1.681539e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -16815422.000000 Penalty: 3885.769287
	Iteration 97Q: 3 clusters Score -1.681542e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -16815404.000000 Penalty: 3885.769287
	Iteration 98Q: 3 clusters Score -1.68154e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 85886 members 
Entering Unmasked Estep 
Score: -16815360.000000 Penalty: 3885.769287
	Iteration 99Q: 3 clusters Score -1.681536e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -16815300.000000 Penalty: 3885.769287
	Iteration 100F: 3 clusters Score -1.68153e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -16815276.000000 Penalty: 3885.769287
	Iteration 101Q: 3 clusters Score -1.681528e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -16815282.000000 Penalty: 3885.769287
	Iteration 102Q: 3 clusters Score -1.681528e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -16815250.000000 Penalty: 3885.769287
	Iteration 103Q: 3 clusters Score -1.681525e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -16815212.000000 Penalty: 3885.769287
	Iteration 104Q: 3 clusters Score -1.681521e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -16815200.000000 Penalty: 3885.769287
	Iteration 105Q: 3 clusters Score -1.68152e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -16815210.000000 Penalty: 3885.769287
	Iteration 106Q: 3 clusters Score -1.681521e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -16815146.000000 Penalty: 3885.769287
	Iteration 107Q: 3 clusters Score -1.681515e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -16815180.000000 Penalty: 3885.769287
	Iteration 108Q: 3 clusters Score -1.681518e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -16815150.000000 Penalty: 3885.769287
	Iteration 109Q: 3 clusters Score -1.681515e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -16815146.000000 Penalty: 3885.769287
	Iteration 110Q: 3 clusters Score -1.681515e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -16815058.000000 Penalty: 3885.769287
	Iteration 111Q: 3 clusters Score -1.681506e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -16815026.000000 Penalty: 3885.769287
	Iteration 112Q: 3 clusters Score -1.681503e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -16815036.000000 Penalty: 3885.769287
	Iteration 113Q: 3 clusters Score -1.681504e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -16815000.000000 Penalty: 3885.769287
	Iteration 114Q: 3 clusters Score -1.6815e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -16814988.000000 Penalty: 3885.769287
	Iteration 115Q: 3 clusters Score -1.681499e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -16815008.000000 Penalty: 3885.769287
	Iteration 116Q: 3 clusters Score -1.681501e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -16814976.000000 Penalty: 3885.769287
	Iteration 117Q: 3 clusters Score -1.681498e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -16814958.000000 Penalty: 3885.769287
	Iteration 118Q: 3 clusters Score -1.681496e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -16814976.000000 Penalty: 3885.769287
	Iteration 119Q: 3 clusters Score -1.681498e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -16814966.000000 Penalty: 3885.769287
	Iteration 120F: 3 clusters Score -1.681497e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -16814972.000000 Penalty: 3885.769287
	Iteration 121Q: 3 clusters Score -1.681497e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -16814986.000000 Penalty: 3885.769287
	Iteration 122Q: 3 clusters Score -1.681499e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -16814932.000000 Penalty: 3885.769287
	Iteration 123Q: 3 clusters Score -1.681493e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -16814920.000000 Penalty: 3885.769287
	Iteration 124Q: 3 clusters Score -1.681492e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -16814980.000000 Penalty: 3885.769287
	Iteration 125Q: 3 clusters Score -1.681498e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -16814952.000000 Penalty: 3885.769287
	Iteration 126Q: 3 clusters Score -1.681495e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -16814964.000000 Penalty: 3885.769287
	Iteration 127Q: 3 clusters Score -1.681496e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -16814972.000000 Penalty: 3885.769287
	Iteration 128Q: 3 clusters Score -1.681497e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -16814982.000000 Penalty: 3885.769287
	Iteration 129Q: 3 clusters Score -1.681498e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -16815034.000000 Penalty: 3885.769287
	Iteration 130Q: 3 clusters Score -1.681503e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -16815054.000000 Penalty: 3885.769287
	Iteration 131Q: 3 clusters Score -1.681505e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -16815026.000000 Penalty: 3885.769287
	Iteration 132Q: 3 clusters Score -1.681503e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -16815022.000000 Penalty: 3885.769287
	Iteration 133Q: 3 clusters Score -1.681502e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -16815072.000000 Penalty: 3885.769287
	Iteration 134Q: 3 clusters Score -1.681507e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -16815068.000000 Penalty: 3885.769287
	Iteration 135Q: 3 clusters Score -1.681507e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -16815026.000000 Penalty: 3885.769287
	Iteration 136Q: 3 clusters Score -1.681503e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -16815022.000000 Penalty: 3885.769287
	Iteration 137Q: 3 clusters Score -1.681502e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -16815026.000000 Penalty: 3885.769287
	Iteration 138Q: 3 clusters Score -1.681503e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -16815048.000000 Penalty: 3885.769287
	Iteration 139Q: 3 clusters Score -1.681505e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -16815068.000000 Penalty: 3885.769287
	Iteration 140F: 3 clusters Score -1.681507e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -16815042.000000 Penalty: 3885.769287
	Iteration 141Q: 3 clusters Score -1.681504e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -16815028.000000 Penalty: 3885.769287
	Iteration 142Q: 3 clusters Score -1.681503e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -16814984.000000 Penalty: 3885.769287
	Iteration 143Q: 3 clusters Score -1.681498e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -16815050.000000 Penalty: 3885.769287
	Iteration 144Q: 3 clusters Score -1.681505e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -16815066.000000 Penalty: 3885.769287
	Iteration 145Q: 3 clusters Score -1.681507e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -16815068.000000 Penalty: 3885.769287
	Iteration 146Q: 3 clusters Score -1.681507e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -16815074.000000 Penalty: 3885.769287
	Iteration 147Q: 3 clusters Score -1.681507e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -16815078.000000 Penalty: 3885.769287
	Iteration 148Q: 3 clusters Score -1.681508e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -16815134.000000 Penalty: 3885.769287
	Iteration 149Q: 3 clusters Score -1.681513e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -16815110.000000 Penalty: 3885.769287
	Iteration 150Q: 3 clusters Score -1.681511e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -16815112.000000 Penalty: 3885.769287
	Iteration 151Q: 3 clusters Score -1.681511e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -16815174.000000 Penalty: 3885.769287
	Iteration 152Q: 3 clusters Score -1.681517e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -16815226.000000 Penalty: 3885.769287
	Iteration 153Q: 3 clusters Score -1.681523e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104139 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -16815326.000000 Penalty: 3885.769287
	Iteration 154Q: 3 clusters Score -1.681533e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -16815374.000000 Penalty: 3885.769287
	Iteration 155Q: 3 clusters Score -1.681537e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -16815480.000000 Penalty: 3885.769287
	Iteration 156Q: 3 clusters Score -1.681548e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -16815542.000000 Penalty: 3885.769287
	Iteration 157Q: 3 clusters Score -1.681554e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -16815618.000000 Penalty: 3885.769287
	Iteration 158Q: 3 clusters Score -1.681562e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -16815672.000000 Penalty: 3885.769287
	Iteration 159Q: 3 clusters Score -1.681567e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -16815756.000000 Penalty: 3885.769287
	Iteration 160F: 3 clusters Score -1.681576e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -16815800.000000 Penalty: 3885.769287
	Iteration 161Q: 3 clusters Score -1.68158e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112187 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -16815842.000000 Penalty: 3885.769287
	Iteration 162Q: 3 clusters Score -1.681584e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -16815934.000000 Penalty: 3885.769287
	Iteration 163Q: 3 clusters Score -1.681593e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -16816010.000000 Penalty: 3885.769287
	Iteration 164Q: 3 clusters Score -1.681601e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -16816066.000000 Penalty: 3885.769287
	Iteration 165Q: 3 clusters Score -1.681607e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -16816196.000000 Penalty: 3885.769287
	Iteration 166Q: 3 clusters Score -1.68162e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118166 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -16816282.000000 Penalty: 3885.769287
	Iteration 167Q: 3 clusters Score -1.681628e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -16816316.000000 Penalty: 3885.769287
	Iteration 168Q: 3 clusters Score -1.681632e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -16816484.000000 Penalty: 3885.769287
	Iteration 169Q: 3 clusters Score -1.681648e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -16816766.000000 Penalty: 3885.769287
	Iteration 170Q: 3 clusters Score -1.681677e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123438 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -16816948.000000 Penalty: 3885.769287
	Iteration 171Q: 3 clusters Score -1.681695e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -16817142.000000 Penalty: 3885.769287
	Iteration 172Q: 3 clusters Score -1.681714e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -16817316.000000 Penalty: 3885.769287
	Iteration 173Q: 3 clusters Score -1.681732e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -16817584.000000 Penalty: 3885.769287
	Iteration 174Q: 3 clusters Score -1.681758e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -16817824.000000 Penalty: 3885.769287
	Iteration 175Q: 3 clusters Score -1.681782e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -16818122.000000 Penalty: 3885.769287
	Iteration 176Q: 3 clusters Score -1.681812e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -16818446.000000 Penalty: 3885.769287
	Iteration 177Q: 3 clusters Score -1.681845e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -16818846.000000 Penalty: 3885.769287
	Iteration 178Q: 3 clusters Score -1.681885e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -16819240.000000 Penalty: 3885.769287
	Iteration 179Q: 3 clusters Score -1.681924e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136996 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -16819620.000000 Penalty: 3885.769287
	Iteration 180F: 3 clusters Score -1.681962e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138415 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -16819890.000000 Penalty: 3885.769287
	Iteration 181Q: 3 clusters Score -1.681989e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -16820262.000000 Penalty: 3885.769287
	Iteration 182Q: 3 clusters Score -1.682026e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140919 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -16820532.000000 Penalty: 3885.769287
	Iteration 183Q: 3 clusters Score -1.682053e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -16820844.000000 Penalty: 3885.769287
	Iteration 184Q: 3 clusters Score -1.682084e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143042 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -16821056.000000 Penalty: 3885.769287
	Iteration 185Q: 3 clusters Score -1.682106e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -16821272.000000 Penalty: 3885.769287
	Iteration 186Q: 3 clusters Score -1.682127e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -16821492.000000 Penalty: 3885.769287
	Iteration 187Q: 3 clusters Score -1.682149e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -16821644.000000 Penalty: 3885.769287
	Iteration 188Q: 3 clusters Score -1.682164e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -16821830.000000 Penalty: 3885.769287
	Iteration 189Q: 3 clusters Score -1.682183e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -16822016.000000 Penalty: 3885.769287
	Iteration 190Q: 3 clusters Score -1.682202e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -16822250.000000 Penalty: 3885.769287
	Iteration 191Q: 3 clusters Score -1.682225e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -16822522.000000 Penalty: 3885.769287
	Iteration 192Q: 3 clusters Score -1.682252e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -16822666.000000 Penalty: 3885.769287
	Iteration 193Q: 3 clusters Score -1.682267e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150545 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -16822878.000000 Penalty: 3885.769287
	Iteration 194Q: 3 clusters Score -1.682288e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -16822984.000000 Penalty: 3885.769287
	Iteration 195Q: 3 clusters Score -1.682298e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151531 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -16823038.000000 Penalty: 3885.769287
	Iteration 196Q: 3 clusters Score -1.682304e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -16823110.000000 Penalty: 3885.769287
	Iteration 197Q: 3 clusters Score -1.682311e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -16823182.000000 Penalty: 3885.769287
	Iteration 198Q: 3 clusters Score -1.682318e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -16823258.000000 Penalty: 3885.769287
	Iteration 199Q: 3 clusters Score -1.682326e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -16823332.000000 Penalty: 3885.769287
	Iteration 200F: 3 clusters Score -1.682333e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153064 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -16823446.000000 Penalty: 3885.769287
	Iteration 201Q: 3 clusters Score -1.682345e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -16823494.000000 Penalty: 3885.769287
	Iteration 202Q: 3 clusters Score -1.682349e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -16823522.000000 Penalty: 3885.769287
	Iteration 203Q: 3 clusters Score -1.682352e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16823562.000000 Penalty: 3885.769287
	Iteration 204Q: 3 clusters Score -1.682356e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -16823590.000000 Penalty: 3885.769287
	Iteration 205Q: 3 clusters Score -1.682359e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153957 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -16823640.000000 Penalty: 3885.769287
	Iteration 206Q: 3 clusters Score -1.682364e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -16823666.000000 Penalty: 3885.769287
	Iteration 207Q: 3 clusters Score -1.682367e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -16823692.000000 Penalty: 3885.769287
	Iteration 208Q: 3 clusters Score -1.682369e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16823718.000000 Penalty: 3885.769287
	Iteration 209Q: 3 clusters Score -1.682372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154242 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -16823736.000000 Penalty: 3885.769287
	Iteration 210Q: 3 clusters Score -1.682374e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -16823734.000000 Penalty: 3885.769287
	Iteration 211Q: 3 clusters Score -1.682373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154361 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16823758.000000 Penalty: 3885.769287
	Iteration 212Q: 3 clusters Score -1.682376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154401 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16823776.000000 Penalty: 3885.769287
	Iteration 213Q: 3 clusters Score -1.682378e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16823778.000000 Penalty: 3885.769287
	Iteration 214Q: 3 clusters Score -1.682378e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16823770.000000 Penalty: 3885.769287
	Iteration 215Q: 3 clusters Score -1.682377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154498 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16823788.000000 Penalty: 3885.769287
	Iteration 216Q: 3 clusters Score -1.682379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16823794.000000 Penalty: 3885.769287
	Iteration 217Q: 3 clusters Score -1.682379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -16823806.000000 Penalty: 3885.769287
	Iteration 218Q: 3 clusters Score -1.682381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16823806.000000 Penalty: 3885.769287
	Iteration 219Q: 3 clusters Score -1.682381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16823824.000000 Penalty: 3885.769287
	Iteration 220F: 3 clusters Score -1.682382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16823826.000000 Penalty: 3885.769287
	Iteration 221Q: 3 clusters Score -1.682383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16823812.000000 Penalty: 3885.769287
	Iteration 222Q: 3 clusters Score -1.682381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16823828.000000 Penalty: 3885.769287
	Iteration 223Q: 3 clusters Score -1.682383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16823826.000000 Penalty: 3885.769287
	Iteration 224Q: 3 clusters Score -1.682383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16823846.000000 Penalty: 3885.769287
	Iteration 225Q: 3 clusters Score -1.682385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16823854.000000 Penalty: 3885.769287
	Iteration 226Q: 3 clusters Score -1.682385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16823848.000000 Penalty: 3885.769287
	Iteration 227Q: 3 clusters Score -1.682385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16823854.000000 Penalty: 3885.769287
	Iteration 228Q: 3 clusters Score -1.682385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16823862.000000 Penalty: 3885.769287
	Iteration 229Q: 3 clusters Score -1.682386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16823876.000000 Penalty: 3885.769287
	Iteration 230Q: 3 clusters Score -1.682388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16823872.000000 Penalty: 3885.769287
	Iteration 231Q: 3 clusters Score -1.682387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -16823868.000000 Penalty: 3885.769287
	Iteration 232Q: 3 clusters Score -1.682387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16823876.000000 Penalty: 3885.769287
	Iteration 233Q: 3 clusters Score -1.682388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16823872.000000 Penalty: 3885.769287
	Iteration 234Q: 3 clusters Score -1.682387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16823874.000000 Penalty: 3885.769287
	Iteration 235Q: 3 clusters Score -1.682387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16823880.000000 Penalty: 3885.769287
	Iteration 236Q: 3 clusters Score -1.682388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16823882.000000 Penalty: 3885.769287
	Iteration 237Q: 3 clusters Score -1.682388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16823888.000000 Penalty: 3885.769287
	Iteration 238Q: 3 clusters Score -1.682389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16823884.000000 Penalty: 3885.769287
	Iteration 239Q: 3 clusters Score -1.682388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16823886.000000 Penalty: 3885.769287
	Iteration 240F: 3 clusters Score -1.682389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16823886.000000 Penalty: 3885.769287
	Iteration 241Q: 3 clusters Score -1.682389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16823882.000000 Penalty: 3885.769287
	Iteration 242Q: 3 clusters Score -1.682388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16823884.000000 Penalty: 3885.769287
	Iteration 243Q: 3 clusters Score -1.682388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16823884.000000 Penalty: 3885.769287
	Iteration 244F: 3 clusters Score -1.682388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Entering Unmasked Estep 
Score: -3294323.750000 Penalty: 1674.830688
	Iteration 0F: 2 clusters Score -3294324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3274168.750000 Penalty: 3349.661377
	Iteration 0F: 3 clusters Score -3274169 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3281845.750000 Penalty: 3349.661377
	Iteration 1F: 3 clusters Score -3281846 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3282185.750000 Penalty: 3349.661377
	Iteration 2Q: 3 clusters Score -3282186 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3282539.250000 Penalty: 3349.661377
	Iteration 3Q: 3 clusters Score -3282539 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3282937.750000 Penalty: 3349.661377
	Iteration 4Q: 3 clusters Score -3282938 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3283414.500000 Penalty: 3349.661377
	Iteration 5Q: 3 clusters Score -3283414 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3284061.750000 Penalty: 3349.661377
	Iteration 6Q: 3 clusters Score -3284062 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3284909.750000 Penalty: 3349.661377
	Iteration 7F: 3 clusters Score -3284910 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3286042.750000 Penalty: 3349.661377
	Iteration 8F: 3 clusters Score -3286043 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3287415.500000 Penalty: 3349.661377
	Iteration 9F: 3 clusters Score -3287416 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3288780.000000 Penalty: 3349.661377
	Iteration 10F: 3 clusters Score -3288780 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3290018.250000 Penalty: 3349.661377
	Iteration 11Q: 3 clusters Score -3290018 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3290931.500000 Penalty: 3349.661377
	Iteration 12Q: 3 clusters Score -3290932 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3291549.000000 Penalty: 3349.661377
	Iteration 13Q: 3 clusters Score -3291549 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3291951.250000 Penalty: 3349.661377
	Iteration 14Q: 3 clusters Score -3291951 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3292205.500000 Penalty: 3349.661377
	Iteration 15Q: 3 clusters Score -3292206 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3292343.500000 Penalty: 3349.661377
	Iteration 16Q: 3 clusters Score -3292344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3292433.000000 Penalty: 3349.661377
	Iteration 17Q: 3 clusters Score -3292433 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3292500.250000 Penalty: 3349.661377
	Iteration 18Q: 3 clusters Score -3292500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3292547.500000 Penalty: 3349.661377
	Iteration 19Q: 3 clusters Score -3292548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3292598.500000 Penalty: 3349.661377
	Iteration 20F: 3 clusters Score -3292598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3292629.750000 Penalty: 3349.661377
	Iteration 21Q: 3 clusters Score -3292630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3292660.000000 Penalty: 3349.661377
	Iteration 22Q: 3 clusters Score -3292660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3292672.500000 Penalty: 3349.661377
	Iteration 23Q: 3 clusters Score -3292672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3292686.250000 Penalty: 3349.661377
	Iteration 24Q: 3 clusters Score -3292686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3292693.500000 Penalty: 3349.661377
	Iteration 25Q: 3 clusters Score -3292694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3292697.500000 Penalty: 3349.661377
	Iteration 26Q: 3 clusters Score -3292698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3292707.750000 Penalty: 3349.661377
	Iteration 27Q: 3 clusters Score -3292708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3292719.750000 Penalty: 3349.661377
	Iteration 28Q: 3 clusters Score -3292720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3292725.750000 Penalty: 3349.661377
	Iteration 29Q: 3 clusters Score -3292726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3292729.750000 Penalty: 3349.661377
	Iteration 30Q: 3 clusters Score -3292730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3292732.500000 Penalty: 3349.661377
	Iteration 31Q: 3 clusters Score -3292732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3292740.250000 Penalty: 3349.661377
	Iteration 32Q: 3 clusters Score -3292740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3292742.500000 Penalty: 3349.661377
	Iteration 33Q: 3 clusters Score -3292742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3292748.500000 Penalty: 3349.661377
	Iteration 34Q: 3 clusters Score -3292748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3292753.750000 Penalty: 3349.661377
	Iteration 35Q: 3 clusters Score -3292754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3292754.750000 Penalty: 3349.661377
	Iteration 36Q: 3 clusters Score -3292755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3292756.000000 Penalty: 3349.661377
	Iteration 37Q: 3 clusters Score -3292756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3292763.750000 Penalty: 3349.661377
	Iteration 38Q: 3 clusters Score -3292764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3292770.750000 Penalty: 3349.661377
	Iteration 39Q: 3 clusters Score -3292771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3292767.750000 Penalty: 3349.661377
	Iteration 40F: 3 clusters Score -3292768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3292771.750000 Penalty: 3349.661377
	Iteration 41Q: 3 clusters Score -3292772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3292773.500000 Penalty: 3349.661377
	Iteration 42Q: 3 clusters Score -3292774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3292772.750000 Penalty: 3349.661377
	Iteration 43Q: 3 clusters Score -3292773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3292772.750000 Penalty: 3349.661377
	Iteration 44F: 3 clusters Score -3292773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -359745.406250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -359745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356830.062500 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -356830.1 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -357465.781250 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -357465.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -357617.843750 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -357617.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357738.312500 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -357738.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -357851.250000 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -357851.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -357979.375000 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -357979.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -358117.906250 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -358117.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -358271.468750 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -358271.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -358411.156250 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -358411.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -358516.500000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -358516.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -358573.500000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -358573.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -358609.875000 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -358609.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -358641.062500 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -358641.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -358670.375000 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -358670.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -358694.406250 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -358694.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -358722.500000 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -358722.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -358751.875000 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -358751.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -358769.781250 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -358769.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -358780.343750 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -358780.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -358789.593750 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -358789.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -358795.812500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -358795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -358799.312500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -358799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -358804.500000 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -358804.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -358810.625000 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -358810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -358813.406250 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -358813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -358816.062500 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -358816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -358818.000000 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -358818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -358821.406250 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -358821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -358824.187500 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -358824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -358827.468750 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -358827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -358830.218750 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -358830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -358831.656250 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -358831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -358833.000000 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -358833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -358834.125000 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -358834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -358835.687500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -358835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -358836.750000 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -358836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -358837.312500 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -358837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -358837.437500 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -358837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -358837.312500 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -358837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -358837.312500 Penalty: 2636.083984
	Iteration 39F: 3 clusters Score -358837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Entering Unmasked Estep 
Score: -4635733.000000 Penalty: 1730.055542
	Iteration 0F: 2 clusters Score -4635733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4607546.500000 Penalty: 3460.111084
	Iteration 0F: 3 clusters Score -4607546 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4618738.000000 Penalty: 3460.111084
	Iteration 1F: 3 clusters Score -4618738 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4619505.500000 Penalty: 3460.111084
	Iteration 2Q: 3 clusters Score -4619506 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4620717.500000 Penalty: 3460.111084
	Iteration 3F: 3 clusters Score -4620718 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4622629.500000 Penalty: 3460.111084
	Iteration 4F: 3 clusters Score -4622630 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4625436.500000 Penalty: 3460.111084
	Iteration 5F: 3 clusters Score -4625436 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4628756.000000 Penalty: 3460.111084
	Iteration 6F: 3 clusters Score -4628756 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4631477.000000 Penalty: 3460.111084
	Iteration 7F: 3 clusters Score -4631477 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4632998.500000 Penalty: 3460.111084
	Iteration 8Q: 3 clusters Score -4632998 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4633673.000000 Penalty: 3460.111084
	Iteration 9Q: 3 clusters Score -4633673 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4633950.500000 Penalty: 3460.111084
	Iteration 10Q: 3 clusters Score -4633950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4634074.000000 Penalty: 3460.111084
	Iteration 11Q: 3 clusters Score -4634074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4634137.500000 Penalty: 3460.111084
	Iteration 12Q: 3 clusters Score -4634138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4634165.000000 Penalty: 3460.111084
	Iteration 13Q: 3 clusters Score -4634165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4634184.500000 Penalty: 3460.111084
	Iteration 14Q: 3 clusters Score -4634184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4634189.000000 Penalty: 3460.111084
	Iteration 15Q: 3 clusters Score -4634189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4634202.500000 Penalty: 3460.111084
	Iteration 16Q: 3 clusters Score -4634202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4634203.500000 Penalty: 3460.111084
	Iteration 17Q: 3 clusters Score -4634204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4634205.500000 Penalty: 3460.111084
	Iteration 18Q: 3 clusters Score -4634206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4634209.500000 Penalty: 3460.111084
	Iteration 19Q: 3 clusters Score -4634210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4634217.000000 Penalty: 3460.111084
	Iteration 20F: 3 clusters Score -4634217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4634214.500000 Penalty: 3460.111084
	Iteration 21Q: 3 clusters Score -4634214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4634222.000000 Penalty: 3460.111084
	Iteration 22Q: 3 clusters Score -4634222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4634223.000000 Penalty: 3460.111084
	Iteration 23Q: 3 clusters Score -4634223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4634229.500000 Penalty: 3460.111084
	Iteration 24Q: 3 clusters Score -4634230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4634232.500000 Penalty: 3460.111084
	Iteration 25Q: 3 clusters Score -4634232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4634232.500000 Penalty: 3460.111084
	Iteration 26Q: 3 clusters Score -4634232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4634237.500000 Penalty: 3460.111084
	Iteration 27Q: 3 clusters Score -4634238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4634236.000000 Penalty: 3460.111084
	Iteration 28Q: 3 clusters Score -4634236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4634236.000000 Penalty: 3460.111084
	Iteration 29F: 3 clusters Score -4634236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Entering Unmasked Estep 
Score: -6780012.500000 Penalty: 1792.473511
	Iteration 0F: 2 clusters Score -6780012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -6738638.000000 Penalty: 3584.947021
	Iteration 0F: 3 clusters Score -6738638 nChanged 29169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -6755581.500000 Penalty: 3584.947021
	Iteration 1F: 3 clusters Score -6755582 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6756345.000000 Penalty: 3584.947021
	Iteration 2Q: 3 clusters Score -6756345 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6757331.000000 Penalty: 3584.947021
	Iteration 3Q: 3 clusters Score -6757331 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -6758654.000000 Penalty: 3584.947021
	Iteration 4Q: 3 clusters Score -6758654 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6760675.500000 Penalty: 3584.947021
	Iteration 5F: 3 clusters Score -6760676 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -6763676.500000 Penalty: 3584.947021
	Iteration 6F: 3 clusters Score -6763676 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -6767755.000000 Penalty: 3584.947021
	Iteration 7F: 3 clusters Score -6767755 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -6772105.500000 Penalty: 3584.947021
	Iteration 8F: 3 clusters Score -6772106 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6775422.500000 Penalty: 3584.947021
	Iteration 9F: 3 clusters Score -6775422 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6777180.000000 Penalty: 3584.947021
	Iteration 10Q: 3 clusters Score -6777180 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6777891.500000 Penalty: 3584.947021
	Iteration 11Q: 3 clusters Score -6777892 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6778163.000000 Penalty: 3584.947021
	Iteration 12Q: 3 clusters Score -6778163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6778292.000000 Penalty: 3584.947021
	Iteration 13Q: 3 clusters Score -6778292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6778382.000000 Penalty: 3584.947021
	Iteration 14Q: 3 clusters Score -6778382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6778427.500000 Penalty: 3584.947021
	Iteration 15Q: 3 clusters Score -6778428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6778445.500000 Penalty: 3584.947021
	Iteration 16Q: 3 clusters Score -6778446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6778478.500000 Penalty: 3584.947021
	Iteration 17Q: 3 clusters Score -6778478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6778497.000000 Penalty: 3584.947021
	Iteration 18Q: 3 clusters Score -6778497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6778504.500000 Penalty: 3584.947021
	Iteration 19Q: 3 clusters Score -6778504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6778508.000000 Penalty: 3584.947021
	Iteration 20F: 3 clusters Score -6778508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6778511.000000 Penalty: 3584.947021
	Iteration 21Q: 3 clusters Score -6778511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6778516.500000 Penalty: 3584.947021
	Iteration 22Q: 3 clusters Score -6778516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6778515.500000 Penalty: 3584.947021
	Iteration 23Q: 3 clusters Score -6778516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6778515.500000 Penalty: 3584.947021
	Iteration 24F: 3 clusters Score -6778516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Entering Unmasked Estep 
Score: -14133223.000000 Penalty: 1911.978882
	Iteration 0F: 2 clusters Score -1.413322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -14046972.000000 Penalty: 3823.957764
	Iteration 0F: 3 clusters Score -1.404697e+07 nChanged 62060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -14083128.000000 Penalty: 3823.957764
	Iteration 1F: 3 clusters Score -1.408313e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -14083790.000000 Penalty: 3823.957764
	Iteration 2Q: 3 clusters Score -1.408379e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -14084602.000000 Penalty: 3823.957764
	Iteration 3Q: 3 clusters Score -1.40846e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -14085860.000000 Penalty: 3823.957764
	Iteration 4Q: 3 clusters Score -1.408586e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -14087625.000000 Penalty: 3823.957764
	Iteration 5Q: 3 clusters Score -1.408762e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -14090644.000000 Penalty: 3823.957764
	Iteration 6Q: 3 clusters Score -1.409064e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -14095336.000000 Penalty: 3823.957764
	Iteration 7F: 3 clusters Score -1.409534e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -14101180.000000 Penalty: 3823.957764
	Iteration 8F: 3 clusters Score -1.410118e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -14106691.000000 Penalty: 3823.957764
	Iteration 9F: 3 clusters Score -1.410669e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -14109856.000000 Penalty: 3823.957764
	Iteration 10F: 3 clusters Score -1.410986e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -14111432.000000 Penalty: 3823.957764
	Iteration 11Q: 3 clusters Score -1.411143e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -14112205.000000 Penalty: 3823.957764
	Iteration 12Q: 3 clusters Score -1.41122e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -14112949.000000 Penalty: 3823.957764
	Iteration 13Q: 3 clusters Score -1.411295e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -14113592.000000 Penalty: 3823.957764
	Iteration 14Q: 3 clusters Score -1.411359e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -14114382.000000 Penalty: 3823.957764
	Iteration 15Q: 3 clusters Score -1.411438e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -14115024.000000 Penalty: 3823.957764
	Iteration 16Q: 3 clusters Score -1.411502e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -14115809.000000 Penalty: 3823.957764
	Iteration 17Q: 3 clusters Score -1.411581e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -14116676.000000 Penalty: 3823.957764
	Iteration 18Q: 3 clusters Score -1.411668e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -14117885.000000 Penalty: 3823.957764
	Iteration 19Q: 3 clusters Score -1.411788e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 107351 members 
Entering Unmasked Estep 
Score: -14119169.000000 Penalty: 3823.957764
	Iteration 20F: 3 clusters Score -1.411917e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -14120624.000000 Penalty: 3823.957764
	Iteration 21Q: 3 clusters Score -1.412062e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -14122148.000000 Penalty: 3823.957764
	Iteration 22Q: 3 clusters Score -1.412215e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 115708 members 
Entering Unmasked Estep 
Score: -14123702.000000 Penalty: 3823.957764
	Iteration 23Q: 3 clusters Score -1.41237e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -14125169.000000 Penalty: 3823.957764
	Iteration 24Q: 3 clusters Score -1.412517e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -14126520.000000 Penalty: 3823.957764
	Iteration 25Q: 3 clusters Score -1.412652e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -14127801.000000 Penalty: 3823.957764
	Iteration 26Q: 3 clusters Score -1.41278e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 123999 members 
Entering Unmasked Estep 
Score: -14128768.000000 Penalty: 3823.957764
	Iteration 27Q: 3 clusters Score -1.412877e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -14129553.000000 Penalty: 3823.957764
	Iteration 28Q: 3 clusters Score -1.412955e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 126232 members 
Entering Unmasked Estep 
Score: -14130184.000000 Penalty: 3823.957764
	Iteration 29Q: 3 clusters Score -1.413018e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -14130617.000000 Penalty: 3823.957764
	Iteration 30Q: 3 clusters Score -1.413062e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -14130933.000000 Penalty: 3823.957764
	Iteration 31Q: 3 clusters Score -1.413093e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 127788 members 
Entering Unmasked Estep 
Score: -14131147.000000 Penalty: 3823.957764
	Iteration 32Q: 3 clusters Score -1.413115e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 127994 members 
Entering Unmasked Estep 
Score: -14131276.000000 Penalty: 3823.957764
	Iteration 33Q: 3 clusters Score -1.413128e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -14131337.000000 Penalty: 3823.957764
	Iteration 34Q: 3 clusters Score -1.413134e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 128211 members 
Entering Unmasked Estep 
Score: -14131393.000000 Penalty: 3823.957764
	Iteration 35Q: 3 clusters Score -1.413139e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -14131461.000000 Penalty: 3823.957764
	Iteration 36Q: 3 clusters Score -1.413146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -14131490.000000 Penalty: 3823.957764
	Iteration 37Q: 3 clusters Score -1.413149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -14131507.000000 Penalty: 3823.957764
	Iteration 38Q: 3 clusters Score -1.413151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 128346 members 
Entering Unmasked Estep 
Score: -14131517.000000 Penalty: 3823.957764
	Iteration 39Q: 3 clusters Score -1.413152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 128353 members 
Entering Unmasked Estep 
Score: -14131523.000000 Penalty: 3823.957764
	Iteration 40F: 3 clusters Score -1.413152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -14131535.000000 Penalty: 3823.957764
	Iteration 41Q: 3 clusters Score -1.413154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -14131550.000000 Penalty: 3823.957764
	Iteration 42Q: 3 clusters Score -1.413155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -14131554.000000 Penalty: 3823.957764
	Iteration 43Q: 3 clusters Score -1.413155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -14131549.000000 Penalty: 3823.957764
	Iteration 44Q: 3 clusters Score -1.413155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 128389 members 
Entering Unmasked Estep 
Score: -14131559.000000 Penalty: 3823.957764
	Iteration 45Q: 3 clusters Score -1.413156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -14131565.000000 Penalty: 3823.957764
	Iteration 46Q: 3 clusters Score -1.413156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -14131564.000000 Penalty: 3823.957764
	Iteration 47Q: 3 clusters Score -1.413156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -14131572.000000 Penalty: 3823.957764
	Iteration 48Q: 3 clusters Score -1.413157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -14131582.000000 Penalty: 3823.957764
	Iteration 49Q: 3 clusters Score -1.413158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -14131583.000000 Penalty: 3823.957764
	Iteration 50Q: 3 clusters Score -1.413158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -14131575.000000 Penalty: 3823.957764
	Iteration 51Q: 3 clusters Score -1.413158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -14131582.000000 Penalty: 3823.957764
	Iteration 52Q: 3 clusters Score -1.413158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -14131585.000000 Penalty: 3823.957764
	Iteration 53Q: 3 clusters Score -1.413158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -14131584.000000 Penalty: 3823.957764
	Iteration 54Q: 3 clusters Score -1.413158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -14131580.000000 Penalty: 3823.957764
	Iteration 55Q: 3 clusters Score -1.413158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -14131580.000000 Penalty: 3823.957764
	Iteration 56Q: 3 clusters Score -1.413158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -14131580.000000 Penalty: 3823.957764
	Iteration 57F: 3 clusters Score -1.413158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Entering Unmasked Estep 
Score: -4179202.500000 Penalty: 1713.314087
	Iteration 0F: 2 clusters Score -4179202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4153638.250000 Penalty: 3426.628174
	Iteration 0F: 3 clusters Score -4153638 nChanged 17634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4163211.750000 Penalty: 3426.628174
	Iteration 1F: 3 clusters Score -4163212 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4163670.750000 Penalty: 3426.628174
	Iteration 2Q: 3 clusters Score -4163671 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4164284.000000 Penalty: 3426.628174
	Iteration 3Q: 3 clusters Score -4164284 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4165153.500000 Penalty: 3426.628174
	Iteration 4F: 3 clusters Score -4165154 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4166618.250000 Penalty: 3426.628174
	Iteration 5F: 3 clusters Score -4166618 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4168998.750000 Penalty: 3426.628174
	Iteration 6F: 3 clusters Score -4168999 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4171910.000000 Penalty: 3426.628174
	Iteration 7F: 3 clusters Score -4171910 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4174538.500000 Penalty: 3426.628174
	Iteration 8F: 3 clusters Score -4174538 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4176212.500000 Penalty: 3426.628174
	Iteration 9Q: 3 clusters Score -4176212 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4176924.250000 Penalty: 3426.628174
	Iteration 10Q: 3 clusters Score -4176924 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4177267.750000 Penalty: 3426.628174
	Iteration 11Q: 3 clusters Score -4177268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4177431.750000 Penalty: 3426.628174
	Iteration 12Q: 3 clusters Score -4177432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4177528.000000 Penalty: 3426.628174
	Iteration 13Q: 3 clusters Score -4177528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4177582.500000 Penalty: 3426.628174
	Iteration 14Q: 3 clusters Score -4177582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4177618.500000 Penalty: 3426.628174
	Iteration 15Q: 3 clusters Score -4177618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4177639.000000 Penalty: 3426.628174
	Iteration 16Q: 3 clusters Score -4177639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4177653.750000 Penalty: 3426.628174
	Iteration 17Q: 3 clusters Score -4177654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4177660.500000 Penalty: 3426.628174
	Iteration 18Q: 3 clusters Score -4177660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4177666.250000 Penalty: 3426.628174
	Iteration 19Q: 3 clusters Score -4177666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4177672.000000 Penalty: 3426.628174
	Iteration 20F: 3 clusters Score -4177672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4177673.750000 Penalty: 3426.628174
	Iteration 21Q: 3 clusters Score -4177674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4177673.750000 Penalty: 3426.628174
	Iteration 22F: 3 clusters Score -4177674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158319 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122059 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 27212 members 
Mstep: Class 14 contains 155782 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128801 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 359Q: 21 clusters Score -9.886877e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158321 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122059 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 27213 members 
Mstep: Class 14 contains 155777 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42046 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128797 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868720.000000 Penalty: 44658.785156
Iteration 360F: 21 clusters Score -9.886872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158324 members 
Mstep: Class 4 contains 72985 members 
Mstep: Class 5 contains 122062 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20875 members 
Mstep: Class 13 contains 27212 members 
Mstep: Class 14 contains 155770 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128795 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868784.000000 Penalty: 44658.785156
Iteration 361Q: 21 clusters Score -9.886878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158319 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122065 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 27208 members 
Mstep: Class 14 contains 155767 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42049 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128795 members 
Mstep: Class 21 contains 37923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868752.000000 Penalty: 44658.785156
Iteration 362Q: 21 clusters Score -9.886875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158314 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122066 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20894 members 
Mstep: Class 13 contains 27203 members 
Mstep: Class 14 contains 155771 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42049 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128794 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868808.000000 Penalty: 44658.785156
Iteration 363Q: 21 clusters Score -9.886881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158309 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122067 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20899 members 
Mstep: Class 13 contains 27198 members 
Mstep: Class 14 contains 155776 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42049 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128791 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868776.000000 Penalty: 44658.785156
Iteration 364Q: 21 clusters Score -9.886878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158314 members 
Mstep: Class 4 contains 72987 members 
Mstep: Class 5 contains 122069 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20900 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 155772 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42049 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128792 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868776.000000 Penalty: 44658.785156
Iteration 365Q: 21 clusters Score -9.886878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158313 members 
Mstep: Class 4 contains 72990 members 
Mstep: Class 5 contains 122070 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20904 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 155774 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128791 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868752.000000 Penalty: 44658.785156
Iteration 366Q: 21 clusters Score -9.886875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158307 members 
Mstep: Class 4 contains 72992 members 
Mstep: Class 5 contains 122072 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20908 members 
Mstep: Class 13 contains 27184 members 
Mstep: Class 14 contains 155778 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128790 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868784.000000 Penalty: 44658.785156
Iteration 367Q: 21 clusters Score -9.886878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158304 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 122069 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20912 members 
Mstep: Class 13 contains 27181 members 
Mstep: Class 14 contains 155787 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 61731 members 
Mstep: Class 19 contains 128790 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868784.000000 Penalty: 44658.785156
Iteration 368Q: 21 clusters Score -9.886878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158303 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 122068 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20914 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 155793 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128789 members 
Mstep: Class 21 contains 37921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868872.000000 Penalty: 44658.785156
Iteration 369Q: 21 clusters Score -9.886887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158300 members 
Mstep: Class 4 contains 72990 members 
Mstep: Class 5 contains 122067 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20917 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 155794 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42047 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128789 members 
Mstep: Class 21 contains 37920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868792.000000 Penalty: 44658.785156
Iteration 370Q: 21 clusters Score -9.886879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158298 members 
Mstep: Class 4 contains 72989 members 
Mstep: Class 5 contains 122068 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20922 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 155797 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42046 members 
Mstep: Class 18 contains 61732 members 
Mstep: Class 19 contains 128787 members 
Mstep: Class 21 contains 37918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868784.000000 Penalty: 44658.785156
Iteration 371Q: 21 clusters Score -9.886878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158290 members 
Mstep: Class 4 contains 72989 members 
Mstep: Class 5 contains 122066 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20928 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 155804 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128784 members 
Mstep: Class 21 contains 37917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868784.000000 Penalty: 44658.785156
Iteration 372Q: 21 clusters Score -9.886878e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158274 members 
Mstep: Class 4 contains 72990 members 
Mstep: Class 5 contains 122065 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20936 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 155810 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42050 members 
Mstep: Class 18 contains 61735 members 
Mstep: Class 19 contains 128784 members 
Mstep: Class 21 contains 37915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868744.000000 Penalty: 44658.785156
Iteration 373Q: 21 clusters Score -9.886874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158270 members 
Mstep: Class 4 contains 72989 members 
Mstep: Class 5 contains 122063 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20944 members 
Mstep: Class 13 contains 27176 members 
Mstep: Class 14 contains 155809 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42050 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128783 members 
Mstep: Class 21 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868712.000000 Penalty: 44658.785156
Iteration 374Q: 21 clusters Score -9.886871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158259 members 
Mstep: Class 4 contains 72990 members 
Mstep: Class 5 contains 122060 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 155813 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42051 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 128784 members 
Mstep: Class 21 contains 37913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868800.000000 Penalty: 44658.785156
Iteration 375Q: 21 clusters Score -9.88688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158253 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 122059 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14703 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20956 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 155816 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42053 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128783 members 
Mstep: Class 21 contains 37913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 376Q: 21 clusters Score -9.886877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158247 members 
Mstep: Class 4 contains 72993 members 
Mstep: Class 5 contains 122057 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 155816 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42055 members 
Mstep: Class 18 contains 61736 members 
Mstep: Class 19 contains 128781 members 
Mstep: Class 21 contains 37913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868768.000000 Penalty: 44658.785156
Iteration 377Q: 21 clusters Score -9.886877e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158235 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20971 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 155827 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42056 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 21 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868688.000000 Penalty: 44658.785156
Iteration 378Q: 21 clusters Score -9.886869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158228 members 
Mstep: Class 4 contains 72988 members 
Mstep: Class 5 contains 122057 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20982 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 155832 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42058 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 128775 members 
Mstep: Class 21 contains 37912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868688.000000 Penalty: 44658.785156
Iteration 379Q: 21 clusters Score -9.886869e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158210 members 
Mstep: Class 4 contains 72990 members 
Mstep: Class 5 contains 122060 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 20998 members 
Mstep: Class 13 contains 27173 members 
Mstep: Class 14 contains 155841 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42057 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128770 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868616.000000 Penalty: 44658.785156
Iteration 380F: 21 clusters Score -9.886862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158198 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 122055 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 21007 members 
Mstep: Class 13 contains 27171 members 
Mstep: Class 14 contains 155852 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42058 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128767 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868608.000000 Penalty: 44658.785156
Iteration 381Q: 21 clusters Score -9.886861e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158193 members 
Mstep: Class 4 contains 72990 members 
Mstep: Class 5 contains 122055 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 21017 members 
Mstep: Class 13 contains 27169 members 
Mstep: Class 14 contains 155858 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42058 members 
Mstep: Class 18 contains 61727 members 
Mstep: Class 19 contains 128761 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868608.000000 Penalty: 44658.785156
Iteration 382Q: 21 clusters Score -9.886861e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158185 members 
Mstep: Class 4 contains 72989 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14703 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 21032 members 
Mstep: Class 13 contains 27166 members 
Mstep: Class 14 contains 155861 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42059 members 
Mstep: Class 18 contains 61727 members 
Mstep: Class 19 contains 128758 members 
Mstep: Class 21 contains 37906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868520.000000 Penalty: 44658.785156
Iteration 383Q: 21 clusters Score -9.886852e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158187 members 
Mstep: Class 4 contains 72986 members 
Mstep: Class 5 contains 122050 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 27166 members 
Mstep: Class 14 contains 155866 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42061 members 
Mstep: Class 18 contains 61721 members 
Mstep: Class 19 contains 128756 members 
Mstep: Class 21 contains 37907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868544.000000 Penalty: 44658.785156
Iteration 384Q: 21 clusters Score -9.886854e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158179 members 
Mstep: Class 4 contains 72989 members 
Mstep: Class 5 contains 122049 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21048 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 155873 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42063 members 
Mstep: Class 18 contains 61711 members 
Mstep: Class 19 contains 128755 members 
Mstep: Class 21 contains 37906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868528.000000 Penalty: 44658.785156
Iteration 385Q: 21 clusters Score -9.886853e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158161 members 
Mstep: Class 4 contains 72991 members 
Mstep: Class 5 contains 122048 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21056 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 155888 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42063 members 
Mstep: Class 18 contains 61704 members 
Mstep: Class 19 contains 128755 members 
Mstep: Class 21 contains 37905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868480.000000 Penalty: 44658.785156
Iteration 386Q: 21 clusters Score -9.886848e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158163 members 
Mstep: Class 4 contains 72997 members 
Mstep: Class 5 contains 122050 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21061 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 155886 members 
Mstep: Class 15 contains 29924 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42063 members 
Mstep: Class 18 contains 61699 members 
Mstep: Class 19 contains 128757 members 
Mstep: Class 21 contains 37899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868416.000000 Penalty: 44658.785156
Iteration 387Q: 21 clusters Score -9.886842e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158163 members 
Mstep: Class 4 contains 72999 members 
Mstep: Class 5 contains 122051 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21069 members 
Mstep: Class 13 contains 27166 members 
Mstep: Class 14 contains 155880 members 
Mstep: Class 15 contains 29923 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42066 members 
Mstep: Class 18 contains 61694 members 
Mstep: Class 19 contains 128761 members 
Mstep: Class 21 contains 37897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868424.000000 Penalty: 44658.785156
Iteration 388Q: 21 clusters Score -9.886842e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158160 members 
Mstep: Class 4 contains 73005 members 
Mstep: Class 5 contains 122052 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21076 members 
Mstep: Class 13 contains 27159 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29925 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42066 members 
Mstep: Class 18 contains 61689 members 
Mstep: Class 19 contains 128761 members 
Mstep: Class 21 contains 37894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868504.000000 Penalty: 44658.785156
Iteration 389Q: 21 clusters Score -9.88685e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158157 members 
Mstep: Class 4 contains 73008 members 
Mstep: Class 5 contains 122052 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21082 members 
Mstep: Class 13 contains 27154 members 
Mstep: Class 14 contains 155886 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42068 members 
Mstep: Class 18 contains 61685 members 
Mstep: Class 19 contains 128759 members 
Mstep: Class 21 contains 37891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868520.000000 Penalty: 44658.785156
Iteration 390Q: 21 clusters Score -9.886852e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158154 members 
Mstep: Class 4 contains 73010 members 
Mstep: Class 5 contains 122044 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21089 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 155896 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42070 members 
Mstep: Class 18 contains 61676 members 
Mstep: Class 19 contains 128757 members 
Mstep: Class 21 contains 37893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868440.000000 Penalty: 44658.785156
Iteration 391Q: 21 clusters Score -9.886844e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158148 members 
Mstep: Class 4 contains 73010 members 
Mstep: Class 5 contains 122034 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21094 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 155904 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42074 members 
Mstep: Class 18 contains 61672 members 
Mstep: Class 19 contains 128754 members 
Mstep: Class 21 contains 37892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868584.000000 Penalty: 44658.785156
Iteration 392Q: 21 clusters Score -9.886858e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158149 members 
Mstep: Class 4 contains 73011 members 
Mstep: Class 5 contains 122028 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21104 members 
Mstep: Class 13 contains 27143 members 
Mstep: Class 14 contains 155899 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42078 members 
Mstep: Class 18 contains 61672 members 
Mstep: Class 19 contains 128751 members 
Mstep: Class 21 contains 37894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868640.000000 Penalty: 44658.785156
Iteration 393Q: 21 clusters Score -9.886864e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158159 members 
Mstep: Class 4 contains 73012 members 
Mstep: Class 5 contains 122026 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21114 members 
Mstep: Class 13 contains 27142 members 
Mstep: Class 14 contains 155874 members 
Mstep: Class 15 contains 29934 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42081 members 
Mstep: Class 18 contains 61673 members 
Mstep: Class 19 contains 128752 members 
Mstep: Class 21 contains 37896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868488.000000 Penalty: 44658.785156
Iteration 394Q: 21 clusters Score -9.886849e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158158 members 
Mstep: Class 4 contains 73012 members 
Mstep: Class 5 contains 122022 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21125 members 
Mstep: Class 13 contains 27138 members 
Mstep: Class 14 contains 155864 members 
Mstep: Class 15 contains 29933 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 42083 members 
Mstep: Class 18 contains 61673 members 
Mstep: Class 19 contains 128750 members 
Mstep: Class 21 contains 37900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868584.000000 Penalty: 44658.785156
Iteration 395Q: 21 clusters Score -9.886858e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158163 members 
Mstep: Class 4 contains 73014 members 
Mstep: Class 5 contains 122022 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21127 members 
Mstep: Class 13 contains 27138 members 
Mstep: Class 14 contains 155852 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42087 members 
Mstep: Class 18 contains 61673 members 
Mstep: Class 19 contains 128744 members 
Mstep: Class 21 contains 37901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868512.000000 Penalty: 44658.785156
Iteration 396Q: 21 clusters Score -9.886851e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158167 members 
Mstep: Class 4 contains 73017 members 
Mstep: Class 5 contains 122019 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21129 members 
Mstep: Class 13 contains 27133 members 
Mstep: Class 14 contains 155854 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42089 members 
Mstep: Class 18 contains 61673 members 
Mstep: Class 19 contains 128746 members 
Mstep: Class 21 contains 37896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868560.000000 Penalty: 44658.785156
Iteration 397Q: 21 clusters Score -9.886856e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158159 members 
Mstep: Class 4 contains 73013 members 
Mstep: Class 5 contains 122022 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21139 members 
Mstep: Class 13 contains 27127 members 
Mstep: Class 14 contains 155859 members 
Mstep: Class 15 contains 29928 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42090 members 
Mstep: Class 18 contains 61674 members 
Mstep: Class 19 contains 128744 members 
Mstep: Class 21 contains 37896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868552.000000 Penalty: 44658.785156
Iteration 398Q: 21 clusters Score -9.886855e+07 nChanged 196
Entering ConstructFrom: 
Score: -98868552.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Entering Unmasked Estep 
Score: -4336497.500000 Penalty: 1728.482788
	Iteration 0F: 2 clusters Score -4336498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4308476.500000 Penalty: 3456.965576
	Iteration 0F: 3 clusters Score -4308476 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4319423.000000 Penalty: 3456.965576
	Iteration 1F: 3 clusters Score -4319423 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4320005.000000 Penalty: 3456.965576
	Iteration 2Q: 3 clusters Score -4320005 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4320783.500000 Penalty: 3456.965576
	Iteration 3Q: 3 clusters Score -4320784 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -4321949.000000 Penalty: 3456.965576
	Iteration 4F: 3 clusters Score -4321949 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4323794.000000 Penalty: 3456.965576
	Iteration 5F: 3 clusters Score -4323794 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4326561.500000 Penalty: 3456.965576
	Iteration 6F: 3 clusters Score -4326562 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4329924.500000 Penalty: 3456.965576
	Iteration 7F: 3 clusters Score -4329924 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4332613.500000 Penalty: 3456.965576
	Iteration 8F: 3 clusters Score -4332614 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -4334188.000000 Penalty: 3456.965576
	Iteration 9Q: 3 clusters Score -4334188 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4334901.000000 Penalty: 3456.965576
	Iteration 10Q: 3 clusters Score -4334901 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -4335195.500000 Penalty: 3456.965576
	Iteration 11Q: 3 clusters Score -4335196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -4335348.000000 Penalty: 3456.965576
	Iteration 12Q: 3 clusters Score -4335348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -4335461.000000 Penalty: 3456.965576
	Iteration 13Q: 3 clusters Score -4335461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4335516.500000 Penalty: 3456.965576
	Iteration 14Q: 3 clusters Score -4335516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -4335545.000000 Penalty: 3456.965576
	Iteration 15Q: 3 clusters Score -4335545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -4335559.500000 Penalty: 3456.965576
	Iteration 16Q: 3 clusters Score -4335560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -4335570.000000 Penalty: 3456.965576
	Iteration 17Q: 3 clusters Score -4335570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -4335572.500000 Penalty: 3456.965576
	Iteration 18Q: 3 clusters Score -4335572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -4335582.000000 Penalty: 3456.965576
	Iteration 19Q: 3 clusters Score -4335582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4335651.500000 Penalty: 3456.965576
	Iteration 20F: 3 clusters Score -4335652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -4335757.500000 Penalty: 3456.965576
	Iteration 21Q: 3 clusters Score -4335758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4335861.000000 Penalty: 3456.965576
	Iteration 22Q: 3 clusters Score -4335861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4335980.000000 Penalty: 3456.965576
	Iteration 23Q: 3 clusters Score -4335980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -4336067.500000 Penalty: 3456.965576
	Iteration 24Q: 3 clusters Score -4336068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -4336153.000000 Penalty: 3456.965576
	Iteration 25Q: 3 clusters Score -4336153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4336220.000000 Penalty: 3456.965576
	Iteration 26Q: 3 clusters Score -4336220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -4336263.000000 Penalty: 3456.965576
	Iteration 27Q: 3 clusters Score -4336263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4336411.500000 Penalty: 3456.965576
	Iteration 28Q: 3 clusters Score -4336412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -4336574.500000 Penalty: 3456.965576
	Iteration 29Q: 3 clusters Score -4336574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4336627.500000 Penalty: 3456.965576
	Iteration 30Q: 3 clusters Score -4336628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4336658.000000 Penalty: 3456.965576
	Iteration 31Q: 3 clusters Score -4336658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -4336669.000000 Penalty: 3456.965576
	Iteration 32Q: 3 clusters Score -4336669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -4336685.000000 Penalty: 3456.965576
	Iteration 33Q: 3 clusters Score -4336685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4336705.500000 Penalty: 3456.965576
	Iteration 34Q: 3 clusters Score -4336706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4336713.000000 Penalty: 3456.965576
	Iteration 35Q: 3 clusters Score -4336713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4336720.000000 Penalty: 3456.965576
	Iteration 36Q: 3 clusters Score -4336720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -4336731.500000 Penalty: 3456.965576
	Iteration 37Q: 3 clusters Score -4336732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4336727.000000 Penalty: 3456.965576
	Iteration 38Q: 3 clusters Score -4336727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4336730.500000 Penalty: 3456.965576
	Iteration 39Q: 3 clusters Score -4336730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4336797.500000 Penalty: 3456.965576
	Iteration 40F: 3 clusters Score -4336798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -4336826.500000 Penalty: 3456.965576
	Iteration 41Q: 3 clusters Score -4336826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -4336834.500000 Penalty: 3456.965576
	Iteration 42Q: 3 clusters Score -4336834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -4336837.500000 Penalty: 3456.965576
	Iteration 43Q: 3 clusters Score -4336838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -4336850.500000 Penalty: 3456.965576
	Iteration 44Q: 3 clusters Score -4336850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4336857.500000 Penalty: 3456.965576
	Iteration 45Q: 3 clusters Score -4336858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -4336868.500000 Penalty: 3456.965576
	Iteration 46Q: 3 clusters Score -4336868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4336867.500000 Penalty: 3456.965576
	Iteration 47Q: 3 clusters Score -4336868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4336871.000000 Penalty: 3456.965576
	Iteration 48Q: 3 clusters Score -4336871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4336871.000000 Penalty: 3456.965576
	Iteration 49Q: 3 clusters Score -4336871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4336870.000000 Penalty: 3456.965576
	Iteration 50Q: 3 clusters Score -4336870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4336870.500000 Penalty: 3456.965576
	Iteration 51Q: 3 clusters Score -4336870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4336877.500000 Penalty: 3456.965576
	Iteration 52Q: 3 clusters Score -4336878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -4336879.000000 Penalty: 3456.965576
	Iteration 53Q: 3 clusters Score -4336879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -4336882.000000 Penalty: 3456.965576
	Iteration 54Q: 3 clusters Score -4336882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4336885.500000 Penalty: 3456.965576
	Iteration 55Q: 3 clusters Score -4336886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4336887.000000 Penalty: 3456.965576
	Iteration 56Q: 3 clusters Score -4336887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4336888.500000 Penalty: 3456.965576
	Iteration 57Q: 3 clusters Score -4336888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4336889.500000 Penalty: 3456.965576
	Iteration 58Q: 3 clusters Score -4336890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4336887.000000 Penalty: 3456.965576
	Iteration 59Q: 3 clusters Score -4336887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4336886.000000 Penalty: 3456.965576
	Iteration 60F: 3 clusters Score -4336886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4336888.500000 Penalty: 3456.965576
	Iteration 61Q: 3 clusters Score -4336888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4336884.500000 Penalty: 3456.965576
	Iteration 62Q: 3 clusters Score -4336884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4336884.500000 Penalty: 3456.965576
	Iteration 63Q: 3 clusters Score -4336884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4336881.000000 Penalty: 3456.965576
	Iteration 64Q: 3 clusters Score -4336881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4336891.000000 Penalty: 3456.965576
	Iteration 65Q: 3 clusters Score -4336891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4336891.500000 Penalty: 3456.965576
	Iteration 66Q: 3 clusters Score -4336892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4336891.500000 Penalty: 3456.965576
	Iteration 67F: 3 clusters Score -4336892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158158 members 
Mstep: Class 4 contains 73019 members 
Mstep: Class 5 contains 122015 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21153 members 
Mstep: Class 13 contains 27115 members 
Mstep: Class 14 contains 155864 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42092 members 
Mstep: Class 18 contains 61669 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 20 contains 40040 members 
Mstep: Class 21 contains 37898 members 
Entering Unmasked Estep 
Score: -98867984.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98868552.000000 to -98867984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -60392.593750 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -60392.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59239.964844 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -59239.96 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59501.187500 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -59501.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59651.246094 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -59651.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59768.117188 Penalty: 2121.110840
	Iteration 3F: 3 clusters Score -59768.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59889.175781 Penalty: 2121.110840
	Iteration 4F: 3 clusters Score -59889.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60045.984375 Penalty: 2121.110840
	Iteration 5Q: 3 clusters Score -60045.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60120.375000 Penalty: 2121.110840
	Iteration 6Q: 3 clusters Score -60120.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60168.175781 Penalty: 2121.110840
	Iteration 7Q: 3 clusters Score -60168.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60217.593750 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -60217.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60248.468750 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -60248.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60267.167969 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -60267.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60291.277344 Penalty: 2121.110840
	Iteration 11Q: 3 clusters Score -60291.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60329.968750 Penalty: 2121.110840
	Iteration 12Q: 3 clusters Score -60329.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60347.957031 Penalty: 2121.110840
	Iteration 13Q: 3 clusters Score -60347.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60358.683594 Penalty: 2121.110840
	Iteration 14Q: 3 clusters Score -60358.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60376.195312 Penalty: 2121.110840
	Iteration 15Q: 3 clusters Score -60376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60396.871094 Penalty: 2121.110840
	Iteration 16Q: 3 clusters Score -60396.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60437.628906 Penalty: 2121.110840
	Iteration 17Q: 3 clusters Score -60437.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60488.066406 Penalty: 2121.110840
	Iteration 18Q: 3 clusters Score -60488.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60526.765625 Penalty: 2121.110840
	Iteration 19Q: 3 clusters Score -60526.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60603.585938 Penalty: 2121.110840
	Iteration 20F: 3 clusters Score -60603.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60803.601562 Penalty: 2121.110840
	Iteration 21Q: 3 clusters Score -60803.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60886.539062 Penalty: 2121.110840
	Iteration 22Q: 3 clusters Score -60886.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60924.167969 Penalty: 2121.110840
	Iteration 23Q: 3 clusters Score -60924.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60929.179688 Penalty: 2121.110840
	Iteration 24Q: 3 clusters Score -60929.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60932.902344 Penalty: 2121.110840
	Iteration 25Q: 3 clusters Score -60932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60938.515625 Penalty: 2121.110840
	Iteration 26Q: 3 clusters Score -60938.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60943.976562 Penalty: 2121.110840
	Iteration 27Q: 3 clusters Score -60943.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60945.855469 Penalty: 2121.110840
	Iteration 28Q: 3 clusters Score -60945.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60945.855469 Penalty: 2121.110840
	Iteration 29F: 3 clusters Score -60945.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 158158 members 
Mstep: Class 4 contains 73019 members 
Mstep: Class 5 contains 122015 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21153 members 
Mstep: Class 13 contains 27115 members 
Mstep: Class 14 contains 155864 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42092 members 
Mstep: Class 18 contains 61669 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 20 contains 352 members 
Mstep: Class 21 contains 37898 members 
Entering Unmasked Estep 
Score: -98867760.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98868552.000000 to -98867760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (158158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158158 members 
Entering Unmasked Estep 
Score: -17042114.000000 Penalty: 1945.344360
	Iteration 0F: 2 clusters Score -1.704211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -16938676.000000 Penalty: 3890.688721
	Iteration 0F: 3 clusters Score -1.693868e+07 nChanged 76217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -16983750.000000 Penalty: 3890.688721
	Iteration 1F: 3 clusters Score -1.698375e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -16984560.000000 Penalty: 3890.688721
	Iteration 2Q: 3 clusters Score -1.698456e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -16985986.000000 Penalty: 3890.688721
	Iteration 3Q: 3 clusters Score -1.698599e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -16988062.000000 Penalty: 3890.688721
	Iteration 4Q: 3 clusters Score -1.698806e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -16991418.000000 Penalty: 3890.688721
	Iteration 5Q: 3 clusters Score -1.699142e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -16996726.000000 Penalty: 3890.688721
	Iteration 6F: 3 clusters Score -1.699673e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -17005162.000000 Penalty: 3890.688721
	Iteration 7F: 3 clusters Score -1.700516e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -17015086.000000 Penalty: 3890.688721
	Iteration 8F: 3 clusters Score -1.701509e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -17021804.000000 Penalty: 3890.688721
	Iteration 9F: 3 clusters Score -1.70218e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -17024358.000000 Penalty: 3890.688721
	Iteration 10Q: 3 clusters Score -1.702436e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -17025834.000000 Penalty: 3890.688721
	Iteration 11Q: 3 clusters Score -1.702583e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -17027048.000000 Penalty: 3890.688721
	Iteration 12Q: 3 clusters Score -1.702705e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -17028332.000000 Penalty: 3890.688721
	Iteration 13Q: 3 clusters Score -1.702833e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -17029750.000000 Penalty: 3890.688721
	Iteration 14Q: 3 clusters Score -1.702975e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -17031068.000000 Penalty: 3890.688721
	Iteration 15Q: 3 clusters Score -1.703107e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -17032232.000000 Penalty: 3890.688721
	Iteration 16Q: 3 clusters Score -1.703223e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -17033152.000000 Penalty: 3890.688721
	Iteration 17Q: 3 clusters Score -1.703315e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -17033806.000000 Penalty: 3890.688721
	Iteration 18Q: 3 clusters Score -1.703381e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -17034212.000000 Penalty: 3890.688721
	Iteration 19Q: 3 clusters Score -1.703421e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -17034656.000000 Penalty: 3890.688721
	Iteration 20F: 3 clusters Score -1.703466e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -17035032.000000 Penalty: 3890.688721
	Iteration 21Q: 3 clusters Score -1.703503e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -17035272.000000 Penalty: 3890.688721
	Iteration 22Q: 3 clusters Score -1.703527e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -17035450.000000 Penalty: 3890.688721
	Iteration 23Q: 3 clusters Score -1.703545e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -17035688.000000 Penalty: 3890.688721
	Iteration 24Q: 3 clusters Score -1.703569e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -17035828.000000 Penalty: 3890.688721
	Iteration 25Q: 3 clusters Score -1.703583e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -17036030.000000 Penalty: 3890.688721
	Iteration 26Q: 3 clusters Score -1.703603e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -17036124.000000 Penalty: 3890.688721
	Iteration 27Q: 3 clusters Score -1.703612e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115030 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -17036252.000000 Penalty: 3890.688721
	Iteration 28Q: 3 clusters Score -1.703625e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -17036488.000000 Penalty: 3890.688721
	Iteration 29Q: 3 clusters Score -1.703649e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -17036628.000000 Penalty: 3890.688721
	Iteration 30Q: 3 clusters Score -1.703663e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118335 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -17036812.000000 Penalty: 3890.688721
	Iteration 31Q: 3 clusters Score -1.703681e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -17037040.000000 Penalty: 3890.688721
	Iteration 32Q: 3 clusters Score -1.703704e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -17037374.000000 Penalty: 3890.688721
	Iteration 33Q: 3 clusters Score -1.703737e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -17037628.000000 Penalty: 3890.688721
	Iteration 34Q: 3 clusters Score -1.703763e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -17037844.000000 Penalty: 3890.688721
	Iteration 35Q: 3 clusters Score -1.703784e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124040 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -17037998.000000 Penalty: 3890.688721
	Iteration 36Q: 3 clusters Score -1.7038e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125118 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -17038228.000000 Penalty: 3890.688721
	Iteration 37Q: 3 clusters Score -1.703823e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -17038462.000000 Penalty: 3890.688721
	Iteration 38Q: 3 clusters Score -1.703846e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127249 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -17038666.000000 Penalty: 3890.688721
	Iteration 39Q: 3 clusters Score -1.703867e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128221 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -17038848.000000 Penalty: 3890.688721
	Iteration 40F: 3 clusters Score -1.703885e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129182 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -17039054.000000 Penalty: 3890.688721
	Iteration 41Q: 3 clusters Score -1.703905e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -17039194.000000 Penalty: 3890.688721
	Iteration 42Q: 3 clusters Score -1.703919e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -17039304.000000 Penalty: 3890.688721
	Iteration 43Q: 3 clusters Score -1.70393e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131934 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -17039496.000000 Penalty: 3890.688721
	Iteration 44Q: 3 clusters Score -1.70395e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132844 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -17039660.000000 Penalty: 3890.688721
	Iteration 45Q: 3 clusters Score -1.703966e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133763 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -17039874.000000 Penalty: 3890.688721
	Iteration 46Q: 3 clusters Score -1.703987e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134630 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -17040090.000000 Penalty: 3890.688721
	Iteration 47Q: 3 clusters Score -1.704009e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135488 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -17040306.000000 Penalty: 3890.688721
	Iteration 48Q: 3 clusters Score -1.704031e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -17040424.000000 Penalty: 3890.688721
	Iteration 49Q: 3 clusters Score -1.704042e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -17040616.000000 Penalty: 3890.688721
	Iteration 50Q: 3 clusters Score -1.704062e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137763 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -17040702.000000 Penalty: 3890.688721
	Iteration 51Q: 3 clusters Score -1.70407e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138583 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -17040866.000000 Penalty: 3890.688721
	Iteration 52Q: 3 clusters Score -1.704087e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139423 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -17041016.000000 Penalty: 3890.688721
	Iteration 53Q: 3 clusters Score -1.704102e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -17041138.000000 Penalty: 3890.688721
	Iteration 54Q: 3 clusters Score -1.704114e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -17041324.000000 Penalty: 3890.688721
	Iteration 55Q: 3 clusters Score -1.704132e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -17041432.000000 Penalty: 3890.688721
	Iteration 56Q: 3 clusters Score -1.704143e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -17041546.000000 Penalty: 3890.688721
	Iteration 57Q: 3 clusters Score -1.704155e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144056 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -17041622.000000 Penalty: 3890.688721
	Iteration 58Q: 3 clusters Score -1.704162e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -17041684.000000 Penalty: 3890.688721
	Iteration 59Q: 3 clusters Score -1.704168e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -17041710.000000 Penalty: 3890.688721
	Iteration 60F: 3 clusters Score -1.704171e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -17041768.000000 Penalty: 3890.688721
	Iteration 61Q: 3 clusters Score -1.704177e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -17041774.000000 Penalty: 3890.688721
	Iteration 62Q: 3 clusters Score -1.704177e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -17041784.000000 Penalty: 3890.688721
	Iteration 63Q: 3 clusters Score -1.704178e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149907 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -17041696.000000 Penalty: 3890.688721
	Iteration 64Q: 3 clusters Score -1.70417e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -17041682.000000 Penalty: 3890.688721
	Iteration 65Q: 3 clusters Score -1.704168e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -17041548.000000 Penalty: 3890.688721
	Iteration 66Q: 3 clusters Score -1.704155e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -17041616.000000 Penalty: 3890.688721
	Iteration 67Q: 3 clusters Score -1.704162e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -17041602.000000 Penalty: 3890.688721
	Iteration 68Q: 3 clusters Score -1.70416e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -17041558.000000 Penalty: 3890.688721
	Iteration 69Q: 3 clusters Score -1.704156e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -17041528.000000 Penalty: 3890.688721
	Iteration 70Q: 3 clusters Score -1.704153e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17041468.000000 Penalty: 3890.688721
	Iteration 71Q: 3 clusters Score -1.704147e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -17041410.000000 Penalty: 3890.688721
	Iteration 72Q: 3 clusters Score -1.704141e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -17041376.000000 Penalty: 3890.688721
	Iteration 73Q: 3 clusters Score -1.704138e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -17041370.000000 Penalty: 3890.688721
	Iteration 74Q: 3 clusters Score -1.704137e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -17041420.000000 Penalty: 3890.688721
	Iteration 75Q: 3 clusters Score -1.704142e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -17041364.000000 Penalty: 3890.688721
	Iteration 76Q: 3 clusters Score -1.704136e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -17041334.000000 Penalty: 3890.688721
	Iteration 77Q: 3 clusters Score -1.704133e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -17041300.000000 Penalty: 3890.688721
	Iteration 78Q: 3 clusters Score -1.70413e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17041272.000000 Penalty: 3890.688721
	Iteration 79Q: 3 clusters Score -1.704127e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -17041292.000000 Penalty: 3890.688721
	Iteration 80F: 3 clusters Score -1.704129e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -17041236.000000 Penalty: 3890.688721
	Iteration 81Q: 3 clusters Score -1.704124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -17041230.000000 Penalty: 3890.688721
	Iteration 82Q: 3 clusters Score -1.704123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -17041204.000000 Penalty: 3890.688721
	Iteration 83Q: 3 clusters Score -1.70412e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -17041158.000000 Penalty: 3890.688721
	Iteration 84Q: 3 clusters Score -1.704116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17041140.000000 Penalty: 3890.688721
	Iteration 85Q: 3 clusters Score -1.704114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -17041148.000000 Penalty: 3890.688721
	Iteration 86Q: 3 clusters Score -1.704115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156740 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -17041124.000000 Penalty: 3890.688721
	Iteration 87Q: 3 clusters Score -1.704112e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156789 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17041124.000000 Penalty: 3890.688721
	Iteration 88Q: 3 clusters Score -1.704112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -17041110.000000 Penalty: 3890.688721
	Iteration 89Q: 3 clusters Score -1.704111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17041110.000000 Penalty: 3890.688721
	Iteration 90Q: 3 clusters Score -1.704111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -17041118.000000 Penalty: 3890.688721
	Iteration 91Q: 3 clusters Score -1.704112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156892 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17041120.000000 Penalty: 3890.688721
	Iteration 92Q: 3 clusters Score -1.704112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -17041118.000000 Penalty: 3890.688721
	Iteration 93Q: 3 clusters Score -1.704112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -17041116.000000 Penalty: 3890.688721
	Iteration 94Q: 3 clusters Score -1.704112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17041102.000000 Penalty: 3890.688721
	Iteration 95Q: 3 clusters Score -1.70411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17041106.000000 Penalty: 3890.688721
	Iteration 96Q: 3 clusters Score -1.704111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157009 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17041118.000000 Penalty: 3890.688721
	Iteration 97Q: 3 clusters Score -1.704112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17041104.000000 Penalty: 3890.688721
	Iteration 98Q: 3 clusters Score -1.70411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17041106.000000 Penalty: 3890.688721
	Iteration 99Q: 3 clusters Score -1.704111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17041108.000000 Penalty: 3890.688721
	Iteration 100F: 3 clusters Score -1.704111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17041102.000000 Penalty: 3890.688721
	Iteration 101Q: 3 clusters Score -1.70411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17041104.000000 Penalty: 3890.688721
	Iteration 102Q: 3 clusters Score -1.70411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17041098.000000 Penalty: 3890.688721
	Iteration 103Q: 3 clusters Score -1.70411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17041092.000000 Penalty: 3890.688721
	Iteration 104Q: 3 clusters Score -1.704109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -17041096.000000 Penalty: 3890.688721
	Iteration 105Q: 3 clusters Score -1.70411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -17041082.000000 Penalty: 3890.688721
	Iteration 106Q: 3 clusters Score -1.704108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17041102.000000 Penalty: 3890.688721
	Iteration 107Q: 3 clusters Score -1.70411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157095 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17041096.000000 Penalty: 3890.688721
	Iteration 108Q: 3 clusters Score -1.70411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17041090.000000 Penalty: 3890.688721
	Iteration 109Q: 3 clusters Score -1.704109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -17041090.000000 Penalty: 3890.688721
	Iteration 110Q: 3 clusters Score -1.704109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -17041088.000000 Penalty: 3890.688721
	Iteration 111Q: 3 clusters Score -1.704109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17041094.000000 Penalty: 3890.688721
	Iteration 112Q: 3 clusters Score -1.704109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -17041100.000000 Penalty: 3890.688721
	Iteration 113Q: 3 clusters Score -1.70411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17041104.000000 Penalty: 3890.688721
	Iteration 114Q: 3 clusters Score -1.70411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17041104.000000 Penalty: 3890.688721
	Iteration 115F: 3 clusters Score -1.70411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Entering Unmasked Estep 
Score: -8028940.500000 Penalty: 1819.752197
	Iteration 0F: 2 clusters Score -8028940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -7979984.000000 Penalty: 3639.504395
	Iteration 0F: 3 clusters Score -7979984 nChanged 34624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -8000230.000000 Penalty: 3639.504395
	Iteration 1F: 3 clusters Score -8000230 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -8001081.000000 Penalty: 3639.504395
	Iteration 2Q: 3 clusters Score -8001081 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -8002368.500000 Penalty: 3639.504395
	Iteration 3Q: 3 clusters Score -8002368 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8004563.000000 Penalty: 3639.504395
	Iteration 4F: 3 clusters Score -8004563 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -8008236.500000 Penalty: 3639.504395
	Iteration 5F: 3 clusters Score -8008236 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -8013498.500000 Penalty: 3639.504395
	Iteration 6F: 3 clusters Score -8013498 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -8019169.000000 Penalty: 3639.504395
	Iteration 7F: 3 clusters Score -8019169 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -8023501.000000 Penalty: 3639.504395
	Iteration 8F: 3 clusters Score -8023501 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -8025840.000000 Penalty: 3639.504395
	Iteration 9Q: 3 clusters Score -8025840 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -8026750.000000 Penalty: 3639.504395
	Iteration 10Q: 3 clusters Score -8026750 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -8027157.000000 Penalty: 3639.504395
	Iteration 11Q: 3 clusters Score -8027157 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -8027347.500000 Penalty: 3639.504395
	Iteration 12Q: 3 clusters Score -8027348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -8027428.000000 Penalty: 3639.504395
	Iteration 13Q: 3 clusters Score -8027428 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -8027482.500000 Penalty: 3639.504395
	Iteration 14Q: 3 clusters Score -8027482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -8027505.500000 Penalty: 3639.504395
	Iteration 15Q: 3 clusters Score -8027506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -8027552.500000 Penalty: 3639.504395
	Iteration 16Q: 3 clusters Score -8027552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -8027570.500000 Penalty: 3639.504395
	Iteration 17Q: 3 clusters Score -8027570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8027579.000000 Penalty: 3639.504395
	Iteration 18Q: 3 clusters Score -8027579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -8027602.500000 Penalty: 3639.504395
	Iteration 19Q: 3 clusters Score -8027602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -8027617.500000 Penalty: 3639.504395
	Iteration 20F: 3 clusters Score -8027618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -8027624.500000 Penalty: 3639.504395
	Iteration 21Q: 3 clusters Score -8027624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -8027638.000000 Penalty: 3639.504395
	Iteration 22Q: 3 clusters Score -8027638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -8027649.500000 Penalty: 3639.504395
	Iteration 23Q: 3 clusters Score -8027650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -8027657.000000 Penalty: 3639.504395
	Iteration 24Q: 3 clusters Score -8027657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -8027648.000000 Penalty: 3639.504395
	Iteration 25Q: 3 clusters Score -8027648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -8027660.500000 Penalty: 3639.504395
	Iteration 26Q: 3 clusters Score -8027660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -8027674.500000 Penalty: 3639.504395
	Iteration 27Q: 3 clusters Score -8027674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -8027677.500000 Penalty: 3639.504395
	Iteration 28Q: 3 clusters Score -8027678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -8027673.000000 Penalty: 3639.504395
	Iteration 29Q: 3 clusters Score -8027673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -8027677.500000 Penalty: 3639.504395
	Iteration 30Q: 3 clusters Score -8027678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -8027670.500000 Penalty: 3639.504395
	Iteration 31Q: 3 clusters Score -8027670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -8027680.000000 Penalty: 3639.504395
	Iteration 32Q: 3 clusters Score -8027680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -8027675.500000 Penalty: 3639.504395
	Iteration 33Q: 3 clusters Score -8027676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -8027678.500000 Penalty: 3639.504395
	Iteration 34Q: 3 clusters Score -8027678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -8027681.500000 Penalty: 3639.504395
	Iteration 35Q: 3 clusters Score -8027682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -8027685.000000 Penalty: 3639.504395
	Iteration 36Q: 3 clusters Score -8027685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -8027685.000000 Penalty: 3639.504395
	Iteration 37F: 3 clusters Score -8027685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122015 members 
Entering Unmasked Estep 
Score: -13356063.000000 Penalty: 1903.183594
	Iteration 0F: 2 clusters Score -1.335606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -13274688.000000 Penalty: 3806.367188
	Iteration 0F: 3 clusters Score -1.327469e+07 nChanged 58585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -13309270.000000 Penalty: 3806.367188
	Iteration 1F: 3 clusters Score -1.330927e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -13310906.000000 Penalty: 3806.367188
	Iteration 2Q: 3 clusters Score -1.331091e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -13314086.000000 Penalty: 3806.367188
	Iteration 3F: 3 clusters Score -1.331409e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -13319686.000000 Penalty: 3806.367188
	Iteration 4F: 3 clusters Score -1.331969e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -13329073.000000 Penalty: 3806.367188
	Iteration 5F: 3 clusters Score -1.332907e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107799 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -13340339.000000 Penalty: 3806.367188
	Iteration 6F: 3 clusters Score -1.334034e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -13348798.000000 Penalty: 3806.367188
	Iteration 7F: 3 clusters Score -1.33488e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -13352875.000000 Penalty: 3806.367188
	Iteration 8Q: 3 clusters Score -1.335288e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13354144.000000 Penalty: 3806.367188
	Iteration 9Q: 3 clusters Score -1.335414e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13354513.000000 Penalty: 3806.367188
	Iteration 10Q: 3 clusters Score -1.335451e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13354668.000000 Penalty: 3806.367188
	Iteration 11Q: 3 clusters Score -1.335467e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13354730.000000 Penalty: 3806.367188
	Iteration 12Q: 3 clusters Score -1.335473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13354773.000000 Penalty: 3806.367188
	Iteration 13Q: 3 clusters Score -1.335477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13354793.000000 Penalty: 3806.367188
	Iteration 14Q: 3 clusters Score -1.335479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121531 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13354789.000000 Penalty: 3806.367188
	Iteration 15Q: 3 clusters Score -1.335479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13354795.000000 Penalty: 3806.367188
	Iteration 16Q: 3 clusters Score -1.33548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13354828.000000 Penalty: 3806.367188
	Iteration 17Q: 3 clusters Score -1.335483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13354831.000000 Penalty: 3806.367188
	Iteration 18Q: 3 clusters Score -1.335483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13354851.000000 Penalty: 3806.367188
	Iteration 19Q: 3 clusters Score -1.335485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13354849.000000 Penalty: 3806.367188
	Iteration 20F: 3 clusters Score -1.335485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13354852.000000 Penalty: 3806.367188
	Iteration 21Q: 3 clusters Score -1.335485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13354852.000000 Penalty: 3806.367188
	Iteration 22F: 3 clusters Score -1.335485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -222231.609375 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -222231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220163.796875 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -220163.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220579.656250 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -220579.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220666.656250 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -220666.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -220711.656250 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -220711.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220733.859375 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -220733.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220755.500000 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -220755.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220774.046875 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -220774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220788.828125 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -220788.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -220798.265625 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -220798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220806.656250 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -220806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220818.500000 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -220818.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220829.265625 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -220829.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220838.703125 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -220838.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220844.515625 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -220844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -220849.296875 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -220849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -220854.937500 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -220854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -220862.421875 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -220862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -220867.203125 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -220867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220869.328125 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -220869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -220870.843750 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -220870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -220871.343750 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -220871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -220872.093750 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -220872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -220872.859375 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -220872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -220874.328125 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -220874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220875.328125 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -220875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -220876.406250 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -220876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -220877.671875 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -220877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -220878.468750 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -220878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -220879.625000 Penalty: 2475.612061
	Iteration 28Q: 3 clusters Score -220879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -220880.828125 Penalty: 2475.612061
	Iteration 29Q: 3 clusters Score -220880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -220881.421875 Penalty: 2475.612061
	Iteration 30Q: 3 clusters Score -220881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220882.671875 Penalty: 2475.612061
	Iteration 31Q: 3 clusters Score -220882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220883.171875 Penalty: 2475.612061
	Iteration 32Q: 3 clusters Score -220883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220883.171875 Penalty: 2475.612061
	Iteration 33F: 3 clusters Score -220883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -295355.625000 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -295355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -292735.031250 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -292735 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -293404.093750 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -293404.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -293511.968750 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -293512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -293566.343750 Penalty: 2581.729492
	Iteration 3Q: 3 clusters Score -293566.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -293602.281250 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -293602.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -293625.187500 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -293625.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -293647.156250 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -293647.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -293665.375000 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -293665.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -293677.406250 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -293677.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -293685.531250 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -293685.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -293694.656250 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -293694.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -293702.062500 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -293702.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -293706.125000 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -293706.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -293710.062500 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -293710.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -293716.468750 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -293716.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -293722.375000 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -293722.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -293728.500000 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -293728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -293730.593750 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -293730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -293732.937500 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -293732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -293735.500000 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -293735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -293736.718750 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -293736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -293738.500000 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -293738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -293738.687500 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -293738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -293740.718750 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -293740.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -293743.968750 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -293744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -293747.593750 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -293747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -293751.937500 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -293751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -293754.437500 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -293754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -293757.812500 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -293757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -293761.500000 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -293761.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -293763.812500 Penalty: 2581.729492
	Iteration 30Q: 3 clusters Score -293763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -293764.906250 Penalty: 2581.729492
	Iteration 31Q: 3 clusters Score -293764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -293767.125000 Penalty: 2581.729492
	Iteration 32Q: 3 clusters Score -293767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -293768.656250 Penalty: 2581.729492
	Iteration 33Q: 3 clusters Score -293768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -293772.906250 Penalty: 2581.729492
	Iteration 34Q: 3 clusters Score -293772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -293776.500000 Penalty: 2581.729492
	Iteration 35Q: 3 clusters Score -293776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -293778.968750 Penalty: 2581.729492
	Iteration 36Q: 3 clusters Score -293779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -293780.562500 Penalty: 2581.729492
	Iteration 37Q: 3 clusters Score -293780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -293783.062500 Penalty: 2581.729492
	Iteration 38Q: 3 clusters Score -293783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -293785.187500 Penalty: 2581.729492
	Iteration 39Q: 3 clusters Score -293785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -293786.250000 Penalty: 2581.729492
	Iteration 40F: 3 clusters Score -293786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -293787.031250 Penalty: 2581.729492
	Iteration 41Q: 3 clusters Score -293787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -293788.937500 Penalty: 2581.729492
	Iteration 42Q: 3 clusters Score -293788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -293791.062500 Penalty: 2581.729492
	Iteration 43Q: 3 clusters Score -293791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -293791.812500 Penalty: 2581.729492
	Iteration 44Q: 3 clusters Score -293791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -293791.812500 Penalty: 2581.729492
	Iteration 45F: 3 clusters Score -293791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -134137.875000 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -134137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132535.671875 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -132535.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132825.687500 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -132825.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -132904.671875 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -132904.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132958.609375 Penalty: 2312.300049
	Iteration 3F: 3 clusters Score -132958.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132988.828125 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -132988.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133016.140625 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -133016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133027.906250 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -133027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133033.343750 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -133033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133034.437500 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -133034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133036.671875 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -133036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133036.968750 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -133037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133036.968750 Penalty: 2312.300049
	Iteration 11F: 3 clusters Score -133037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -152919.312500 Penalty: 1177.302979
	Iteration 0F: 2 clusters Score -152919.3 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 661 members 
Entering Unmasked Estep 
Score: -151219.359375 Penalty: 2354.605957
	Iteration 0F: 3 clusters Score -151219.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151557.984375 Penalty: 2354.605957
	Iteration 1F: 3 clusters Score -151558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151629.625000 Penalty: 2354.605957
	Iteration 2F: 3 clusters Score -151629.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -151669.500000 Penalty: 2354.605957
	Iteration 3Q: 3 clusters Score -151669.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151686.734375 Penalty: 2354.605957
	Iteration 4Q: 3 clusters Score -151686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151698.140625 Penalty: 2354.605957
	Iteration 5Q: 3 clusters Score -151698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151704.796875 Penalty: 2354.605957
	Iteration 6Q: 3 clusters Score -151704.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -151712.390625 Penalty: 2354.605957
	Iteration 7Q: 3 clusters Score -151712.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -151718.000000 Penalty: 2354.605957
	Iteration 8Q: 3 clusters Score -151718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151723.359375 Penalty: 2354.605957
	Iteration 9Q: 3 clusters Score -151723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151726.375000 Penalty: 2354.605957
	Iteration 10Q: 3 clusters Score -151726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151728.140625 Penalty: 2354.605957
	Iteration 11Q: 3 clusters Score -151728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -151730.718750 Penalty: 2354.605957
	Iteration 12Q: 3 clusters Score -151730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -151737.125000 Penalty: 2354.605957
	Iteration 13Q: 3 clusters Score -151737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151743.734375 Penalty: 2354.605957
	Iteration 14Q: 3 clusters Score -151743.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151748.890625 Penalty: 2354.605957
	Iteration 15Q: 3 clusters Score -151748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151756.468750 Penalty: 2354.605957
	Iteration 16Q: 3 clusters Score -151756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151760.250000 Penalty: 2354.605957
	Iteration 17Q: 3 clusters Score -151760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -151762.406250 Penalty: 2354.605957
	Iteration 18Q: 3 clusters Score -151762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151765.468750 Penalty: 2354.605957
	Iteration 19Q: 3 clusters Score -151765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -151769.281250 Penalty: 2354.605957
	Iteration 20F: 3 clusters Score -151769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151773.375000 Penalty: 2354.605957
	Iteration 21Q: 3 clusters Score -151773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151775.171875 Penalty: 2354.605957
	Iteration 22Q: 3 clusters Score -151775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -151779.906250 Penalty: 2354.605957
	Iteration 23Q: 3 clusters Score -151779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -151786.031250 Penalty: 2354.605957
	Iteration 24Q: 3 clusters Score -151786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -151791.671875 Penalty: 2354.605957
	Iteration 25Q: 3 clusters Score -151791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -151792.968750 Penalty: 2354.605957
	Iteration 26Q: 3 clusters Score -151793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -151796.593750 Penalty: 2354.605957
	Iteration 27Q: 3 clusters Score -151796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -151798.250000 Penalty: 2354.605957
	Iteration 28Q: 3 clusters Score -151798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151799.421875 Penalty: 2354.605957
	Iteration 29Q: 3 clusters Score -151799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -151800.859375 Penalty: 2354.605957
	Iteration 30Q: 3 clusters Score -151800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -151800.921875 Penalty: 2354.605957
	Iteration 31Q: 3 clusters Score -151800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -151800.921875 Penalty: 2354.605957
	Iteration 32F: 3 clusters Score -151800.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Entering Unmasked Estep 
Score: -1625548.625000 Penalty: 1559.274292
	Iteration 0F: 2 clusters Score -1625549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1615396.625000 Penalty: 3118.548584
	Iteration 0F: 3 clusters Score -1615397 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1618954.500000 Penalty: 3118.548584
	Iteration 1F: 3 clusters Score -1618954 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1619200.500000 Penalty: 3118.548584
	Iteration 2F: 3 clusters Score -1619200 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1619415.625000 Penalty: 3118.548584
	Iteration 3Q: 3 clusters Score -1619416 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1619582.500000 Penalty: 3118.548584
	Iteration 4Q: 3 clusters Score -1619582 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1619750.625000 Penalty: 3118.548584
	Iteration 5Q: 3 clusters Score -1619751 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1619945.500000 Penalty: 3118.548584
	Iteration 6Q: 3 clusters Score -1619946 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1620167.250000 Penalty: 3118.548584
	Iteration 7Q: 3 clusters Score -1620167 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1620493.875000 Penalty: 3118.548584
	Iteration 8Q: 3 clusters Score -1620494 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1620901.875000 Penalty: 3118.548584
	Iteration 9Q: 3 clusters Score -1620902 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1621344.250000 Penalty: 3118.548584
	Iteration 10Q: 3 clusters Score -1621344 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1621817.000000 Penalty: 3118.548584
	Iteration 11Q: 3 clusters Score -1621817 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1622247.875000 Penalty: 3118.548584
	Iteration 12Q: 3 clusters Score -1622248 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1622552.625000 Penalty: 3118.548584
	Iteration 13Q: 3 clusters Score -1622553 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1622776.750000 Penalty: 3118.548584
	Iteration 14Q: 3 clusters Score -1622777 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1622918.875000 Penalty: 3118.548584
	Iteration 15Q: 3 clusters Score -1622919 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1623023.375000 Penalty: 3118.548584
	Iteration 16Q: 3 clusters Score -1623023 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1623101.250000 Penalty: 3118.548584
	Iteration 17Q: 3 clusters Score -1623101 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1623161.500000 Penalty: 3118.548584
	Iteration 18Q: 3 clusters Score -1623162 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1623215.875000 Penalty: 3118.548584
	Iteration 19Q: 3 clusters Score -1623216 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1623266.375000 Penalty: 3118.548584
	Iteration 20F: 3 clusters Score -1623266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1623324.625000 Penalty: 3118.548584
	Iteration 21Q: 3 clusters Score -1623325 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1623375.125000 Penalty: 3118.548584
	Iteration 22Q: 3 clusters Score -1623375 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1623431.250000 Penalty: 3118.548584
	Iteration 23Q: 3 clusters Score -1623431 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1623489.875000 Penalty: 3118.548584
	Iteration 24Q: 3 clusters Score -1623490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1623554.125000 Penalty: 3118.548584
	Iteration 25Q: 3 clusters Score -1623554 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1623621.625000 Penalty: 3118.548584
	Iteration 26Q: 3 clusters Score -1623622 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1623695.750000 Penalty: 3118.548584
	Iteration 27Q: 3 clusters Score -1623696 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1623770.500000 Penalty: 3118.548584
	Iteration 28Q: 3 clusters Score -1623770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1623841.375000 Penalty: 3118.548584
	Iteration 29Q: 3 clusters Score -1623841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1623897.250000 Penalty: 3118.548584
	Iteration 30Q: 3 clusters Score -1623897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1623945.875000 Penalty: 3118.548584
	Iteration 31Q: 3 clusters Score -1623946 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1623990.375000 Penalty: 3118.548584
	Iteration 32Q: 3 clusters Score -1623990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1624034.750000 Penalty: 3118.548584
	Iteration 33Q: 3 clusters Score -1624035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1624067.625000 Penalty: 3118.548584
	Iteration 34Q: 3 clusters Score -1624068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1624100.500000 Penalty: 3118.548584
	Iteration 35Q: 3 clusters Score -1624100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1624136.375000 Penalty: 3118.548584
	Iteration 36Q: 3 clusters Score -1624136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1624158.125000 Penalty: 3118.548584
	Iteration 37Q: 3 clusters Score -1624158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1624170.875000 Penalty: 3118.548584
	Iteration 38Q: 3 clusters Score -1624171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1624180.875000 Penalty: 3118.548584
	Iteration 39Q: 3 clusters Score -1624181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1624191.500000 Penalty: 3118.548584
	Iteration 40F: 3 clusters Score -1624192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1624196.875000 Penalty: 3118.548584
	Iteration 41Q: 3 clusters Score -1624197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1624201.875000 Penalty: 3118.548584
	Iteration 42Q: 3 clusters Score -1624202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1624203.625000 Penalty: 3118.548584
	Iteration 43Q: 3 clusters Score -1624204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1624211.000000 Penalty: 3118.548584
	Iteration 44Q: 3 clusters Score -1624211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1624213.750000 Penalty: 3118.548584
	Iteration 45Q: 3 clusters Score -1624214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1624214.875000 Penalty: 3118.548584
	Iteration 46Q: 3 clusters Score -1624215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1624218.500000 Penalty: 3118.548584
	Iteration 47Q: 3 clusters Score -1624218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1624219.625000 Penalty: 3118.548584
	Iteration 48Q: 3 clusters Score -1624220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1624218.625000 Penalty: 3118.548584
	Iteration 49Q: 3 clusters Score -1624219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1624218.625000 Penalty: 3118.548584
	Iteration 50F: 3 clusters Score -1624219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -307171.781250 Penalty: 1292.927490
	Iteration 0F: 2 clusters Score -307171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -304732.812500 Penalty: 2585.854980
	Iteration 0F: 3 clusters Score -304732.8 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -305877.500000 Penalty: 2585.854980
	Iteration 1F: 3 clusters Score -305877.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -306276.718750 Penalty: 2585.854980
	Iteration 2F: 3 clusters Score -306276.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -306594.906250 Penalty: 2585.854980
	Iteration 3F: 3 clusters Score -306594.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -306827.312500 Penalty: 2585.854980
	Iteration 4F: 3 clusters Score -306827.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -306988.281250 Penalty: 2585.854980
	Iteration 5Q: 3 clusters Score -306988.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -307087.156250 Penalty: 2585.854980
	Iteration 6Q: 3 clusters Score -307087.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -307163.718750 Penalty: 2585.854980
	Iteration 7Q: 3 clusters Score -307163.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -307212.000000 Penalty: 2585.854980
	Iteration 8Q: 3 clusters Score -307212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -307241.500000 Penalty: 2585.854980
	Iteration 9Q: 3 clusters Score -307241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -307249.343750 Penalty: 2585.854980
	Iteration 10Q: 3 clusters Score -307249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -307253.531250 Penalty: 2585.854980
	Iteration 11Q: 3 clusters Score -307253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -307253.750000 Penalty: 2585.854980
	Iteration 12Q: 3 clusters Score -307253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -307254.062500 Penalty: 2585.854980
	Iteration 13Q: 3 clusters Score -307254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -307254.062500 Penalty: 2585.854980
	Iteration 14F: 3 clusters Score -307254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158158 members 
Mstep: Class 4 contains 73019 members 
Mstep: Class 5 contains 122015 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 21153 members 
Mstep: Class 13 contains 27115 members 
Mstep: Class 14 contains 155864 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42092 members 
Mstep: Class 18 contains 61669 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 37898 members 
Entering Unmasked Estep 
Score: -98867528.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98868552.000000 to -98867528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (21153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Entering Unmasked Estep 
Score: -2327984.500000 Penalty: 1618.424805
	Iteration 0F: 2 clusters Score -2327984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2313557.750000 Penalty: 3236.849609
	Iteration 0F: 3 clusters Score -2313558 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2318783.500000 Penalty: 3236.849609
	Iteration 1F: 3 clusters Score -2318784 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2319292.750000 Penalty: 3236.849609
	Iteration 2F: 3 clusters Score -2319293 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2319860.250000 Penalty: 3236.849609
	Iteration 3F: 3 clusters Score -2319860 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2320503.250000 Penalty: 3236.849609
	Iteration 4F: 3 clusters Score -2320503 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2321260.000000 Penalty: 3236.849609
	Iteration 5F: 3 clusters Score -2321260 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2322152.000000 Penalty: 3236.849609
	Iteration 6F: 3 clusters Score -2322152 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2323168.250000 Penalty: 3236.849609
	Iteration 7F: 3 clusters Score -2323168 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2324182.750000 Penalty: 3236.849609
	Iteration 8F: 3 clusters Score -2324183 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2324958.500000 Penalty: 3236.849609
	Iteration 9Q: 3 clusters Score -2324958 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2325587.250000 Penalty: 3236.849609
	Iteration 10Q: 3 clusters Score -2325587 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2326058.000000 Penalty: 3236.849609
	Iteration 11Q: 3 clusters Score -2326058 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2326391.500000 Penalty: 3236.849609
	Iteration 12Q: 3 clusters Score -2326392 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2326569.000000 Penalty: 3236.849609
	Iteration 13Q: 3 clusters Score -2326569 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2326673.250000 Penalty: 3236.849609
	Iteration 14Q: 3 clusters Score -2326673 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2326737.250000 Penalty: 3236.849609
	Iteration 15Q: 3 clusters Score -2326737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2326783.750000 Penalty: 3236.849609
	Iteration 16Q: 3 clusters Score -2326784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2326814.250000 Penalty: 3236.849609
	Iteration 17Q: 3 clusters Score -2326814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2326829.000000 Penalty: 3236.849609
	Iteration 18Q: 3 clusters Score -2326829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2326838.500000 Penalty: 3236.849609
	Iteration 19Q: 3 clusters Score -2326838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2326839.250000 Penalty: 3236.849609
	Iteration 20F: 3 clusters Score -2326839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2326841.750000 Penalty: 3236.849609
	Iteration 21Q: 3 clusters Score -2326842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2326846.500000 Penalty: 3236.849609
	Iteration 22Q: 3 clusters Score -2326846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2326849.250000 Penalty: 3236.849609
	Iteration 23Q: 3 clusters Score -2326849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2326850.500000 Penalty: 3236.849609
	Iteration 24Q: 3 clusters Score -2326850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2326860.250000 Penalty: 3236.849609
	Iteration 25Q: 3 clusters Score -2326860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2326862.750000 Penalty: 3236.849609
	Iteration 26Q: 3 clusters Score -2326863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2326862.000000 Penalty: 3236.849609
	Iteration 27Q: 3 clusters Score -2326862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2326863.750000 Penalty: 3236.849609
	Iteration 28Q: 3 clusters Score -2326864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2326863.750000 Penalty: 3236.849609
	Iteration 29Q: 3 clusters Score -2326864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2326868.000000 Penalty: 3236.849609
	Iteration 30Q: 3 clusters Score -2326868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2326866.500000 Penalty: 3236.849609
	Iteration 31Q: 3 clusters Score -2326866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2326868.750000 Penalty: 3236.849609
	Iteration 32Q: 3 clusters Score -2326869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2326873.500000 Penalty: 3236.849609
	Iteration 33Q: 3 clusters Score -2326874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2326879.250000 Penalty: 3236.849609
	Iteration 34Q: 3 clusters Score -2326879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2326882.500000 Penalty: 3236.849609
	Iteration 35Q: 3 clusters Score -2326882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2326884.500000 Penalty: 3236.849609
	Iteration 36Q: 3 clusters Score -2326884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2326890.000000 Penalty: 3236.849609
	Iteration 37Q: 3 clusters Score -2326890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2326890.750000 Penalty: 3236.849609
	Iteration 38Q: 3 clusters Score -2326891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2326894.250000 Penalty: 3236.849609
	Iteration 39Q: 3 clusters Score -2326894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2326901.250000 Penalty: 3236.849609
	Iteration 40F: 3 clusters Score -2326901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2326902.000000 Penalty: 3236.849609
	Iteration 41Q: 3 clusters Score -2326902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2326909.000000 Penalty: 3236.849609
	Iteration 42Q: 3 clusters Score -2326909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2326911.750000 Penalty: 3236.849609
	Iteration 43Q: 3 clusters Score -2326912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2326912.000000 Penalty: 3236.849609
	Iteration 44Q: 3 clusters Score -2326912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2326917.000000 Penalty: 3236.849609
	Iteration 45Q: 3 clusters Score -2326917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2326920.250000 Penalty: 3236.849609
	Iteration 46Q: 3 clusters Score -2326920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2326924.500000 Penalty: 3236.849609
	Iteration 47Q: 3 clusters Score -2326924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2326922.250000 Penalty: 3236.849609
	Iteration 48Q: 3 clusters Score -2326922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2326929.500000 Penalty: 3236.849609
	Iteration 49Q: 3 clusters Score -2326930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2326932.250000 Penalty: 3236.849609
	Iteration 50Q: 3 clusters Score -2326932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2326931.250000 Penalty: 3236.849609
	Iteration 51Q: 3 clusters Score -2326931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2326931.500000 Penalty: 3236.849609
	Iteration 52Q: 3 clusters Score -2326932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2326931.750000 Penalty: 3236.849609
	Iteration 53Q: 3 clusters Score -2326932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2326933.500000 Penalty: 3236.849609
	Iteration 54Q: 3 clusters Score -2326934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2326935.750000 Penalty: 3236.849609
	Iteration 55Q: 3 clusters Score -2326936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2326935.750000 Penalty: 3236.849609
	Iteration 56F: 3 clusters Score -2326936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Entering Unmasked Estep 
Score: -2992909.750000 Penalty: 1658.774414
	Iteration 0F: 2 clusters Score -2992910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2974668.750000 Penalty: 3317.548828
	Iteration 0F: 3 clusters Score -2974669 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2981509.500000 Penalty: 3317.548828
	Iteration 1F: 3 clusters Score -2981510 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2982013.750000 Penalty: 3317.548828
	Iteration 2Q: 3 clusters Score -2982014 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2982578.250000 Penalty: 3317.548828
	Iteration 3Q: 3 clusters Score -2982578 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2983345.250000 Penalty: 3317.548828
	Iteration 4F: 3 clusters Score -2983345 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2984409.250000 Penalty: 3317.548828
	Iteration 5F: 3 clusters Score -2984409 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2985952.250000 Penalty: 3317.548828
	Iteration 6F: 3 clusters Score -2985952 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2987587.250000 Penalty: 3317.548828
	Iteration 7F: 3 clusters Score -2987587 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2988982.500000 Penalty: 3317.548828
	Iteration 8F: 3 clusters Score -2988982 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2990015.000000 Penalty: 3317.548828
	Iteration 9Q: 3 clusters Score -2990015 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2990558.500000 Penalty: 3317.548828
	Iteration 10Q: 3 clusters Score -2990558 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2990824.000000 Penalty: 3317.548828
	Iteration 11Q: 3 clusters Score -2990824 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2990980.250000 Penalty: 3317.548828
	Iteration 12Q: 3 clusters Score -2990980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2991101.250000 Penalty: 3317.548828
	Iteration 13Q: 3 clusters Score -2991101 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2991214.000000 Penalty: 3317.548828
	Iteration 14Q: 3 clusters Score -2991214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2991269.500000 Penalty: 3317.548828
	Iteration 15Q: 3 clusters Score -2991270 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2991321.250000 Penalty: 3317.548828
	Iteration 16Q: 3 clusters Score -2991321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -2991365.750000 Penalty: 3317.548828
	Iteration 17Q: 3 clusters Score -2991366 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2991401.750000 Penalty: 3317.548828
	Iteration 18Q: 3 clusters Score -2991402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2991440.000000 Penalty: 3317.548828
	Iteration 19Q: 3 clusters Score -2991440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2991472.000000 Penalty: 3317.548828
	Iteration 20F: 3 clusters Score -2991472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2991494.000000 Penalty: 3317.548828
	Iteration 21Q: 3 clusters Score -2991494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2991506.750000 Penalty: 3317.548828
	Iteration 22Q: 3 clusters Score -2991507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -2991520.250000 Penalty: 3317.548828
	Iteration 23Q: 3 clusters Score -2991520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2991533.000000 Penalty: 3317.548828
	Iteration 24Q: 3 clusters Score -2991533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2991546.750000 Penalty: 3317.548828
	Iteration 25Q: 3 clusters Score -2991547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -2991544.000000 Penalty: 3317.548828
	Iteration 26Q: 3 clusters Score -2991544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2991557.750000 Penalty: 3317.548828
	Iteration 27Q: 3 clusters Score -2991558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2991563.250000 Penalty: 3317.548828
	Iteration 28Q: 3 clusters Score -2991563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2991562.750000 Penalty: 3317.548828
	Iteration 29Q: 3 clusters Score -2991563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2991573.750000 Penalty: 3317.548828
	Iteration 30Q: 3 clusters Score -2991574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2991574.750000 Penalty: 3317.548828
	Iteration 31Q: 3 clusters Score -2991575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2991579.750000 Penalty: 3317.548828
	Iteration 32Q: 3 clusters Score -2991580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -2991580.500000 Penalty: 3317.548828
	Iteration 33Q: 3 clusters Score -2991580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2991584.500000 Penalty: 3317.548828
	Iteration 34Q: 3 clusters Score -2991584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2991581.500000 Penalty: 3317.548828
	Iteration 35Q: 3 clusters Score -2991582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2991585.000000 Penalty: 3317.548828
	Iteration 36Q: 3 clusters Score -2991585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -2991585.500000 Penalty: 3317.548828
	Iteration 37Q: 3 clusters Score -2991586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -2991588.000000 Penalty: 3317.548828
	Iteration 38Q: 3 clusters Score -2991588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2991593.750000 Penalty: 3317.548828
	Iteration 39Q: 3 clusters Score -2991594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2991597.000000 Penalty: 3317.548828
	Iteration 40F: 3 clusters Score -2991597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2991601.500000 Penalty: 3317.548828
	Iteration 41Q: 3 clusters Score -2991602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -2991601.250000 Penalty: 3317.548828
	Iteration 42Q: 3 clusters Score -2991601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -2991605.250000 Penalty: 3317.548828
	Iteration 43Q: 3 clusters Score -2991605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2991606.250000 Penalty: 3317.548828
	Iteration 44Q: 3 clusters Score -2991606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2991611.500000 Penalty: 3317.548828
	Iteration 45Q: 3 clusters Score -2991612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2991608.750000 Penalty: 3317.548828
	Iteration 46Q: 3 clusters Score -2991609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2991612.500000 Penalty: 3317.548828
	Iteration 47Q: 3 clusters Score -2991612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2991613.000000 Penalty: 3317.548828
	Iteration 48Q: 3 clusters Score -2991613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2991613.000000 Penalty: 3317.548828
	Iteration 49Q: 3 clusters Score -2991613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2991612.500000 Penalty: 3317.548828
	Iteration 50Q: 3 clusters Score -2991612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2991614.250000 Penalty: 3317.548828
	Iteration 51Q: 3 clusters Score -2991614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2991618.500000 Penalty: 3317.548828
	Iteration 52Q: 3 clusters Score -2991618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2991610.500000 Penalty: 3317.548828
	Iteration 53Q: 3 clusters Score -2991610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -2991613.500000 Penalty: 3317.548828
	Iteration 54Q: 3 clusters Score -2991614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2991621.250000 Penalty: 3317.548828
	Iteration 55Q: 3 clusters Score -2991621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2991617.750000 Penalty: 3317.548828
	Iteration 56Q: 3 clusters Score -2991618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2991618.750000 Penalty: 3317.548828
	Iteration 57Q: 3 clusters Score -2991619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2991621.250000 Penalty: 3317.548828
	Iteration 58Q: 3 clusters Score -2991621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2991620.000000 Penalty: 3317.548828
	Iteration 59Q: 3 clusters Score -2991620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2991620.000000 Penalty: 3317.548828
	Iteration 60F: 3 clusters Score -2991620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Entering Unmasked Estep 
Score: -16833452.000000 Penalty: 1942.970215
	Iteration 0F: 2 clusters Score -1.683345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -16730870.000000 Penalty: 3885.940430
	Iteration 0F: 3 clusters Score -1.673087e+07 nChanged 75232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -16775510.000000 Penalty: 3885.940430
	Iteration 1F: 3 clusters Score -1.677551e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -16776979.000000 Penalty: 3885.940430
	Iteration 2Q: 3 clusters Score -1.677698e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -16779416.000000 Penalty: 3885.940430
	Iteration 3Q: 3 clusters Score -1.677942e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -16783864.000000 Penalty: 3885.940430
	Iteration 4F: 3 clusters Score -1.678386e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -16791364.000000 Penalty: 3885.940430
	Iteration 5F: 3 clusters Score -1.679136e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -16802806.000000 Penalty: 3885.940430
	Iteration 6F: 3 clusters Score -1.680281e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -16815030.000000 Penalty: 3885.940430
	Iteration 7F: 3 clusters Score -1.681503e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -16821274.000000 Penalty: 3885.940430
	Iteration 8F: 3 clusters Score -1.682127e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -16823008.000000 Penalty: 3885.940430
	Iteration 9Q: 3 clusters Score -1.682301e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -16823754.000000 Penalty: 3885.940430
	Iteration 10Q: 3 clusters Score -1.682375e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 109990 members 
Entering Unmasked Estep 
Score: -16824204.000000 Penalty: 3885.940430
	Iteration 11Q: 3 clusters Score -1.68242e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -16824498.000000 Penalty: 3885.940430
	Iteration 12Q: 3 clusters Score -1.68245e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -16824652.000000 Penalty: 3885.940430
	Iteration 13Q: 3 clusters Score -1.682465e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 110350 members 
Entering Unmasked Estep 
Score: -16824880.000000 Penalty: 3885.940430
	Iteration 14Q: 3 clusters Score -1.682488e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -16825000.000000 Penalty: 3885.940430
	Iteration 15Q: 3 clusters Score -1.6825e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -16825018.000000 Penalty: 3885.940430
	Iteration 16Q: 3 clusters Score -1.682502e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -16825016.000000 Penalty: 3885.940430
	Iteration 17Q: 3 clusters Score -1.682502e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -16825028.000000 Penalty: 3885.940430
	Iteration 18Q: 3 clusters Score -1.682503e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -16825008.000000 Penalty: 3885.940430
	Iteration 19Q: 3 clusters Score -1.682501e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -16824974.000000 Penalty: 3885.940430
	Iteration 20F: 3 clusters Score -1.682497e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 109980 members 
Entering Unmasked Estep 
Score: -16824974.000000 Penalty: 3885.940430
	Iteration 21Q: 3 clusters Score -1.682497e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -16825002.000000 Penalty: 3885.940430
	Iteration 22Q: 3 clusters Score -1.6825e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -16825002.000000 Penalty: 3885.940430
	Iteration 23Q: 3 clusters Score -1.6825e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -16825012.000000 Penalty: 3885.940430
	Iteration 24Q: 3 clusters Score -1.682501e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -16825030.000000 Penalty: 3885.940430
	Iteration 25Q: 3 clusters Score -1.682503e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -16825030.000000 Penalty: 3885.940430
	Iteration 26Q: 3 clusters Score -1.682503e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -16825032.000000 Penalty: 3885.940430
	Iteration 27Q: 3 clusters Score -1.682503e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 109406 members 
Entering Unmasked Estep 
Score: -16825052.000000 Penalty: 3885.940430
	Iteration 28Q: 3 clusters Score -1.682505e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -16825076.000000 Penalty: 3885.940430
	Iteration 29Q: 3 clusters Score -1.682508e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -16825058.000000 Penalty: 3885.940430
	Iteration 30Q: 3 clusters Score -1.682506e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 109177 members 
Entering Unmasked Estep 
Score: -16825036.000000 Penalty: 3885.940430
	Iteration 31Q: 3 clusters Score -1.682504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -16825026.000000 Penalty: 3885.940430
	Iteration 32Q: 3 clusters Score -1.682503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -16825042.000000 Penalty: 3885.940430
	Iteration 33Q: 3 clusters Score -1.682504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -16825040.000000 Penalty: 3885.940430
	Iteration 34Q: 3 clusters Score -1.682504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 108975 members 
Entering Unmasked Estep 
Score: -16825032.000000 Penalty: 3885.940430
	Iteration 35Q: 3 clusters Score -1.682503e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -16825016.000000 Penalty: 3885.940430
	Iteration 36Q: 3 clusters Score -1.682502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -16825020.000000 Penalty: 3885.940430
	Iteration 37Q: 3 clusters Score -1.682502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -16825026.000000 Penalty: 3885.940430
	Iteration 38Q: 3 clusters Score -1.682503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -16825030.000000 Penalty: 3885.940430
	Iteration 39Q: 3 clusters Score -1.682503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -16825026.000000 Penalty: 3885.940430
	Iteration 40F: 3 clusters Score -1.682503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -16825032.000000 Penalty: 3885.940430
	Iteration 41Q: 3 clusters Score -1.682503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -16825050.000000 Penalty: 3885.940430
	Iteration 42Q: 3 clusters Score -1.682505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
Score: -16825046.000000 Penalty: 3885.940430
	Iteration 43Q: 3 clusters Score -1.682505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -16825030.000000 Penalty: 3885.940430
	Iteration 44Q: 3 clusters Score -1.682503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -16825036.000000 Penalty: 3885.940430
	Iteration 45Q: 3 clusters Score -1.682504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -16825028.000000 Penalty: 3885.940430
	Iteration 46Q: 3 clusters Score -1.682503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -16825004.000000 Penalty: 3885.940430
	Iteration 47Q: 3 clusters Score -1.6825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -16824998.000000 Penalty: 3885.940430
	Iteration 48Q: 3 clusters Score -1.6825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 108656 members 
Entering Unmasked Estep 
Score: -16825008.000000 Penalty: 3885.940430
	Iteration 49Q: 3 clusters Score -1.682501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -16825018.000000 Penalty: 3885.940430
	Iteration 50Q: 3 clusters Score -1.682502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -16825016.000000 Penalty: 3885.940430
	Iteration 51Q: 3 clusters Score -1.682502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 108629 members 
Entering Unmasked Estep 
Score: -16825024.000000 Penalty: 3885.940430
	Iteration 52Q: 3 clusters Score -1.682502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -16825016.000000 Penalty: 3885.940430
	Iteration 53Q: 3 clusters Score -1.682502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -16825012.000000 Penalty: 3885.940430
	Iteration 54Q: 3 clusters Score -1.682501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -16825002.000000 Penalty: 3885.940430
	Iteration 55Q: 3 clusters Score -1.6825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -16825016.000000 Penalty: 3885.940430
	Iteration 56Q: 3 clusters Score -1.682502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -16825012.000000 Penalty: 3885.940430
	Iteration 57Q: 3 clusters Score -1.682501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -16825016.000000 Penalty: 3885.940430
	Iteration 58Q: 3 clusters Score -1.682502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -16825020.000000 Penalty: 3885.940430
	Iteration 59Q: 3 clusters Score -1.682502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -16825020.000000 Penalty: 3885.940430
	Iteration 60F: 3 clusters Score -1.682502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -3293894.000000 Penalty: 1674.808960
	Iteration 0F: 2 clusters Score -3293894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3273604.000000 Penalty: 3349.617920
	Iteration 0F: 3 clusters Score -3273604 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3281167.000000 Penalty: 3349.617920
	Iteration 1F: 3 clusters Score -3281167 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3281455.000000 Penalty: 3349.617920
	Iteration 2Q: 3 clusters Score -3281455 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3281781.000000 Penalty: 3349.617920
	Iteration 3Q: 3 clusters Score -3281781 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3282130.000000 Penalty: 3349.617920
	Iteration 4Q: 3 clusters Score -3282130 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3282553.750000 Penalty: 3349.617920
	Iteration 5Q: 3 clusters Score -3282554 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3283129.750000 Penalty: 3349.617920
	Iteration 6Q: 3 clusters Score -3283130 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3284029.250000 Penalty: 3349.617920
	Iteration 7F: 3 clusters Score -3284029 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3285450.500000 Penalty: 3349.617920
	Iteration 8F: 3 clusters Score -3285450 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3287388.500000 Penalty: 3349.617920
	Iteration 9F: 3 clusters Score -3287388 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3289442.750000 Penalty: 3349.617920
	Iteration 10F: 3 clusters Score -3289443 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3290946.000000 Penalty: 3349.617920
	Iteration 11F: 3 clusters Score -3290946 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3291763.250000 Penalty: 3349.617920
	Iteration 12Q: 3 clusters Score -3291763 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3292132.250000 Penalty: 3349.617920
	Iteration 13Q: 3 clusters Score -3292132 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3292279.250000 Penalty: 3349.617920
	Iteration 14Q: 3 clusters Score -3292279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3292326.250000 Penalty: 3349.617920
	Iteration 15Q: 3 clusters Score -3292326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3292362.500000 Penalty: 3349.617920
	Iteration 16Q: 3 clusters Score -3292362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3292393.250000 Penalty: 3349.617920
	Iteration 17Q: 3 clusters Score -3292393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3292410.000000 Penalty: 3349.617920
	Iteration 18Q: 3 clusters Score -3292410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3292419.500000 Penalty: 3349.617920
	Iteration 19Q: 3 clusters Score -3292420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3292422.500000 Penalty: 3349.617920
	Iteration 20F: 3 clusters Score -3292422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3292424.500000 Penalty: 3349.617920
	Iteration 21Q: 3 clusters Score -3292424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3292432.750000 Penalty: 3349.617920
	Iteration 22Q: 3 clusters Score -3292433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3292432.750000 Penalty: 3349.617920
	Iteration 23F: 3 clusters Score -3292433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -359856.031250 Penalty: 1318.090820
	Iteration 0F: 2 clusters Score -359856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356942.187500 Penalty: 2636.181641
	Iteration 0F: 3 clusters Score -356942.2 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -357705.031250 Penalty: 2636.181641
	Iteration 1F: 3 clusters Score -357705 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -357864.625000 Penalty: 2636.181641
	Iteration 2F: 3 clusters Score -357864.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -357995.937500 Penalty: 2636.181641
	Iteration 3F: 3 clusters Score -357995.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -358105.250000 Penalty: 2636.181641
	Iteration 4Q: 3 clusters Score -358105.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -358192.906250 Penalty: 2636.181641
	Iteration 5Q: 3 clusters Score -358192.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -358255.625000 Penalty: 2636.181641
	Iteration 6Q: 3 clusters Score -358255.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -358302.906250 Penalty: 2636.181641
	Iteration 7Q: 3 clusters Score -358302.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -358342.531250 Penalty: 2636.181641
	Iteration 8Q: 3 clusters Score -358342.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -358370.250000 Penalty: 2636.181641
	Iteration 9Q: 3 clusters Score -358370.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -358396.625000 Penalty: 2636.181641
	Iteration 10Q: 3 clusters Score -358396.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -358420.437500 Penalty: 2636.181641
	Iteration 11Q: 3 clusters Score -358420.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -358438.125000 Penalty: 2636.181641
	Iteration 12Q: 3 clusters Score -358438.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -358458.906250 Penalty: 2636.181641
	Iteration 13Q: 3 clusters Score -358458.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -358479.500000 Penalty: 2636.181641
	Iteration 14Q: 3 clusters Score -358479.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -358501.250000 Penalty: 2636.181641
	Iteration 15Q: 3 clusters Score -358501.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -358524.343750 Penalty: 2636.181641
	Iteration 16Q: 3 clusters Score -358524.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -358539.968750 Penalty: 2636.181641
	Iteration 17Q: 3 clusters Score -358540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -358555.000000 Penalty: 2636.181641
	Iteration 18Q: 3 clusters Score -358555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -358572.531250 Penalty: 2636.181641
	Iteration 19Q: 3 clusters Score -358572.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -358592.875000 Penalty: 2636.181641
	Iteration 20F: 3 clusters Score -358592.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -358607.093750 Penalty: 2636.181641
	Iteration 21Q: 3 clusters Score -358607.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -358620.375000 Penalty: 2636.181641
	Iteration 22Q: 3 clusters Score -358620.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -358634.875000 Penalty: 2636.181641
	Iteration 23Q: 3 clusters Score -358634.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -358656.750000 Penalty: 2636.181641
	Iteration 24Q: 3 clusters Score -358656.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -358679.750000 Penalty: 2636.181641
	Iteration 25Q: 3 clusters Score -358679.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -358706.906250 Penalty: 2636.181641
	Iteration 26Q: 3 clusters Score -358706.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -358731.093750 Penalty: 2636.181641
	Iteration 27Q: 3 clusters Score -358731.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -358767.937500 Penalty: 2636.181641
	Iteration 28Q: 3 clusters Score -358767.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -358808.468750 Penalty: 2636.181641
	Iteration 29Q: 3 clusters Score -358808.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -358838.093750 Penalty: 2636.181641
	Iteration 30Q: 3 clusters Score -358838.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -358861.187500 Penalty: 2636.181641
	Iteration 31Q: 3 clusters Score -358861.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -358874.187500 Penalty: 2636.181641
	Iteration 32Q: 3 clusters Score -358874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -358882.406250 Penalty: 2636.181641
	Iteration 33Q: 3 clusters Score -358882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -358891.187500 Penalty: 2636.181641
	Iteration 34Q: 3 clusters Score -358891.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -358900.750000 Penalty: 2636.181641
	Iteration 35Q: 3 clusters Score -358900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -358911.375000 Penalty: 2636.181641
	Iteration 36Q: 3 clusters Score -358911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -358923.906250 Penalty: 2636.181641
	Iteration 37Q: 3 clusters Score -358923.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -358932.250000 Penalty: 2636.181641
	Iteration 38Q: 3 clusters Score -358932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -358936.656250 Penalty: 2636.181641
	Iteration 39Q: 3 clusters Score -358936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -358939.875000 Penalty: 2636.181641
	Iteration 40F: 3 clusters Score -358939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -358943.437500 Penalty: 2636.181641
	Iteration 41Q: 3 clusters Score -358943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -358949.375000 Penalty: 2636.181641
	Iteration 42Q: 3 clusters Score -358949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -358955.812500 Penalty: 2636.181641
	Iteration 43Q: 3 clusters Score -358955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -358959.468750 Penalty: 2636.181641
	Iteration 44Q: 3 clusters Score -358959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -358965.093750 Penalty: 2636.181641
	Iteration 45Q: 3 clusters Score -358965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -358967.656250 Penalty: 2636.181641
	Iteration 46Q: 3 clusters Score -358967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -358969.593750 Penalty: 2636.181641
	Iteration 47Q: 3 clusters Score -358969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -358970.187500 Penalty: 2636.181641
	Iteration 48Q: 3 clusters Score -358970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -358970.812500 Penalty: 2636.181641
	Iteration 49Q: 3 clusters Score -358970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -358971.750000 Penalty: 2636.181641
	Iteration 50Q: 3 clusters Score -358971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -358972.875000 Penalty: 2636.181641
	Iteration 51Q: 3 clusters Score -358972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -358973.562500 Penalty: 2636.181641
	Iteration 52Q: 3 clusters Score -358973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -358973.562500 Penalty: 2636.181641
	Iteration 53F: 3 clusters Score -358973.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Entering Unmasked Estep 
Score: -4640855.500000 Penalty: 1730.237061
	Iteration 0F: 2 clusters Score -4640856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4612584.500000 Penalty: 3460.474121
	Iteration 0F: 3 clusters Score -4612584 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4623769.500000 Penalty: 3460.474121
	Iteration 1F: 3 clusters Score -4623770 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4624167.500000 Penalty: 3460.474121
	Iteration 2Q: 3 clusters Score -4624168 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4624640.500000 Penalty: 3460.474121
	Iteration 3Q: 3 clusters Score -4624640 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4625212.500000 Penalty: 3460.474121
	Iteration 4Q: 3 clusters Score -4625212 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4626052.000000 Penalty: 3460.474121
	Iteration 5Q: 3 clusters Score -4626052 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4627306.000000 Penalty: 3460.474121
	Iteration 6Q: 3 clusters Score -4627306 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4629121.500000 Penalty: 3460.474121
	Iteration 7F: 3 clusters Score -4629122 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -4631329.000000 Penalty: 3460.474121
	Iteration 8F: 3 clusters Score -4631329 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4633414.500000 Penalty: 3460.474121
	Iteration 9F: 3 clusters Score -4633414 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4635100.500000 Penalty: 3460.474121
	Iteration 10Q: 3 clusters Score -4635100 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4636325.500000 Penalty: 3460.474121
	Iteration 11Q: 3 clusters Score -4636326 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4637326.000000 Penalty: 3460.474121
	Iteration 12Q: 3 clusters Score -4637326 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4638054.000000 Penalty: 3460.474121
	Iteration 13Q: 3 clusters Score -4638054 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4638483.500000 Penalty: 3460.474121
	Iteration 14Q: 3 clusters Score -4638484 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4638749.500000 Penalty: 3460.474121
	Iteration 15Q: 3 clusters Score -4638750 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4638933.500000 Penalty: 3460.474121
	Iteration 16Q: 3 clusters Score -4638934 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4639057.000000 Penalty: 3460.474121
	Iteration 17Q: 3 clusters Score -4639057 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4639143.000000 Penalty: 3460.474121
	Iteration 18Q: 3 clusters Score -4639143 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4639213.000000 Penalty: 3460.474121
	Iteration 19Q: 3 clusters Score -4639213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4639255.000000 Penalty: 3460.474121
	Iteration 20F: 3 clusters Score -4639255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4639280.000000 Penalty: 3460.474121
	Iteration 21Q: 3 clusters Score -4639280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4639295.000000 Penalty: 3460.474121
	Iteration 22Q: 3 clusters Score -4639295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4639306.000000 Penalty: 3460.474121
	Iteration 23Q: 3 clusters Score -4639306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4639323.500000 Penalty: 3460.474121
	Iteration 24Q: 3 clusters Score -4639324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4639325.500000 Penalty: 3460.474121
	Iteration 25Q: 3 clusters Score -4639326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4639341.500000 Penalty: 3460.474121
	Iteration 26Q: 3 clusters Score -4639342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4639350.500000 Penalty: 3460.474121
	Iteration 27Q: 3 clusters Score -4639350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4639360.500000 Penalty: 3460.474121
	Iteration 28Q: 3 clusters Score -4639360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4639371.500000 Penalty: 3460.474121
	Iteration 29Q: 3 clusters Score -4639372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4639378.500000 Penalty: 3460.474121
	Iteration 30Q: 3 clusters Score -4639378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4639391.000000 Penalty: 3460.474121
	Iteration 31Q: 3 clusters Score -4639391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4639409.000000 Penalty: 3460.474121
	Iteration 32Q: 3 clusters Score -4639409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4639418.500000 Penalty: 3460.474121
	Iteration 33Q: 3 clusters Score -4639418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4639425.500000 Penalty: 3460.474121
	Iteration 34Q: 3 clusters Score -4639426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4639427.000000 Penalty: 3460.474121
	Iteration 35Q: 3 clusters Score -4639427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4639431.000000 Penalty: 3460.474121
	Iteration 36Q: 3 clusters Score -4639431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4639433.500000 Penalty: 3460.474121
	Iteration 37Q: 3 clusters Score -4639434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4639436.500000 Penalty: 3460.474121
	Iteration 38Q: 3 clusters Score -4639436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4639437.000000 Penalty: 3460.474121
	Iteration 39Q: 3 clusters Score -4639437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4639436.500000 Penalty: 3460.474121
	Iteration 40F: 3 clusters Score -4639436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4639439.500000 Penalty: 3460.474121
	Iteration 41Q: 3 clusters Score -4639440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4639439.500000 Penalty: 3460.474121
	Iteration 42F: 3 clusters Score -4639440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Entering Unmasked Estep 
Score: -6772931.000000 Penalty: 1792.299683
	Iteration 0F: 2 clusters Score -6772931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6731715.000000 Penalty: 3584.599365
	Iteration 0F: 3 clusters Score -6731715 nChanged 29145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -6748511.000000 Penalty: 3584.599365
	Iteration 1F: 3 clusters Score -6748511 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -6749226.000000 Penalty: 3584.599365
	Iteration 2Q: 3 clusters Score -6749226 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -6750130.500000 Penalty: 3584.599365
	Iteration 3Q: 3 clusters Score -6750130 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -6751281.000000 Penalty: 3584.599365
	Iteration 4Q: 3 clusters Score -6751281 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -6752808.500000 Penalty: 3584.599365
	Iteration 5Q: 3 clusters Score -6752808 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -6754822.000000 Penalty: 3584.599365
	Iteration 6F: 3 clusters Score -6754822 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -6757212.500000 Penalty: 3584.599365
	Iteration 7F: 3 clusters Score -6757212 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -6759729.000000 Penalty: 3584.599365
	Iteration 8F: 3 clusters Score -6759729 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -6761754.500000 Penalty: 3584.599365
	Iteration 9F: 3 clusters Score -6761754 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -6762781.000000 Penalty: 3584.599365
	Iteration 10Q: 3 clusters Score -6762781 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -6763240.000000 Penalty: 3584.599365
	Iteration 11Q: 3 clusters Score -6763240 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -6763429.000000 Penalty: 3584.599365
	Iteration 12Q: 3 clusters Score -6763429 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -6763536.000000 Penalty: 3584.599365
	Iteration 13Q: 3 clusters Score -6763536 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6763601.500000 Penalty: 3584.599365
	Iteration 14Q: 3 clusters Score -6763602 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -6763617.000000 Penalty: 3584.599365
	Iteration 15Q: 3 clusters Score -6763617 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -6763693.000000 Penalty: 3584.599365
	Iteration 16Q: 3 clusters Score -6763693 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -6763754.500000 Penalty: 3584.599365
	Iteration 17Q: 3 clusters Score -6763754 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -6763818.000000 Penalty: 3584.599365
	Iteration 18Q: 3 clusters Score -6763818 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6763859.500000 Penalty: 3584.599365
	Iteration 19Q: 3 clusters Score -6763860 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -6763923.500000 Penalty: 3584.599365
	Iteration 20F: 3 clusters Score -6763924 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6763965.500000 Penalty: 3584.599365
	Iteration 21Q: 3 clusters Score -6763966 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -6763990.500000 Penalty: 3584.599365
	Iteration 22Q: 3 clusters Score -6763990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -6764064.500000 Penalty: 3584.599365
	Iteration 23Q: 3 clusters Score -6764064 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -6764100.000000 Penalty: 3584.599365
	Iteration 24Q: 3 clusters Score -6764100 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -6764147.500000 Penalty: 3584.599365
	Iteration 25Q: 3 clusters Score -6764148 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6764188.000000 Penalty: 3584.599365
	Iteration 26Q: 3 clusters Score -6764188 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -6764234.500000 Penalty: 3584.599365
	Iteration 27Q: 3 clusters Score -6764234 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -6764284.500000 Penalty: 3584.599365
	Iteration 28Q: 3 clusters Score -6764284 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -6764339.000000 Penalty: 3584.599365
	Iteration 29Q: 3 clusters Score -6764339 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -6764377.500000 Penalty: 3584.599365
	Iteration 30Q: 3 clusters Score -6764378 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -6764420.500000 Penalty: 3584.599365
	Iteration 31Q: 3 clusters Score -6764420 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -6764492.000000 Penalty: 3584.599365
	Iteration 32Q: 3 clusters Score -6764492 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -6764528.500000 Penalty: 3584.599365
	Iteration 33Q: 3 clusters Score -6764528 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -6764608.500000 Penalty: 3584.599365
	Iteration 34Q: 3 clusters Score -6764608 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -6764730.000000 Penalty: 3584.599365
	Iteration 35Q: 3 clusters Score -6764730 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -6764842.000000 Penalty: 3584.599365
	Iteration 36Q: 3 clusters Score -6764842 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6764927.000000 Penalty: 3584.599365
	Iteration 37Q: 3 clusters Score -6764927 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6765031.500000 Penalty: 3584.599365
	Iteration 38Q: 3 clusters Score -6765032 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -6765136.500000 Penalty: 3584.599365
	Iteration 39Q: 3 clusters Score -6765136 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6765266.500000 Penalty: 3584.599365
	Iteration 40F: 3 clusters Score -6765266 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -6765377.000000 Penalty: 3584.599365
	Iteration 41Q: 3 clusters Score -6765377 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -6765526.500000 Penalty: 3584.599365
	Iteration 42Q: 3 clusters Score -6765526 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6765673.000000 Penalty: 3584.599365
	Iteration 43Q: 3 clusters Score -6765673 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -6765811.500000 Penalty: 3584.599365
	Iteration 44Q: 3 clusters Score -6765812 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -6766021.000000 Penalty: 3584.599365
	Iteration 45Q: 3 clusters Score -6766021 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6766216.500000 Penalty: 3584.599365
	Iteration 46Q: 3 clusters Score -6766216 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6766460.000000 Penalty: 3584.599365
	Iteration 47Q: 3 clusters Score -6766460 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6766688.500000 Penalty: 3584.599365
	Iteration 48Q: 3 clusters Score -6766688 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -6766965.000000 Penalty: 3584.599365
	Iteration 49Q: 3 clusters Score -6766965 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -6767264.500000 Penalty: 3584.599365
	Iteration 50Q: 3 clusters Score -6767264 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -6767581.000000 Penalty: 3584.599365
	Iteration 51Q: 3 clusters Score -6767581 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -6767884.000000 Penalty: 3584.599365
	Iteration 52Q: 3 clusters Score -6767884 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -6768220.000000 Penalty: 3584.599365
	Iteration 53Q: 3 clusters Score -6768220 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -6768549.500000 Penalty: 3584.599365
	Iteration 54Q: 3 clusters Score -6768550 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -6768876.000000 Penalty: 3584.599365
	Iteration 55Q: 3 clusters Score -6768876 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -6769253.500000 Penalty: 3584.599365
	Iteration 56Q: 3 clusters Score -6769254 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6769624.000000 Penalty: 3584.599365
	Iteration 57Q: 3 clusters Score -6769624 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -6769952.500000 Penalty: 3584.599365
	Iteration 58Q: 3 clusters Score -6769952 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -6770161.500000 Penalty: 3584.599365
	Iteration 59Q: 3 clusters Score -6770162 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -6770357.500000 Penalty: 3584.599365
	Iteration 60F: 3 clusters Score -6770358 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -6770553.500000 Penalty: 3584.599365
	Iteration 61Q: 3 clusters Score -6770554 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -6770721.500000 Penalty: 3584.599365
	Iteration 62Q: 3 clusters Score -6770722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -6770881.500000 Penalty: 3584.599365
	Iteration 63Q: 3 clusters Score -6770882 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -6771008.000000 Penalty: 3584.599365
	Iteration 64Q: 3 clusters Score -6771008 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -6771090.000000 Penalty: 3584.599365
	Iteration 65Q: 3 clusters Score -6771090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -6771170.000000 Penalty: 3584.599365
	Iteration 66Q: 3 clusters Score -6771170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -6771219.000000 Penalty: 3584.599365
	Iteration 67Q: 3 clusters Score -6771219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -6771259.500000 Penalty: 3584.599365
	Iteration 68Q: 3 clusters Score -6771260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -6771292.000000 Penalty: 3584.599365
	Iteration 69Q: 3 clusters Score -6771292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -6771306.000000 Penalty: 3584.599365
	Iteration 70Q: 3 clusters Score -6771306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -6771323.000000 Penalty: 3584.599365
	Iteration 71Q: 3 clusters Score -6771323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -6771341.500000 Penalty: 3584.599365
	Iteration 72Q: 3 clusters Score -6771342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -6771346.000000 Penalty: 3584.599365
	Iteration 73Q: 3 clusters Score -6771346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -6771360.000000 Penalty: 3584.599365
	Iteration 74Q: 3 clusters Score -6771360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -6771373.000000 Penalty: 3584.599365
	Iteration 75Q: 3 clusters Score -6771373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -6771396.500000 Penalty: 3584.599365
	Iteration 76Q: 3 clusters Score -6771396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -6771405.500000 Penalty: 3584.599365
	Iteration 77Q: 3 clusters Score -6771406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -6771416.000000 Penalty: 3584.599365
	Iteration 78Q: 3 clusters Score -6771416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -6771434.000000 Penalty: 3584.599365
	Iteration 79Q: 3 clusters Score -6771434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -6771431.000000 Penalty: 3584.599365
	Iteration 80F: 3 clusters Score -6771431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -6771436.500000 Penalty: 3584.599365
	Iteration 81Q: 3 clusters Score -6771436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -6771441.000000 Penalty: 3584.599365
	Iteration 82Q: 3 clusters Score -6771441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -6771438.500000 Penalty: 3584.599365
	Iteration 83Q: 3 clusters Score -6771438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -6771436.000000 Penalty: 3584.599365
	Iteration 84Q: 3 clusters Score -6771436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -6771438.500000 Penalty: 3584.599365
	Iteration 85Q: 3 clusters Score -6771438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -6771451.000000 Penalty: 3584.599365
	Iteration 86Q: 3 clusters Score -6771451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -6771451.000000 Penalty: 3584.599365
	Iteration 87Q: 3 clusters Score -6771451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -6771451.000000 Penalty: 3584.599365
	Iteration 88Q: 3 clusters Score -6771451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -6771461.500000 Penalty: 3584.599365
	Iteration 89Q: 3 clusters Score -6771462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -6771460.500000 Penalty: 3584.599365
	Iteration 90Q: 3 clusters Score -6771460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -6771469.500000 Penalty: 3584.599365
	Iteration 91Q: 3 clusters Score -6771470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -6771476.500000 Penalty: 3584.599365
	Iteration 92Q: 3 clusters Score -6771476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -6771479.500000 Penalty: 3584.599365
	Iteration 93Q: 3 clusters Score -6771480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -6771484.500000 Penalty: 3584.599365
	Iteration 94Q: 3 clusters Score -6771484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -6771489.000000 Penalty: 3584.599365
	Iteration 95Q: 3 clusters Score -6771489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -6771493.000000 Penalty: 3584.599365
	Iteration 96Q: 3 clusters Score -6771493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -6771488.500000 Penalty: 3584.599365
	Iteration 97Q: 3 clusters Score -6771488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -6771496.000000 Penalty: 3584.599365
	Iteration 98Q: 3 clusters Score -6771496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -6771496.500000 Penalty: 3584.599365
	Iteration 99Q: 3 clusters Score -6771496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -6771498.500000 Penalty: 3584.599365
	Iteration 100F: 3 clusters Score -6771498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -6771500.000000 Penalty: 3584.599365
	Iteration 101Q: 3 clusters Score -6771500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -6771500.000000 Penalty: 3584.599365
	Iteration 102F: 3 clusters Score -6771500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Entering Unmasked Estep 
Score: -14127045.000000 Penalty: 1911.905640
	Iteration 0F: 2 clusters Score -1.412704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -14040639.000000 Penalty: 3823.811279
	Iteration 0F: 3 clusters Score -1.404064e+07 nChanged 62192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -14076829.000000 Penalty: 3823.811279
	Iteration 1F: 3 clusters Score -1.407683e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -14077472.000000 Penalty: 3823.811279
	Iteration 2Q: 3 clusters Score -1.407747e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -14078412.000000 Penalty: 3823.811279
	Iteration 3Q: 3 clusters Score -1.407841e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -14080118.000000 Penalty: 3823.811279
	Iteration 4Q: 3 clusters Score -1.408012e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -14083546.000000 Penalty: 3823.811279
	Iteration 5F: 3 clusters Score -1.408355e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -14089744.000000 Penalty: 3823.811279
	Iteration 6F: 3 clusters Score -1.408974e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 102485 members 
Entering Unmasked Estep 
Score: -14100096.000000 Penalty: 3823.811279
	Iteration 7F: 3 clusters Score -1.41001e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -14111694.000000 Penalty: 3823.811279
	Iteration 8F: 3 clusters Score -1.411169e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -14119734.000000 Penalty: 3823.811279
	Iteration 9F: 3 clusters Score -1.411973e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 123946 members 
Entering Unmasked Estep 
Score: -14123604.000000 Penalty: 3823.811279
	Iteration 10Q: 3 clusters Score -1.41236e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -14125012.000000 Penalty: 3823.811279
	Iteration 11Q: 3 clusters Score -1.412501e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -14125407.000000 Penalty: 3823.811279
	Iteration 12Q: 3 clusters Score -1.412541e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 125136 members 
Entering Unmasked Estep 
Score: -14125606.000000 Penalty: 3823.811279
	Iteration 13Q: 3 clusters Score -1.412561e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -14125701.000000 Penalty: 3823.811279
	Iteration 14Q: 3 clusters Score -1.41257e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -14125778.000000 Penalty: 3823.811279
	Iteration 15Q: 3 clusters Score -1.412578e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -14125776.000000 Penalty: 3823.811279
	Iteration 16Q: 3 clusters Score -1.412578e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 125436 members 
Entering Unmasked Estep 
Score: -14125791.000000 Penalty: 3823.811279
	Iteration 17Q: 3 clusters Score -1.412579e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 125491 members 
Entering Unmasked Estep 
Score: -14125820.000000 Penalty: 3823.811279
	Iteration 18Q: 3 clusters Score -1.412582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -14125824.000000 Penalty: 3823.811279
	Iteration 19Q: 3 clusters Score -1.412582e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -14125810.000000 Penalty: 3823.811279
	Iteration 20F: 3 clusters Score -1.412581e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -14125817.000000 Penalty: 3823.811279
	Iteration 21Q: 3 clusters Score -1.412582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -14125815.000000 Penalty: 3823.811279
	Iteration 22Q: 3 clusters Score -1.412582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -14125800.000000 Penalty: 3823.811279
	Iteration 23Q: 3 clusters Score -1.41258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -14125804.000000 Penalty: 3823.811279
	Iteration 24Q: 3 clusters Score -1.41258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -14125794.000000 Penalty: 3823.811279
	Iteration 25Q: 3 clusters Score -1.412579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 125671 members 
Entering Unmasked Estep 
Score: -14125796.000000 Penalty: 3823.811279
	Iteration 26Q: 3 clusters Score -1.41258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -14125807.000000 Penalty: 3823.811279
	Iteration 27Q: 3 clusters Score -1.412581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -14125833.000000 Penalty: 3823.811279
	Iteration 28Q: 3 clusters Score -1.412583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -14125859.000000 Penalty: 3823.811279
	Iteration 29Q: 3 clusters Score -1.412586e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -14125850.000000 Penalty: 3823.811279
	Iteration 30Q: 3 clusters Score -1.412585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -14125866.000000 Penalty: 3823.811279
	Iteration 31Q: 3 clusters Score -1.412587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -14125862.000000 Penalty: 3823.811279
	Iteration 32Q: 3 clusters Score -1.412586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -14125863.000000 Penalty: 3823.811279
	Iteration 33Q: 3 clusters Score -1.412586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -14125875.000000 Penalty: 3823.811279
	Iteration 34Q: 3 clusters Score -1.412588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -14125878.000000 Penalty: 3823.811279
	Iteration 35Q: 3 clusters Score -1.412588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -14125895.000000 Penalty: 3823.811279
	Iteration 36Q: 3 clusters Score -1.41259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -14125887.000000 Penalty: 3823.811279
	Iteration 37Q: 3 clusters Score -1.412589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -14125896.000000 Penalty: 3823.811279
	Iteration 38Q: 3 clusters Score -1.41259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 125881 members 
Entering Unmasked Estep 
Score: -14125884.000000 Penalty: 3823.811279
	Iteration 39Q: 3 clusters Score -1.412588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -14125879.000000 Penalty: 3823.811279
	Iteration 40F: 3 clusters Score -1.412588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 125913 members 
Entering Unmasked Estep 
Score: -14125879.000000 Penalty: 3823.811279
	Iteration 41Q: 3 clusters Score -1.412588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -14125879.000000 Penalty: 3823.811279
	Iteration 42Q: 3 clusters Score -1.412588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 125948 members 
Entering Unmasked Estep 
Score: -14125898.000000 Penalty: 3823.811279
	Iteration 43Q: 3 clusters Score -1.41259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -14125907.000000 Penalty: 3823.811279
	Iteration 44Q: 3 clusters Score -1.412591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
Score: -14125908.000000 Penalty: 3823.811279
	Iteration 45Q: 3 clusters Score -1.412591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -14125895.000000 Penalty: 3823.811279
	Iteration 46Q: 3 clusters Score -1.41259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -14125889.000000 Penalty: 3823.811279
	Iteration 47Q: 3 clusters Score -1.412589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -14125887.000000 Penalty: 3823.811279
	Iteration 48Q: 3 clusters Score -1.412589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 126007 members 
Entering Unmasked Estep 
Score: -14125875.000000 Penalty: 3823.811279
	Iteration 49Q: 3 clusters Score -1.412588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -14125885.000000 Penalty: 3823.811279
	Iteration 50Q: 3 clusters Score -1.412588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -14125876.000000 Penalty: 3823.811279
	Iteration 51Q: 3 clusters Score -1.412588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -14125883.000000 Penalty: 3823.811279
	Iteration 52Q: 3 clusters Score -1.412588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -14125880.000000 Penalty: 3823.811279
	Iteration 53Q: 3 clusters Score -1.412588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -14125876.000000 Penalty: 3823.811279
	Iteration 54Q: 3 clusters Score -1.412588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -14125874.000000 Penalty: 3823.811279
	Iteration 55Q: 3 clusters Score -1.412587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -14125875.000000 Penalty: 3823.811279
	Iteration 56Q: 3 clusters Score -1.412588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 126023 members 
Entering Unmasked Estep 
Score: -14125875.000000 Penalty: 3823.811279
	Iteration 57Q: 3 clusters Score -1.412588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -14125877.000000 Penalty: 3823.811279
	Iteration 58Q: 3 clusters Score -1.412588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -14125878.000000 Penalty: 3823.811279
	Iteration 59Q: 3 clusters Score -1.412588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -14125869.000000 Penalty: 3823.811279
	Iteration 60F: 3 clusters Score -1.412587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -14125872.000000 Penalty: 3823.811279
	Iteration 61Q: 3 clusters Score -1.412587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -14125872.000000 Penalty: 3823.811279
	Iteration 62Q: 3 clusters Score -1.412587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 126034 members 
Entering Unmasked Estep 
Score: -14125867.000000 Penalty: 3823.811279
	Iteration 63Q: 3 clusters Score -1.412587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 126034 members 
Entering Unmasked Estep 
Score: -14125867.000000 Penalty: 3823.811279
	Iteration 64F: 3 clusters Score -1.412587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Entering Unmasked Estep 
Score: -4175795.000000 Penalty: 1713.181274
	Iteration 0F: 2 clusters Score -4175795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4150408.250000 Penalty: 3426.362549
	Iteration 0F: 3 clusters Score -4150408 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4160128.500000 Penalty: 3426.362549
	Iteration 1F: 3 clusters Score -4160128 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4160437.500000 Penalty: 3426.362549
	Iteration 2Q: 3 clusters Score -4160438 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4160739.250000 Penalty: 3426.362549
	Iteration 3Q: 3 clusters Score -4160739 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4161077.750000 Penalty: 3426.362549
	Iteration 4Q: 3 clusters Score -4161078 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4161441.750000 Penalty: 3426.362549
	Iteration 5Q: 3 clusters Score -4161442 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4161892.500000 Penalty: 3426.362549
	Iteration 6Q: 3 clusters Score -4161892 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4162509.750000 Penalty: 3426.362549
	Iteration 7Q: 3 clusters Score -4162510 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4163377.750000 Penalty: 3426.362549
	Iteration 8Q: 3 clusters Score -4163378 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4164581.000000 Penalty: 3426.362549
	Iteration 9F: 3 clusters Score -4164581 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -4166118.000000 Penalty: 3426.362549
	Iteration 10F: 3 clusters Score -4166118 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4167714.500000 Penalty: 3426.362549
	Iteration 11F: 3 clusters Score -4167714 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4168802.000000 Penalty: 3426.362549
	Iteration 12F: 3 clusters Score -4168802 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4169322.750000 Penalty: 3426.362549
	Iteration 13Q: 3 clusters Score -4169323 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4169598.250000 Penalty: 3426.362549
	Iteration 14Q: 3 clusters Score -4169598 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4169738.500000 Penalty: 3426.362549
	Iteration 15Q: 3 clusters Score -4169738 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4169863.500000 Penalty: 3426.362549
	Iteration 16Q: 3 clusters Score -4169864 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4169960.750000 Penalty: 3426.362549
	Iteration 17Q: 3 clusters Score -4169961 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4170018.750000 Penalty: 3426.362549
	Iteration 18Q: 3 clusters Score -4170019 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4170095.750000 Penalty: 3426.362549
	Iteration 19Q: 3 clusters Score -4170096 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4170156.750000 Penalty: 3426.362549
	Iteration 20F: 3 clusters Score -4170157 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4170235.000000 Penalty: 3426.362549
	Iteration 21Q: 3 clusters Score -4170235 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4170303.750000 Penalty: 3426.362549
	Iteration 22Q: 3 clusters Score -4170304 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4170383.000000 Penalty: 3426.362549
	Iteration 23Q: 3 clusters Score -4170383 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4170463.750000 Penalty: 3426.362549
	Iteration 24Q: 3 clusters Score -4170464 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4170551.500000 Penalty: 3426.362549
	Iteration 25Q: 3 clusters Score -4170552 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -4170591.250000 Penalty: 3426.362549
	Iteration 26Q: 3 clusters Score -4170591 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4170640.500000 Penalty: 3426.362549
	Iteration 27Q: 3 clusters Score -4170640 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4170692.000000 Penalty: 3426.362549
	Iteration 28Q: 3 clusters Score -4170692 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -4170720.000000 Penalty: 3426.362549
	Iteration 29Q: 3 clusters Score -4170720 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4170739.750000 Penalty: 3426.362549
	Iteration 30Q: 3 clusters Score -4170740 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4170784.000000 Penalty: 3426.362549
	Iteration 31Q: 3 clusters Score -4170784 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4170810.750000 Penalty: 3426.362549
	Iteration 32Q: 3 clusters Score -4170811 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4170837.750000 Penalty: 3426.362549
	Iteration 33Q: 3 clusters Score -4170838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4170855.000000 Penalty: 3426.362549
	Iteration 34Q: 3 clusters Score -4170855 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4170913.250000 Penalty: 3426.362549
	Iteration 35Q: 3 clusters Score -4170913 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4170925.500000 Penalty: 3426.362549
	Iteration 36Q: 3 clusters Score -4170926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4170935.750000 Penalty: 3426.362549
	Iteration 37Q: 3 clusters Score -4170936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4170955.500000 Penalty: 3426.362549
	Iteration 38Q: 3 clusters Score -4170956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4170954.000000 Penalty: 3426.362549
	Iteration 39Q: 3 clusters Score -4170954 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4170972.750000 Penalty: 3426.362549
	Iteration 40F: 3 clusters Score -4170973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4170993.000000 Penalty: 3426.362549
	Iteration 41Q: 3 clusters Score -4170993 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4170995.250000 Penalty: 3426.362549
	Iteration 42Q: 3 clusters Score -4170995 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4171016.500000 Penalty: 3426.362549
	Iteration 43Q: 3 clusters Score -4171016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4171033.750000 Penalty: 3426.362549
	Iteration 44Q: 3 clusters Score -4171034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4171044.500000 Penalty: 3426.362549
	Iteration 45Q: 3 clusters Score -4171044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4171060.000000 Penalty: 3426.362549
	Iteration 46Q: 3 clusters Score -4171060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4171069.750000 Penalty: 3426.362549
	Iteration 47Q: 3 clusters Score -4171070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4171089.500000 Penalty: 3426.362549
	Iteration 48Q: 3 clusters Score -4171090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4171108.500000 Penalty: 3426.362549
	Iteration 49Q: 3 clusters Score -4171108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4171126.500000 Penalty: 3426.362549
	Iteration 50Q: 3 clusters Score -4171126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4171143.750000 Penalty: 3426.362549
	Iteration 51Q: 3 clusters Score -4171144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -4171162.750000 Penalty: 3426.362549
	Iteration 52Q: 3 clusters Score -4171163 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4171178.250000 Penalty: 3426.362549
	Iteration 53Q: 3 clusters Score -4171178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4171161.000000 Penalty: 3426.362549
	Iteration 54Q: 3 clusters Score -4171161 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4171174.000000 Penalty: 3426.362549
	Iteration 55Q: 3 clusters Score -4171174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4171193.500000 Penalty: 3426.362549
	Iteration 56Q: 3 clusters Score -4171194 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4171225.500000 Penalty: 3426.362549
	Iteration 57Q: 3 clusters Score -4171226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4171255.000000 Penalty: 3426.362549
	Iteration 58Q: 3 clusters Score -4171255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4171250.000000 Penalty: 3426.362549
	Iteration 59Q: 3 clusters Score -4171250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4171275.750000 Penalty: 3426.362549
	Iteration 60F: 3 clusters Score -4171276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4171298.750000 Penalty: 3426.362549
	Iteration 61Q: 3 clusters Score -4171299 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4171321.000000 Penalty: 3426.362549
	Iteration 62Q: 3 clusters Score -4171321 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -4171339.000000 Penalty: 3426.362549
	Iteration 63Q: 3 clusters Score -4171339 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4171371.250000 Penalty: 3426.362549
	Iteration 64Q: 3 clusters Score -4171371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4171420.000000 Penalty: 3426.362549
	Iteration 65Q: 3 clusters Score -4171420 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4171470.000000 Penalty: 3426.362549
	Iteration 66Q: 3 clusters Score -4171470 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4171524.500000 Penalty: 3426.362549
	Iteration 67Q: 3 clusters Score -4171524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4171617.000000 Penalty: 3426.362549
	Iteration 68Q: 3 clusters Score -4171617 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4171697.250000 Penalty: 3426.362549
	Iteration 69Q: 3 clusters Score -4171697 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -4171775.000000 Penalty: 3426.362549
	Iteration 70Q: 3 clusters Score -4171775 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4171889.000000 Penalty: 3426.362549
	Iteration 71Q: 3 clusters Score -4171889 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4171989.000000 Penalty: 3426.362549
	Iteration 72Q: 3 clusters Score -4171989 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4172112.250000 Penalty: 3426.362549
	Iteration 73Q: 3 clusters Score -4172112 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4172207.500000 Penalty: 3426.362549
	Iteration 74Q: 3 clusters Score -4172208 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4172303.250000 Penalty: 3426.362549
	Iteration 75Q: 3 clusters Score -4172303 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4172432.000000 Penalty: 3426.362549
	Iteration 76Q: 3 clusters Score -4172432 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4172557.500000 Penalty: 3426.362549
	Iteration 77Q: 3 clusters Score -4172558 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4172681.750000 Penalty: 3426.362549
	Iteration 78Q: 3 clusters Score -4172682 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4172826.750000 Penalty: 3426.362549
	Iteration 79Q: 3 clusters Score -4172827 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4172966.750000 Penalty: 3426.362549
	Iteration 80F: 3 clusters Score -4172967 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4173106.500000 Penalty: 3426.362549
	Iteration 81Q: 3 clusters Score -4173106 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4173274.250000 Penalty: 3426.362549
	Iteration 82Q: 3 clusters Score -4173274 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4173429.000000 Penalty: 3426.362549
	Iteration 83Q: 3 clusters Score -4173429 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4173596.500000 Penalty: 3426.362549
	Iteration 84Q: 3 clusters Score -4173596 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4173730.250000 Penalty: 3426.362549
	Iteration 85Q: 3 clusters Score -4173730 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4173846.250000 Penalty: 3426.362549
	Iteration 86Q: 3 clusters Score -4173846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4173949.250000 Penalty: 3426.362549
	Iteration 87Q: 3 clusters Score -4173949 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4174037.250000 Penalty: 3426.362549
	Iteration 88Q: 3 clusters Score -4174037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4174094.250000 Penalty: 3426.362549
	Iteration 89Q: 3 clusters Score -4174094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4174151.750000 Penalty: 3426.362549
	Iteration 90Q: 3 clusters Score -4174152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4174200.750000 Penalty: 3426.362549
	Iteration 91Q: 3 clusters Score -4174201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4174236.500000 Penalty: 3426.362549
	Iteration 92Q: 3 clusters Score -4174236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4174263.000000 Penalty: 3426.362549
	Iteration 93Q: 3 clusters Score -4174263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4174288.000000 Penalty: 3426.362549
	Iteration 94Q: 3 clusters Score -4174288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4174296.000000 Penalty: 3426.362549
	Iteration 95Q: 3 clusters Score -4174296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4174310.000000 Penalty: 3426.362549
	Iteration 96Q: 3 clusters Score -4174310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4174317.000000 Penalty: 3426.362549
	Iteration 97Q: 3 clusters Score -4174317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4174332.000000 Penalty: 3426.362549
	Iteration 98Q: 3 clusters Score -4174332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4174342.000000 Penalty: 3426.362549
	Iteration 99Q: 3 clusters Score -4174342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4174349.250000 Penalty: 3426.362549
	Iteration 100F: 3 clusters Score -4174349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4174352.750000 Penalty: 3426.362549
	Iteration 101Q: 3 clusters Score -4174353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4174352.000000 Penalty: 3426.362549
	Iteration 102Q: 3 clusters Score -4174352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4174353.500000 Penalty: 3426.362549
	Iteration 103Q: 3 clusters Score -4174354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4174353.500000 Penalty: 3426.362549
	Iteration 104F: 3 clusters Score -4174354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158158 members 
Mstep: Class 4 contains 73019 members 
Mstep: Class 5 contains 122015 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21153 members 
Mstep: Class 13 contains 27115 members 
Mstep: Class 14 contains 155864 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42092 members 
Mstep: Class 18 contains 61669 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 21 contains 37898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868504.000000 Penalty: 44658.785156
Iteration 399Q: 21 clusters Score -9.88685e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158161 members 
Mstep: Class 4 contains 73024 members 
Mstep: Class 5 contains 122005 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21168 members 
Mstep: Class 13 contains 27101 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42095 members 
Mstep: Class 18 contains 61666 members 
Mstep: Class 19 contains 128749 members 
Mstep: Class 21 contains 37896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868440.000000 Penalty: 44658.785156
Iteration 400F: 21 clusters Score -9.886844e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158143 members 
Mstep: Class 4 contains 73026 members 
Mstep: Class 5 contains 122004 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21184 members 
Mstep: Class 13 contains 27079 members 
Mstep: Class 14 contains 155862 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42097 members 
Mstep: Class 18 contains 61676 members 
Mstep: Class 19 contains 128750 members 
Mstep: Class 21 contains 37893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868368.000000 Penalty: 44658.785156
Iteration 401Q: 21 clusters Score -9.886837e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158129 members 
Mstep: Class 4 contains 73029 members 
Mstep: Class 5 contains 122003 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21199 members 
Mstep: Class 13 contains 27062 members 
Mstep: Class 14 contains 155852 members 
Mstep: Class 15 contains 29934 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42097 members 
Mstep: Class 18 contains 61687 members 
Mstep: Class 19 contains 128755 members 
Mstep: Class 21 contains 37896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868384.000000 Penalty: 44658.785156
Iteration 402Q: 21 clusters Score -9.886838e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158097 members 
Mstep: Class 4 contains 73033 members 
Mstep: Class 5 contains 121999 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21215 members 
Mstep: Class 13 contains 27036 members 
Mstep: Class 14 contains 155863 members 
Mstep: Class 15 contains 29937 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 18 contains 61704 members 
Mstep: Class 19 contains 128754 members 
Mstep: Class 21 contains 37897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868472.000000 Penalty: 44658.785156
Iteration 403Q: 21 clusters Score -9.886847e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158064 members 
Mstep: Class 4 contains 73032 members 
Mstep: Class 5 contains 121995 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14697 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21232 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 155892 members 
Mstep: Class 15 contains 29935 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42106 members 
Mstep: Class 18 contains 61713 members 
Mstep: Class 19 contains 128753 members 
Mstep: Class 21 contains 37898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868520.000000 Penalty: 44658.785156
Iteration 404Q: 21 clusters Score -9.886852e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158041 members 
Mstep: Class 4 contains 73034 members 
Mstep: Class 5 contains 121992 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14697 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21248 members 
Mstep: Class 13 contains 26999 members 
Mstep: Class 14 contains 155906 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42110 members 
Mstep: Class 18 contains 61715 members 
Mstep: Class 19 contains 128756 members 
Mstep: Class 21 contains 37900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868480.000000 Penalty: 44658.785156
Iteration 405Q: 21 clusters Score -9.886848e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 158009 members 
Mstep: Class 4 contains 73033 members 
Mstep: Class 5 contains 121997 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 21260 members 
Mstep: Class 13 contains 26979 members 
Mstep: Class 14 contains 155916 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42113 members 
Mstep: Class 18 contains 61723 members 
Mstep: Class 19 contains 128757 members 
Mstep: Class 21 contains 37906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868512.000000 Penalty: 44658.785156
Iteration 406Q: 21 clusters Score -9.886851e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157996 members 
Mstep: Class 4 contains 73032 members 
Mstep: Class 5 contains 122000 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21272 members 
Mstep: Class 13 contains 26968 members 
Mstep: Class 14 contains 155919 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42116 members 
Mstep: Class 18 contains 61722 members 
Mstep: Class 19 contains 128750 members 
Mstep: Class 21 contains 37910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868584.000000 Penalty: 44658.785156
Iteration 407Q: 21 clusters Score -9.886858e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157962 members 
Mstep: Class 4 contains 73031 members 
Mstep: Class 5 contains 122001 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14696 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 26960 members 
Mstep: Class 14 contains 155935 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42122 members 
Mstep: Class 18 contains 61723 members 
Mstep: Class 19 contains 128749 members 
Mstep: Class 21 contains 37913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868704.000000 Penalty: 44658.785156
Iteration 408Q: 21 clusters Score -9.88687e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157931 members 
Mstep: Class 4 contains 73034 members 
Mstep: Class 5 contains 121995 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14697 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 26950 members 
Mstep: Class 14 contains 155952 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42125 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 128746 members 
Mstep: Class 21 contains 37916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868760.000000 Penalty: 44658.785156
Iteration 409Q: 21 clusters Score -9.886876e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157890 members 
Mstep: Class 4 contains 73037 members 
Mstep: Class 5 contains 121989 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 14697 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21321 members 
Mstep: Class 13 contains 26935 members 
Mstep: Class 14 contains 155960 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42136 members 
Mstep: Class 18 contains 61739 members 
Mstep: Class 19 contains 128749 members 
Mstep: Class 21 contains 37920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 410Q: 21 clusters Score -9.88689e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157867 members 
Mstep: Class 4 contains 73034 members 
Mstep: Class 5 contains 121988 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21332 members 
Mstep: Class 13 contains 26918 members 
Mstep: Class 14 contains 155966 members 
Mstep: Class 15 contains 29924 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42143 members 
Mstep: Class 18 contains 61755 members 
Mstep: Class 19 contains 128758 members 
Mstep: Class 21 contains 37923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868944.000000 Penalty: 44658.785156
Iteration 411Q: 21 clusters Score -9.886894e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157839 members 
Mstep: Class 4 contains 73028 members 
Mstep: Class 5 contains 121992 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21346 members 
Mstep: Class 13 contains 26904 members 
Mstep: Class 14 contains 155980 members 
Mstep: Class 15 contains 29922 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42151 members 
Mstep: Class 18 contains 61766 members 
Mstep: Class 19 contains 128766 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868960.000000 Penalty: 44658.785156
Iteration 412Q: 21 clusters Score -9.886896e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157800 members 
Mstep: Class 4 contains 73032 members 
Mstep: Class 5 contains 121999 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21363 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 155990 members 
Mstep: Class 15 contains 29922 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42155 members 
Mstep: Class 18 contains 61770 members 
Mstep: Class 19 contains 128771 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869040.000000 Penalty: 44658.785156
Iteration 413Q: 21 clusters Score -9.886904e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157772 members 
Mstep: Class 4 contains 73024 members 
Mstep: Class 5 contains 122002 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21378 members 
Mstep: Class 13 contains 26874 members 
Mstep: Class 14 contains 156004 members 
Mstep: Class 15 contains 29918 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42164 members 
Mstep: Class 18 contains 61782 members 
Mstep: Class 19 contains 128770 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868952.000000 Penalty: 44658.785156
Iteration 414Q: 21 clusters Score -9.886895e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157734 members 
Mstep: Class 4 contains 73022 members 
Mstep: Class 5 contains 121997 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21393 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 156023 members 
Mstep: Class 15 contains 29917 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42168 members 
Mstep: Class 18 contains 61796 members 
Mstep: Class 19 contains 128767 members 
Mstep: Class 21 contains 37928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868960.000000 Penalty: 44658.785156
Iteration 415Q: 21 clusters Score -9.886896e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157691 members 
Mstep: Class 4 contains 73023 members 
Mstep: Class 5 contains 121992 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14686 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 156055 members 
Mstep: Class 15 contains 29916 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42174 members 
Mstep: Class 18 contains 61802 members 
Mstep: Class 19 contains 128764 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868944.000000 Penalty: 44658.785156
Iteration 416Q: 21 clusters Score -9.886894e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157668 members 
Mstep: Class 4 contains 73021 members 
Mstep: Class 5 contains 121993 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 14686 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 156080 members 
Mstep: Class 15 contains 29913 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 18 contains 61805 members 
Mstep: Class 19 contains 128766 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869000.000000 Penalty: 44658.785156
Iteration 417Q: 21 clusters Score -9.8869e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157641 members 
Mstep: Class 4 contains 73021 members 
Mstep: Class 5 contains 121996 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 21425 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 156094 members 
Mstep: Class 15 contains 29913 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42185 members 
Mstep: Class 18 contains 61806 members 
Mstep: Class 19 contains 128766 members 
Mstep: Class 21 contains 37927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869032.000000 Penalty: 44658.785156
Iteration 418Q: 21 clusters Score -9.886903e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157627 members 
Mstep: Class 4 contains 73025 members 
Mstep: Class 5 contains 121998 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 21432 members 
Mstep: Class 13 contains 26807 members 
Mstep: Class 14 contains 156097 members 
Mstep: Class 15 contains 29913 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42191 members 
Mstep: Class 18 contains 61806 members 
Mstep: Class 19 contains 128767 members 
Mstep: Class 21 contains 37926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869120.000000 Penalty: 44658.785156
Iteration 419Q: 21 clusters Score -9.886912e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157614 members 
Mstep: Class 4 contains 73028 members 
Mstep: Class 5 contains 121997 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 21436 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 156098 members 
Mstep: Class 15 contains 29911 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42203 members 
Mstep: Class 18 contains 61812 members 
Mstep: Class 19 contains 128764 members 
Mstep: Class 21 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869112.000000 Penalty: 44658.785156
Iteration 420F: 21 clusters Score -9.886911e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157589 members 
Mstep: Class 4 contains 73028 members 
Mstep: Class 5 contains 122003 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 21440 members 
Mstep: Class 13 contains 26795 members 
Mstep: Class 14 contains 156102 members 
Mstep: Class 15 contains 29911 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 61817 members 
Mstep: Class 19 contains 128764 members 
Mstep: Class 21 contains 37924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869064.000000 Penalty: 44658.785156
Iteration 421Q: 21 clusters Score -9.886906e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157553 members 
Mstep: Class 4 contains 73027 members 
Mstep: Class 5 contains 122006 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 21450 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 156113 members 
Mstep: Class 15 contains 29910 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42221 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 19 contains 128767 members 
Mstep: Class 21 contains 37923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868968.000000 Penalty: 44658.785156
Iteration 422Q: 21 clusters Score -9.886897e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157518 members 
Mstep: Class 4 contains 73022 members 
Mstep: Class 5 contains 122006 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 21457 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 156135 members 
Mstep: Class 15 contains 29910 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42229 members 
Mstep: Class 18 contains 61822 members 
Mstep: Class 19 contains 128768 members 
Mstep: Class 21 contains 37923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869024.000000 Penalty: 44658.785156
Iteration 423Q: 21 clusters Score -9.886902e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157487 members 
Mstep: Class 4 contains 73024 members 
Mstep: Class 5 contains 122012 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 21468 members 
Mstep: Class 13 contains 26773 members 
Mstep: Class 14 contains 156141 members 
Mstep: Class 15 contains 29912 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 18 contains 61816 members 
Mstep: Class 19 contains 128769 members 
Mstep: Class 21 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869088.000000 Penalty: 44658.785156
Iteration 424Q: 21 clusters Score -9.886909e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157470 members 
Mstep: Class 4 contains 73022 members 
Mstep: Class 5 contains 122016 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14680 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 21474 members 
Mstep: Class 13 contains 26770 members 
Mstep: Class 14 contains 156154 members 
Mstep: Class 15 contains 29910 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42238 members 
Mstep: Class 18 contains 61812 members 
Mstep: Class 19 contains 128770 members 
Mstep: Class 21 contains 37917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869032.000000 Penalty: 44658.785156
Iteration 425Q: 21 clusters Score -9.886903e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157447 members 
Mstep: Class 4 contains 73026 members 
Mstep: Class 5 contains 122013 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14680 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 13 contains 26765 members 
Mstep: Class 14 contains 156157 members 
Mstep: Class 15 contains 29916 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42241 members 
Mstep: Class 18 contains 61818 members 
Mstep: Class 19 contains 128766 members 
Mstep: Class 21 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868880.000000 Penalty: 44658.785156
Iteration 426Q: 21 clusters Score -9.886888e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157426 members 
Mstep: Class 4 contains 73030 members 
Mstep: Class 5 contains 122011 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 26760 members 
Mstep: Class 14 contains 156164 members 
Mstep: Class 15 contains 29921 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 61816 members 
Mstep: Class 19 contains 128767 members 
Mstep: Class 21 contains 37911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869008.000000 Penalty: 44658.785156
Iteration 427Q: 21 clusters Score -9.886901e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157384 members 
Mstep: Class 4 contains 73031 members 
Mstep: Class 5 contains 122012 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21507 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 156185 members 
Mstep: Class 15 contains 29919 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42246 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 19 contains 128766 members 
Mstep: Class 21 contains 37910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 428Q: 21 clusters Score -9.88689e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157365 members 
Mstep: Class 4 contains 73033 members 
Mstep: Class 5 contains 122006 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14682 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21516 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 156198 members 
Mstep: Class 15 contains 29915 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42252 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 19 contains 128765 members 
Mstep: Class 21 contains 37905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868896.000000 Penalty: 44658.785156
Iteration 429Q: 21 clusters Score -9.88689e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157361 members 
Mstep: Class 4 contains 73032 members 
Mstep: Class 5 contains 121997 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14680 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21529 members 
Mstep: Class 13 contains 26749 members 
Mstep: Class 14 contains 156199 members 
Mstep: Class 15 contains 29912 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42252 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 19 contains 128770 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868776.000000 Penalty: 44658.785156
Iteration 430Q: 21 clusters Score -9.886878e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157342 members 
Mstep: Class 4 contains 73030 members 
Mstep: Class 5 contains 121984 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21540 members 
Mstep: Class 13 contains 26748 members 
Mstep: Class 14 contains 156214 members 
Mstep: Class 15 contains 29906 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 61814 members 
Mstep: Class 19 contains 128772 members 
Mstep: Class 21 contains 37911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868736.000000 Penalty: 44658.785156
Iteration 431Q: 21 clusters Score -9.886874e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 157328 members 
Mstep: Class 4 contains 73033 members 
Mstep: Class 5 contains 121976 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21551 members 
Mstep: Class 13 contains 26736 members 
Mstep: Class 14 contains 156219 members 
Mstep: Class 15 contains 29901 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42267 members 
Mstep: Class 18 contains 61813 members 
Mstep: Class 19 contains 128772 members 
Mstep: Class 21 contains 37910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868712.000000 Penalty: 44658.785156
Iteration 432Q: 21 clusters Score -9.886871e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157315 members 
Mstep: Class 4 contains 73033 members 
Mstep: Class 5 contains 121971 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14686 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21570 members 
Mstep: Class 13 contains 26723 members 
Mstep: Class 14 contains 156211 members 
Mstep: Class 15 contains 29903 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42275 members 
Mstep: Class 18 contains 61817 members 
Mstep: Class 19 contains 128771 members 
Mstep: Class 21 contains 37911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868512.000000 Penalty: 44658.785156
Iteration 433Q: 21 clusters Score -9.886851e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157318 members 
Mstep: Class 4 contains 73043 members 
Mstep: Class 5 contains 121962 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21589 members 
Mstep: Class 13 contains 26701 members 
Mstep: Class 14 contains 156179 members 
Mstep: Class 15 contains 29906 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42278 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 19 contains 128772 members 
Mstep: Class 21 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868360.000000 Penalty: 44658.785156
Iteration 434Q: 21 clusters Score -9.886836e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157304 members 
Mstep: Class 4 contains 73047 members 
Mstep: Class 5 contains 121960 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21609 members 
Mstep: Class 13 contains 26686 members 
Mstep: Class 14 contains 156159 members 
Mstep: Class 15 contains 29905 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42288 members 
Mstep: Class 18 contains 61825 members 
Mstep: Class 19 contains 128779 members 
Mstep: Class 21 contains 37915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868424.000000 Penalty: 44658.785156
Iteration 435Q: 21 clusters Score -9.886842e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157290 members 
Mstep: Class 4 contains 73049 members 
Mstep: Class 5 contains 121956 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21635 members 
Mstep: Class 13 contains 26670 members 
Mstep: Class 14 contains 156148 members 
Mstep: Class 15 contains 29910 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42291 members 
Mstep: Class 18 contains 61827 members 
Mstep: Class 19 contains 128783 members 
Mstep: Class 21 contains 37916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868552.000000 Penalty: 44658.785156
Iteration 436Q: 21 clusters Score -9.886855e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157267 members 
Mstep: Class 4 contains 73048 members 
Mstep: Class 5 contains 121952 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21658 members 
Mstep: Class 13 contains 26667 members 
Mstep: Class 14 contains 156146 members 
Mstep: Class 15 contains 29908 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 42294 members 
Mstep: Class 18 contains 61831 members 
Mstep: Class 19 contains 128782 members 
Mstep: Class 21 contains 37917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868520.000000 Penalty: 44658.785156
Iteration 437Q: 21 clusters Score -9.886852e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157237 members 
Mstep: Class 4 contains 73052 members 
Mstep: Class 5 contains 121950 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21680 members 
Mstep: Class 13 contains 26659 members 
Mstep: Class 14 contains 156145 members 
Mstep: Class 15 contains 29908 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42297 members 
Mstep: Class 18 contains 61836 members 
Mstep: Class 19 contains 128781 members 
Mstep: Class 21 contains 37915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 438Q: 21 clusters Score -9.88686e+07 nChanged 223
Entering ConstructFrom: 
Score: -98868600.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Entering Unmasked Estep 
Score: -4358693.500000 Penalty: 1729.300049
	Iteration 0F: 2 clusters Score -4358694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4330784.500000 Penalty: 3458.600098
	Iteration 0F: 3 clusters Score -4330784 nChanged 19496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4341572.000000 Penalty: 3458.600098
	Iteration 1F: 3 clusters Score -4341572 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4342151.000000 Penalty: 3458.600098
	Iteration 2Q: 3 clusters Score -4342151 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4343086.000000 Penalty: 3458.600098
	Iteration 3Q: 3 clusters Score -4343086 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4344830.500000 Penalty: 3458.600098
	Iteration 4F: 3 clusters Score -4344830 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4347669.000000 Penalty: 3458.600098
	Iteration 5F: 3 clusters Score -4347669 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4350995.500000 Penalty: 3458.600098
	Iteration 6F: 3 clusters Score -4350996 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4353595.500000 Penalty: 3458.600098
	Iteration 7F: 3 clusters Score -4353596 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4355147.500000 Penalty: 3458.600098
	Iteration 8F: 3 clusters Score -4355148 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4355975.000000 Penalty: 3458.600098
	Iteration 9Q: 3 clusters Score -4355975 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4356441.000000 Penalty: 3458.600098
	Iteration 10Q: 3 clusters Score -4356441 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4356716.000000 Penalty: 3458.600098
	Iteration 11Q: 3 clusters Score -4356716 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4356968.000000 Penalty: 3458.600098
	Iteration 12Q: 3 clusters Score -4356968 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4357120.500000 Penalty: 3458.600098
	Iteration 13Q: 3 clusters Score -4357120 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4357225.500000 Penalty: 3458.600098
	Iteration 14Q: 3 clusters Score -4357226 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4357319.500000 Penalty: 3458.600098
	Iteration 15Q: 3 clusters Score -4357320 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4357407.000000 Penalty: 3458.600098
	Iteration 16Q: 3 clusters Score -4357407 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -4357528.000000 Penalty: 3458.600098
	Iteration 17Q: 3 clusters Score -4357528 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -4357645.500000 Penalty: 3458.600098
	Iteration 18Q: 3 clusters Score -4357646 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4357868.000000 Penalty: 3458.600098
	Iteration 19Q: 3 clusters Score -4357868 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -4358152.500000 Penalty: 3458.600098
	Iteration 20F: 3 clusters Score -4358152 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4358416.000000 Penalty: 3458.600098
	Iteration 21Q: 3 clusters Score -4358416 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -4358550.000000 Penalty: 3458.600098
	Iteration 22Q: 3 clusters Score -4358550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -4358618.500000 Penalty: 3458.600098
	Iteration 23Q: 3 clusters Score -4358618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4358654.500000 Penalty: 3458.600098
	Iteration 24Q: 3 clusters Score -4358654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4358719.000000 Penalty: 3458.600098
	Iteration 25Q: 3 clusters Score -4358719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4358800.500000 Penalty: 3458.600098
	Iteration 26Q: 3 clusters Score -4358800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -4358870.000000 Penalty: 3458.600098
	Iteration 27Q: 3 clusters Score -4358870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4358994.500000 Penalty: 3458.600098
	Iteration 28Q: 3 clusters Score -4358994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4359081.000000 Penalty: 3458.600098
	Iteration 29Q: 3 clusters Score -4359081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4359106.500000 Penalty: 3458.600098
	Iteration 30Q: 3 clusters Score -4359106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -4359114.500000 Penalty: 3458.600098
	Iteration 31Q: 3 clusters Score -4359114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4359121.500000 Penalty: 3458.600098
	Iteration 32Q: 3 clusters Score -4359122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4359131.500000 Penalty: 3458.600098
	Iteration 33Q: 3 clusters Score -4359132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4359131.000000 Penalty: 3458.600098
	Iteration 34Q: 3 clusters Score -4359131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4359134.500000 Penalty: 3458.600098
	Iteration 35Q: 3 clusters Score -4359134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4359131.500000 Penalty: 3458.600098
	Iteration 36Q: 3 clusters Score -4359132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4359131.500000 Penalty: 3458.600098
	Iteration 37F: 3 clusters Score -4359132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157214 members 
Mstep: Class 4 contains 73058 members 
Mstep: Class 5 contains 121950 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 26646 members 
Mstep: Class 14 contains 156157 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 20 contains 40072 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
Score: -98868112.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98868600.000000 to -98868112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -60395.808594 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -60395.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59285.621094 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -59285.62 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59569.390625 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -59569.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59654.214844 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -59654.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59688.753906 Penalty: 2121.110840
	Iteration 3Q: 3 clusters Score -59688.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59742.402344 Penalty: 2121.110840
	Iteration 4Q: 3 clusters Score -59742.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59775.664062 Penalty: 2121.110840
	Iteration 5Q: 3 clusters Score -59775.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59812.140625 Penalty: 2121.110840
	Iteration 6Q: 3 clusters Score -59812.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59865.789062 Penalty: 2121.110840
	Iteration 7Q: 3 clusters Score -59865.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59904.207031 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -59904.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59942.257812 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -59942.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59999.636719 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -59999.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60092.582031 Penalty: 2121.110840
	Iteration 11Q: 3 clusters Score -60092.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60205.265625 Penalty: 2121.110840
	Iteration 12Q: 3 clusters Score -60205.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60303.292969 Penalty: 2121.110840
	Iteration 13Q: 3 clusters Score -60303.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60463.730469 Penalty: 2121.110840
	Iteration 14Q: 3 clusters Score -60463.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60631.792969 Penalty: 2121.110840
	Iteration 15Q: 3 clusters Score -60631.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60659.808594 Penalty: 2121.110840
	Iteration 16Q: 3 clusters Score -60659.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60665.304688 Penalty: 2121.110840
	Iteration 17Q: 3 clusters Score -60665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60666.046875 Penalty: 2121.110840
	Iteration 18Q: 3 clusters Score -60666.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60699.332031 Penalty: 2121.110840
	Iteration 19F: 3 clusters Score -60699.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60801.906250 Penalty: 2121.110840
	Iteration 20F: 3 clusters Score -60801.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60819.214844 Penalty: 2121.110840
	Iteration 21Q: 3 clusters Score -60819.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60822.156250 Penalty: 2121.110840
	Iteration 22Q: 3 clusters Score -60822.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60827.820312 Penalty: 2121.110840
	Iteration 23Q: 3 clusters Score -60827.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60858.785156 Penalty: 2121.110840
	Iteration 24Q: 3 clusters Score -60858.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60874.429688 Penalty: 2121.110840
	Iteration 25Q: 3 clusters Score -60874.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60899.238281 Penalty: 2121.110840
	Iteration 26Q: 3 clusters Score -60899.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60935.656250 Penalty: 2121.110840
	Iteration 27Q: 3 clusters Score -60935.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60948.519531 Penalty: 2121.110840
	Iteration 28Q: 3 clusters Score -60948.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60950.050781 Penalty: 2121.110840
	Iteration 29Q: 3 clusters Score -60950.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60953.250000 Penalty: 2121.110840
	Iteration 30F: 3 clusters Score -60953.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60956.511719 Penalty: 2121.110840
	Iteration 31Q: 3 clusters Score -60956.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60957.332031 Penalty: 2121.110840
	Iteration 32Q: 3 clusters Score -60957.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60959.289062 Penalty: 2121.110840
	Iteration 33Q: 3 clusters Score -60959.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60966.402344 Penalty: 2121.110840
	Iteration 34Q: 3 clusters Score -60966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60968.871094 Penalty: 2121.110840
	Iteration 35Q: 3 clusters Score -60968.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60968.871094 Penalty: 2121.110840
	Iteration 36F: 3 clusters Score -60968.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 339 members 
Mstep: Class 3 contains 157214 members 
Mstep: Class 4 contains 73058 members 
Mstep: Class 5 contains 121950 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 26646 members 
Mstep: Class 14 contains 156157 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
Score: -98868000.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98868600.000000 to -98868000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (157214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157214 members 
Entering Unmasked Estep 
Score: -16943040.000000 Penalty: 1944.371582
	Iteration 0F: 2 clusters Score -1.694304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -16840002.000000 Penalty: 3888.743164
	Iteration 0F: 3 clusters Score -1.684e+07 nChanged 75558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -16884656.000000 Penalty: 3888.743164
	Iteration 1F: 3 clusters Score -1.688466e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -16886106.000000 Penalty: 3888.743164
	Iteration 2Q: 3 clusters Score -1.688611e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -16888428.000000 Penalty: 3888.743164
	Iteration 3Q: 3 clusters Score -1.688843e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -16893672.000000 Penalty: 3888.743164
	Iteration 4F: 3 clusters Score -1.689367e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -16903336.000000 Penalty: 3888.743164
	Iteration 5F: 3 clusters Score -1.690334e+07 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -16917948.000000 Penalty: 3888.743164
	Iteration 6F: 3 clusters Score -1.691795e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -16932102.000000 Penalty: 3888.743164
	Iteration 7F: 3 clusters Score -1.69321e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -16938830.000000 Penalty: 3888.743164
	Iteration 8F: 3 clusters Score -1.693883e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 156014 members 
Entering Unmasked Estep 
Score: -16940752.000000 Penalty: 3888.743164
	Iteration 9Q: 3 clusters Score -1.694075e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -16941180.000000 Penalty: 3888.743164
	Iteration 10Q: 3 clusters Score -1.694118e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -16941326.000000 Penalty: 3888.743164
	Iteration 11Q: 3 clusters Score -1.694133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 156906 members 
Entering Unmasked Estep 
Score: -16941414.000000 Penalty: 3888.743164
	Iteration 12Q: 3 clusters Score -1.694141e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -16941466.000000 Penalty: 3888.743164
	Iteration 13Q: 3 clusters Score -1.694147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -16941494.000000 Penalty: 3888.743164
	Iteration 14Q: 3 clusters Score -1.694149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -16941526.000000 Penalty: 3888.743164
	Iteration 15Q: 3 clusters Score -1.694153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156923 members 
Entering Unmasked Estep 
Score: -16941540.000000 Penalty: 3888.743164
	Iteration 16Q: 3 clusters Score -1.694154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 156919 members 
Entering Unmasked Estep 
Score: -16941546.000000 Penalty: 3888.743164
	Iteration 17Q: 3 clusters Score -1.694155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -16941562.000000 Penalty: 3888.743164
	Iteration 18Q: 3 clusters Score -1.694156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -16941566.000000 Penalty: 3888.743164
	Iteration 19Q: 3 clusters Score -1.694157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -16941572.000000 Penalty: 3888.743164
	Iteration 20F: 3 clusters Score -1.694157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -16941576.000000 Penalty: 3888.743164
	Iteration 21Q: 3 clusters Score -1.694158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -16941570.000000 Penalty: 3888.743164
	Iteration 22Q: 3 clusters Score -1.694157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -16941570.000000 Penalty: 3888.743164
	Iteration 23F: 3 clusters Score -1.694157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Entering Unmasked Estep 
Score: -8033282.000000 Penalty: 1819.838989
	Iteration 0F: 2 clusters Score -8033282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7984321.000000 Penalty: 3639.677979
	Iteration 0F: 3 clusters Score -7984321 nChanged 34746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -8004149.500000 Penalty: 3639.677979
	Iteration 1F: 3 clusters Score -8004150 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -8004696.000000 Penalty: 3639.677979
	Iteration 2Q: 3 clusters Score -8004696 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -8005312.000000 Penalty: 3639.677979
	Iteration 3Q: 3 clusters Score -8005312 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -8006279.000000 Penalty: 3639.677979
	Iteration 4Q: 3 clusters Score -8006279 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8007643.500000 Penalty: 3639.677979
	Iteration 5Q: 3 clusters Score -8007644 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -8009521.000000 Penalty: 3639.677979
	Iteration 6Q: 3 clusters Score -8009521 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8012049.500000 Penalty: 3639.677979
	Iteration 7F: 3 clusters Score -8012050 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -8015315.500000 Penalty: 3639.677979
	Iteration 8F: 3 clusters Score -8015316 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -8018937.000000 Penalty: 3639.677979
	Iteration 9F: 3 clusters Score -8018937 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -8021281.500000 Penalty: 3639.677979
	Iteration 10F: 3 clusters Score -8021282 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8022033.500000 Penalty: 3639.677979
	Iteration 11Q: 3 clusters Score -8022034 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -8022244.000000 Penalty: 3639.677979
	Iteration 12Q: 3 clusters Score -8022244 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -8022375.500000 Penalty: 3639.677979
	Iteration 13Q: 3 clusters Score -8022376 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -8022422.500000 Penalty: 3639.677979
	Iteration 14Q: 3 clusters Score -8022422 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8022500.000000 Penalty: 3639.677979
	Iteration 15Q: 3 clusters Score -8022500 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -8022584.500000 Penalty: 3639.677979
	Iteration 16Q: 3 clusters Score -8022584 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -8022625.500000 Penalty: 3639.677979
	Iteration 17Q: 3 clusters Score -8022626 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -8022660.000000 Penalty: 3639.677979
	Iteration 18Q: 3 clusters Score -8022660 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -8022745.500000 Penalty: 3639.677979
	Iteration 19Q: 3 clusters Score -8022746 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -8022867.500000 Penalty: 3639.677979
	Iteration 20F: 3 clusters Score -8022868 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -8022943.500000 Penalty: 3639.677979
	Iteration 21Q: 3 clusters Score -8022944 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8023012.000000 Penalty: 3639.677979
	Iteration 22Q: 3 clusters Score -8023012 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8023114.000000 Penalty: 3639.677979
	Iteration 23Q: 3 clusters Score -8023114 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8023237.000000 Penalty: 3639.677979
	Iteration 24Q: 3 clusters Score -8023237 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8023367.500000 Penalty: 3639.677979
	Iteration 25Q: 3 clusters Score -8023368 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8023489.000000 Penalty: 3639.677979
	Iteration 26Q: 3 clusters Score -8023489 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8023555.000000 Penalty: 3639.677979
	Iteration 27Q: 3 clusters Score -8023555 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8023650.000000 Penalty: 3639.677979
	Iteration 28Q: 3 clusters Score -8023650 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8023849.000000 Penalty: 3639.677979
	Iteration 29Q: 3 clusters Score -8023849 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8023992.500000 Penalty: 3639.677979
	Iteration 30Q: 3 clusters Score -8023992 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8024183.000000 Penalty: 3639.677979
	Iteration 31Q: 3 clusters Score -8024183 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -8024352.000000 Penalty: 3639.677979
	Iteration 32Q: 3 clusters Score -8024352 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -8024604.000000 Penalty: 3639.677979
	Iteration 33Q: 3 clusters Score -8024604 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -8024820.500000 Penalty: 3639.677979
	Iteration 34Q: 3 clusters Score -8024820 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -8025060.000000 Penalty: 3639.677979
	Iteration 35Q: 3 clusters Score -8025060 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -8025325.000000 Penalty: 3639.677979
	Iteration 36Q: 3 clusters Score -8025325 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -8025572.000000 Penalty: 3639.677979
	Iteration 37Q: 3 clusters Score -8025572 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -8025847.500000 Penalty: 3639.677979
	Iteration 38Q: 3 clusters Score -8025848 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -8026104.000000 Penalty: 3639.677979
	Iteration 39Q: 3 clusters Score -8026104 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -8026391.500000 Penalty: 3639.677979
	Iteration 40F: 3 clusters Score -8026392 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -8026639.500000 Penalty: 3639.677979
	Iteration 41Q: 3 clusters Score -8026640 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -8026917.000000 Penalty: 3639.677979
	Iteration 42Q: 3 clusters Score -8026917 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -8027144.500000 Penalty: 3639.677979
	Iteration 43Q: 3 clusters Score -8027144 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -8027406.500000 Penalty: 3639.677979
	Iteration 44Q: 3 clusters Score -8027406 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -8027715.000000 Penalty: 3639.677979
	Iteration 45Q: 3 clusters Score -8027715 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -8027962.500000 Penalty: 3639.677979
	Iteration 46Q: 3 clusters Score -8027962 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -8028239.000000 Penalty: 3639.677979
	Iteration 47Q: 3 clusters Score -8028239 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -8028543.500000 Penalty: 3639.677979
	Iteration 48Q: 3 clusters Score -8028544 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -8028891.500000 Penalty: 3639.677979
	Iteration 49Q: 3 clusters Score -8028892 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -8029237.000000 Penalty: 3639.677979
	Iteration 50Q: 3 clusters Score -8029237 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -8029579.500000 Penalty: 3639.677979
	Iteration 51Q: 3 clusters Score -8029580 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -8029908.000000 Penalty: 3639.677979
	Iteration 52Q: 3 clusters Score -8029908 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -8030209.000000 Penalty: 3639.677979
	Iteration 53Q: 3 clusters Score -8030209 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -8030448.500000 Penalty: 3639.677979
	Iteration 54Q: 3 clusters Score -8030448 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -8030705.000000 Penalty: 3639.677979
	Iteration 55Q: 3 clusters Score -8030705 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -8030920.500000 Penalty: 3639.677979
	Iteration 56Q: 3 clusters Score -8030920 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -8031114.500000 Penalty: 3639.677979
	Iteration 57Q: 3 clusters Score -8031114 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -8031256.500000 Penalty: 3639.677979
	Iteration 58Q: 3 clusters Score -8031256 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -8031375.000000 Penalty: 3639.677979
	Iteration 59Q: 3 clusters Score -8031375 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -8031454.000000 Penalty: 3639.677979
	Iteration 60F: 3 clusters Score -8031454 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -8031563.500000 Penalty: 3639.677979
	Iteration 61Q: 3 clusters Score -8031564 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -8031657.500000 Penalty: 3639.677979
	Iteration 62Q: 3 clusters Score -8031658 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -8031698.500000 Penalty: 3639.677979
	Iteration 63Q: 3 clusters Score -8031698 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -8031756.000000 Penalty: 3639.677979
	Iteration 64Q: 3 clusters Score -8031756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -8031811.500000 Penalty: 3639.677979
	Iteration 65Q: 3 clusters Score -8031812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -8031886.500000 Penalty: 3639.677979
	Iteration 66Q: 3 clusters Score -8031886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -8031922.000000 Penalty: 3639.677979
	Iteration 67Q: 3 clusters Score -8031922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -8031956.500000 Penalty: 3639.677979
	Iteration 68Q: 3 clusters Score -8031956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -8031971.000000 Penalty: 3639.677979
	Iteration 69Q: 3 clusters Score -8031971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -8031967.500000 Penalty: 3639.677979
	Iteration 70Q: 3 clusters Score -8031968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8031966.000000 Penalty: 3639.677979
	Iteration 71Q: 3 clusters Score -8031966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8031981.500000 Penalty: 3639.677979
	Iteration 72Q: 3 clusters Score -8031982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -8031982.500000 Penalty: 3639.677979
	Iteration 73Q: 3 clusters Score -8031982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -8031984.000000 Penalty: 3639.677979
	Iteration 74Q: 3 clusters Score -8031984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -8031999.500000 Penalty: 3639.677979
	Iteration 75Q: 3 clusters Score -8032000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -8032009.000000 Penalty: 3639.677979
	Iteration 76Q: 3 clusters Score -8032009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -8032003.000000 Penalty: 3639.677979
	Iteration 77Q: 3 clusters Score -8032003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -8032015.500000 Penalty: 3639.677979
	Iteration 78Q: 3 clusters Score -8032016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -8032015.000000 Penalty: 3639.677979
	Iteration 79Q: 3 clusters Score -8032015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -8032024.000000 Penalty: 3639.677979
	Iteration 80F: 3 clusters Score -8032024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -8032021.000000 Penalty: 3639.677979
	Iteration 81Q: 3 clusters Score -8032021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -8032014.000000 Penalty: 3639.677979
	Iteration 82Q: 3 clusters Score -8032014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -8032025.000000 Penalty: 3639.677979
	Iteration 83Q: 3 clusters Score -8032025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -8032028.500000 Penalty: 3639.677979
	Iteration 84Q: 3 clusters Score -8032028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -8032030.500000 Penalty: 3639.677979
	Iteration 85Q: 3 clusters Score -8032030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -8032039.000000 Penalty: 3639.677979
	Iteration 86Q: 3 clusters Score -8032039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -8032050.500000 Penalty: 3639.677979
	Iteration 87Q: 3 clusters Score -8032050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -8032055.000000 Penalty: 3639.677979
	Iteration 88Q: 3 clusters Score -8032055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -8032051.000000 Penalty: 3639.677979
	Iteration 89Q: 3 clusters Score -8032051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -8032053.000000 Penalty: 3639.677979
	Iteration 90Q: 3 clusters Score -8032053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -8032057.000000 Penalty: 3639.677979
	Iteration 91Q: 3 clusters Score -8032057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -8032052.000000 Penalty: 3639.677979
	Iteration 92Q: 3 clusters Score -8032052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -8032064.000000 Penalty: 3639.677979
	Iteration 93Q: 3 clusters Score -8032064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -8032066.000000 Penalty: 3639.677979
	Iteration 94Q: 3 clusters Score -8032066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -8032066.500000 Penalty: 3639.677979
	Iteration 95Q: 3 clusters Score -8032066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -8032066.000000 Penalty: 3639.677979
	Iteration 96Q: 3 clusters Score -8032066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -8032070.000000 Penalty: 3639.677979
	Iteration 97Q: 3 clusters Score -8032070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -8032073.000000 Penalty: 3639.677979
	Iteration 98Q: 3 clusters Score -8032073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -8032073.000000 Penalty: 3639.677979
	Iteration 99F: 3 clusters Score -8032073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Entering Unmasked Estep 
Score: -13348950.000000 Penalty: 1903.097046
	Iteration 0F: 2 clusters Score -1.334895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -13267496.000000 Penalty: 3806.194092
	Iteration 0F: 3 clusters Score -1.32675e+07 nChanged 58655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -13301895.000000 Penalty: 3806.194092
	Iteration 1F: 3 clusters Score -1.33019e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -13302889.000000 Penalty: 3806.194092
	Iteration 2Q: 3 clusters Score -1.330289e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -13304496.000000 Penalty: 3806.194092
	Iteration 3Q: 3 clusters Score -1.33045e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -13307029.000000 Penalty: 3806.194092
	Iteration 4Q: 3 clusters Score -1.330703e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -13310274.000000 Penalty: 3806.194092
	Iteration 5F: 3 clusters Score -1.331027e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -13314410.000000 Penalty: 3806.194092
	Iteration 6F: 3 clusters Score -1.331441e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -13319586.000000 Penalty: 3806.194092
	Iteration 7F: 3 clusters Score -1.331959e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -13324718.000000 Penalty: 3806.194092
	Iteration 8F: 3 clusters Score -1.332472e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -13328540.000000 Penalty: 3806.194092
	Iteration 9F: 3 clusters Score -1.332854e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -13330009.000000 Penalty: 3806.194092
	Iteration 10Q: 3 clusters Score -1.333001e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -13330576.000000 Penalty: 3806.194092
	Iteration 11Q: 3 clusters Score -1.333058e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -13330962.000000 Penalty: 3806.194092
	Iteration 12Q: 3 clusters Score -1.333096e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -13331386.000000 Penalty: 3806.194092
	Iteration 13Q: 3 clusters Score -1.333139e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -13331795.000000 Penalty: 3806.194092
	Iteration 14Q: 3 clusters Score -1.33318e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -13332177.000000 Penalty: 3806.194092
	Iteration 15Q: 3 clusters Score -1.333218e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -13332660.000000 Penalty: 3806.194092
	Iteration 16Q: 3 clusters Score -1.333266e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -13333090.000000 Penalty: 3806.194092
	Iteration 17Q: 3 clusters Score -1.333309e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -13333554.000000 Penalty: 3806.194092
	Iteration 18Q: 3 clusters Score -1.333355e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -13334121.000000 Penalty: 3806.194092
	Iteration 19Q: 3 clusters Score -1.333412e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -13334733.000000 Penalty: 3806.194092
	Iteration 20F: 3 clusters Score -1.333473e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -13335284.000000 Penalty: 3806.194092
	Iteration 21Q: 3 clusters Score -1.333528e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -13335788.000000 Penalty: 3806.194092
	Iteration 22Q: 3 clusters Score -1.333579e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -13336309.000000 Penalty: 3806.194092
	Iteration 23Q: 3 clusters Score -1.333631e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -13336913.000000 Penalty: 3806.194092
	Iteration 24Q: 3 clusters Score -1.333691e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -13337601.000000 Penalty: 3806.194092
	Iteration 25Q: 3 clusters Score -1.33376e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -13338204.000000 Penalty: 3806.194092
	Iteration 26Q: 3 clusters Score -1.33382e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -13338784.000000 Penalty: 3806.194092
	Iteration 27Q: 3 clusters Score -1.333878e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -13339322.000000 Penalty: 3806.194092
	Iteration 28Q: 3 clusters Score -1.333932e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -13339977.000000 Penalty: 3806.194092
	Iteration 29Q: 3 clusters Score -1.333998e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -13340495.000000 Penalty: 3806.194092
	Iteration 30Q: 3 clusters Score -1.33405e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -13341174.000000 Penalty: 3806.194092
	Iteration 31Q: 3 clusters Score -1.334117e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -13341709.000000 Penalty: 3806.194092
	Iteration 32Q: 3 clusters Score -1.334171e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -13342288.000000 Penalty: 3806.194092
	Iteration 33Q: 3 clusters Score -1.334229e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -13342900.000000 Penalty: 3806.194092
	Iteration 34Q: 3 clusters Score -1.33429e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -13343503.000000 Penalty: 3806.194092
	Iteration 35Q: 3 clusters Score -1.33435e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -13344080.000000 Penalty: 3806.194092
	Iteration 36Q: 3 clusters Score -1.334408e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -13344647.000000 Penalty: 3806.194092
	Iteration 37Q: 3 clusters Score -1.334465e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -13345111.000000 Penalty: 3806.194092
	Iteration 38Q: 3 clusters Score -1.334511e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -13345519.000000 Penalty: 3806.194092
	Iteration 39Q: 3 clusters Score -1.334552e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -13345812.000000 Penalty: 3806.194092
	Iteration 40F: 3 clusters Score -1.334581e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
Score: -13346169.000000 Penalty: 3806.194092
	Iteration 41Q: 3 clusters Score -1.334617e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -13346451.000000 Penalty: 3806.194092
	Iteration 42Q: 3 clusters Score -1.334645e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -13346698.000000 Penalty: 3806.194092
	Iteration 43Q: 3 clusters Score -1.33467e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 115138 members 
Entering Unmasked Estep 
Score: -13346882.000000 Penalty: 3806.194092
	Iteration 44Q: 3 clusters Score -1.334688e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -13347039.000000 Penalty: 3806.194092
	Iteration 45Q: 3 clusters Score -1.334704e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -13347230.000000 Penalty: 3806.194092
	Iteration 46Q: 3 clusters Score -1.334723e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -13347383.000000 Penalty: 3806.194092
	Iteration 47Q: 3 clusters Score -1.334738e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 116789 members 
Entering Unmasked Estep 
Score: -13347522.000000 Penalty: 3806.194092
	Iteration 48Q: 3 clusters Score -1.334752e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 117068 members 
Entering Unmasked Estep 
Score: -13347598.000000 Penalty: 3806.194092
	Iteration 49Q: 3 clusters Score -1.33476e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -13347664.000000 Penalty: 3806.194092
	Iteration 50Q: 3 clusters Score -1.334766e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -13347700.000000 Penalty: 3806.194092
	Iteration 51Q: 3 clusters Score -1.33477e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -13347763.000000 Penalty: 3806.194092
	Iteration 52Q: 3 clusters Score -1.334776e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -13347799.000000 Penalty: 3806.194092
	Iteration 53Q: 3 clusters Score -1.33478e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 118021 members 
Entering Unmasked Estep 
Score: -13347858.000000 Penalty: 3806.194092
	Iteration 54Q: 3 clusters Score -1.334786e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 118141 members 
Entering Unmasked Estep 
Score: -13347892.000000 Penalty: 3806.194092
	Iteration 55Q: 3 clusters Score -1.334789e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -13347933.000000 Penalty: 3806.194092
	Iteration 56Q: 3 clusters Score -1.334793e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -13347951.000000 Penalty: 3806.194092
	Iteration 57Q: 3 clusters Score -1.334795e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -13347960.000000 Penalty: 3806.194092
	Iteration 58Q: 3 clusters Score -1.334796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 118434 members 
Entering Unmasked Estep 
Score: -13347967.000000 Penalty: 3806.194092
	Iteration 59Q: 3 clusters Score -1.334797e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -13348001.000000 Penalty: 3806.194092
	Iteration 60F: 3 clusters Score -1.3348e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -13348020.000000 Penalty: 3806.194092
	Iteration 61Q: 3 clusters Score -1.334802e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -13348010.000000 Penalty: 3806.194092
	Iteration 62Q: 3 clusters Score -1.334801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -13348015.000000 Penalty: 3806.194092
	Iteration 63Q: 3 clusters Score -1.334802e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 118711 members 
Entering Unmasked Estep 
Score: -13348003.000000 Penalty: 3806.194092
	Iteration 64Q: 3 clusters Score -1.3348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -13348000.000000 Penalty: 3806.194092
	Iteration 65Q: 3 clusters Score -1.3348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -13348017.000000 Penalty: 3806.194092
	Iteration 66Q: 3 clusters Score -1.334802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -13348008.000000 Penalty: 3806.194092
	Iteration 67Q: 3 clusters Score -1.334801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 118822 members 
Entering Unmasked Estep 
Score: -13348003.000000 Penalty: 3806.194092
	Iteration 68Q: 3 clusters Score -1.3348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 118836 members 
Entering Unmasked Estep 
Score: -13348010.000000 Penalty: 3806.194092
	Iteration 69Q: 3 clusters Score -1.334801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -13348017.000000 Penalty: 3806.194092
	Iteration 70Q: 3 clusters Score -1.334802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -13348016.000000 Penalty: 3806.194092
	Iteration 71Q: 3 clusters Score -1.334802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 118883 members 
Entering Unmasked Estep 
Score: -13348026.000000 Penalty: 3806.194092
	Iteration 72Q: 3 clusters Score -1.334803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 118893 members 
Entering Unmasked Estep 
Score: -13348031.000000 Penalty: 3806.194092
	Iteration 73Q: 3 clusters Score -1.334803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -13348035.000000 Penalty: 3806.194092
	Iteration 74Q: 3 clusters Score -1.334804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -13348022.000000 Penalty: 3806.194092
	Iteration 75Q: 3 clusters Score -1.334802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 118926 members 
Entering Unmasked Estep 
Score: -13348028.000000 Penalty: 3806.194092
	Iteration 76Q: 3 clusters Score -1.334803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -13348026.000000 Penalty: 3806.194092
	Iteration 77Q: 3 clusters Score -1.334803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -13348032.000000 Penalty: 3806.194092
	Iteration 78Q: 3 clusters Score -1.334803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -13348041.000000 Penalty: 3806.194092
	Iteration 79Q: 3 clusters Score -1.334804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -13348041.000000 Penalty: 3806.194092
	Iteration 80F: 3 clusters Score -1.334804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -13348055.000000 Penalty: 3806.194092
	Iteration 81Q: 3 clusters Score -1.334806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -13348051.000000 Penalty: 3806.194092
	Iteration 82Q: 3 clusters Score -1.334805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -13348051.000000 Penalty: 3806.194092
	Iteration 83Q: 3 clusters Score -1.334805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -13348061.000000 Penalty: 3806.194092
	Iteration 84Q: 3 clusters Score -1.334806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -13348061.000000 Penalty: 3806.194092
	Iteration 85Q: 3 clusters Score -1.334806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -13348065.000000 Penalty: 3806.194092
	Iteration 86Q: 3 clusters Score -1.334806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 119004 members 
Entering Unmasked Estep 
Score: -13348055.000000 Penalty: 3806.194092
	Iteration 87Q: 3 clusters Score -1.334806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 119004 members 
Entering Unmasked Estep 
Score: -13348055.000000 Penalty: 3806.194092
	Iteration 88F: 3 clusters Score -1.334806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -223339.500000 Penalty: 1238.603394
	Iteration 0F: 2 clusters Score -223339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -221253.234375 Penalty: 2477.206787
	Iteration 0F: 3 clusters Score -221253.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221651.515625 Penalty: 2477.206787
	Iteration 1F: 3 clusters Score -221651.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -221748.750000 Penalty: 2477.206787
	Iteration 2F: 3 clusters Score -221748.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221805.703125 Penalty: 2477.206787
	Iteration 3Q: 3 clusters Score -221805.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -221842.390625 Penalty: 2477.206787
	Iteration 4Q: 3 clusters Score -221842.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -221871.390625 Penalty: 2477.206787
	Iteration 5Q: 3 clusters Score -221871.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221893.625000 Penalty: 2477.206787
	Iteration 6Q: 3 clusters Score -221893.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221907.265625 Penalty: 2477.206787
	Iteration 7Q: 3 clusters Score -221907.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221915.703125 Penalty: 2477.206787
	Iteration 8Q: 3 clusters Score -221915.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221924.390625 Penalty: 2477.206787
	Iteration 9Q: 3 clusters Score -221924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -221935.750000 Penalty: 2477.206787
	Iteration 10Q: 3 clusters Score -221935.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221945.453125 Penalty: 2477.206787
	Iteration 11Q: 3 clusters Score -221945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -221958.218750 Penalty: 2477.206787
	Iteration 12Q: 3 clusters Score -221958.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -221966.578125 Penalty: 2477.206787
	Iteration 13Q: 3 clusters Score -221966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221975.234375 Penalty: 2477.206787
	Iteration 14Q: 3 clusters Score -221975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -221985.125000 Penalty: 2477.206787
	Iteration 15Q: 3 clusters Score -221985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -221999.000000 Penalty: 2477.206787
	Iteration 16Q: 3 clusters Score -221999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -222011.500000 Penalty: 2477.206787
	Iteration 17Q: 3 clusters Score -222011.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222020.687500 Penalty: 2477.206787
	Iteration 18Q: 3 clusters Score -222020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -222036.031250 Penalty: 2477.206787
	Iteration 19Q: 3 clusters Score -222036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222044.687500 Penalty: 2477.206787
	Iteration 20F: 3 clusters Score -222044.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222051.609375 Penalty: 2477.206787
	Iteration 21Q: 3 clusters Score -222051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -222057.937500 Penalty: 2477.206787
	Iteration 22Q: 3 clusters Score -222057.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -222068.296875 Penalty: 2477.206787
	Iteration 23Q: 3 clusters Score -222068.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -222080.390625 Penalty: 2477.206787
	Iteration 24Q: 3 clusters Score -222080.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -222087.281250 Penalty: 2477.206787
	Iteration 25Q: 3 clusters Score -222087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -222091.468750 Penalty: 2477.206787
	Iteration 26Q: 3 clusters Score -222091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -222093.734375 Penalty: 2477.206787
	Iteration 27Q: 3 clusters Score -222093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -222095.828125 Penalty: 2477.206787
	Iteration 28Q: 3 clusters Score -222095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -222096.171875 Penalty: 2477.206787
	Iteration 29Q: 3 clusters Score -222096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -222098.125000 Penalty: 2477.206787
	Iteration 30Q: 3 clusters Score -222098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -222102.015625 Penalty: 2477.206787
	Iteration 31Q: 3 clusters Score -222102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -222103.046875 Penalty: 2477.206787
	Iteration 32Q: 3 clusters Score -222103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -222103.328125 Penalty: 2477.206787
	Iteration 33Q: 3 clusters Score -222103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -222103.921875 Penalty: 2477.206787
	Iteration 34Q: 3 clusters Score -222103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222104.828125 Penalty: 2477.206787
	Iteration 35Q: 3 clusters Score -222104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222104.828125 Penalty: 2477.206787
	Iteration 36F: 3 clusters Score -222104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -295242.062500 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -295242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -292645.593750 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -292645.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -293223.937500 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -293223.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -293364.406250 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -293364.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293455.750000 Penalty: 2581.614014
	Iteration 3F: 3 clusters Score -293455.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -293507.812500 Penalty: 2581.614014
	Iteration 4Q: 3 clusters Score -293507.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293542.062500 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -293542.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -293575.500000 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -293575.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -293600.937500 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -293600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -293620.750000 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -293620.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -293631.250000 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -293631.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -293639.625000 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -293639.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -293646.093750 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -293646.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -293648.593750 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -293648.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -293650.125000 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -293650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -293651.968750 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -293652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -293655.562500 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -293655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293656.875000 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -293656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -293657.781250 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -293657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -293658.718750 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -293658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -293659.562500 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -293659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -293659.562500 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -293659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -134025.531250 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -134025.5 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 643 members 
Entering Unmasked Estep 
Score: -132465.343750 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -132465.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132732.328125 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -132732.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132809.328125 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -132809.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132847.484375 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -132847.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -132866.703125 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -132866.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132879.125000 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -132879.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132889.140625 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -132889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132896.578125 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -132896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132903.828125 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -132903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132910.984375 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -132911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132912.968750 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -132913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132914.125000 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -132914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -132914.734375 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -132914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132915.562500 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -132915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132916.687500 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -132916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132918.281250 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -132918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132919.281250 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -132919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132919.281250 Penalty: 2312.035645
	Iteration 17F: 3 clusters Score -132919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -152491.375000 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -152491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150766.921875 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -150766.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151089.140625 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -151089.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -151160.843750 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -151160.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -151205.265625 Penalty: 2353.676758
	Iteration 3Q: 3 clusters Score -151205.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151238.421875 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -151238.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151261.437500 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -151261.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151282.531250 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -151282.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -151298.500000 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -151298.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151309.062500 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -151309.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151317.203125 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -151317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -151322.562500 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -151322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -151324.953125 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -151325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -151326.484375 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -151326.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151328.937500 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -151328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151331.015625 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -151331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151334.937500 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -151334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -151335.671875 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -151335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151336.171875 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -151336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151336.171875 Penalty: 2353.676758
	Iteration 18F: 3 clusters Score -151336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Entering Unmasked Estep 
Score: -1624124.250000 Penalty: 1559.141724
	Iteration 0F: 2 clusters Score -1624124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1613930.875000 Penalty: 3118.283447
	Iteration 0F: 3 clusters Score -1613931 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1617473.125000 Penalty: 3118.283447
	Iteration 1F: 3 clusters Score -1617473 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1617878.000000 Penalty: 3118.283447
	Iteration 2F: 3 clusters Score -1617878 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1618231.750000 Penalty: 3118.283447
	Iteration 3F: 3 clusters Score -1618232 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1618603.250000 Penalty: 3118.283447
	Iteration 4Q: 3 clusters Score -1618603 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1618969.375000 Penalty: 3118.283447
	Iteration 5Q: 3 clusters Score -1618969 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1619296.250000 Penalty: 3118.283447
	Iteration 6Q: 3 clusters Score -1619296 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1619687.875000 Penalty: 3118.283447
	Iteration 7Q: 3 clusters Score -1619688 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1620076.250000 Penalty: 3118.283447
	Iteration 8Q: 3 clusters Score -1620076 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1620483.250000 Penalty: 3118.283447
	Iteration 9Q: 3 clusters Score -1620483 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1620807.750000 Penalty: 3118.283447
	Iteration 10Q: 3 clusters Score -1620808 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1621009.250000 Penalty: 3118.283447
	Iteration 11Q: 3 clusters Score -1621009 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1621094.750000 Penalty: 3118.283447
	Iteration 12Q: 3 clusters Score -1621095 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1621136.125000 Penalty: 3118.283447
	Iteration 13Q: 3 clusters Score -1621136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1621167.875000 Penalty: 3118.283447
	Iteration 14Q: 3 clusters Score -1621168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1621173.625000 Penalty: 3118.283447
	Iteration 15Q: 3 clusters Score -1621174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1621187.375000 Penalty: 3118.283447
	Iteration 16Q: 3 clusters Score -1621187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1621194.750000 Penalty: 3118.283447
	Iteration 17Q: 3 clusters Score -1621195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1621210.375000 Penalty: 3118.283447
	Iteration 18Q: 3 clusters Score -1621210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1621222.875000 Penalty: 3118.283447
	Iteration 19Q: 3 clusters Score -1621223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1621238.375000 Penalty: 3118.283447
	Iteration 20F: 3 clusters Score -1621238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1621254.875000 Penalty: 3118.283447
	Iteration 21Q: 3 clusters Score -1621255 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1621259.000000 Penalty: 3118.283447
	Iteration 22Q: 3 clusters Score -1621259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1621275.625000 Penalty: 3118.283447
	Iteration 23Q: 3 clusters Score -1621276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1621281.500000 Penalty: 3118.283447
	Iteration 24Q: 3 clusters Score -1621282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1621286.000000 Penalty: 3118.283447
	Iteration 25Q: 3 clusters Score -1621286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1621297.000000 Penalty: 3118.283447
	Iteration 26Q: 3 clusters Score -1621297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1621306.375000 Penalty: 3118.283447
	Iteration 27Q: 3 clusters Score -1621306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1621313.875000 Penalty: 3118.283447
	Iteration 28Q: 3 clusters Score -1621314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1621317.875000 Penalty: 3118.283447
	Iteration 29Q: 3 clusters Score -1621318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1621323.625000 Penalty: 3118.283447
	Iteration 30Q: 3 clusters Score -1621324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621333.500000 Penalty: 3118.283447
	Iteration 31Q: 3 clusters Score -1621334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1621339.000000 Penalty: 3118.283447
	Iteration 32Q: 3 clusters Score -1621339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1621341.875000 Penalty: 3118.283447
	Iteration 33Q: 3 clusters Score -1621342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1621351.625000 Penalty: 3118.283447
	Iteration 34Q: 3 clusters Score -1621352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1621355.375000 Penalty: 3118.283447
	Iteration 35Q: 3 clusters Score -1621355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1621359.500000 Penalty: 3118.283447
	Iteration 36Q: 3 clusters Score -1621360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1621365.625000 Penalty: 3118.283447
	Iteration 37Q: 3 clusters Score -1621366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1621372.125000 Penalty: 3118.283447
	Iteration 38Q: 3 clusters Score -1621372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1621374.000000 Penalty: 3118.283447
	Iteration 39Q: 3 clusters Score -1621374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1621384.250000 Penalty: 3118.283447
	Iteration 40F: 3 clusters Score -1621384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1621383.625000 Penalty: 3118.283447
	Iteration 41Q: 3 clusters Score -1621384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1621396.625000 Penalty: 3118.283447
	Iteration 42Q: 3 clusters Score -1621397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621386.125000 Penalty: 3118.283447
	Iteration 43Q: 3 clusters Score -1621386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1621389.000000 Penalty: 3118.283447
	Iteration 44Q: 3 clusters Score -1621389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1621395.125000 Penalty: 3118.283447
	Iteration 45Q: 3 clusters Score -1621395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1621396.875000 Penalty: 3118.283447
	Iteration 46Q: 3 clusters Score -1621397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1621398.250000 Penalty: 3118.283447
	Iteration 47Q: 3 clusters Score -1621398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1621394.875000 Penalty: 3118.283447
	Iteration 48Q: 3 clusters Score -1621395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1621401.750000 Penalty: 3118.283447
	Iteration 49Q: 3 clusters Score -1621402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1621402.000000 Penalty: 3118.283447
	Iteration 50Q: 3 clusters Score -1621402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1621400.625000 Penalty: 3118.283447
	Iteration 51Q: 3 clusters Score -1621401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621402.500000 Penalty: 3118.283447
	Iteration 52Q: 3 clusters Score -1621402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1621408.000000 Penalty: 3118.283447
	Iteration 53Q: 3 clusters Score -1621408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1621413.750000 Penalty: 3118.283447
	Iteration 54Q: 3 clusters Score -1621414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621413.250000 Penalty: 3118.283447
	Iteration 55Q: 3 clusters Score -1621413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1621419.000000 Penalty: 3118.283447
	Iteration 56Q: 3 clusters Score -1621419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621424.750000 Penalty: 3118.283447
	Iteration 57Q: 3 clusters Score -1621425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1621421.750000 Penalty: 3118.283447
	Iteration 58Q: 3 clusters Score -1621422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1621419.750000 Penalty: 3118.283447
	Iteration 59Q: 3 clusters Score -1621420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1621427.750000 Penalty: 3118.283447
	Iteration 60F: 3 clusters Score -1621428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1621425.500000 Penalty: 3118.283447
	Iteration 61Q: 3 clusters Score -1621426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1621429.125000 Penalty: 3118.283447
	Iteration 62Q: 3 clusters Score -1621429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1621433.875000 Penalty: 3118.283447
	Iteration 63Q: 3 clusters Score -1621434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1621437.125000 Penalty: 3118.283447
	Iteration 64Q: 3 clusters Score -1621437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1621436.500000 Penalty: 3118.283447
	Iteration 65Q: 3 clusters Score -1621436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1621445.250000 Penalty: 3118.283447
	Iteration 66Q: 3 clusters Score -1621445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621449.625000 Penalty: 3118.283447
	Iteration 67Q: 3 clusters Score -1621450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1621451.250000 Penalty: 3118.283447
	Iteration 68Q: 3 clusters Score -1621451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1621448.500000 Penalty: 3118.283447
	Iteration 69Q: 3 clusters Score -1621448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1621453.000000 Penalty: 3118.283447
	Iteration 70Q: 3 clusters Score -1621453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1621454.875000 Penalty: 3118.283447
	Iteration 71Q: 3 clusters Score -1621455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1621462.875000 Penalty: 3118.283447
	Iteration 72Q: 3 clusters Score -1621463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1621471.000000 Penalty: 3118.283447
	Iteration 73Q: 3 clusters Score -1621471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1621474.750000 Penalty: 3118.283447
	Iteration 74Q: 3 clusters Score -1621475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1621483.500000 Penalty: 3118.283447
	Iteration 75Q: 3 clusters Score -1621484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1621483.250000 Penalty: 3118.283447
	Iteration 76Q: 3 clusters Score -1621483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1621488.125000 Penalty: 3118.283447
	Iteration 77Q: 3 clusters Score -1621488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1621497.625000 Penalty: 3118.283447
	Iteration 78Q: 3 clusters Score -1621498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1621502.750000 Penalty: 3118.283447
	Iteration 79Q: 3 clusters Score -1621503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1621505.375000 Penalty: 3118.283447
	Iteration 80F: 3 clusters Score -1621505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1621514.375000 Penalty: 3118.283447
	Iteration 81Q: 3 clusters Score -1621514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1621516.125000 Penalty: 3118.283447
	Iteration 82Q: 3 clusters Score -1621516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1621532.500000 Penalty: 3118.283447
	Iteration 83Q: 3 clusters Score -1621532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1621543.500000 Penalty: 3118.283447
	Iteration 84Q: 3 clusters Score -1621544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1621557.125000 Penalty: 3118.283447
	Iteration 85Q: 3 clusters Score -1621557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1621564.250000 Penalty: 3118.283447
	Iteration 86Q: 3 clusters Score -1621564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1621565.000000 Penalty: 3118.283447
	Iteration 87Q: 3 clusters Score -1621565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1621575.875000 Penalty: 3118.283447
	Iteration 88Q: 3 clusters Score -1621576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1621582.750000 Penalty: 3118.283447
	Iteration 89Q: 3 clusters Score -1621583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1621588.625000 Penalty: 3118.283447
	Iteration 90Q: 3 clusters Score -1621589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1621594.250000 Penalty: 3118.283447
	Iteration 91Q: 3 clusters Score -1621594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1621593.375000 Penalty: 3118.283447
	Iteration 92Q: 3 clusters Score -1621593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1621593.125000 Penalty: 3118.283447
	Iteration 93Q: 3 clusters Score -1621593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1621595.750000 Penalty: 3118.283447
	Iteration 94Q: 3 clusters Score -1621596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1621599.875000 Penalty: 3118.283447
	Iteration 95Q: 3 clusters Score -1621600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1621602.125000 Penalty: 3118.283447
	Iteration 96Q: 3 clusters Score -1621602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1621604.250000 Penalty: 3118.283447
	Iteration 97Q: 3 clusters Score -1621604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1621604.000000 Penalty: 3118.283447
	Iteration 98Q: 3 clusters Score -1621604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1621608.500000 Penalty: 3118.283447
	Iteration 99Q: 3 clusters Score -1621608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1621613.750000 Penalty: 3118.283447
	Iteration 100F: 3 clusters Score -1621614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1621614.500000 Penalty: 3118.283447
	Iteration 101Q: 3 clusters Score -1621614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1621617.500000 Penalty: 3118.283447
	Iteration 102Q: 3 clusters Score -1621618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1621612.375000 Penalty: 3118.283447
	Iteration 103Q: 3 clusters Score -1621612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1621616.375000 Penalty: 3118.283447
	Iteration 104Q: 3 clusters Score -1621616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1621615.375000 Penalty: 3118.283447
	Iteration 105Q: 3 clusters Score -1621615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1621620.625000 Penalty: 3118.283447
	Iteration 106Q: 3 clusters Score -1621621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1621626.000000 Penalty: 3118.283447
	Iteration 107Q: 3 clusters Score -1621626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1621627.625000 Penalty: 3118.283447
	Iteration 108Q: 3 clusters Score -1621628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1621630.875000 Penalty: 3118.283447
	Iteration 109Q: 3 clusters Score -1621631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1621635.750000 Penalty: 3118.283447
	Iteration 110Q: 3 clusters Score -1621636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1621643.875000 Penalty: 3118.283447
	Iteration 111Q: 3 clusters Score -1621644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1621651.125000 Penalty: 3118.283447
	Iteration 112Q: 3 clusters Score -1621651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1621651.500000 Penalty: 3118.283447
	Iteration 113Q: 3 clusters Score -1621652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1621659.750000 Penalty: 3118.283447
	Iteration 114Q: 3 clusters Score -1621660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1621673.250000 Penalty: 3118.283447
	Iteration 115Q: 3 clusters Score -1621673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1621679.125000 Penalty: 3118.283447
	Iteration 116Q: 3 clusters Score -1621679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1621690.750000 Penalty: 3118.283447
	Iteration 117Q: 3 clusters Score -1621691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1621701.000000 Penalty: 3118.283447
	Iteration 118Q: 3 clusters Score -1621701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1621708.625000 Penalty: 3118.283447
	Iteration 119Q: 3 clusters Score -1621709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1621714.500000 Penalty: 3118.283447
	Iteration 120F: 3 clusters Score -1621714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1621718.625000 Penalty: 3118.283447
	Iteration 121Q: 3 clusters Score -1621719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1621726.375000 Penalty: 3118.283447
	Iteration 122Q: 3 clusters Score -1621726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1621734.625000 Penalty: 3118.283447
	Iteration 123Q: 3 clusters Score -1621735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1621742.625000 Penalty: 3118.283447
	Iteration 124Q: 3 clusters Score -1621743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1621748.000000 Penalty: 3118.283447
	Iteration 125Q: 3 clusters Score -1621748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1621756.125000 Penalty: 3118.283447
	Iteration 126Q: 3 clusters Score -1621756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1621760.375000 Penalty: 3118.283447
	Iteration 127Q: 3 clusters Score -1621760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1621766.125000 Penalty: 3118.283447
	Iteration 128Q: 3 clusters Score -1621766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1621773.875000 Penalty: 3118.283447
	Iteration 129Q: 3 clusters Score -1621774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1621777.875000 Penalty: 3118.283447
	Iteration 130Q: 3 clusters Score -1621778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1621790.125000 Penalty: 3118.283447
	Iteration 131Q: 3 clusters Score -1621790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1621785.250000 Penalty: 3118.283447
	Iteration 132Q: 3 clusters Score -1621785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1621793.875000 Penalty: 3118.283447
	Iteration 133Q: 3 clusters Score -1621794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1621796.000000 Penalty: 3118.283447
	Iteration 134Q: 3 clusters Score -1621796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1621802.250000 Penalty: 3118.283447
	Iteration 135Q: 3 clusters Score -1621802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1621812.250000 Penalty: 3118.283447
	Iteration 136Q: 3 clusters Score -1621812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1621818.750000 Penalty: 3118.283447
	Iteration 137Q: 3 clusters Score -1621819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1621821.125000 Penalty: 3118.283447
	Iteration 138Q: 3 clusters Score -1621821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1621826.875000 Penalty: 3118.283447
	Iteration 139Q: 3 clusters Score -1621827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1621839.125000 Penalty: 3118.283447
	Iteration 140F: 3 clusters Score -1621839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1621845.125000 Penalty: 3118.283447
	Iteration 141Q: 3 clusters Score -1621845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1621855.625000 Penalty: 3118.283447
	Iteration 142Q: 3 clusters Score -1621856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1621854.125000 Penalty: 3118.283447
	Iteration 143Q: 3 clusters Score -1621854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1621859.125000 Penalty: 3118.283447
	Iteration 144Q: 3 clusters Score -1621859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1621861.875000 Penalty: 3118.283447
	Iteration 145Q: 3 clusters Score -1621862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1621866.625000 Penalty: 3118.283447
	Iteration 146Q: 3 clusters Score -1621867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1621877.500000 Penalty: 3118.283447
	Iteration 147Q: 3 clusters Score -1621878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1621885.875000 Penalty: 3118.283447
	Iteration 148Q: 3 clusters Score -1621886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1621900.750000 Penalty: 3118.283447
	Iteration 149Q: 3 clusters Score -1621901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1621916.125000 Penalty: 3118.283447
	Iteration 150Q: 3 clusters Score -1621916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1621922.125000 Penalty: 3118.283447
	Iteration 151Q: 3 clusters Score -1621922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1621938.875000 Penalty: 3118.283447
	Iteration 152Q: 3 clusters Score -1621939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1621945.625000 Penalty: 3118.283447
	Iteration 153Q: 3 clusters Score -1621946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1621963.000000 Penalty: 3118.283447
	Iteration 154Q: 3 clusters Score -1621963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1621982.875000 Penalty: 3118.283447
	Iteration 155Q: 3 clusters Score -1621983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1622003.875000 Penalty: 3118.283447
	Iteration 156Q: 3 clusters Score -1622004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1622025.125000 Penalty: 3118.283447
	Iteration 157Q: 3 clusters Score -1622025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1622043.625000 Penalty: 3118.283447
	Iteration 158Q: 3 clusters Score -1622044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1622061.125000 Penalty: 3118.283447
	Iteration 159Q: 3 clusters Score -1622061 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1622079.625000 Penalty: 3118.283447
	Iteration 160F: 3 clusters Score -1622080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1622095.750000 Penalty: 3118.283447
	Iteration 161Q: 3 clusters Score -1622096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1622123.875000 Penalty: 3118.283447
	Iteration 162Q: 3 clusters Score -1622124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1622147.750000 Penalty: 3118.283447
	Iteration 163Q: 3 clusters Score -1622148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1622175.625000 Penalty: 3118.283447
	Iteration 164Q: 3 clusters Score -1622176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1622193.625000 Penalty: 3118.283447
	Iteration 165Q: 3 clusters Score -1622194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1622215.875000 Penalty: 3118.283447
	Iteration 166Q: 3 clusters Score -1622216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1622239.375000 Penalty: 3118.283447
	Iteration 167Q: 3 clusters Score -1622239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1622264.125000 Penalty: 3118.283447
	Iteration 168Q: 3 clusters Score -1622264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1622298.500000 Penalty: 3118.283447
	Iteration 169Q: 3 clusters Score -1622298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1622320.125000 Penalty: 3118.283447
	Iteration 170Q: 3 clusters Score -1622320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1622344.750000 Penalty: 3118.283447
	Iteration 171Q: 3 clusters Score -1622345 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1622377.375000 Penalty: 3118.283447
	Iteration 172Q: 3 clusters Score -1622377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1622409.750000 Penalty: 3118.283447
	Iteration 173Q: 3 clusters Score -1622410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1622442.750000 Penalty: 3118.283447
	Iteration 174Q: 3 clusters Score -1622443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1622485.125000 Penalty: 3118.283447
	Iteration 175Q: 3 clusters Score -1622485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1622523.000000 Penalty: 3118.283447
	Iteration 176Q: 3 clusters Score -1622523 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1622547.000000 Penalty: 3118.283447
	Iteration 177Q: 3 clusters Score -1622547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1622576.375000 Penalty: 3118.283447
	Iteration 178Q: 3 clusters Score -1622576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1622600.125000 Penalty: 3118.283447
	Iteration 179Q: 3 clusters Score -1622600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1622613.875000 Penalty: 3118.283447
	Iteration 180F: 3 clusters Score -1622614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1622626.250000 Penalty: 3118.283447
	Iteration 181Q: 3 clusters Score -1622626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1622638.500000 Penalty: 3118.283447
	Iteration 182Q: 3 clusters Score -1622638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1622645.875000 Penalty: 3118.283447
	Iteration 183Q: 3 clusters Score -1622646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1622651.875000 Penalty: 3118.283447
	Iteration 184Q: 3 clusters Score -1622652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1622659.750000 Penalty: 3118.283447
	Iteration 185Q: 3 clusters Score -1622660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1622666.000000 Penalty: 3118.283447
	Iteration 186Q: 3 clusters Score -1622666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1622671.875000 Penalty: 3118.283447
	Iteration 187Q: 3 clusters Score -1622672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1622678.875000 Penalty: 3118.283447
	Iteration 188Q: 3 clusters Score -1622679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1622680.875000 Penalty: 3118.283447
	Iteration 189Q: 3 clusters Score -1622681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1622683.125000 Penalty: 3118.283447
	Iteration 190Q: 3 clusters Score -1622683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1622688.625000 Penalty: 3118.283447
	Iteration 191Q: 3 clusters Score -1622689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1622691.500000 Penalty: 3118.283447
	Iteration 192Q: 3 clusters Score -1622692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1622695.500000 Penalty: 3118.283447
	Iteration 193Q: 3 clusters Score -1622696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1622700.375000 Penalty: 3118.283447
	Iteration 194Q: 3 clusters Score -1622700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1622706.125000 Penalty: 3118.283447
	Iteration 195Q: 3 clusters Score -1622706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1622710.375000 Penalty: 3118.283447
	Iteration 196Q: 3 clusters Score -1622710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1622716.125000 Penalty: 3118.283447
	Iteration 197Q: 3 clusters Score -1622716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1622721.125000 Penalty: 3118.283447
	Iteration 198Q: 3 clusters Score -1622721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1622725.375000 Penalty: 3118.283447
	Iteration 199Q: 3 clusters Score -1622725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1622732.625000 Penalty: 3118.283447
	Iteration 200F: 3 clusters Score -1622733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1622734.875000 Penalty: 3118.283447
	Iteration 201Q: 3 clusters Score -1622735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1622737.375000 Penalty: 3118.283447
	Iteration 202Q: 3 clusters Score -1622737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1622741.000000 Penalty: 3118.283447
	Iteration 203Q: 3 clusters Score -1622741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1622738.750000 Penalty: 3118.283447
	Iteration 204Q: 3 clusters Score -1622739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1622744.625000 Penalty: 3118.283447
	Iteration 205Q: 3 clusters Score -1622745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1622743.500000 Penalty: 3118.283447
	Iteration 206Q: 3 clusters Score -1622744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1622744.750000 Penalty: 3118.283447
	Iteration 207Q: 3 clusters Score -1622745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1622744.750000 Penalty: 3118.283447
	Iteration 208Q: 3 clusters Score -1622745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1622746.250000 Penalty: 3118.283447
	Iteration 209Q: 3 clusters Score -1622746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1622746.250000 Penalty: 3118.283447
	Iteration 210F: 3 clusters Score -1622746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -306510.531250 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -306510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -303864.250000 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -303864.2 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -304568.437500 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -304568.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -304912.656250 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -304912.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -305153.656250 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -305153.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -305376.656250 Penalty: 2585.171143
	Iteration 4F: 3 clusters Score -305376.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -305644.906250 Penalty: 2585.171143
	Iteration 5F: 3 clusters Score -305644.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -305979.937500 Penalty: 2585.171143
	Iteration 6F: 3 clusters Score -305979.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -306231.218750 Penalty: 2585.171143
	Iteration 7F: 3 clusters Score -306231.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -306380.812500 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -306380.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -306485.218750 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -306485.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -306547.156250 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -306547.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -306574.062500 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -306574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -306591.562500 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -306591.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -306596.562500 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -306596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -306599.718750 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -306599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -306600.562500 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -306600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -306600.562500 Penalty: 2585.171143
	Iteration 16F: 3 clusters Score -306600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157214 members 
Mstep: Class 4 contains 73058 members 
Mstep: Class 5 contains 121950 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 26646 members 
Mstep: Class 14 contains 156157 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
Score: -98867720.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98868600.000000 to -98867720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (21696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Entering Unmasked Estep 
Score: -2387760.500000 Penalty: 1622.543579
	Iteration 0F: 2 clusters Score -2387760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2373086.250000 Penalty: 3245.087158
	Iteration 0F: 3 clusters Score -2373086 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2378517.250000 Penalty: 3245.087158
	Iteration 1F: 3 clusters Score -2378517 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2378900.500000 Penalty: 3245.087158
	Iteration 2Q: 3 clusters Score -2378900 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2379252.250000 Penalty: 3245.087158
	Iteration 3Q: 3 clusters Score -2379252 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2379577.000000 Penalty: 3245.087158
	Iteration 4Q: 3 clusters Score -2379577 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2379890.000000 Penalty: 3245.087158
	Iteration 5Q: 3 clusters Score -2379890 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2380262.000000 Penalty: 3245.087158
	Iteration 6Q: 3 clusters Score -2380262 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2380809.000000 Penalty: 3245.087158
	Iteration 7Q: 3 clusters Score -2380809 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2381536.250000 Penalty: 3245.087158
	Iteration 8F: 3 clusters Score -2381536 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2382424.250000 Penalty: 3245.087158
	Iteration 9F: 3 clusters Score -2382424 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2383205.000000 Penalty: 3245.087158
	Iteration 10F: 3 clusters Score -2383205 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2383761.750000 Penalty: 3245.087158
	Iteration 11Q: 3 clusters Score -2383762 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2384128.000000 Penalty: 3245.087158
	Iteration 12Q: 3 clusters Score -2384128 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2384358.000000 Penalty: 3245.087158
	Iteration 13Q: 3 clusters Score -2384358 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2384552.500000 Penalty: 3245.087158
	Iteration 14Q: 3 clusters Score -2384552 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2384722.000000 Penalty: 3245.087158
	Iteration 15Q: 3 clusters Score -2384722 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2384855.250000 Penalty: 3245.087158
	Iteration 16Q: 3 clusters Score -2384855 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2385023.750000 Penalty: 3245.087158
	Iteration 17Q: 3 clusters Score -2385024 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2385195.750000 Penalty: 3245.087158
	Iteration 18Q: 3 clusters Score -2385196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2385363.500000 Penalty: 3245.087158
	Iteration 19Q: 3 clusters Score -2385364 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2385500.750000 Penalty: 3245.087158
	Iteration 20F: 3 clusters Score -2385501 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2385654.500000 Penalty: 3245.087158
	Iteration 21Q: 3 clusters Score -2385654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2385779.750000 Penalty: 3245.087158
	Iteration 22Q: 3 clusters Score -2385780 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2385889.250000 Penalty: 3245.087158
	Iteration 23Q: 3 clusters Score -2385889 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2385993.500000 Penalty: 3245.087158
	Iteration 24Q: 3 clusters Score -2385994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2386103.750000 Penalty: 3245.087158
	Iteration 25Q: 3 clusters Score -2386104 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2386194.000000 Penalty: 3245.087158
	Iteration 26Q: 3 clusters Score -2386194 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2386259.250000 Penalty: 3245.087158
	Iteration 27Q: 3 clusters Score -2386259 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2386316.500000 Penalty: 3245.087158
	Iteration 28Q: 3 clusters Score -2386316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2386364.500000 Penalty: 3245.087158
	Iteration 29Q: 3 clusters Score -2386364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2386412.250000 Penalty: 3245.087158
	Iteration 30Q: 3 clusters Score -2386412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2386455.250000 Penalty: 3245.087158
	Iteration 31Q: 3 clusters Score -2386455 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2386491.250000 Penalty: 3245.087158
	Iteration 32Q: 3 clusters Score -2386491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2386521.000000 Penalty: 3245.087158
	Iteration 33Q: 3 clusters Score -2386521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2386539.250000 Penalty: 3245.087158
	Iteration 34Q: 3 clusters Score -2386539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2386563.000000 Penalty: 3245.087158
	Iteration 35Q: 3 clusters Score -2386563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2386576.750000 Penalty: 3245.087158
	Iteration 36Q: 3 clusters Score -2386577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2386584.500000 Penalty: 3245.087158
	Iteration 37Q: 3 clusters Score -2386584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2386599.250000 Penalty: 3245.087158
	Iteration 38Q: 3 clusters Score -2386599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2386614.500000 Penalty: 3245.087158
	Iteration 39Q: 3 clusters Score -2386614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2386628.500000 Penalty: 3245.087158
	Iteration 40F: 3 clusters Score -2386628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2386653.250000 Penalty: 3245.087158
	Iteration 41Q: 3 clusters Score -2386653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2386665.500000 Penalty: 3245.087158
	Iteration 42Q: 3 clusters Score -2386666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2386677.500000 Penalty: 3245.087158
	Iteration 43Q: 3 clusters Score -2386678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2386686.250000 Penalty: 3245.087158
	Iteration 44Q: 3 clusters Score -2386686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2386695.750000 Penalty: 3245.087158
	Iteration 45Q: 3 clusters Score -2386696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2386702.750000 Penalty: 3245.087158
	Iteration 46Q: 3 clusters Score -2386703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2386710.000000 Penalty: 3245.087158
	Iteration 47Q: 3 clusters Score -2386710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2386715.000000 Penalty: 3245.087158
	Iteration 48Q: 3 clusters Score -2386715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2386713.750000 Penalty: 3245.087158
	Iteration 49Q: 3 clusters Score -2386714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2386714.500000 Penalty: 3245.087158
	Iteration 50Q: 3 clusters Score -2386714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2386716.000000 Penalty: 3245.087158
	Iteration 51Q: 3 clusters Score -2386716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2386716.250000 Penalty: 3245.087158
	Iteration 52Q: 3 clusters Score -2386716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2386722.500000 Penalty: 3245.087158
	Iteration 53Q: 3 clusters Score -2386722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2386722.250000 Penalty: 3245.087158
	Iteration 54Q: 3 clusters Score -2386722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2386722.250000 Penalty: 3245.087158
	Iteration 55F: 3 clusters Score -2386722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Entering Unmasked Estep 
Score: -2941732.000000 Penalty: 1655.939087
	Iteration 0F: 2 clusters Score -2941732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2923659.500000 Penalty: 3311.878174
	Iteration 0F: 3 clusters Score -2923660 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2930296.500000 Penalty: 3311.878174
	Iteration 1F: 3 clusters Score -2930296 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2930748.000000 Penalty: 3311.878174
	Iteration 2Q: 3 clusters Score -2930748 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2931292.000000 Penalty: 3311.878174
	Iteration 3Q: 3 clusters Score -2931292 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2932013.500000 Penalty: 3311.878174
	Iteration 4F: 3 clusters Score -2932014 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2933191.250000 Penalty: 3311.878174
	Iteration 5F: 3 clusters Score -2933191 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2934845.500000 Penalty: 3311.878174
	Iteration 6F: 3 clusters Score -2934846 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2936847.250000 Penalty: 3311.878174
	Iteration 7F: 3 clusters Score -2936847 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2938549.500000 Penalty: 3311.878174
	Iteration 8F: 3 clusters Score -2938550 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2939543.500000 Penalty: 3311.878174
	Iteration 9Q: 3 clusters Score -2939544 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2940049.250000 Penalty: 3311.878174
	Iteration 10Q: 3 clusters Score -2940049 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -2940267.750000 Penalty: 3311.878174
	Iteration 11Q: 3 clusters Score -2940268 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2940361.250000 Penalty: 3311.878174
	Iteration 12Q: 3 clusters Score -2940361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2940409.250000 Penalty: 3311.878174
	Iteration 13Q: 3 clusters Score -2940409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2940440.750000 Penalty: 3311.878174
	Iteration 14Q: 3 clusters Score -2940441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2940448.750000 Penalty: 3311.878174
	Iteration 15Q: 3 clusters Score -2940449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2940454.250000 Penalty: 3311.878174
	Iteration 16Q: 3 clusters Score -2940454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -2940459.750000 Penalty: 3311.878174
	Iteration 17Q: 3 clusters Score -2940460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2940464.500000 Penalty: 3311.878174
	Iteration 18Q: 3 clusters Score -2940464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2940466.750000 Penalty: 3311.878174
	Iteration 19Q: 3 clusters Score -2940467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2940470.250000 Penalty: 3311.878174
	Iteration 20F: 3 clusters Score -2940470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -2940468.750000 Penalty: 3311.878174
	Iteration 21Q: 3 clusters Score -2940469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2940471.000000 Penalty: 3311.878174
	Iteration 22Q: 3 clusters Score -2940471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -2940473.000000 Penalty: 3311.878174
	Iteration 23Q: 3 clusters Score -2940473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2940473.000000 Penalty: 3311.878174
	Iteration 24Q: 3 clusters Score -2940473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2940471.750000 Penalty: 3311.878174
	Iteration 25Q: 3 clusters Score -2940472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2940473.250000 Penalty: 3311.878174
	Iteration 26Q: 3 clusters Score -2940473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2940473.250000 Penalty: 3311.878174
	Iteration 27F: 3 clusters Score -2940473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Entering Unmasked Estep 
Score: -16863048.000000 Penalty: 1943.275269
	Iteration 0F: 2 clusters Score -1.686305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -16760313.000000 Penalty: 3886.550537
	Iteration 0F: 3 clusters Score -1.676031e+07 nChanged 75338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -16803902.000000 Penalty: 3886.550537
	Iteration 1F: 3 clusters Score -1.68039e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -16804512.000000 Penalty: 3886.550537
	Iteration 2Q: 3 clusters Score -1.680451e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -16805326.000000 Penalty: 3886.550537
	Iteration 3Q: 3 clusters Score -1.680533e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -16806308.000000 Penalty: 3886.550537
	Iteration 4Q: 3 clusters Score -1.680631e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -16807710.000000 Penalty: 3886.550537
	Iteration 5Q: 3 clusters Score -1.680771e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -16809886.000000 Penalty: 3886.550537
	Iteration 6Q: 3 clusters Score -1.680989e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -16813688.000000 Penalty: 3886.550537
	Iteration 7Q: 3 clusters Score -1.681369e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -16819544.000000 Penalty: 3886.550537
	Iteration 8F: 3 clusters Score -1.681954e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -16827560.000000 Penalty: 3886.550537
	Iteration 9F: 3 clusters Score -1.682756e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -16836116.000000 Penalty: 3886.550537
	Iteration 10F: 3 clusters Score -1.683612e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133366 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -16843882.000000 Penalty: 3886.550537
	Iteration 11F: 3 clusters Score -1.684388e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140152 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -16849886.000000 Penalty: 3886.550537
	Iteration 12Q: 3 clusters Score -1.684989e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -16853914.000000 Penalty: 3886.550537
	Iteration 13Q: 3 clusters Score -1.685391e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -16856802.000000 Penalty: 3886.550537
	Iteration 14Q: 3 clusters Score -1.68568e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -16858840.000000 Penalty: 3886.550537
	Iteration 15Q: 3 clusters Score -1.685884e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154120 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16860072.000000 Penalty: 3886.550537
	Iteration 16Q: 3 clusters Score -1.686007e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16860756.000000 Penalty: 3886.550537
	Iteration 17Q: 3 clusters Score -1.686076e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16861052.000000 Penalty: 3886.550537
	Iteration 18Q: 3 clusters Score -1.686105e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16861180.000000 Penalty: 3886.550537
	Iteration 19Q: 3 clusters Score -1.686118e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16861260.000000 Penalty: 3886.550537
	Iteration 20F: 3 clusters Score -1.686126e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16861282.000000 Penalty: 3886.550537
	Iteration 21Q: 3 clusters Score -1.686128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16861330.000000 Penalty: 3886.550537
	Iteration 22Q: 3 clusters Score -1.686133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16861352.000000 Penalty: 3886.550537
	Iteration 23Q: 3 clusters Score -1.686135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155928 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16861354.000000 Penalty: 3886.550537
	Iteration 24Q: 3 clusters Score -1.686135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16861374.000000 Penalty: 3886.550537
	Iteration 25Q: 3 clusters Score -1.686137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16861384.000000 Penalty: 3886.550537
	Iteration 26Q: 3 clusters Score -1.686138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16861396.000000 Penalty: 3886.550537
	Iteration 27Q: 3 clusters Score -1.68614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16861406.000000 Penalty: 3886.550537
	Iteration 28Q: 3 clusters Score -1.686141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155958 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16861412.000000 Penalty: 3886.550537
	Iteration 29Q: 3 clusters Score -1.686141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16861422.000000 Penalty: 3886.550537
	Iteration 30Q: 3 clusters Score -1.686142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155963 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16861438.000000 Penalty: 3886.550537
	Iteration 31Q: 3 clusters Score -1.686144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16861450.000000 Penalty: 3886.550537
	Iteration 32Q: 3 clusters Score -1.686145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155967 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16861460.000000 Penalty: 3886.550537
	Iteration 33Q: 3 clusters Score -1.686146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16861458.000000 Penalty: 3886.550537
	Iteration 34Q: 3 clusters Score -1.686146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16861454.000000 Penalty: 3886.550537
	Iteration 35Q: 3 clusters Score -1.686145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16861466.000000 Penalty: 3886.550537
	Iteration 36Q: 3 clusters Score -1.686147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155977 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16861468.000000 Penalty: 3886.550537
	Iteration 37Q: 3 clusters Score -1.686147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16861476.000000 Penalty: 3886.550537
	Iteration 38Q: 3 clusters Score -1.686148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16861476.000000 Penalty: 3886.550537
	Iteration 39Q: 3 clusters Score -1.686148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155984 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16861476.000000 Penalty: 3886.550537
	Iteration 40F: 3 clusters Score -1.686148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Entering Unmasked Estep 
Score: -3291364.500000 Penalty: 1674.684082
	Iteration 0F: 2 clusters Score -3291364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3271129.250000 Penalty: 3349.368164
	Iteration 0F: 3 clusters Score -3271129 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3278695.500000 Penalty: 3349.368164
	Iteration 1F: 3 clusters Score -3278696 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3279109.000000 Penalty: 3349.368164
	Iteration 2Q: 3 clusters Score -3279109 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3279639.250000 Penalty: 3349.368164
	Iteration 3Q: 3 clusters Score -3279639 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3280377.000000 Penalty: 3349.368164
	Iteration 4F: 3 clusters Score -3280377 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3281585.500000 Penalty: 3349.368164
	Iteration 5F: 3 clusters Score -3281586 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3283467.000000 Penalty: 3349.368164
	Iteration 6F: 3 clusters Score -3283467 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3285821.750000 Penalty: 3349.368164
	Iteration 7F: 3 clusters Score -3285822 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3287998.500000 Penalty: 3349.368164
	Iteration 8F: 3 clusters Score -3287998 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3289156.500000 Penalty: 3349.368164
	Iteration 9Q: 3 clusters Score -3289156 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3289584.750000 Penalty: 3349.368164
	Iteration 10Q: 3 clusters Score -3289585 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3289745.500000 Penalty: 3349.368164
	Iteration 11Q: 3 clusters Score -3289746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3289799.500000 Penalty: 3349.368164
	Iteration 12Q: 3 clusters Score -3289800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3289830.750000 Penalty: 3349.368164
	Iteration 13Q: 3 clusters Score -3289831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3289848.750000 Penalty: 3349.368164
	Iteration 14Q: 3 clusters Score -3289849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3289850.250000 Penalty: 3349.368164
	Iteration 15Q: 3 clusters Score -3289850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3289853.000000 Penalty: 3349.368164
	Iteration 16Q: 3 clusters Score -3289853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3289853.000000 Penalty: 3349.368164
	Iteration 17F: 3 clusters Score -3289853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -360184.250000 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -360184.2 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 1683 members 
Entering Unmasked Estep 
Score: -357234.875000 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -357234.9 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -357947.968750 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -357948 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -358076.593750 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -358076.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -358165.875000 Penalty: 2636.474121
	Iteration 3Q: 3 clusters Score -358165.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -358234.468750 Penalty: 2636.474121
	Iteration 4Q: 3 clusters Score -358234.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -358318.250000 Penalty: 2636.474121
	Iteration 5Q: 3 clusters Score -358318.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358399.312500 Penalty: 2636.474121
	Iteration 6Q: 3 clusters Score -358399.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -358448.812500 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -358448.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -358486.718750 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -358486.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -358524.000000 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -358524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -358555.375000 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -358555.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -358587.875000 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -358587.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -358624.562500 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -358624.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -358651.093750 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -358651.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -358680.781250 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -358680.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -358707.875000 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -358707.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -358733.593750 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -358733.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -358760.562500 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -358760.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -358786.156250 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -358786.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -358813.156250 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -358813.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -358832.750000 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -358832.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -358854.687500 Penalty: 2636.474121
	Iteration 21Q: 3 clusters Score -358854.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -358877.093750 Penalty: 2636.474121
	Iteration 22Q: 3 clusters Score -358877.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -358894.468750 Penalty: 2636.474121
	Iteration 23Q: 3 clusters Score -358894.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -358914.437500 Penalty: 2636.474121
	Iteration 24Q: 3 clusters Score -358914.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -358930.593750 Penalty: 2636.474121
	Iteration 25Q: 3 clusters Score -358930.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -358950.156250 Penalty: 2636.474121
	Iteration 26Q: 3 clusters Score -358950.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -358970.031250 Penalty: 2636.474121
	Iteration 27Q: 3 clusters Score -358970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -358992.156250 Penalty: 2636.474121
	Iteration 28Q: 3 clusters Score -358992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -359008.562500 Penalty: 2636.474121
	Iteration 29Q: 3 clusters Score -359008.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -359019.343750 Penalty: 2636.474121
	Iteration 30Q: 3 clusters Score -359019.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -359030.437500 Penalty: 2636.474121
	Iteration 31Q: 3 clusters Score -359030.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -359044.750000 Penalty: 2636.474121
	Iteration 32Q: 3 clusters Score -359044.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -359062.593750 Penalty: 2636.474121
	Iteration 33Q: 3 clusters Score -359062.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -359077.156250 Penalty: 2636.474121
	Iteration 34Q: 3 clusters Score -359077.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -359090.312500 Penalty: 2636.474121
	Iteration 35Q: 3 clusters Score -359090.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -359102.500000 Penalty: 2636.474121
	Iteration 36Q: 3 clusters Score -359102.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -359120.750000 Penalty: 2636.474121
	Iteration 37Q: 3 clusters Score -359120.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -359134.125000 Penalty: 2636.474121
	Iteration 38Q: 3 clusters Score -359134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -359143.156250 Penalty: 2636.474121
	Iteration 39Q: 3 clusters Score -359143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -359152.375000 Penalty: 2636.474121
	Iteration 40F: 3 clusters Score -359152.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -359166.562500 Penalty: 2636.474121
	Iteration 41Q: 3 clusters Score -359166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -359178.406250 Penalty: 2636.474121
	Iteration 42Q: 3 clusters Score -359178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -359188.437500 Penalty: 2636.474121
	Iteration 43Q: 3 clusters Score -359188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -359196.812500 Penalty: 2636.474121
	Iteration 44Q: 3 clusters Score -359196.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -359203.218750 Penalty: 2636.474121
	Iteration 45Q: 3 clusters Score -359203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -359208.312500 Penalty: 2636.474121
	Iteration 46Q: 3 clusters Score -359208.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -359212.156250 Penalty: 2636.474121
	Iteration 47Q: 3 clusters Score -359212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -359214.062500 Penalty: 2636.474121
	Iteration 48Q: 3 clusters Score -359214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -359217.531250 Penalty: 2636.474121
	Iteration 49Q: 3 clusters Score -359217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -359217.781250 Penalty: 2636.474121
	Iteration 50Q: 3 clusters Score -359217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -359218.937500 Penalty: 2636.474121
	Iteration 51Q: 3 clusters Score -359218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -359221.031250 Penalty: 2636.474121
	Iteration 52Q: 3 clusters Score -359221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -359230.156250 Penalty: 2636.474121
	Iteration 53Q: 3 clusters Score -359230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -359239.687500 Penalty: 2636.474121
	Iteration 54Q: 3 clusters Score -359239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -359244.531250 Penalty: 2636.474121
	Iteration 55Q: 3 clusters Score -359244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -359246.781250 Penalty: 2636.474121
	Iteration 56Q: 3 clusters Score -359246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -359248.562500 Penalty: 2636.474121
	Iteration 57Q: 3 clusters Score -359248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -359249.125000 Penalty: 2636.474121
	Iteration 58Q: 3 clusters Score -359249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -359250.625000 Penalty: 2636.474121
	Iteration 59Q: 3 clusters Score -359250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -359252.875000 Penalty: 2636.474121
	Iteration 60F: 3 clusters Score -359252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -359254.750000 Penalty: 2636.474121
	Iteration 61Q: 3 clusters Score -359254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -359254.750000 Penalty: 2636.474121
	Iteration 62F: 3 clusters Score -359254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Entering Unmasked Estep 
Score: -4663574.500000 Penalty: 1731.045898
	Iteration 0F: 2 clusters Score -4663574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4635137.000000 Penalty: 3462.091797
	Iteration 0F: 3 clusters Score -4635137 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4645969.500000 Penalty: 3462.091797
	Iteration 1F: 3 clusters Score -4645970 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4646366.500000 Penalty: 3462.091797
	Iteration 2Q: 3 clusters Score -4646366 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4646775.000000 Penalty: 3462.091797
	Iteration 3Q: 3 clusters Score -4646775 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4647293.000000 Penalty: 3462.091797
	Iteration 4Q: 3 clusters Score -4647293 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4647881.500000 Penalty: 3462.091797
	Iteration 5Q: 3 clusters Score -4647882 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4648630.500000 Penalty: 3462.091797
	Iteration 6Q: 3 clusters Score -4648630 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4649695.000000 Penalty: 3462.091797
	Iteration 7Q: 3 clusters Score -4649695 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4651085.500000 Penalty: 3462.091797
	Iteration 8F: 3 clusters Score -4651086 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4652890.000000 Penalty: 3462.091797
	Iteration 9F: 3 clusters Score -4652890 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4654981.500000 Penalty: 3462.091797
	Iteration 10F: 3 clusters Score -4654982 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4656605.000000 Penalty: 3462.091797
	Iteration 11F: 3 clusters Score -4656605 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4657324.500000 Penalty: 3462.091797
	Iteration 12Q: 3 clusters Score -4657324 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4657601.000000 Penalty: 3462.091797
	Iteration 13Q: 3 clusters Score -4657601 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4657769.000000 Penalty: 3462.091797
	Iteration 14Q: 3 clusters Score -4657769 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4657911.000000 Penalty: 3462.091797
	Iteration 15Q: 3 clusters Score -4657911 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4658023.500000 Penalty: 3462.091797
	Iteration 16Q: 3 clusters Score -4658024 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4658116.500000 Penalty: 3462.091797
	Iteration 17Q: 3 clusters Score -4658116 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4658229.500000 Penalty: 3462.091797
	Iteration 18Q: 3 clusters Score -4658230 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4658315.500000 Penalty: 3462.091797
	Iteration 19Q: 3 clusters Score -4658316 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -4658403.000000 Penalty: 3462.091797
	Iteration 20F: 3 clusters Score -4658403 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4658481.000000 Penalty: 3462.091797
	Iteration 21Q: 3 clusters Score -4658481 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -4658563.000000 Penalty: 3462.091797
	Iteration 22Q: 3 clusters Score -4658563 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -4658635.500000 Penalty: 3462.091797
	Iteration 23Q: 3 clusters Score -4658636 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -4658736.000000 Penalty: 3462.091797
	Iteration 24Q: 3 clusters Score -4658736 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4658816.000000 Penalty: 3462.091797
	Iteration 25Q: 3 clusters Score -4658816 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4658892.500000 Penalty: 3462.091797
	Iteration 26Q: 3 clusters Score -4658892 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4658989.000000 Penalty: 3462.091797
	Iteration 27Q: 3 clusters Score -4658989 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4659086.500000 Penalty: 3462.091797
	Iteration 28Q: 3 clusters Score -4659086 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4659170.500000 Penalty: 3462.091797
	Iteration 29Q: 3 clusters Score -4659170 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4659263.000000 Penalty: 3462.091797
	Iteration 30Q: 3 clusters Score -4659263 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4659369.000000 Penalty: 3462.091797
	Iteration 31Q: 3 clusters Score -4659369 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4659453.500000 Penalty: 3462.091797
	Iteration 32Q: 3 clusters Score -4659454 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4659547.500000 Penalty: 3462.091797
	Iteration 33Q: 3 clusters Score -4659548 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4659617.000000 Penalty: 3462.091797
	Iteration 34Q: 3 clusters Score -4659617 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4659690.000000 Penalty: 3462.091797
	Iteration 35Q: 3 clusters Score -4659690 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4659771.500000 Penalty: 3462.091797
	Iteration 36Q: 3 clusters Score -4659772 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4659828.000000 Penalty: 3462.091797
	Iteration 37Q: 3 clusters Score -4659828 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4659900.000000 Penalty: 3462.091797
	Iteration 38Q: 3 clusters Score -4659900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4659977.000000 Penalty: 3462.091797
	Iteration 39Q: 3 clusters Score -4659977 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4660034.000000 Penalty: 3462.091797
	Iteration 40F: 3 clusters Score -4660034 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4660094.500000 Penalty: 3462.091797
	Iteration 41Q: 3 clusters Score -4660094 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4660156.500000 Penalty: 3462.091797
	Iteration 42Q: 3 clusters Score -4660156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4660185.000000 Penalty: 3462.091797
	Iteration 43Q: 3 clusters Score -4660185 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4660233.000000 Penalty: 3462.091797
	Iteration 44Q: 3 clusters Score -4660233 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4660288.500000 Penalty: 3462.091797
	Iteration 45Q: 3 clusters Score -4660288 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4660324.500000 Penalty: 3462.091797
	Iteration 46Q: 3 clusters Score -4660324 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4660391.500000 Penalty: 3462.091797
	Iteration 47Q: 3 clusters Score -4660392 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4660446.500000 Penalty: 3462.091797
	Iteration 48Q: 3 clusters Score -4660446 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4660511.000000 Penalty: 3462.091797
	Iteration 49Q: 3 clusters Score -4660511 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4660576.500000 Penalty: 3462.091797
	Iteration 50Q: 3 clusters Score -4660576 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4660611.000000 Penalty: 3462.091797
	Iteration 51Q: 3 clusters Score -4660611 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4660692.500000 Penalty: 3462.091797
	Iteration 52Q: 3 clusters Score -4660692 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4660754.000000 Penalty: 3462.091797
	Iteration 53Q: 3 clusters Score -4660754 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4660830.000000 Penalty: 3462.091797
	Iteration 54Q: 3 clusters Score -4660830 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4660885.000000 Penalty: 3462.091797
	Iteration 55Q: 3 clusters Score -4660885 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4660948.000000 Penalty: 3462.091797
	Iteration 56Q: 3 clusters Score -4660948 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4660997.000000 Penalty: 3462.091797
	Iteration 57Q: 3 clusters Score -4660997 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -4661020.000000 Penalty: 3462.091797
	Iteration 58Q: 3 clusters Score -4661020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4661092.000000 Penalty: 3462.091797
	Iteration 59Q: 3 clusters Score -4661092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -4661142.500000 Penalty: 3462.091797
	Iteration 60F: 3 clusters Score -4661142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -4661169.000000 Penalty: 3462.091797
	Iteration 61Q: 3 clusters Score -4661169 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4661193.000000 Penalty: 3462.091797
	Iteration 62Q: 3 clusters Score -4661193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -4661230.500000 Penalty: 3462.091797
	Iteration 63Q: 3 clusters Score -4661230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -4661276.000000 Penalty: 3462.091797
	Iteration 64Q: 3 clusters Score -4661276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4661305.000000 Penalty: 3462.091797
	Iteration 65Q: 3 clusters Score -4661305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -4661350.000000 Penalty: 3462.091797
	Iteration 66Q: 3 clusters Score -4661350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4661392.500000 Penalty: 3462.091797
	Iteration 67Q: 3 clusters Score -4661392 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4661431.500000 Penalty: 3462.091797
	Iteration 68Q: 3 clusters Score -4661432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4661456.000000 Penalty: 3462.091797
	Iteration 69Q: 3 clusters Score -4661456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -4661499.500000 Penalty: 3462.091797
	Iteration 70Q: 3 clusters Score -4661500 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -4661519.500000 Penalty: 3462.091797
	Iteration 71Q: 3 clusters Score -4661520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4661555.500000 Penalty: 3462.091797
	Iteration 72Q: 3 clusters Score -4661556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4661574.000000 Penalty: 3462.091797
	Iteration 73Q: 3 clusters Score -4661574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4661596.500000 Penalty: 3462.091797
	Iteration 74Q: 3 clusters Score -4661596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4661626.500000 Penalty: 3462.091797
	Iteration 75Q: 3 clusters Score -4661626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4661642.500000 Penalty: 3462.091797
	Iteration 76Q: 3 clusters Score -4661642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -4661661.500000 Penalty: 3462.091797
	Iteration 77Q: 3 clusters Score -4661662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4661692.000000 Penalty: 3462.091797
	Iteration 78Q: 3 clusters Score -4661692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -4661703.500000 Penalty: 3462.091797
	Iteration 79Q: 3 clusters Score -4661704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4661741.000000 Penalty: 3462.091797
	Iteration 80F: 3 clusters Score -4661741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4661746.000000 Penalty: 3462.091797
	Iteration 81Q: 3 clusters Score -4661746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4661781.500000 Penalty: 3462.091797
	Iteration 82Q: 3 clusters Score -4661782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -4661794.000000 Penalty: 3462.091797
	Iteration 83Q: 3 clusters Score -4661794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4661810.000000 Penalty: 3462.091797
	Iteration 84Q: 3 clusters Score -4661810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -4661827.000000 Penalty: 3462.091797
	Iteration 85Q: 3 clusters Score -4661827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4661849.000000 Penalty: 3462.091797
	Iteration 86Q: 3 clusters Score -4661849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -4661858.000000 Penalty: 3462.091797
	Iteration 87Q: 3 clusters Score -4661858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4661884.500000 Penalty: 3462.091797
	Iteration 88Q: 3 clusters Score -4661884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4661904.000000 Penalty: 3462.091797
	Iteration 89Q: 3 clusters Score -4661904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -4661919.000000 Penalty: 3462.091797
	Iteration 90Q: 3 clusters Score -4661919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -4661934.000000 Penalty: 3462.091797
	Iteration 91Q: 3 clusters Score -4661934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4661950.000000 Penalty: 3462.091797
	Iteration 92Q: 3 clusters Score -4661950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -4661959.000000 Penalty: 3462.091797
	Iteration 93Q: 3 clusters Score -4661959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4661964.500000 Penalty: 3462.091797
	Iteration 94Q: 3 clusters Score -4661964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -4661968.500000 Penalty: 3462.091797
	Iteration 95Q: 3 clusters Score -4661968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -4661971.000000 Penalty: 3462.091797
	Iteration 96Q: 3 clusters Score -4661971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4661975.000000 Penalty: 3462.091797
	Iteration 97Q: 3 clusters Score -4661975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4661980.000000 Penalty: 3462.091797
	Iteration 98Q: 3 clusters Score -4661980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4661991.000000 Penalty: 3462.091797
	Iteration 99Q: 3 clusters Score -4661991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4661996.000000 Penalty: 3462.091797
	Iteration 100F: 3 clusters Score -4661996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -4661998.500000 Penalty: 3462.091797
	Iteration 101Q: 3 clusters Score -4661998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -4661996.500000 Penalty: 3462.091797
	Iteration 102Q: 3 clusters Score -4661996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4661992.500000 Penalty: 3462.091797
	Iteration 103Q: 3 clusters Score -4661992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -4661999.500000 Penalty: 3462.091797
	Iteration 104Q: 3 clusters Score -4662000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4661998.500000 Penalty: 3462.091797
	Iteration 105Q: 3 clusters Score -4661998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -4661999.500000 Penalty: 3462.091797
	Iteration 106Q: 3 clusters Score -4662000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4661998.500000 Penalty: 3462.091797
	Iteration 107Q: 3 clusters Score -4661998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -4662001.500000 Penalty: 3462.091797
	Iteration 108Q: 3 clusters Score -4662002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4662004.500000 Penalty: 3462.091797
	Iteration 109Q: 3 clusters Score -4662004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4662002.500000 Penalty: 3462.091797
	Iteration 110Q: 3 clusters Score -4662002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -4662006.000000 Penalty: 3462.091797
	Iteration 111Q: 3 clusters Score -4662006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -4662006.000000 Penalty: 3462.091797
	Iteration 112F: 3 clusters Score -4662006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Entering Unmasked Estep 
Score: -6791259.000000 Penalty: 1792.744385
	Iteration 0F: 2 clusters Score -6791259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6749848.000000 Penalty: 3585.488770
	Iteration 0F: 3 clusters Score -6749848 nChanged 29255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -6767044.000000 Penalty: 3585.488770
	Iteration 1F: 3 clusters Score -6767044 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -6767964.000000 Penalty: 3585.488770
	Iteration 2Q: 3 clusters Score -6767964 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6769113.000000 Penalty: 3585.488770
	Iteration 3Q: 3 clusters Score -6769113 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -6770568.500000 Penalty: 3585.488770
	Iteration 4Q: 3 clusters Score -6770568 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -6772505.500000 Penalty: 3585.488770
	Iteration 5F: 3 clusters Score -6772506 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -6775304.500000 Penalty: 3585.488770
	Iteration 6F: 3 clusters Score -6775304 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -6778912.000000 Penalty: 3585.488770
	Iteration 7F: 3 clusters Score -6778912 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -6782047.500000 Penalty: 3585.488770
	Iteration 8F: 3 clusters Score -6782048 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6783497.500000 Penalty: 3585.488770
	Iteration 9Q: 3 clusters Score -6783498 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -6783999.500000 Penalty: 3585.488770
	Iteration 10Q: 3 clusters Score -6784000 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -6784331.500000 Penalty: 3585.488770
	Iteration 11Q: 3 clusters Score -6784332 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -6784647.500000 Penalty: 3585.488770
	Iteration 12Q: 3 clusters Score -6784648 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6784896.000000 Penalty: 3585.488770
	Iteration 13Q: 3 clusters Score -6784896 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -6785075.500000 Penalty: 3585.488770
	Iteration 14Q: 3 clusters Score -6785076 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -6785294.500000 Penalty: 3585.488770
	Iteration 15Q: 3 clusters Score -6785294 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -6785439.500000 Penalty: 3585.488770
	Iteration 16Q: 3 clusters Score -6785440 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -6785599.000000 Penalty: 3585.488770
	Iteration 17Q: 3 clusters Score -6785599 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6785747.000000 Penalty: 3585.488770
	Iteration 18Q: 3 clusters Score -6785747 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -6785916.500000 Penalty: 3585.488770
	Iteration 19Q: 3 clusters Score -6785916 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -6786088.500000 Penalty: 3585.488770
	Iteration 20F: 3 clusters Score -6786088 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -6786236.000000 Penalty: 3585.488770
	Iteration 21Q: 3 clusters Score -6786236 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -6786383.000000 Penalty: 3585.488770
	Iteration 22Q: 3 clusters Score -6786383 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -6786547.000000 Penalty: 3585.488770
	Iteration 23Q: 3 clusters Score -6786547 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -6786722.000000 Penalty: 3585.488770
	Iteration 24Q: 3 clusters Score -6786722 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -6786918.500000 Penalty: 3585.488770
	Iteration 25Q: 3 clusters Score -6786918 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -6787108.500000 Penalty: 3585.488770
	Iteration 26Q: 3 clusters Score -6787108 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6787254.500000 Penalty: 3585.488770
	Iteration 27Q: 3 clusters Score -6787254 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -6787424.500000 Penalty: 3585.488770
	Iteration 28Q: 3 clusters Score -6787424 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6787635.000000 Penalty: 3585.488770
	Iteration 29Q: 3 clusters Score -6787635 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6787801.000000 Penalty: 3585.488770
	Iteration 30Q: 3 clusters Score -6787801 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6787975.500000 Penalty: 3585.488770
	Iteration 31Q: 3 clusters Score -6787976 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -6788132.500000 Penalty: 3585.488770
	Iteration 32Q: 3 clusters Score -6788132 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -6788276.000000 Penalty: 3585.488770
	Iteration 33Q: 3 clusters Score -6788276 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -6788443.000000 Penalty: 3585.488770
	Iteration 34Q: 3 clusters Score -6788443 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -6788596.500000 Penalty: 3585.488770
	Iteration 35Q: 3 clusters Score -6788596 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6788732.500000 Penalty: 3585.488770
	Iteration 36Q: 3 clusters Score -6788732 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -6788845.000000 Penalty: 3585.488770
	Iteration 37Q: 3 clusters Score -6788845 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6788989.500000 Penalty: 3585.488770
	Iteration 38Q: 3 clusters Score -6788990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6789093.500000 Penalty: 3585.488770
	Iteration 39Q: 3 clusters Score -6789094 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6789177.000000 Penalty: 3585.488770
	Iteration 40F: 3 clusters Score -6789177 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6789259.500000 Penalty: 3585.488770
	Iteration 41Q: 3 clusters Score -6789260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6789334.500000 Penalty: 3585.488770
	Iteration 42Q: 3 clusters Score -6789334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6789395.000000 Penalty: 3585.488770
	Iteration 43Q: 3 clusters Score -6789395 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6789433.000000 Penalty: 3585.488770
	Iteration 44Q: 3 clusters Score -6789433 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6789486.000000 Penalty: 3585.488770
	Iteration 45Q: 3 clusters Score -6789486 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6789520.500000 Penalty: 3585.488770
	Iteration 46Q: 3 clusters Score -6789520 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6789547.500000 Penalty: 3585.488770
	Iteration 47Q: 3 clusters Score -6789548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6789582.500000 Penalty: 3585.488770
	Iteration 48Q: 3 clusters Score -6789582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6789633.500000 Penalty: 3585.488770
	Iteration 49Q: 3 clusters Score -6789634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6789643.500000 Penalty: 3585.488770
	Iteration 50Q: 3 clusters Score -6789644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6789658.500000 Penalty: 3585.488770
	Iteration 51Q: 3 clusters Score -6789658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6789666.000000 Penalty: 3585.488770
	Iteration 52Q: 3 clusters Score -6789666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6789679.000000 Penalty: 3585.488770
	Iteration 53Q: 3 clusters Score -6789679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6789692.000000 Penalty: 3585.488770
	Iteration 54Q: 3 clusters Score -6789692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6789701.500000 Penalty: 3585.488770
	Iteration 55Q: 3 clusters Score -6789702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6789716.000000 Penalty: 3585.488770
	Iteration 56Q: 3 clusters Score -6789716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6789732.000000 Penalty: 3585.488770
	Iteration 57Q: 3 clusters Score -6789732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6789738.000000 Penalty: 3585.488770
	Iteration 58Q: 3 clusters Score -6789738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6789752.500000 Penalty: 3585.488770
	Iteration 59Q: 3 clusters Score -6789752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6789774.000000 Penalty: 3585.488770
	Iteration 60F: 3 clusters Score -6789774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6789780.500000 Penalty: 3585.488770
	Iteration 61Q: 3 clusters Score -6789780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6789787.000000 Penalty: 3585.488770
	Iteration 62Q: 3 clusters Score -6789787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6789791.000000 Penalty: 3585.488770
	Iteration 63Q: 3 clusters Score -6789791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6789796.500000 Penalty: 3585.488770
	Iteration 64Q: 3 clusters Score -6789796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6789801.500000 Penalty: 3585.488770
	Iteration 65Q: 3 clusters Score -6789802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6789795.500000 Penalty: 3585.488770
	Iteration 66Q: 3 clusters Score -6789796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6789798.000000 Penalty: 3585.488770
	Iteration 67Q: 3 clusters Score -6789798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6789800.500000 Penalty: 3585.488770
	Iteration 68Q: 3 clusters Score -6789800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6789800.500000 Penalty: 3585.488770
	Iteration 69F: 3 clusters Score -6789800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Entering Unmasked Estep 
Score: -14131046.000000 Penalty: 1911.952393
	Iteration 0F: 2 clusters Score -1.413105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -14045026.000000 Penalty: 3823.904785
	Iteration 0F: 3 clusters Score -1.404503e+07 nChanged 61815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -14080704.000000 Penalty: 3823.904785
	Iteration 1F: 3 clusters Score -1.40807e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -14081633.000000 Penalty: 3823.904785
	Iteration 2Q: 3 clusters Score -1.408163e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -14083263.000000 Penalty: 3823.904785
	Iteration 3Q: 3 clusters Score -1.408326e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -14086650.000000 Penalty: 3823.904785
	Iteration 4F: 3 clusters Score -1.408665e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -14093219.000000 Penalty: 3823.904785
	Iteration 5F: 3 clusters Score -1.409322e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -14102918.000000 Penalty: 3823.904785
	Iteration 6F: 3 clusters Score -1.410292e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -14113985.000000 Penalty: 3823.904785
	Iteration 7F: 3 clusters Score -1.411398e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
Score: -14122531.000000 Penalty: 3823.904785
	Iteration 8F: 3 clusters Score -1.412253e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -14126701.000000 Penalty: 3823.904785
	Iteration 9Q: 3 clusters Score -1.41267e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -14128187.000000 Penalty: 3823.904785
	Iteration 10Q: 3 clusters Score -1.412819e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -14128673.000000 Penalty: 3823.904785
	Iteration 11Q: 3 clusters Score -1.412867e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 121065 members 
Entering Unmasked Estep 
Score: -14128880.000000 Penalty: 3823.904785
	Iteration 12Q: 3 clusters Score -1.412888e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 121453 members 
Entering Unmasked Estep 
Score: -14129019.000000 Penalty: 3823.904785
	Iteration 13Q: 3 clusters Score -1.412902e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -14129098.000000 Penalty: 3823.904785
	Iteration 14Q: 3 clusters Score -1.41291e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -14129265.000000 Penalty: 3823.904785
	Iteration 15Q: 3 clusters Score -1.412926e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -14129339.000000 Penalty: 3823.904785
	Iteration 16Q: 3 clusters Score -1.412934e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 122675 members 
Entering Unmasked Estep 
Score: -14129405.000000 Penalty: 3823.904785
	Iteration 17Q: 3 clusters Score -1.41294e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -14129440.000000 Penalty: 3823.904785
	Iteration 18Q: 3 clusters Score -1.412944e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -14129429.000000 Penalty: 3823.904785
	Iteration 19Q: 3 clusters Score -1.412943e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -14129459.000000 Penalty: 3823.904785
	Iteration 20F: 3 clusters Score -1.412946e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 123451 members 
Entering Unmasked Estep 
Score: -14129462.000000 Penalty: 3823.904785
	Iteration 21Q: 3 clusters Score -1.412946e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -14129477.000000 Penalty: 3823.904785
	Iteration 22Q: 3 clusters Score -1.412948e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -14129525.000000 Penalty: 3823.904785
	Iteration 23Q: 3 clusters Score -1.412952e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 124019 members 
Entering Unmasked Estep 
Score: -14129574.000000 Penalty: 3823.904785
	Iteration 24Q: 3 clusters Score -1.412957e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 124175 members 
Entering Unmasked Estep 
Score: -14129638.000000 Penalty: 3823.904785
	Iteration 25Q: 3 clusters Score -1.412964e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -14129659.000000 Penalty: 3823.904785
	Iteration 26Q: 3 clusters Score -1.412966e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -14129672.000000 Penalty: 3823.904785
	Iteration 27Q: 3 clusters Score -1.412967e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -14129685.000000 Penalty: 3823.904785
	Iteration 28Q: 3 clusters Score -1.412968e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -14129737.000000 Penalty: 3823.904785
	Iteration 29Q: 3 clusters Score -1.412974e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 124736 members 
Entering Unmasked Estep 
Score: -14129776.000000 Penalty: 3823.904785
	Iteration 30Q: 3 clusters Score -1.412978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -14129783.000000 Penalty: 3823.904785
	Iteration 31Q: 3 clusters Score -1.412978e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -14129781.000000 Penalty: 3823.904785
	Iteration 32Q: 3 clusters Score -1.412978e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 124910 members 
Entering Unmasked Estep 
Score: -14129796.000000 Penalty: 3823.904785
	Iteration 33Q: 3 clusters Score -1.41298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -14129806.000000 Penalty: 3823.904785
	Iteration 34Q: 3 clusters Score -1.412981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -14129821.000000 Penalty: 3823.904785
	Iteration 35Q: 3 clusters Score -1.412982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 125026 members 
Entering Unmasked Estep 
Score: -14129809.000000 Penalty: 3823.904785
	Iteration 36Q: 3 clusters Score -1.412981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 125059 members 
Entering Unmasked Estep 
Score: -14129781.000000 Penalty: 3823.904785
	Iteration 37Q: 3 clusters Score -1.412978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 125085 members 
Entering Unmasked Estep 
Score: -14129775.000000 Penalty: 3823.904785
	Iteration 38Q: 3 clusters Score -1.412978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -14129782.000000 Penalty: 3823.904785
	Iteration 39Q: 3 clusters Score -1.412978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 125128 members 
Entering Unmasked Estep 
Score: -14129797.000000 Penalty: 3823.904785
	Iteration 40F: 3 clusters Score -1.41298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 125156 members 
Entering Unmasked Estep 
Score: -14129798.000000 Penalty: 3823.904785
	Iteration 41Q: 3 clusters Score -1.41298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -14129815.000000 Penalty: 3823.904785
	Iteration 42Q: 3 clusters Score -1.412982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -14129823.000000 Penalty: 3823.904785
	Iteration 43Q: 3 clusters Score -1.412982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -14129826.000000 Penalty: 3823.904785
	Iteration 44Q: 3 clusters Score -1.412983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 125247 members 
Entering Unmasked Estep 
Score: -14129840.000000 Penalty: 3823.904785
	Iteration 45Q: 3 clusters Score -1.412984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -14129848.000000 Penalty: 3823.904785
	Iteration 46Q: 3 clusters Score -1.412985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -14129861.000000 Penalty: 3823.904785
	Iteration 47Q: 3 clusters Score -1.412986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -14129869.000000 Penalty: 3823.904785
	Iteration 48Q: 3 clusters Score -1.412987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 125333 members 
Entering Unmasked Estep 
Score: -14129870.000000 Penalty: 3823.904785
	Iteration 49Q: 3 clusters Score -1.412987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -14129867.000000 Penalty: 3823.904785
	Iteration 50Q: 3 clusters Score -1.412987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -14129856.000000 Penalty: 3823.904785
	Iteration 51Q: 3 clusters Score -1.412986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -14129852.000000 Penalty: 3823.904785
	Iteration 52Q: 3 clusters Score -1.412985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 125413 members 
Entering Unmasked Estep 
Score: -14129829.000000 Penalty: 3823.904785
	Iteration 53Q: 3 clusters Score -1.412983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 125427 members 
Entering Unmasked Estep 
Score: -14129834.000000 Penalty: 3823.904785
	Iteration 54Q: 3 clusters Score -1.412983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 125438 members 
Entering Unmasked Estep 
Score: -14129841.000000 Penalty: 3823.904785
	Iteration 55Q: 3 clusters Score -1.412984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 125450 members 
Entering Unmasked Estep 
Score: -14129843.000000 Penalty: 3823.904785
	Iteration 56Q: 3 clusters Score -1.412984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 125468 members 
Entering Unmasked Estep 
Score: -14129844.000000 Penalty: 3823.904785
	Iteration 57Q: 3 clusters Score -1.412984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -14129847.000000 Penalty: 3823.904785
	Iteration 58Q: 3 clusters Score -1.412985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -14129860.000000 Penalty: 3823.904785
	Iteration 59Q: 3 clusters Score -1.412986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 125508 members 
Entering Unmasked Estep 
Score: -14129847.000000 Penalty: 3823.904785
	Iteration 60F: 3 clusters Score -1.412985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -14129858.000000 Penalty: 3823.904785
	Iteration 61Q: 3 clusters Score -1.412986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -14129864.000000 Penalty: 3823.904785
	Iteration 62Q: 3 clusters Score -1.412986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -14129871.000000 Penalty: 3823.904785
	Iteration 63Q: 3 clusters Score -1.412987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -14129859.000000 Penalty: 3823.904785
	Iteration 64Q: 3 clusters Score -1.412986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -14129878.000000 Penalty: 3823.904785
	Iteration 65Q: 3 clusters Score -1.412988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -14129858.000000 Penalty: 3823.904785
	Iteration 66Q: 3 clusters Score -1.412986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -14129866.000000 Penalty: 3823.904785
	Iteration 67Q: 3 clusters Score -1.412987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -14129862.000000 Penalty: 3823.904785
	Iteration 68Q: 3 clusters Score -1.412986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -14129862.000000 Penalty: 3823.904785
	Iteration 69F: 3 clusters Score -1.412986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Entering Unmasked Estep 
Score: -4177109.000000 Penalty: 1713.228394
	Iteration 0F: 2 clusters Score -4177109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4151703.500000 Penalty: 3426.456787
	Iteration 0F: 3 clusters Score -4151704 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4161553.250000 Penalty: 3426.456787
	Iteration 1F: 3 clusters Score -4161553 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -4161985.250000 Penalty: 3426.456787
	Iteration 2Q: 3 clusters Score -4161985 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4162473.750000 Penalty: 3426.456787
	Iteration 3Q: 3 clusters Score -4162474 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4163052.500000 Penalty: 3426.456787
	Iteration 4Q: 3 clusters Score -4163052 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4164017.500000 Penalty: 3426.456787
	Iteration 5Q: 3 clusters Score -4164018 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4165438.750000 Penalty: 3426.456787
	Iteration 6F: 3 clusters Score -4165439 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4167508.750000 Penalty: 3426.456787
	Iteration 7F: 3 clusters Score -4167509 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4170084.500000 Penalty: 3426.456787
	Iteration 8F: 3 clusters Score -4170084 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4172274.500000 Penalty: 3426.456787
	Iteration 9F: 3 clusters Score -4172274 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4173405.000000 Penalty: 3426.456787
	Iteration 10Q: 3 clusters Score -4173405 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4173831.500000 Penalty: 3426.456787
	Iteration 11Q: 3 clusters Score -4173832 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4174047.000000 Penalty: 3426.456787
	Iteration 12Q: 3 clusters Score -4174047 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4174178.750000 Penalty: 3426.456787
	Iteration 13Q: 3 clusters Score -4174179 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -4174266.500000 Penalty: 3426.456787
	Iteration 14Q: 3 clusters Score -4174266 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4174348.250000 Penalty: 3426.456787
	Iteration 15Q: 3 clusters Score -4174348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4174431.500000 Penalty: 3426.456787
	Iteration 16Q: 3 clusters Score -4174432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4174505.500000 Penalty: 3426.456787
	Iteration 17Q: 3 clusters Score -4174506 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4174599.500000 Penalty: 3426.456787
	Iteration 18Q: 3 clusters Score -4174600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4174682.500000 Penalty: 3426.456787
	Iteration 19Q: 3 clusters Score -4174682 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4174759.500000 Penalty: 3426.456787
	Iteration 20F: 3 clusters Score -4174760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4174856.750000 Penalty: 3426.456787
	Iteration 21Q: 3 clusters Score -4174857 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4174918.500000 Penalty: 3426.456787
	Iteration 22Q: 3 clusters Score -4174918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4174954.000000 Penalty: 3426.456787
	Iteration 23Q: 3 clusters Score -4174954 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4175032.500000 Penalty: 3426.456787
	Iteration 24Q: 3 clusters Score -4175032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4175091.750000 Penalty: 3426.456787
	Iteration 25Q: 3 clusters Score -4175092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4175109.750000 Penalty: 3426.456787
	Iteration 26Q: 3 clusters Score -4175110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4175173.250000 Penalty: 3426.456787
	Iteration 27Q: 3 clusters Score -4175173 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4175228.750000 Penalty: 3426.456787
	Iteration 28Q: 3 clusters Score -4175229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4175272.250000 Penalty: 3426.456787
	Iteration 29Q: 3 clusters Score -4175272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -4175303.500000 Penalty: 3426.456787
	Iteration 30Q: 3 clusters Score -4175304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4175328.250000 Penalty: 3426.456787
	Iteration 31Q: 3 clusters Score -4175328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4175368.000000 Penalty: 3426.456787
	Iteration 32Q: 3 clusters Score -4175368 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4175408.500000 Penalty: 3426.456787
	Iteration 33Q: 3 clusters Score -4175408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4175422.750000 Penalty: 3426.456787
	Iteration 34Q: 3 clusters Score -4175423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4175433.250000 Penalty: 3426.456787
	Iteration 35Q: 3 clusters Score -4175433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4175436.000000 Penalty: 3426.456787
	Iteration 36Q: 3 clusters Score -4175436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4175452.250000 Penalty: 3426.456787
	Iteration 37Q: 3 clusters Score -4175452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4175473.500000 Penalty: 3426.456787
	Iteration 38Q: 3 clusters Score -4175474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4175479.250000 Penalty: 3426.456787
	Iteration 39Q: 3 clusters Score -4175479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4175484.500000 Penalty: 3426.456787
	Iteration 40F: 3 clusters Score -4175484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4175501.000000 Penalty: 3426.456787
	Iteration 41Q: 3 clusters Score -4175501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4175512.750000 Penalty: 3426.456787
	Iteration 42Q: 3 clusters Score -4175513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4175525.500000 Penalty: 3426.456787
	Iteration 43Q: 3 clusters Score -4175526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4175533.250000 Penalty: 3426.456787
	Iteration 44Q: 3 clusters Score -4175533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4175544.500000 Penalty: 3426.456787
	Iteration 45Q: 3 clusters Score -4175544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4175548.750000 Penalty: 3426.456787
	Iteration 46Q: 3 clusters Score -4175549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4175557.250000 Penalty: 3426.456787
	Iteration 47Q: 3 clusters Score -4175557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4175566.000000 Penalty: 3426.456787
	Iteration 48Q: 3 clusters Score -4175566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4175568.250000 Penalty: 3426.456787
	Iteration 49Q: 3 clusters Score -4175568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4175571.500000 Penalty: 3426.456787
	Iteration 50Q: 3 clusters Score -4175572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4175580.250000 Penalty: 3426.456787
	Iteration 51Q: 3 clusters Score -4175580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4175581.500000 Penalty: 3426.456787
	Iteration 52Q: 3 clusters Score -4175582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4175582.500000 Penalty: 3426.456787
	Iteration 53Q: 3 clusters Score -4175582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4175580.000000 Penalty: 3426.456787
	Iteration 54Q: 3 clusters Score -4175580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4175579.500000 Penalty: 3426.456787
	Iteration 55Q: 3 clusters Score -4175580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4175580.000000 Penalty: 3426.456787
	Iteration 56Q: 3 clusters Score -4175580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4175582.500000 Penalty: 3426.456787
	Iteration 57Q: 3 clusters Score -4175582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4175586.000000 Penalty: 3426.456787
	Iteration 58Q: 3 clusters Score -4175586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4175588.000000 Penalty: 3426.456787
	Iteration 59Q: 3 clusters Score -4175588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4175583.500000 Penalty: 3426.456787
	Iteration 60F: 3 clusters Score -4175584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4175582.250000 Penalty: 3426.456787
	Iteration 61Q: 3 clusters Score -4175582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4175585.500000 Penalty: 3426.456787
	Iteration 62Q: 3 clusters Score -4175586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4175584.250000 Penalty: 3426.456787
	Iteration 63Q: 3 clusters Score -4175584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4175588.250000 Penalty: 3426.456787
	Iteration 64Q: 3 clusters Score -4175588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4175592.500000 Penalty: 3426.456787
	Iteration 65Q: 3 clusters Score -4175592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4175597.250000 Penalty: 3426.456787
	Iteration 66Q: 3 clusters Score -4175597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4175593.250000 Penalty: 3426.456787
	Iteration 67Q: 3 clusters Score -4175593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4175594.500000 Penalty: 3426.456787
	Iteration 68Q: 3 clusters Score -4175594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4175590.250000 Penalty: 3426.456787
	Iteration 69Q: 3 clusters Score -4175590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4175587.250000 Penalty: 3426.456787
	Iteration 70Q: 3 clusters Score -4175587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4175595.250000 Penalty: 3426.456787
	Iteration 71Q: 3 clusters Score -4175595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4175593.000000 Penalty: 3426.456787
	Iteration 72Q: 3 clusters Score -4175593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4175599.500000 Penalty: 3426.456787
	Iteration 73Q: 3 clusters Score -4175600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4175603.750000 Penalty: 3426.456787
	Iteration 74Q: 3 clusters Score -4175604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -4175608.750000 Penalty: 3426.456787
	Iteration 75Q: 3 clusters Score -4175609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4175606.250000 Penalty: 3426.456787
	Iteration 76Q: 3 clusters Score -4175606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4175611.500000 Penalty: 3426.456787
	Iteration 77Q: 3 clusters Score -4175612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4175614.500000 Penalty: 3426.456787
	Iteration 78Q: 3 clusters Score -4175614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4175614.000000 Penalty: 3426.456787
	Iteration 79Q: 3 clusters Score -4175614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4175616.250000 Penalty: 3426.456787
	Iteration 80F: 3 clusters Score -4175616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4175616.250000 Penalty: 3426.456787
	Iteration 81Q: 3 clusters Score -4175616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4175616.750000 Penalty: 3426.456787
	Iteration 82Q: 3 clusters Score -4175617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4175620.000000 Penalty: 3426.456787
	Iteration 83Q: 3 clusters Score -4175620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4175620.750000 Penalty: 3426.456787
	Iteration 84Q: 3 clusters Score -4175621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4175616.000000 Penalty: 3426.456787
	Iteration 85Q: 3 clusters Score -4175616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4175619.250000 Penalty: 3426.456787
	Iteration 86Q: 3 clusters Score -4175619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4175624.250000 Penalty: 3426.456787
	Iteration 87Q: 3 clusters Score -4175624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4175624.500000 Penalty: 3426.456787
	Iteration 88Q: 3 clusters Score -4175624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4175623.500000 Penalty: 3426.456787
	Iteration 89Q: 3 clusters Score -4175624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4175623.500000 Penalty: 3426.456787
	Iteration 90F: 3 clusters Score -4175624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157214 members 
Mstep: Class 4 contains 73058 members 
Mstep: Class 5 contains 121950 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 26646 members 
Mstep: Class 14 contains 156157 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868672.000000 Penalty: 44658.785156
Iteration 439Q: 21 clusters Score -9.886867e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157189 members 
Mstep: Class 4 contains 73059 members 
Mstep: Class 5 contains 121953 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21715 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 156178 members 
Mstep: Class 15 contains 29895 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 61842 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 21 contains 37904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868728.000000 Penalty: 44658.785156
Iteration 440F: 21 clusters Score -9.886873e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157187 members 
Mstep: Class 4 contains 73063 members 
Mstep: Class 5 contains 121953 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 26595 members 
Mstep: Class 14 contains 156184 members 
Mstep: Class 15 contains 29889 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42317 members 
Mstep: Class 18 contains 61848 members 
Mstep: Class 19 contains 128780 members 
Mstep: Class 21 contains 37905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868688.000000 Penalty: 44658.785156
Iteration 441Q: 21 clusters Score -9.886869e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157185 members 
Mstep: Class 4 contains 73061 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21725 members 
Mstep: Class 13 contains 26575 members 
Mstep: Class 14 contains 156191 members 
Mstep: Class 15 contains 29891 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42328 members 
Mstep: Class 18 contains 61850 members 
Mstep: Class 19 contains 128785 members 
Mstep: Class 21 contains 37904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868656.000000 Penalty: 44658.785156
Iteration 442Q: 21 clusters Score -9.886866e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157176 members 
Mstep: Class 4 contains 73059 members 
Mstep: Class 5 contains 121936 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21740 members 
Mstep: Class 13 contains 26548 members 
Mstep: Class 14 contains 156197 members 
Mstep: Class 15 contains 29891 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 18 contains 61859 members 
Mstep: Class 19 contains 128793 members 
Mstep: Class 21 contains 37904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868624.000000 Penalty: 44658.785156
Iteration 443Q: 21 clusters Score -9.886862e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157174 members 
Mstep: Class 4 contains 73069 members 
Mstep: Class 5 contains 121929 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14684 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 26523 members 
Mstep: Class 14 contains 156193 members 
Mstep: Class 15 contains 29886 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42339 members 
Mstep: Class 18 contains 61864 members 
Mstep: Class 19 contains 128802 members 
Mstep: Class 21 contains 37900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868496.000000 Penalty: 44658.785156
Iteration 444Q: 21 clusters Score -9.88685e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157179 members 
Mstep: Class 4 contains 73075 members 
Mstep: Class 5 contains 121921 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14684 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 26493 members 
Mstep: Class 14 contains 156187 members 
Mstep: Class 15 contains 29883 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42348 members 
Mstep: Class 18 contains 61868 members 
Mstep: Class 19 contains 128808 members 
Mstep: Class 21 contains 37894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868560.000000 Penalty: 44658.785156
Iteration 445Q: 21 clusters Score -9.886856e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157161 members 
Mstep: Class 4 contains 73083 members 
Mstep: Class 5 contains 121926 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 26458 members 
Mstep: Class 14 contains 156203 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42360 members 
Mstep: Class 18 contains 61863 members 
Mstep: Class 19 contains 128808 members 
Mstep: Class 21 contains 37887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868664.000000 Penalty: 44658.785156
Iteration 446Q: 21 clusters Score -9.886866e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157128 members 
Mstep: Class 4 contains 73092 members 
Mstep: Class 5 contains 121920 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21805 members 
Mstep: Class 13 contains 26422 members 
Mstep: Class 14 contains 156240 members 
Mstep: Class 15 contains 29880 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 42377 members 
Mstep: Class 18 contains 61872 members 
Mstep: Class 19 contains 128808 members 
Mstep: Class 21 contains 37880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 447Q: 21 clusters Score -9.88686e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157109 members 
Mstep: Class 4 contains 73093 members 
Mstep: Class 5 contains 121919 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21816 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 156264 members 
Mstep: Class 15 contains 29874 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 61872 members 
Mstep: Class 19 contains 128804 members 
Mstep: Class 21 contains 37876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868536.000000 Penalty: 44658.785156
Iteration 448Q: 21 clusters Score -9.886854e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157090 members 
Mstep: Class 4 contains 73097 members 
Mstep: Class 5 contains 121918 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 14679 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 26377 members 
Mstep: Class 14 contains 156280 members 
Mstep: Class 15 contains 29867 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42415 members 
Mstep: Class 18 contains 61875 members 
Mstep: Class 19 contains 128800 members 
Mstep: Class 21 contains 37871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868616.000000 Penalty: 44658.785156
Iteration 449Q: 21 clusters Score -9.886862e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157075 members 
Mstep: Class 4 contains 73100 members 
Mstep: Class 5 contains 121918 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21860 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 156265 members 
Mstep: Class 15 contains 29864 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42435 members 
Mstep: Class 18 contains 61889 members 
Mstep: Class 19 contains 128793 members 
Mstep: Class 21 contains 37871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868648.000000 Penalty: 44658.785156
Iteration 450Q: 21 clusters Score -9.886865e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157057 members 
Mstep: Class 4 contains 73095 members 
Mstep: Class 5 contains 121920 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21892 members 
Mstep: Class 13 contains 26330 members 
Mstep: Class 14 contains 156258 members 
Mstep: Class 15 contains 29862 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 61892 members 
Mstep: Class 19 contains 128785 members 
Mstep: Class 21 contains 37871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868552.000000 Penalty: 44658.785156
Iteration 451Q: 21 clusters Score -9.886855e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157049 members 
Mstep: Class 4 contains 73092 members 
Mstep: Class 5 contains 121912 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21923 members 
Mstep: Class 13 contains 26309 members 
Mstep: Class 14 contains 156262 members 
Mstep: Class 15 contains 29855 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 61897 members 
Mstep: Class 19 contains 128778 members 
Mstep: Class 21 contains 37874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868400.000000 Penalty: 44658.785156
Iteration 452Q: 21 clusters Score -9.88684e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 157001 members 
Mstep: Class 4 contains 73099 members 
Mstep: Class 5 contains 121906 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21962 members 
Mstep: Class 13 contains 26287 members 
Mstep: Class 14 contains 156278 members 
Mstep: Class 15 contains 29851 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 42472 members 
Mstep: Class 18 contains 61902 members 
Mstep: Class 19 contains 128771 members 
Mstep: Class 21 contains 37874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868408.000000 Penalty: 44658.785156
Iteration 453Q: 21 clusters Score -9.886841e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156986 members 
Mstep: Class 4 contains 73098 members 
Mstep: Class 5 contains 121894 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 21995 members 
Mstep: Class 13 contains 26265 members 
Mstep: Class 14 contains 156264 members 
Mstep: Class 15 contains 29847 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42492 members 
Mstep: Class 18 contains 61908 members 
Mstep: Class 19 contains 128773 members 
Mstep: Class 21 contains 37868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868192.000000 Penalty: 44658.785156
Iteration 454Q: 21 clusters Score -9.886819e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156970 members 
Mstep: Class 4 contains 73102 members 
Mstep: Class 5 contains 121882 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14666 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 156292 members 
Mstep: Class 15 contains 29838 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42492 members 
Mstep: Class 18 contains 61906 members 
Mstep: Class 19 contains 128774 members 
Mstep: Class 21 contains 37856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868224.000000 Penalty: 44658.785156
Iteration 455Q: 21 clusters Score -9.886822e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156959 members 
Mstep: Class 4 contains 73100 members 
Mstep: Class 5 contains 121875 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14662 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 22053 members 
Mstep: Class 13 contains 26216 members 
Mstep: Class 14 contains 156299 members 
Mstep: Class 15 contains 29836 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42498 members 
Mstep: Class 18 contains 61920 members 
Mstep: Class 19 contains 128775 members 
Mstep: Class 21 contains 37843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868208.000000 Penalty: 44658.785156
Iteration 456Q: 21 clusters Score -9.886821e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156920 members 
Mstep: Class 4 contains 73108 members 
Mstep: Class 5 contains 121859 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14661 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 22095 members 
Mstep: Class 13 contains 26197 members 
Mstep: Class 14 contains 156307 members 
Mstep: Class 15 contains 29832 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 42498 members 
Mstep: Class 18 contains 61941 members 
Mstep: Class 19 contains 128779 members 
Mstep: Class 21 contains 37839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868104.000000 Penalty: 44658.785156
Iteration 457Q: 21 clusters Score -9.88681e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156882 members 
Mstep: Class 4 contains 73118 members 
Mstep: Class 5 contains 121845 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14659 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 22145 members 
Mstep: Class 13 contains 26180 members 
Mstep: Class 14 contains 156313 members 
Mstep: Class 15 contains 29825 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42500 members 
Mstep: Class 18 contains 61957 members 
Mstep: Class 19 contains 128776 members 
Mstep: Class 21 contains 37836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867992.000000 Penalty: 44658.785156
Iteration 458Q: 21 clusters Score -9.886799e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156849 members 
Mstep: Class 4 contains 73128 members 
Mstep: Class 5 contains 121839 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14656 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 22186 members 
Mstep: Class 13 contains 26149 members 
Mstep: Class 14 contains 156331 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42507 members 
Mstep: Class 18 contains 61973 members 
Mstep: Class 19 contains 128769 members 
Mstep: Class 21 contains 37830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867872.000000 Penalty: 44658.785156
Iteration 459Q: 21 clusters Score -9.886787e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156809 members 
Mstep: Class 4 contains 73136 members 
Mstep: Class 5 contains 121826 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14656 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 22218 members 
Mstep: Class 13 contains 26120 members 
Mstep: Class 14 contains 156358 members 
Mstep: Class 15 contains 29809 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 42513 members 
Mstep: Class 18 contains 61989 members 
Mstep: Class 19 contains 128761 members 
Mstep: Class 21 contains 37834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867864.000000 Penalty: 44658.785156
Iteration 460F: 21 clusters Score -9.886786e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156773 members 
Mstep: Class 4 contains 73144 members 
Mstep: Class 5 contains 121826 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14657 members 
Mstep: Class 11 contains 2846 members 
Mstep: Class 12 contains 22256 members 
Mstep: Class 13 contains 26103 members 
Mstep: Class 14 contains 156347 members 
Mstep: Class 15 contains 29807 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 42524 members 
Mstep: Class 18 contains 61999 members 
Mstep: Class 19 contains 128751 members 
Mstep: Class 21 contains 37830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868024.000000 Penalty: 44658.785156
Iteration 461Q: 21 clusters Score -9.886802e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156710 members 
Mstep: Class 4 contains 73150 members 
Mstep: Class 5 contains 121824 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14665 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 22294 members 
Mstep: Class 13 contains 26086 members 
Mstep: Class 14 contains 156355 members 
Mstep: Class 15 contains 29800 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 42540 members 
Mstep: Class 18 contains 62015 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 21 contains 37834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867992.000000 Penalty: 44658.785156
Iteration 462Q: 21 clusters Score -9.886799e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156669 members 
Mstep: Class 4 contains 73156 members 
Mstep: Class 5 contains 121832 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14667 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22314 members 
Mstep: Class 13 contains 26055 members 
Mstep: Class 14 contains 156366 members 
Mstep: Class 15 contains 29801 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42555 members 
Mstep: Class 18 contains 62028 members 
Mstep: Class 19 contains 128740 members 
Mstep: Class 21 contains 37831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868024.000000 Penalty: 44658.785156
Iteration 463Q: 21 clusters Score -9.886802e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156641 members 
Mstep: Class 4 contains 73169 members 
Mstep: Class 5 contains 121831 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22328 members 
Mstep: Class 13 contains 26034 members 
Mstep: Class 14 contains 156365 members 
Mstep: Class 15 contains 29800 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42567 members 
Mstep: Class 18 contains 62045 members 
Mstep: Class 19 contains 128739 members 
Mstep: Class 21 contains 37831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868136.000000 Penalty: 44658.785156
Iteration 464Q: 21 clusters Score -9.886814e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156617 members 
Mstep: Class 4 contains 73171 members 
Mstep: Class 5 contains 121842 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14670 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22338 members 
Mstep: Class 13 contains 26017 members 
Mstep: Class 14 contains 156360 members 
Mstep: Class 15 contains 29800 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42577 members 
Mstep: Class 18 contains 62061 members 
Mstep: Class 19 contains 128737 members 
Mstep: Class 21 contains 37828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868072.000000 Penalty: 44658.785156
Iteration 465Q: 21 clusters Score -9.886807e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156593 members 
Mstep: Class 4 contains 73169 members 
Mstep: Class 5 contains 121851 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14669 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22355 members 
Mstep: Class 13 contains 25998 members 
Mstep: Class 14 contains 156366 members 
Mstep: Class 15 contains 29796 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42590 members 
Mstep: Class 18 contains 62073 members 
Mstep: Class 19 contains 128735 members 
Mstep: Class 21 contains 37824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867984.000000 Penalty: 44658.785156
Iteration 466Q: 21 clusters Score -9.886798e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156574 members 
Mstep: Class 4 contains 73167 members 
Mstep: Class 5 contains 121860 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14669 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22375 members 
Mstep: Class 13 contains 25986 members 
Mstep: Class 14 contains 156367 members 
Mstep: Class 15 contains 29792 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42602 members 
Mstep: Class 18 contains 62077 members 
Mstep: Class 19 contains 128730 members 
Mstep: Class 21 contains 37822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867816.000000 Penalty: 44658.785156
Iteration 467Q: 21 clusters Score -9.886782e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156565 members 
Mstep: Class 4 contains 73170 members 
Mstep: Class 5 contains 121866 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14669 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22399 members 
Mstep: Class 13 contains 25969 members 
Mstep: Class 14 contains 156340 members 
Mstep: Class 15 contains 29790 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42606 members 
Mstep: Class 18 contains 62084 members 
Mstep: Class 19 contains 128732 members 
Mstep: Class 21 contains 37822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867808.000000 Penalty: 44658.785156
Iteration 468Q: 21 clusters Score -9.886781e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156523 members 
Mstep: Class 4 contains 73178 members 
Mstep: Class 5 contains 121868 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14670 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22419 members 
Mstep: Class 13 contains 25958 members 
Mstep: Class 14 contains 156349 members 
Mstep: Class 15 contains 29789 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42607 members 
Mstep: Class 18 contains 62093 members 
Mstep: Class 19 contains 128736 members 
Mstep: Class 21 contains 37821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867848.000000 Penalty: 44658.785156
Iteration 469Q: 21 clusters Score -9.886785e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156497 members 
Mstep: Class 4 contains 73185 members 
Mstep: Class 5 contains 121872 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14669 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22443 members 
Mstep: Class 13 contains 25943 members 
Mstep: Class 14 contains 156332 members 
Mstep: Class 15 contains 29791 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 42612 members 
Mstep: Class 18 contains 62104 members 
Mstep: Class 19 contains 128734 members 
Mstep: Class 21 contains 37821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867848.000000 Penalty: 44658.785156
Iteration 470Q: 21 clusters Score -9.886785e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156452 members 
Mstep: Class 4 contains 73194 members 
Mstep: Class 5 contains 121882 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 22469 members 
Mstep: Class 13 contains 25929 members 
Mstep: Class 14 contains 156306 members 
Mstep: Class 15 contains 29796 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 42622 members 
Mstep: Class 18 contains 62114 members 
Mstep: Class 19 contains 128736 members 
Mstep: Class 21 contains 37821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867712.000000 Penalty: 44658.785156
Iteration 471Q: 21 clusters Score -9.886771e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 156411 members 
Mstep: Class 4 contains 73213 members 
Mstep: Class 5 contains 121893 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 13 contains 25915 members 
Mstep: Class 14 contains 156290 members 
Mstep: Class 15 contains 29792 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 42634 members 
Mstep: Class 18 contains 62115 members 
Mstep: Class 19 contains 128736 members 
Mstep: Class 21 contains 37821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867712.000000 Penalty: 44658.785156
Iteration 472Q: 21 clusters Score -9.886771e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156383 members 
Mstep: Class 4 contains 73232 members 
Mstep: Class 5 contains 121896 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14670 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22532 members 
Mstep: Class 13 contains 25898 members 
Mstep: Class 14 contains 156261 members 
Mstep: Class 15 contains 29790 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 42646 members 
Mstep: Class 18 contains 62119 members 
Mstep: Class 19 contains 128736 members 
Mstep: Class 21 contains 37828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867856.000000 Penalty: 44658.785156
Iteration 473Q: 21 clusters Score -9.886786e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156363 members 
Mstep: Class 4 contains 73238 members 
Mstep: Class 5 contains 121905 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22564 members 
Mstep: Class 13 contains 25871 members 
Mstep: Class 14 contains 156248 members 
Mstep: Class 15 contains 29786 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 42655 members 
Mstep: Class 18 contains 62124 members 
Mstep: Class 19 contains 128741 members 
Mstep: Class 21 contains 37828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867896.000000 Penalty: 44658.785156
Iteration 474Q: 21 clusters Score -9.88679e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156334 members 
Mstep: Class 4 contains 73250 members 
Mstep: Class 5 contains 121915 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14667 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 25849 members 
Mstep: Class 14 contains 156238 members 
Mstep: Class 15 contains 29779 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 42671 members 
Mstep: Class 18 contains 62120 members 
Mstep: Class 19 contains 128741 members 
Mstep: Class 21 contains 37828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867944.000000 Penalty: 44658.785156
Iteration 475Q: 21 clusters Score -9.886794e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156315 members 
Mstep: Class 4 contains 73265 members 
Mstep: Class 5 contains 121918 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22627 members 
Mstep: Class 13 contains 25817 members 
Mstep: Class 14 contains 156231 members 
Mstep: Class 15 contains 29772 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42687 members 
Mstep: Class 18 contains 62116 members 
Mstep: Class 19 contains 128738 members 
Mstep: Class 21 contains 37831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868168.000000 Penalty: 44658.785156
Iteration 476Q: 21 clusters Score -9.886817e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156302 members 
Mstep: Class 4 contains 73280 members 
Mstep: Class 5 contains 121921 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22650 members 
Mstep: Class 13 contains 25788 members 
Mstep: Class 14 contains 156222 members 
Mstep: Class 15 contains 29765 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42698 members 
Mstep: Class 18 contains 62116 members 
Mstep: Class 19 contains 128742 members 
Mstep: Class 21 contains 37827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868088.000000 Penalty: 44658.785156
Iteration 477Q: 21 clusters Score -9.886809e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156273 members 
Mstep: Class 4 contains 73296 members 
Mstep: Class 5 contains 121928 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14670 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22666 members 
Mstep: Class 13 contains 25758 members 
Mstep: Class 14 contains 156233 members 
Mstep: Class 15 contains 29761 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42709 members 
Mstep: Class 18 contains 62122 members 
Mstep: Class 19 contains 128744 members 
Mstep: Class 21 contains 37827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868184.000000 Penalty: 44658.785156
Iteration 478Q: 21 clusters Score -9.886818e+07 nChanged 349
Entering ConstructFrom: 
Score: -98868184.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (41987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Entering Unmasked Estep 
Score: -4373073.000000 Penalty: 1729.831177
	Iteration 0F: 2 clusters Score -4373073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4344748.000000 Penalty: 3459.662354
	Iteration 0F: 3 clusters Score -4344748 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4355712.000000 Penalty: 3459.662354
	Iteration 1F: 3 clusters Score -4355712 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4356475.000000 Penalty: 3459.662354
	Iteration 2Q: 3 clusters Score -4356475 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4357660.500000 Penalty: 3459.662354
	Iteration 3F: 3 clusters Score -4357660 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -4359620.500000 Penalty: 3459.662354
	Iteration 4F: 3 clusters Score -4359620 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4362376.500000 Penalty: 3459.662354
	Iteration 5F: 3 clusters Score -4362376 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -4365371.000000 Penalty: 3459.662354
	Iteration 6F: 3 clusters Score -4365371 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4367974.000000 Penalty: 3459.662354
	Iteration 7F: 3 clusters Score -4367974 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4369547.000000 Penalty: 3459.662354
	Iteration 8F: 3 clusters Score -4369547 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4370305.500000 Penalty: 3459.662354
	Iteration 9Q: 3 clusters Score -4370306 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4370735.000000 Penalty: 3459.662354
	Iteration 10Q: 3 clusters Score -4370735 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4371089.500000 Penalty: 3459.662354
	Iteration 11Q: 3 clusters Score -4371090 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4371303.500000 Penalty: 3459.662354
	Iteration 12Q: 3 clusters Score -4371304 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -4371469.000000 Penalty: 3459.662354
	Iteration 13Q: 3 clusters Score -4371469 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4371617.000000 Penalty: 3459.662354
	Iteration 14Q: 3 clusters Score -4371617 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4371699.000000 Penalty: 3459.662354
	Iteration 15Q: 3 clusters Score -4371699 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4371805.500000 Penalty: 3459.662354
	Iteration 16Q: 3 clusters Score -4371806 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4371883.500000 Penalty: 3459.662354
	Iteration 17Q: 3 clusters Score -4371884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4371984.000000 Penalty: 3459.662354
	Iteration 18Q: 3 clusters Score -4371984 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4372115.000000 Penalty: 3459.662354
	Iteration 19Q: 3 clusters Score -4372115 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4372337.000000 Penalty: 3459.662354
	Iteration 20F: 3 clusters Score -4372337 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4372606.500000 Penalty: 3459.662354
	Iteration 21Q: 3 clusters Score -4372606 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -4372858.000000 Penalty: 3459.662354
	Iteration 22Q: 3 clusters Score -4372858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -4372968.500000 Penalty: 3459.662354
	Iteration 23Q: 3 clusters Score -4372968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -4373040.500000 Penalty: 3459.662354
	Iteration 24Q: 3 clusters Score -4373040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4373094.500000 Penalty: 3459.662354
	Iteration 25Q: 3 clusters Score -4373094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4373166.500000 Penalty: 3459.662354
	Iteration 26Q: 3 clusters Score -4373166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -4373264.000000 Penalty: 3459.662354
	Iteration 27Q: 3 clusters Score -4373264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4373397.500000 Penalty: 3459.662354
	Iteration 28Q: 3 clusters Score -4373398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4373468.000000 Penalty: 3459.662354
	Iteration 29Q: 3 clusters Score -4373468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4373481.000000 Penalty: 3459.662354
	Iteration 30Q: 3 clusters Score -4373481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4373510.000000 Penalty: 3459.662354
	Iteration 31Q: 3 clusters Score -4373510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -4373527.500000 Penalty: 3459.662354
	Iteration 32Q: 3 clusters Score -4373528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4373535.500000 Penalty: 3459.662354
	Iteration 33Q: 3 clusters Score -4373536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4373541.000000 Penalty: 3459.662354
	Iteration 34Q: 3 clusters Score -4373541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -4373542.000000 Penalty: 3459.662354
	Iteration 35Q: 3 clusters Score -4373542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4373540.000000 Penalty: 3459.662354
	Iteration 36Q: 3 clusters Score -4373540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4373541.500000 Penalty: 3459.662354
	Iteration 37Q: 3 clusters Score -4373542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4373541.500000 Penalty: 3459.662354
	Iteration 38F: 3 clusters Score -4373542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156246 members 
Mstep: Class 4 contains 73309 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22688 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 156248 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42722 members 
Mstep: Class 18 contains 62118 members 
Mstep: Class 19 contains 128740 members 
Mstep: Class 20 contains 40193 members 
Mstep: Class 21 contains 37823 members 
Entering Unmasked Estep 
Score: -98867672.000000 Penalty: 46891.722656
Splitting cluster 1 changes total score from -98868184.000000 to -98867672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -60389.070312 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -60389.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59197.738281 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -59197.74 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59463.078125 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -59463.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59601.320312 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -59601.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59749.765625 Penalty: 2121.110840
	Iteration 3F: 3 clusters Score -59749.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60062.593750 Penalty: 2121.110840
	Iteration 4F: 3 clusters Score -60062.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60412.703125 Penalty: 2121.110840
	Iteration 5F: 3 clusters Score -60412.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60607.050781 Penalty: 2121.110840
	Iteration 6F: 3 clusters Score -60607.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60820.457031 Penalty: 2121.110840
	Iteration 7F: 3 clusters Score -60820.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60931.433594 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -60931.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60982.507812 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -60982.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60986.644531 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -60986.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60986.644531 Penalty: 2121.110840
	Iteration 11F: 3 clusters Score -60986.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 156246 members 
Mstep: Class 4 contains 73309 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22688 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 156248 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42722 members 
Mstep: Class 18 contains 62118 members 
Mstep: Class 19 contains 128740 members 
Mstep: Class 20 contains 374 members 
Mstep: Class 21 contains 37823 members 
Entering Unmasked Estep 
Score: -98867480.000000 Penalty: 46891.722656
Splitting cluster 2 changes total score from -98868184.000000 to -98867480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (156246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Entering Unmasked Estep 
Score: -16841836.000000 Penalty: 1943.367798
	Iteration 0F: 2 clusters Score -1.684184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -16739333.000000 Penalty: 3886.735596
	Iteration 0F: 3 clusters Score -1.673933e+07 nChanged 75365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -16785112.000000 Penalty: 3886.735596
	Iteration 1F: 3 clusters Score -1.678511e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -16788114.000000 Penalty: 3886.735596
	Iteration 2Q: 3 clusters Score -1.678811e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -16793632.000000 Penalty: 3886.735596
	Iteration 3F: 3 clusters Score -1.679363e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -16802924.000000 Penalty: 3886.735596
	Iteration 4F: 3 clusters Score -1.680292e+07 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -16815540.000000 Penalty: 3886.735596
	Iteration 5F: 3 clusters Score -1.681554e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -16828834.000000 Penalty: 3886.735596
	Iteration 6F: 3 clusters Score -1.682883e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 125304 members 
Entering Unmasked Estep 
Score: -16835692.000000 Penalty: 3886.735596
	Iteration 7Q: 3 clusters Score -1.683569e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 126624 members 
Entering Unmasked Estep 
Score: -16836994.000000 Penalty: 3886.735596
	Iteration 8Q: 3 clusters Score -1.683699e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -16837650.000000 Penalty: 3886.735596
	Iteration 9Q: 3 clusters Score -1.683765e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 128703 members 
Entering Unmasked Estep 
Score: -16837976.000000 Penalty: 3886.735596
	Iteration 10Q: 3 clusters Score -1.683798e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 129623 members 
Entering Unmasked Estep 
Score: -16838218.000000 Penalty: 3886.735596
	Iteration 11Q: 3 clusters Score -1.683822e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -16838510.000000 Penalty: 3886.735596
	Iteration 12Q: 3 clusters Score -1.683851e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -16838672.000000 Penalty: 3886.735596
	Iteration 13Q: 3 clusters Score -1.683867e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -16838792.000000 Penalty: 3886.735596
	Iteration 14Q: 3 clusters Score -1.683879e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -16838904.000000 Penalty: 3886.735596
	Iteration 15Q: 3 clusters Score -1.68389e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -16839066.000000 Penalty: 3886.735596
	Iteration 16Q: 3 clusters Score -1.683907e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 134285 members 
Entering Unmasked Estep 
Score: -16839244.000000 Penalty: 3886.735596
	Iteration 17Q: 3 clusters Score -1.683924e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -16839444.000000 Penalty: 3886.735596
	Iteration 18Q: 3 clusters Score -1.683944e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -16839516.000000 Penalty: 3886.735596
	Iteration 19Q: 3 clusters Score -1.683952e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 136461 members 
Entering Unmasked Estep 
Score: -16839690.000000 Penalty: 3886.735596
	Iteration 20F: 3 clusters Score -1.683969e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -16839862.000000 Penalty: 3886.735596
	Iteration 21Q: 3 clusters Score -1.683986e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -16840070.000000 Penalty: 3886.735596
	Iteration 22Q: 3 clusters Score -1.684007e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -16840188.000000 Penalty: 3886.735596
	Iteration 23Q: 3 clusters Score -1.684019e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 139402 members 
Entering Unmasked Estep 
Score: -16840312.000000 Penalty: 3886.735596
	Iteration 24Q: 3 clusters Score -1.684031e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -16840446.000000 Penalty: 3886.735596
	Iteration 25Q: 3 clusters Score -1.684045e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -16840610.000000 Penalty: 3886.735596
	Iteration 26Q: 3 clusters Score -1.684061e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -16840770.000000 Penalty: 3886.735596
	Iteration 27Q: 3 clusters Score -1.684077e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 142597 members 
Entering Unmasked Estep 
Score: -16840906.000000 Penalty: 3886.735596
	Iteration 28Q: 3 clusters Score -1.684091e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -16840942.000000 Penalty: 3886.735596
	Iteration 29Q: 3 clusters Score -1.684094e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 144215 members 
Entering Unmasked Estep 
Score: -16840900.000000 Penalty: 3886.735596
	Iteration 30Q: 3 clusters Score -1.68409e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 145013 members 
Entering Unmasked Estep 
Score: -16840980.000000 Penalty: 3886.735596
	Iteration 31Q: 3 clusters Score -1.684098e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -16841024.000000 Penalty: 3886.735596
	Iteration 32Q: 3 clusters Score -1.684102e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -16841038.000000 Penalty: 3886.735596
	Iteration 33Q: 3 clusters Score -1.684104e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -16841072.000000 Penalty: 3886.735596
	Iteration 34Q: 3 clusters Score -1.684107e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -16841130.000000 Penalty: 3886.735596
	Iteration 35Q: 3 clusters Score -1.684113e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -16841082.000000 Penalty: 3886.735596
	Iteration 36Q: 3 clusters Score -1.684108e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 149818 members 
Entering Unmasked Estep 
Score: -16841092.000000 Penalty: 3886.735596
	Iteration 37Q: 3 clusters Score -1.684109e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -16841120.000000 Penalty: 3886.735596
	Iteration 38Q: 3 clusters Score -1.684112e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 151035 members 
Entering Unmasked Estep 
Score: -16841064.000000 Penalty: 3886.735596
	Iteration 39Q: 3 clusters Score -1.684106e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -16841060.000000 Penalty: 3886.735596
	Iteration 40F: 3 clusters Score -1.684106e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -16840998.000000 Penalty: 3886.735596
	Iteration 41Q: 3 clusters Score -1.6841e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -16840984.000000 Penalty: 3886.735596
	Iteration 42Q: 3 clusters Score -1.684098e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -16840928.000000 Penalty: 3886.735596
	Iteration 43Q: 3 clusters Score -1.684093e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 153143 members 
Entering Unmasked Estep 
Score: -16840944.000000 Penalty: 3886.735596
	Iteration 44Q: 3 clusters Score -1.684094e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -16840926.000000 Penalty: 3886.735596
	Iteration 45Q: 3 clusters Score -1.684093e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -16840878.000000 Penalty: 3886.735596
	Iteration 46Q: 3 clusters Score -1.684088e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -16840836.000000 Penalty: 3886.735596
	Iteration 47Q: 3 clusters Score -1.684084e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -16840820.000000 Penalty: 3886.735596
	Iteration 48Q: 3 clusters Score -1.684082e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -16840824.000000 Penalty: 3886.735596
	Iteration 49Q: 3 clusters Score -1.684082e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -16840770.000000 Penalty: 3886.735596
	Iteration 50Q: 3 clusters Score -1.684077e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 154418 members 
Entering Unmasked Estep 
Score: -16840764.000000 Penalty: 3886.735596
	Iteration 51Q: 3 clusters Score -1.684076e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -16840786.000000 Penalty: 3886.735596
	Iteration 52Q: 3 clusters Score -1.684079e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 154583 members 
Entering Unmasked Estep 
Score: -16840804.000000 Penalty: 3886.735596
	Iteration 53Q: 3 clusters Score -1.68408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 154641 members 
Entering Unmasked Estep 
Score: -16840796.000000 Penalty: 3886.735596
	Iteration 54Q: 3 clusters Score -1.68408e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 154688 members 
Entering Unmasked Estep 
Score: -16840794.000000 Penalty: 3886.735596
	Iteration 55Q: 3 clusters Score -1.684079e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -16840772.000000 Penalty: 3886.735596
	Iteration 56Q: 3 clusters Score -1.684077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 154754 members 
Entering Unmasked Estep 
Score: -16840748.000000 Penalty: 3886.735596
	Iteration 57Q: 3 clusters Score -1.684075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 154787 members 
Entering Unmasked Estep 
Score: -16840746.000000 Penalty: 3886.735596
	Iteration 58Q: 3 clusters Score -1.684075e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -16840748.000000 Penalty: 3886.735596
	Iteration 59Q: 3 clusters Score -1.684075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -16840728.000000 Penalty: 3886.735596
	Iteration 60F: 3 clusters Score -1.684073e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -16840712.000000 Penalty: 3886.735596
	Iteration 61Q: 3 clusters Score -1.684071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 154926 members 
Entering Unmasked Estep 
Score: -16840682.000000 Penalty: 3886.735596
	Iteration 62Q: 3 clusters Score -1.684068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -16840678.000000 Penalty: 3886.735596
	Iteration 63Q: 3 clusters Score -1.684068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 154984 members 
Entering Unmasked Estep 
Score: -16840690.000000 Penalty: 3886.735596
	Iteration 64Q: 3 clusters Score -1.684069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -16840684.000000 Penalty: 3886.735596
	Iteration 65Q: 3 clusters Score -1.684068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -16840688.000000 Penalty: 3886.735596
	Iteration 66Q: 3 clusters Score -1.684069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -16840688.000000 Penalty: 3886.735596
	Iteration 67Q: 3 clusters Score -1.684069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -16840666.000000 Penalty: 3886.735596
	Iteration 68Q: 3 clusters Score -1.684067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -16840670.000000 Penalty: 3886.735596
	Iteration 69Q: 3 clusters Score -1.684067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 155123 members 
Entering Unmasked Estep 
Score: -16840668.000000 Penalty: 3886.735596
	Iteration 70Q: 3 clusters Score -1.684067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -16840668.000000 Penalty: 3886.735596
	Iteration 71Q: 3 clusters Score -1.684067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -16840688.000000 Penalty: 3886.735596
	Iteration 72Q: 3 clusters Score -1.684069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -16840672.000000 Penalty: 3886.735596
	Iteration 73Q: 3 clusters Score -1.684067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -16840650.000000 Penalty: 3886.735596
	Iteration 74Q: 3 clusters Score -1.684065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -16840648.000000 Penalty: 3886.735596
	Iteration 75Q: 3 clusters Score -1.684065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -16840654.000000 Penalty: 3886.735596
	Iteration 76Q: 3 clusters Score -1.684065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 155235 members 
Entering Unmasked Estep 
Score: -16840646.000000 Penalty: 3886.735596
	Iteration 77Q: 3 clusters Score -1.684065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -16840644.000000 Penalty: 3886.735596
	Iteration 78Q: 3 clusters Score -1.684064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 155276 members 
Entering Unmasked Estep 
Score: -16840654.000000 Penalty: 3886.735596
	Iteration 79Q: 3 clusters Score -1.684065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -16840658.000000 Penalty: 3886.735596
	Iteration 80F: 3 clusters Score -1.684066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -16840658.000000 Penalty: 3886.735596
	Iteration 81Q: 3 clusters Score -1.684066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -16840652.000000 Penalty: 3886.735596
	Iteration 82Q: 3 clusters Score -1.684065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 155320 members 
Entering Unmasked Estep 
Score: -16840656.000000 Penalty: 3886.735596
	Iteration 83Q: 3 clusters Score -1.684066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -16840642.000000 Penalty: 3886.735596
	Iteration 84Q: 3 clusters Score -1.684064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 155344 members 
Entering Unmasked Estep 
Score: -16840634.000000 Penalty: 3886.735596
	Iteration 85Q: 3 clusters Score -1.684063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -16840626.000000 Penalty: 3886.735596
	Iteration 86Q: 3 clusters Score -1.684063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -16840618.000000 Penalty: 3886.735596
	Iteration 87Q: 3 clusters Score -1.684062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
Score: -16840606.000000 Penalty: 3886.735596
	Iteration 88Q: 3 clusters Score -1.684061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -16840618.000000 Penalty: 3886.735596
	Iteration 89Q: 3 clusters Score -1.684062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -16840610.000000 Penalty: 3886.735596
	Iteration 90Q: 3 clusters Score -1.684061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -16840614.000000 Penalty: 3886.735596
	Iteration 91Q: 3 clusters Score -1.684061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -16840608.000000 Penalty: 3886.735596
	Iteration 92Q: 3 clusters Score -1.684061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -16840610.000000 Penalty: 3886.735596
	Iteration 93Q: 3 clusters Score -1.684061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -16840614.000000 Penalty: 3886.735596
	Iteration 94Q: 3 clusters Score -1.684061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -16840608.000000 Penalty: 3886.735596
	Iteration 95Q: 3 clusters Score -1.684061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -16840608.000000 Penalty: 3886.735596
	Iteration 96F: 3 clusters Score -1.684061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Entering Unmasked Estep 
Score: -8060557.000000 Penalty: 1820.396240
	Iteration 0F: 2 clusters Score -8060557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -8011603.500000 Penalty: 3640.792480
	Iteration 0F: 3 clusters Score -8011604 nChanged 34799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8031234.500000 Penalty: 3640.792480
	Iteration 1F: 3 clusters Score -8031234 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -8031621.000000 Penalty: 3640.792480
	Iteration 2Q: 3 clusters Score -8031621 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -8032078.500000 Penalty: 3640.792480
	Iteration 3Q: 3 clusters Score -8032078 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8032672.000000 Penalty: 3640.792480
	Iteration 4Q: 3 clusters Score -8032672 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8033512.500000 Penalty: 3640.792480
	Iteration 5Q: 3 clusters Score -8033512 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8035018.500000 Penalty: 3640.792480
	Iteration 6Q: 3 clusters Score -8035018 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -8037601.500000 Penalty: 3640.792480
	Iteration 7F: 3 clusters Score -8037602 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -8041785.000000 Penalty: 3640.792480
	Iteration 8F: 3 clusters Score -8041785 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -8046880.500000 Penalty: 3640.792480
	Iteration 9F: 3 clusters Score -8046880 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -8051660.500000 Penalty: 3640.792480
	Iteration 10F: 3 clusters Score -8051660 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -8055021.500000 Penalty: 3640.792480
	Iteration 11Q: 3 clusters Score -8055022 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -8057003.500000 Penalty: 3640.792480
	Iteration 12Q: 3 clusters Score -8057004 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -8058134.000000 Penalty: 3640.792480
	Iteration 13Q: 3 clusters Score -8058134 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -8058710.000000 Penalty: 3640.792480
	Iteration 14Q: 3 clusters Score -8058710 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -8058988.500000 Penalty: 3640.792480
	Iteration 15Q: 3 clusters Score -8058988 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -8059160.500000 Penalty: 3640.792480
	Iteration 16Q: 3 clusters Score -8059160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -8059211.500000 Penalty: 3640.792480
	Iteration 17Q: 3 clusters Score -8059212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -8059234.500000 Penalty: 3640.792480
	Iteration 18Q: 3 clusters Score -8059234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -8059249.500000 Penalty: 3640.792480
	Iteration 19Q: 3 clusters Score -8059250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -8059289.500000 Penalty: 3640.792480
	Iteration 20F: 3 clusters Score -8059290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -8059297.000000 Penalty: 3640.792480
	Iteration 21Q: 3 clusters Score -8059297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -8059307.500000 Penalty: 3640.792480
	Iteration 22Q: 3 clusters Score -8059308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -8059311.000000 Penalty: 3640.792480
	Iteration 23Q: 3 clusters Score -8059311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -8059322.000000 Penalty: 3640.792480
	Iteration 24Q: 3 clusters Score -8059322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -8059317.000000 Penalty: 3640.792480
	Iteration 25Q: 3 clusters Score -8059317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -8059319.000000 Penalty: 3640.792480
	Iteration 26Q: 3 clusters Score -8059319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -8059312.500000 Penalty: 3640.792480
	Iteration 27Q: 3 clusters Score -8059312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -8059312.000000 Penalty: 3640.792480
	Iteration 28Q: 3 clusters Score -8059312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -8059312.500000 Penalty: 3640.792480
	Iteration 29Q: 3 clusters Score -8059312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -8059320.000000 Penalty: 3640.792480
	Iteration 30Q: 3 clusters Score -8059320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -8059319.000000 Penalty: 3640.792480
	Iteration 31Q: 3 clusters Score -8059319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -8059331.500000 Penalty: 3640.792480
	Iteration 32Q: 3 clusters Score -8059332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8059327.500000 Penalty: 3640.792480
	Iteration 33Q: 3 clusters Score -8059328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -8059332.000000 Penalty: 3640.792480
	Iteration 34Q: 3 clusters Score -8059332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8059327.500000 Penalty: 3640.792480
	Iteration 35Q: 3 clusters Score -8059328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8059330.500000 Penalty: 3640.792480
	Iteration 36Q: 3 clusters Score -8059330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8059328.500000 Penalty: 3640.792480
	Iteration 37Q: 3 clusters Score -8059328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -8059327.000000 Penalty: 3640.792480
	Iteration 38Q: 3 clusters Score -8059327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -8059327.000000 Penalty: 3640.792480
	Iteration 39F: 3 clusters Score -8059327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Entering Unmasked Estep 
Score: -13348529.000000 Penalty: 1903.088989
	Iteration 0F: 2 clusters Score -1.334853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -13267250.000000 Penalty: 3806.177979
	Iteration 0F: 3 clusters Score -1.326725e+07 nChanged 58689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -13301783.000000 Penalty: 3806.177979
	Iteration 1F: 3 clusters Score -1.330178e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -13302882.000000 Penalty: 3806.177979
	Iteration 2Q: 3 clusters Score -1.330288e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -13304444.000000 Penalty: 3806.177979
	Iteration 3Q: 3 clusters Score -1.330444e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -13307123.000000 Penalty: 3806.177979
	Iteration 4Q: 3 clusters Score -1.330712e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -13311831.000000 Penalty: 3806.177979
	Iteration 5F: 3 clusters Score -1.331183e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -13319402.000000 Penalty: 3806.177979
	Iteration 6F: 3 clusters Score -1.33194e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99926 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -13328809.000000 Penalty: 3806.177979
	Iteration 7F: 3 clusters Score -1.332881e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108369 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -13337025.000000 Penalty: 3806.177979
	Iteration 8F: 3 clusters Score -1.333702e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -13342243.000000 Penalty: 3806.177979
	Iteration 9Q: 3 clusters Score -1.334224e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116519 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -13344768.000000 Penalty: 3806.177979
	Iteration 10Q: 3 clusters Score -1.334477e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117935 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -13345941.000000 Penalty: 3806.177979
	Iteration 11Q: 3 clusters Score -1.334594e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13346488.000000 Penalty: 3806.177979
	Iteration 12Q: 3 clusters Score -1.334649e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -13346824.000000 Penalty: 3806.177979
	Iteration 13Q: 3 clusters Score -1.334682e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13347007.000000 Penalty: 3806.177979
	Iteration 14Q: 3 clusters Score -1.334701e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -13347092.000000 Penalty: 3806.177979
	Iteration 15Q: 3 clusters Score -1.334709e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -13347186.000000 Penalty: 3806.177979
	Iteration 16Q: 3 clusters Score -1.334719e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13347264.000000 Penalty: 3806.177979
	Iteration 17Q: 3 clusters Score -1.334726e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119980 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13347325.000000 Penalty: 3806.177979
	Iteration 18Q: 3 clusters Score -1.334732e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120017 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13347383.000000 Penalty: 3806.177979
	Iteration 19Q: 3 clusters Score -1.334738e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120042 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13347380.000000 Penalty: 3806.177979
	Iteration 20F: 3 clusters Score -1.334738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120064 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -13347404.000000 Penalty: 3806.177979
	Iteration 21Q: 3 clusters Score -1.33474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -13347425.000000 Penalty: 3806.177979
	Iteration 22Q: 3 clusters Score -1.334742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13347445.000000 Penalty: 3806.177979
	Iteration 23Q: 3 clusters Score -1.334744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13347446.000000 Penalty: 3806.177979
	Iteration 24Q: 3 clusters Score -1.334745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13347439.000000 Penalty: 3806.177979
	Iteration 25Q: 3 clusters Score -1.334744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120064 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -13347464.000000 Penalty: 3806.177979
	Iteration 26Q: 3 clusters Score -1.334746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120065 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13347469.000000 Penalty: 3806.177979
	Iteration 27Q: 3 clusters Score -1.334747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120069 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13347491.000000 Penalty: 3806.177979
	Iteration 28Q: 3 clusters Score -1.334749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13347507.000000 Penalty: 3806.177979
	Iteration 29Q: 3 clusters Score -1.334751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -13347534.000000 Penalty: 3806.177979
	Iteration 30Q: 3 clusters Score -1.334753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13347528.000000 Penalty: 3806.177979
	Iteration 31Q: 3 clusters Score -1.334753e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120077 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -13347525.000000 Penalty: 3806.177979
	Iteration 32Q: 3 clusters Score -1.334752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13347546.000000 Penalty: 3806.177979
	Iteration 33Q: 3 clusters Score -1.334755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13347567.000000 Penalty: 3806.177979
	Iteration 34Q: 3 clusters Score -1.334757e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120031 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13347580.000000 Penalty: 3806.177979
	Iteration 35Q: 3 clusters Score -1.334758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -13347573.000000 Penalty: 3806.177979
	Iteration 36Q: 3 clusters Score -1.334757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120001 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13347593.000000 Penalty: 3806.177979
	Iteration 37Q: 3 clusters Score -1.334759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119992 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13347600.000000 Penalty: 3806.177979
	Iteration 38Q: 3 clusters Score -1.33476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119990 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13347604.000000 Penalty: 3806.177979
	Iteration 39Q: 3 clusters Score -1.33476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -13347615.000000 Penalty: 3806.177979
	Iteration 40F: 3 clusters Score -1.334762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120000 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13347619.000000 Penalty: 3806.177979
	Iteration 41Q: 3 clusters Score -1.334762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13347624.000000 Penalty: 3806.177979
	Iteration 42Q: 3 clusters Score -1.334762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13347625.000000 Penalty: 3806.177979
	Iteration 43Q: 3 clusters Score -1.334762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120006 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13347624.000000 Penalty: 3806.177979
	Iteration 44Q: 3 clusters Score -1.334762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13347618.000000 Penalty: 3806.177979
	Iteration 45Q: 3 clusters Score -1.334762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -13347613.000000 Penalty: 3806.177979
	Iteration 46Q: 3 clusters Score -1.334761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -13347626.000000 Penalty: 3806.177979
	Iteration 47Q: 3 clusters Score -1.334763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13347627.000000 Penalty: 3806.177979
	Iteration 48Q: 3 clusters Score -1.334763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13347624.000000 Penalty: 3806.177979
	Iteration 49Q: 3 clusters Score -1.334762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13347624.000000 Penalty: 3806.177979
	Iteration 50F: 3 clusters Score -1.334762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -225173.593750 Penalty: 1239.949951
	Iteration 0F: 2 clusters Score -225173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -223012.828125 Penalty: 2479.899902
	Iteration 0F: 3 clusters Score -223012.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -223465.453125 Penalty: 2479.899902
	Iteration 1F: 3 clusters Score -223465.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -223571.328125 Penalty: 2479.899902
	Iteration 2F: 3 clusters Score -223571.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223632.265625 Penalty: 2479.899902
	Iteration 3Q: 3 clusters Score -223632.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -223664.000000 Penalty: 2479.899902
	Iteration 4Q: 3 clusters Score -223664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223679.515625 Penalty: 2479.899902
	Iteration 5Q: 3 clusters Score -223679.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223692.859375 Penalty: 2479.899902
	Iteration 6Q: 3 clusters Score -223692.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -223702.718750 Penalty: 2479.899902
	Iteration 7Q: 3 clusters Score -223702.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -223711.500000 Penalty: 2479.899902
	Iteration 8Q: 3 clusters Score -223711.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -223716.718750 Penalty: 2479.899902
	Iteration 9Q: 3 clusters Score -223716.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -223720.296875 Penalty: 2479.899902
	Iteration 10Q: 3 clusters Score -223720.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -223724.515625 Penalty: 2479.899902
	Iteration 11Q: 3 clusters Score -223724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -223728.265625 Penalty: 2479.899902
	Iteration 12Q: 3 clusters Score -223728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -223730.000000 Penalty: 2479.899902
	Iteration 13Q: 3 clusters Score -223730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223734.562500 Penalty: 2479.899902
	Iteration 14Q: 3 clusters Score -223734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -223739.171875 Penalty: 2479.899902
	Iteration 15Q: 3 clusters Score -223739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223742.093750 Penalty: 2479.899902
	Iteration 16Q: 3 clusters Score -223742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223745.281250 Penalty: 2479.899902
	Iteration 17Q: 3 clusters Score -223745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223747.968750 Penalty: 2479.899902
	Iteration 18Q: 3 clusters Score -223748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -223748.906250 Penalty: 2479.899902
	Iteration 19Q: 3 clusters Score -223748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -223751.109375 Penalty: 2479.899902
	Iteration 20F: 3 clusters Score -223751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -223753.484375 Penalty: 2479.899902
	Iteration 21Q: 3 clusters Score -223753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -223755.359375 Penalty: 2479.899902
	Iteration 22Q: 3 clusters Score -223755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -223758.281250 Penalty: 2479.899902
	Iteration 23Q: 3 clusters Score -223758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -223762.718750 Penalty: 2479.899902
	Iteration 24Q: 3 clusters Score -223762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -223766.437500 Penalty: 2479.899902
	Iteration 25Q: 3 clusters Score -223766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -223767.296875 Penalty: 2479.899902
	Iteration 26Q: 3 clusters Score -223767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -223767.296875 Penalty: 2479.899902
	Iteration 27F: 3 clusters Score -223767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -295245.062500 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -295245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -292653.187500 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -292653.2 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -293293.531250 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -293293.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -293410.781250 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -293410.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -293474.343750 Penalty: 2581.614014
	Iteration 3Q: 3 clusters Score -293474.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -293507.031250 Penalty: 2581.614014
	Iteration 4Q: 3 clusters Score -293507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -293529.500000 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -293529.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -293549.625000 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -293549.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -293565.531250 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -293565.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -293578.343750 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -293578.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -293589.125000 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -293589.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -293597.968750 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -293598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -293608.187500 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -293608.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -293619.968750 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -293620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -293632.531250 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -293632.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -293650.468750 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -293650.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -293663.437500 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -293663.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -293672.312500 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -293672.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -293685.968750 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -293686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -293696.812500 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -293696.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -293708.156250 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -293708.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -293719.625000 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -293719.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -293726.218750 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -293726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -293733.562500 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -293733.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -293742.906250 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -293742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -293753.218750 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -293753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -293769.968750 Penalty: 2581.614014
	Iteration 25Q: 3 clusters Score -293770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -293790.468750 Penalty: 2581.614014
	Iteration 26Q: 3 clusters Score -293790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293805.781250 Penalty: 2581.614014
	Iteration 27Q: 3 clusters Score -293805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -293821.656250 Penalty: 2581.614014
	Iteration 28Q: 3 clusters Score -293821.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -293841.125000 Penalty: 2581.614014
	Iteration 29Q: 3 clusters Score -293841.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -293859.312500 Penalty: 2581.614014
	Iteration 30Q: 3 clusters Score -293859.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -293876.937500 Penalty: 2581.614014
	Iteration 31Q: 3 clusters Score -293876.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -293894.500000 Penalty: 2581.614014
	Iteration 32Q: 3 clusters Score -293894.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -293912.781250 Penalty: 2581.614014
	Iteration 33Q: 3 clusters Score -293912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -293935.718750 Penalty: 2581.614014
	Iteration 34Q: 3 clusters Score -293935.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -293952.062500 Penalty: 2581.614014
	Iteration 35Q: 3 clusters Score -293952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -293968.593750 Penalty: 2581.614014
	Iteration 36Q: 3 clusters Score -293968.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -293982.843750 Penalty: 2581.614014
	Iteration 37Q: 3 clusters Score -293982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -293993.625000 Penalty: 2581.614014
	Iteration 38Q: 3 clusters Score -293993.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -294000.625000 Penalty: 2581.614014
	Iteration 39Q: 3 clusters Score -294000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -294008.250000 Penalty: 2581.614014
	Iteration 40F: 3 clusters Score -294008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -294010.656250 Penalty: 2581.614014
	Iteration 41Q: 3 clusters Score -294010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -294011.812500 Penalty: 2581.614014
	Iteration 42Q: 3 clusters Score -294011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -294011.937500 Penalty: 2581.614014
	Iteration 43Q: 3 clusters Score -294011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -294011.937500 Penalty: 2581.614014
	Iteration 44F: 3 clusters Score -294011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -133912.281250 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -133912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132313.203125 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -132313.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132574.046875 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -132574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132630.265625 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -132630.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132660.609375 Penalty: 2311.771240
	Iteration 3Q: 3 clusters Score -132660.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132687.312500 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -132687.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132707.515625 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -132707.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132727.500000 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -132727.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132742.218750 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -132742.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132751.890625 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -132751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132756.843750 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -132756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132758.593750 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -132758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132761.281250 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -132761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132763.890625 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -132763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132765.093750 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -132765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132765.453125 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -132765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132765.453125 Penalty: 2311.771240
	Iteration 15F: 3 clusters Score -132765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -152159.343750 Penalty: 1176.489014
	Iteration 0F: 2 clusters Score -152159.3 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 711 members 
Entering Unmasked Estep 
Score: -150443.500000 Penalty: 2352.978027
	Iteration 0F: 3 clusters Score -150443.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -150761.359375 Penalty: 2352.978027
	Iteration 1F: 3 clusters Score -150761.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150838.031250 Penalty: 2352.978027
	Iteration 2F: 3 clusters Score -150838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -150877.718750 Penalty: 2352.978027
	Iteration 3Q: 3 clusters Score -150877.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -150902.578125 Penalty: 2352.978027
	Iteration 4Q: 3 clusters Score -150902.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -150913.593750 Penalty: 2352.978027
	Iteration 5Q: 3 clusters Score -150913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150922.484375 Penalty: 2352.978027
	Iteration 6Q: 3 clusters Score -150922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150925.812500 Penalty: 2352.978027
	Iteration 7Q: 3 clusters Score -150925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -150929.484375 Penalty: 2352.978027
	Iteration 8Q: 3 clusters Score -150929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -150932.203125 Penalty: 2352.978027
	Iteration 9Q: 3 clusters Score -150932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150934.343750 Penalty: 2352.978027
	Iteration 10Q: 3 clusters Score -150934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150940.281250 Penalty: 2352.978027
	Iteration 11Q: 3 clusters Score -150940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150945.687500 Penalty: 2352.978027
	Iteration 12Q: 3 clusters Score -150945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150950.109375 Penalty: 2352.978027
	Iteration 13Q: 3 clusters Score -150950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150952.203125 Penalty: 2352.978027
	Iteration 14Q: 3 clusters Score -150952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150952.421875 Penalty: 2352.978027
	Iteration 15Q: 3 clusters Score -150952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150952.421875 Penalty: 2352.978027
	Iteration 16F: 3 clusters Score -150952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Entering Unmasked Estep 
Score: -1622421.875000 Penalty: 1558.975708
	Iteration 0F: 2 clusters Score -1622422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1612289.750000 Penalty: 3117.951416
	Iteration 0F: 3 clusters Score -1612290 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1615730.500000 Penalty: 3117.951416
	Iteration 1F: 3 clusters Score -1615730 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1615954.625000 Penalty: 3117.951416
	Iteration 2Q: 3 clusters Score -1615955 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1616141.250000 Penalty: 3117.951416
	Iteration 3Q: 3 clusters Score -1616141 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1616273.875000 Penalty: 3117.951416
	Iteration 4Q: 3 clusters Score -1616274 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1616409.125000 Penalty: 3117.951416
	Iteration 5Q: 3 clusters Score -1616409 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1616547.000000 Penalty: 3117.951416
	Iteration 6Q: 3 clusters Score -1616547 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1616710.500000 Penalty: 3117.951416
	Iteration 7Q: 3 clusters Score -1616710 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1616947.625000 Penalty: 3117.951416
	Iteration 8Q: 3 clusters Score -1616948 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1617281.250000 Penalty: 3117.951416
	Iteration 9Q: 3 clusters Score -1617281 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1617780.625000 Penalty: 3117.951416
	Iteration 10Q: 3 clusters Score -1617781 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1618443.500000 Penalty: 3117.951416
	Iteration 11F: 3 clusters Score -1618444 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1619191.375000 Penalty: 3117.951416
	Iteration 12F: 3 clusters Score -1619191 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1619753.500000 Penalty: 3117.951416
	Iteration 13Q: 3 clusters Score -1619754 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1620182.875000 Penalty: 3117.951416
	Iteration 14Q: 3 clusters Score -1620183 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1620527.875000 Penalty: 3117.951416
	Iteration 15Q: 3 clusters Score -1620528 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1620731.625000 Penalty: 3117.951416
	Iteration 16Q: 3 clusters Score -1620732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1620877.000000 Penalty: 3117.951416
	Iteration 17Q: 3 clusters Score -1620877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1620955.125000 Penalty: 3117.951416
	Iteration 18Q: 3 clusters Score -1620955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1621004.500000 Penalty: 3117.951416
	Iteration 19Q: 3 clusters Score -1621004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1621039.750000 Penalty: 3117.951416
	Iteration 20F: 3 clusters Score -1621040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1621065.750000 Penalty: 3117.951416
	Iteration 21Q: 3 clusters Score -1621066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1621085.250000 Penalty: 3117.951416
	Iteration 22Q: 3 clusters Score -1621085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1621098.625000 Penalty: 3117.951416
	Iteration 23Q: 3 clusters Score -1621099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1621109.125000 Penalty: 3117.951416
	Iteration 24Q: 3 clusters Score -1621109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1621113.125000 Penalty: 3117.951416
	Iteration 25Q: 3 clusters Score -1621113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1621118.500000 Penalty: 3117.951416
	Iteration 26Q: 3 clusters Score -1621118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1621120.250000 Penalty: 3117.951416
	Iteration 27Q: 3 clusters Score -1621120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1621122.750000 Penalty: 3117.951416
	Iteration 28Q: 3 clusters Score -1621123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1621127.250000 Penalty: 3117.951416
	Iteration 29Q: 3 clusters Score -1621127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1621129.500000 Penalty: 3117.951416
	Iteration 30Q: 3 clusters Score -1621130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1621130.125000 Penalty: 3117.951416
	Iteration 31Q: 3 clusters Score -1621130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1621132.125000 Penalty: 3117.951416
	Iteration 32Q: 3 clusters Score -1621132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1621132.125000 Penalty: 3117.951416
	Iteration 33F: 3 clusters Score -1621132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -305967.312500 Penalty: 1292.299927
	Iteration 0F: 2 clusters Score -305967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -303312.968750 Penalty: 2584.599854
	Iteration 0F: 3 clusters Score -303313 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -304043.000000 Penalty: 2584.599854
	Iteration 1F: 3 clusters Score -304043 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -304424.687500 Penalty: 2584.599854
	Iteration 2F: 3 clusters Score -304424.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -304680.625000 Penalty: 2584.599854
	Iteration 3F: 3 clusters Score -304680.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -304893.156250 Penalty: 2584.599854
	Iteration 4F: 3 clusters Score -304893.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -305050.406250 Penalty: 2584.599854
	Iteration 5F: 3 clusters Score -305050.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305185.156250 Penalty: 2584.599854
	Iteration 6F: 3 clusters Score -305185.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -305308.781250 Penalty: 2584.599854
	Iteration 7Q: 3 clusters Score -305308.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -305434.156250 Penalty: 2584.599854
	Iteration 8Q: 3 clusters Score -305434.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -305558.375000 Penalty: 2584.599854
	Iteration 9Q: 3 clusters Score -305558.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -305671.843750 Penalty: 2584.599854
	Iteration 10Q: 3 clusters Score -305671.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -305751.718750 Penalty: 2584.599854
	Iteration 11Q: 3 clusters Score -305751.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -305808.625000 Penalty: 2584.599854
	Iteration 12Q: 3 clusters Score -305808.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -305861.375000 Penalty: 2584.599854
	Iteration 13Q: 3 clusters Score -305861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -305918.156250 Penalty: 2584.599854
	Iteration 14Q: 3 clusters Score -305918.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -305952.687500 Penalty: 2584.599854
	Iteration 15Q: 3 clusters Score -305952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -305972.312500 Penalty: 2584.599854
	Iteration 16Q: 3 clusters Score -305972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -305987.937500 Penalty: 2584.599854
	Iteration 17Q: 3 clusters Score -305987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -305999.343750 Penalty: 2584.599854
	Iteration 18Q: 3 clusters Score -305999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -306011.718750 Penalty: 2584.599854
	Iteration 19Q: 3 clusters Score -306011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -306017.312500 Penalty: 2584.599854
	Iteration 20F: 3 clusters Score -306017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -306021.187500 Penalty: 2584.599854
	Iteration 21Q: 3 clusters Score -306021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -306023.250000 Penalty: 2584.599854
	Iteration 22Q: 3 clusters Score -306023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -306029.562500 Penalty: 2584.599854
	Iteration 23Q: 3 clusters Score -306029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -306035.187500 Penalty: 2584.599854
	Iteration 24Q: 3 clusters Score -306035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -306037.125000 Penalty: 2584.599854
	Iteration 25Q: 3 clusters Score -306037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -306037.125000 Penalty: 2584.599854
	Iteration 26F: 3 clusters Score -306037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156246 members 
Mstep: Class 4 contains 73309 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 22688 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 156248 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42722 members 
Mstep: Class 18 contains 62118 members 
Mstep: Class 19 contains 128740 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 37823 members 
Entering Unmasked Estep 
Score: -98867232.000000 Penalty: 46891.722656
Splitting cluster 11 changes total score from -98868184.000000 to -98867232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (22688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Entering Unmasked Estep 
Score: -2496747.500000 Penalty: 1629.808594
	Iteration 0F: 2 clusters Score -2496748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2481214.250000 Penalty: 3259.617188
	Iteration 0F: 3 clusters Score -2481214 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2487117.500000 Penalty: 3259.617188
	Iteration 1F: 3 clusters Score -2487118 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2487668.750000 Penalty: 3259.617188
	Iteration 2F: 3 clusters Score -2487669 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2488338.250000 Penalty: 3259.617188
	Iteration 3F: 3 clusters Score -2488338 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2489157.000000 Penalty: 3259.617188
	Iteration 4F: 3 clusters Score -2489157 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2490216.750000 Penalty: 3259.617188
	Iteration 5F: 3 clusters Score -2490217 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2491520.250000 Penalty: 3259.617188
	Iteration 6F: 3 clusters Score -2491520 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2492738.000000 Penalty: 3259.617188
	Iteration 7F: 3 clusters Score -2492738 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2493554.000000 Penalty: 3259.617188
	Iteration 8F: 3 clusters Score -2493554 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2494000.750000 Penalty: 3259.617188
	Iteration 9Q: 3 clusters Score -2494001 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2494310.750000 Penalty: 3259.617188
	Iteration 10Q: 3 clusters Score -2494311 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2494522.000000 Penalty: 3259.617188
	Iteration 11Q: 3 clusters Score -2494522 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2494708.000000 Penalty: 3259.617188
	Iteration 12Q: 3 clusters Score -2494708 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2494862.000000 Penalty: 3259.617188
	Iteration 13Q: 3 clusters Score -2494862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2494984.500000 Penalty: 3259.617188
	Iteration 14Q: 3 clusters Score -2494984 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2495068.000000 Penalty: 3259.617188
	Iteration 15Q: 3 clusters Score -2495068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2495142.750000 Penalty: 3259.617188
	Iteration 16Q: 3 clusters Score -2495143 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2495188.250000 Penalty: 3259.617188
	Iteration 17Q: 3 clusters Score -2495188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2495243.000000 Penalty: 3259.617188
	Iteration 18Q: 3 clusters Score -2495243 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2495271.750000 Penalty: 3259.617188
	Iteration 19Q: 3 clusters Score -2495272 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2495301.500000 Penalty: 3259.617188
	Iteration 20F: 3 clusters Score -2495302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2495323.250000 Penalty: 3259.617188
	Iteration 21Q: 3 clusters Score -2495323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2495354.250000 Penalty: 3259.617188
	Iteration 22Q: 3 clusters Score -2495354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2495368.000000 Penalty: 3259.617188
	Iteration 23Q: 3 clusters Score -2495368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2495389.000000 Penalty: 3259.617188
	Iteration 24Q: 3 clusters Score -2495389 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2495399.250000 Penalty: 3259.617188
	Iteration 25Q: 3 clusters Score -2495399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2495415.250000 Penalty: 3259.617188
	Iteration 26Q: 3 clusters Score -2495415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2495427.250000 Penalty: 3259.617188
	Iteration 27Q: 3 clusters Score -2495427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2495435.750000 Penalty: 3259.617188
	Iteration 28Q: 3 clusters Score -2495436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2495441.750000 Penalty: 3259.617188
	Iteration 29Q: 3 clusters Score -2495442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2495443.750000 Penalty: 3259.617188
	Iteration 30Q: 3 clusters Score -2495444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2495446.500000 Penalty: 3259.617188
	Iteration 31Q: 3 clusters Score -2495446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2495464.250000 Penalty: 3259.617188
	Iteration 32Q: 3 clusters Score -2495464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2495473.750000 Penalty: 3259.617188
	Iteration 33Q: 3 clusters Score -2495474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2495471.500000 Penalty: 3259.617188
	Iteration 34Q: 3 clusters Score -2495472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2495477.500000 Penalty: 3259.617188
	Iteration 35Q: 3 clusters Score -2495478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2495495.000000 Penalty: 3259.617188
	Iteration 36Q: 3 clusters Score -2495495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2495503.500000 Penalty: 3259.617188
	Iteration 37Q: 3 clusters Score -2495504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2495509.750000 Penalty: 3259.617188
	Iteration 38Q: 3 clusters Score -2495510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2495515.500000 Penalty: 3259.617188
	Iteration 39Q: 3 clusters Score -2495516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2495522.000000 Penalty: 3259.617188
	Iteration 40F: 3 clusters Score -2495522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2495526.750000 Penalty: 3259.617188
	Iteration 41Q: 3 clusters Score -2495527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2495533.750000 Penalty: 3259.617188
	Iteration 42Q: 3 clusters Score -2495534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2495541.250000 Penalty: 3259.617188
	Iteration 43Q: 3 clusters Score -2495541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2495554.250000 Penalty: 3259.617188
	Iteration 44Q: 3 clusters Score -2495554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2495563.000000 Penalty: 3259.617188
	Iteration 45Q: 3 clusters Score -2495563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2495561.750000 Penalty: 3259.617188
	Iteration 46Q: 3 clusters Score -2495562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2495576.250000 Penalty: 3259.617188
	Iteration 47Q: 3 clusters Score -2495576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2495579.000000 Penalty: 3259.617188
	Iteration 48Q: 3 clusters Score -2495579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2495582.750000 Penalty: 3259.617188
	Iteration 49Q: 3 clusters Score -2495583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2495598.250000 Penalty: 3259.617188
	Iteration 50Q: 3 clusters Score -2495598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2495599.750000 Penalty: 3259.617188
	Iteration 51Q: 3 clusters Score -2495600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2495609.750000 Penalty: 3259.617188
	Iteration 52Q: 3 clusters Score -2495610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2495610.250000 Penalty: 3259.617188
	Iteration 53Q: 3 clusters Score -2495610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2495618.500000 Penalty: 3259.617188
	Iteration 54Q: 3 clusters Score -2495618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2495619.500000 Penalty: 3259.617188
	Iteration 55Q: 3 clusters Score -2495620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2495621.000000 Penalty: 3259.617188
	Iteration 56Q: 3 clusters Score -2495621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2495627.000000 Penalty: 3259.617188
	Iteration 57Q: 3 clusters Score -2495627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2495627.250000 Penalty: 3259.617188
	Iteration 58Q: 3 clusters Score -2495627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2495627.750000 Penalty: 3259.617188
	Iteration 59Q: 3 clusters Score -2495628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2495632.500000 Penalty: 3259.617188
	Iteration 60F: 3 clusters Score -2495632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2495630.750000 Penalty: 3259.617188
	Iteration 61Q: 3 clusters Score -2495631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2495630.750000 Penalty: 3259.617188
	Iteration 62Q: 3 clusters Score -2495631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2495629.250000 Penalty: 3259.617188
	Iteration 63Q: 3 clusters Score -2495629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2495629.250000 Penalty: 3259.617188
	Iteration 64Q: 3 clusters Score -2495629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2495631.250000 Penalty: 3259.617188
	Iteration 65Q: 3 clusters Score -2495631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2495631.750000 Penalty: 3259.617188
	Iteration 66Q: 3 clusters Score -2495632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2495627.000000 Penalty: 3259.617188
	Iteration 67Q: 3 clusters Score -2495627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2495630.000000 Penalty: 3259.617188
	Iteration 68Q: 3 clusters Score -2495630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2495627.250000 Penalty: 3259.617188
	Iteration 69Q: 3 clusters Score -2495627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2495627.000000 Penalty: 3259.617188
	Iteration 70Q: 3 clusters Score -2495627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2495628.750000 Penalty: 3259.617188
	Iteration 71Q: 3 clusters Score -2495629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2495629.250000 Penalty: 3259.617188
	Iteration 72Q: 3 clusters Score -2495629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2495631.750000 Penalty: 3259.617188
	Iteration 73Q: 3 clusters Score -2495632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2495632.500000 Penalty: 3259.617188
	Iteration 74Q: 3 clusters Score -2495632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2495633.750000 Penalty: 3259.617188
	Iteration 75Q: 3 clusters Score -2495634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2495633.750000 Penalty: 3259.617188
	Iteration 76F: 3 clusters Score -2495634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Entering Unmasked Estep 
Score: -2840727.000000 Penalty: 1650.216797
	Iteration 0F: 2 clusters Score -2840727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2823333.500000 Penalty: 3300.433594
	Iteration 0F: 3 clusters Score -2823334 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2829775.000000 Penalty: 3300.433594
	Iteration 1F: 3 clusters Score -2829775 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2830126.500000 Penalty: 3300.433594
	Iteration 2Q: 3 clusters Score -2830126 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2830467.750000 Penalty: 3300.433594
	Iteration 3Q: 3 clusters Score -2830468 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2830807.250000 Penalty: 3300.433594
	Iteration 4Q: 3 clusters Score -2830807 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2831178.250000 Penalty: 3300.433594
	Iteration 5Q: 3 clusters Score -2831178 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2831548.500000 Penalty: 3300.433594
	Iteration 6Q: 3 clusters Score -2831548 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2832008.000000 Penalty: 3300.433594
	Iteration 7Q: 3 clusters Score -2832008 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2832632.000000 Penalty: 3300.433594
	Iteration 8Q: 3 clusters Score -2832632 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2833402.000000 Penalty: 3300.433594
	Iteration 9Q: 3 clusters Score -2833402 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2834374.500000 Penalty: 3300.433594
	Iteration 10F: 3 clusters Score -2834374 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2835388.750000 Penalty: 3300.433594
	Iteration 11F: 3 clusters Score -2835389 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2836435.250000 Penalty: 3300.433594
	Iteration 12F: 3 clusters Score -2836435 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2837275.000000 Penalty: 3300.433594
	Iteration 13Q: 3 clusters Score -2837275 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2837958.750000 Penalty: 3300.433594
	Iteration 14Q: 3 clusters Score -2837959 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2838469.000000 Penalty: 3300.433594
	Iteration 15Q: 3 clusters Score -2838469 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2838765.500000 Penalty: 3300.433594
	Iteration 16Q: 3 clusters Score -2838766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2838940.250000 Penalty: 3300.433594
	Iteration 17Q: 3 clusters Score -2838940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2839068.250000 Penalty: 3300.433594
	Iteration 18Q: 3 clusters Score -2839068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -2839135.500000 Penalty: 3300.433594
	Iteration 19Q: 3 clusters Score -2839136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2839189.750000 Penalty: 3300.433594
	Iteration 20F: 3 clusters Score -2839190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2839221.500000 Penalty: 3300.433594
	Iteration 21Q: 3 clusters Score -2839222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2839239.750000 Penalty: 3300.433594
	Iteration 22Q: 3 clusters Score -2839240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -2839248.750000 Penalty: 3300.433594
	Iteration 23Q: 3 clusters Score -2839249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2839258.250000 Penalty: 3300.433594
	Iteration 24Q: 3 clusters Score -2839258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2839265.250000 Penalty: 3300.433594
	Iteration 25Q: 3 clusters Score -2839265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2839272.750000 Penalty: 3300.433594
	Iteration 26Q: 3 clusters Score -2839273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -2839282.000000 Penalty: 3300.433594
	Iteration 27Q: 3 clusters Score -2839282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2839289.750000 Penalty: 3300.433594
	Iteration 28Q: 3 clusters Score -2839290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -2839297.500000 Penalty: 3300.433594
	Iteration 29Q: 3 clusters Score -2839298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2839298.500000 Penalty: 3300.433594
	Iteration 30Q: 3 clusters Score -2839298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2839298.500000 Penalty: 3300.433594
	Iteration 31F: 3 clusters Score -2839298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Entering Unmasked Estep 
Score: -16870572.000000 Penalty: 1943.369995
	Iteration 0F: 2 clusters Score -1.687057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -16768052.000000 Penalty: 3886.739990
	Iteration 0F: 3 clusters Score -1.676805e+07 nChanged 75386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -16812580.000000 Penalty: 3886.739990
	Iteration 1F: 3 clusters Score -1.681258e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -16814322.000000 Penalty: 3886.739990
	Iteration 2Q: 3 clusters Score -1.681432e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -16817128.000000 Penalty: 3886.739990
	Iteration 3Q: 3 clusters Score -1.681713e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -16821124.000000 Penalty: 3886.739990
	Iteration 4Q: 3 clusters Score -1.682112e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -16827376.000000 Penalty: 3886.739990
	Iteration 5F: 3 clusters Score -1.682738e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -16836398.000000 Penalty: 3886.739990
	Iteration 6F: 3 clusters Score -1.68364e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -16846036.000000 Penalty: 3886.739990
	Iteration 7F: 3 clusters Score -1.684604e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -16851974.000000 Penalty: 3886.739990
	Iteration 8F: 3 clusters Score -1.685197e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -16854230.000000 Penalty: 3886.739990
	Iteration 9Q: 3 clusters Score -1.685423e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -16855554.000000 Penalty: 3886.739990
	Iteration 10Q: 3 clusters Score -1.685555e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -16856738.000000 Penalty: 3886.739990
	Iteration 11Q: 3 clusters Score -1.685674e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -16857674.000000 Penalty: 3886.739990
	Iteration 12Q: 3 clusters Score -1.685767e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -16858576.000000 Penalty: 3886.739990
	Iteration 13Q: 3 clusters Score -1.685858e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -16859124.000000 Penalty: 3886.739990
	Iteration 14Q: 3 clusters Score -1.685912e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -16859650.000000 Penalty: 3886.739990
	Iteration 15Q: 3 clusters Score -1.685965e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -16860028.000000 Penalty: 3886.739990
	Iteration 16Q: 3 clusters Score -1.686003e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -16860266.000000 Penalty: 3886.739990
	Iteration 17Q: 3 clusters Score -1.686027e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -16860514.000000 Penalty: 3886.739990
	Iteration 18Q: 3 clusters Score -1.686051e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -16860642.000000 Penalty: 3886.739990
	Iteration 19Q: 3 clusters Score -1.686064e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -16860722.000000 Penalty: 3886.739990
	Iteration 20F: 3 clusters Score -1.686072e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -16860660.000000 Penalty: 3886.739990
	Iteration 21Q: 3 clusters Score -1.686066e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -16860660.000000 Penalty: 3886.739990
	Iteration 22Q: 3 clusters Score -1.686066e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -16860678.000000 Penalty: 3886.739990
	Iteration 23Q: 3 clusters Score -1.686068e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -16860624.000000 Penalty: 3886.739990
	Iteration 24Q: 3 clusters Score -1.686062e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -16860566.000000 Penalty: 3886.739990
	Iteration 25Q: 3 clusters Score -1.686057e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -16860526.000000 Penalty: 3886.739990
	Iteration 26Q: 3 clusters Score -1.686053e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -16860562.000000 Penalty: 3886.739990
	Iteration 27Q: 3 clusters Score -1.686056e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -16860634.000000 Penalty: 3886.739990
	Iteration 28Q: 3 clusters Score -1.686063e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -16860670.000000 Penalty: 3886.739990
	Iteration 29Q: 3 clusters Score -1.686067e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -16860666.000000 Penalty: 3886.739990
	Iteration 30Q: 3 clusters Score -1.686067e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -16860704.000000 Penalty: 3886.739990
	Iteration 31Q: 3 clusters Score -1.68607e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 89499 members 
Entering Unmasked Estep 
Score: -16860750.000000 Penalty: 3886.739990
	Iteration 32Q: 3 clusters Score -1.686075e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -16860762.000000 Penalty: 3886.739990
	Iteration 33Q: 3 clusters Score -1.686076e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -16860774.000000 Penalty: 3886.739990
	Iteration 34Q: 3 clusters Score -1.686077e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -16860830.000000 Penalty: 3886.739990
	Iteration 35Q: 3 clusters Score -1.686083e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -16860818.000000 Penalty: 3886.739990
	Iteration 36Q: 3 clusters Score -1.686082e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -16860800.000000 Penalty: 3886.739990
	Iteration 37Q: 3 clusters Score -1.68608e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -16860866.000000 Penalty: 3886.739990
	Iteration 38Q: 3 clusters Score -1.686087e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -16860884.000000 Penalty: 3886.739990
	Iteration 39Q: 3 clusters Score -1.686088e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 94454 members 
Entering Unmasked Estep 
Score: -16860880.000000 Penalty: 3886.739990
	Iteration 40F: 3 clusters Score -1.686088e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -16860866.000000 Penalty: 3886.739990
	Iteration 41Q: 3 clusters Score -1.686087e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -16860918.000000 Penalty: 3886.739990
	Iteration 42Q: 3 clusters Score -1.686092e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -16860866.000000 Penalty: 3886.739990
	Iteration 43Q: 3 clusters Score -1.686087e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -16860874.000000 Penalty: 3886.739990
	Iteration 44Q: 3 clusters Score -1.686087e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -16860922.000000 Penalty: 3886.739990
	Iteration 45Q: 3 clusters Score -1.686092e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -16860978.000000 Penalty: 3886.739990
	Iteration 46Q: 3 clusters Score -1.686098e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -16861040.000000 Penalty: 3886.739990
	Iteration 47Q: 3 clusters Score -1.686104e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -16861026.000000 Penalty: 3886.739990
	Iteration 48Q: 3 clusters Score -1.686103e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -16861042.000000 Penalty: 3886.739990
	Iteration 49Q: 3 clusters Score -1.686104e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -16861116.000000 Penalty: 3886.739990
	Iteration 50Q: 3 clusters Score -1.686112e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -16861116.000000 Penalty: 3886.739990
	Iteration 51Q: 3 clusters Score -1.686112e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -16861224.000000 Penalty: 3886.739990
	Iteration 52Q: 3 clusters Score -1.686122e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -16861282.000000 Penalty: 3886.739990
	Iteration 53Q: 3 clusters Score -1.686128e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -16861412.000000 Penalty: 3886.739990
	Iteration 54Q: 3 clusters Score -1.686141e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -16861366.000000 Penalty: 3886.739990
	Iteration 55Q: 3 clusters Score -1.686137e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -16861430.000000 Penalty: 3886.739990
	Iteration 56Q: 3 clusters Score -1.686143e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 110209 members 
Entering Unmasked Estep 
Score: -16861466.000000 Penalty: 3886.739990
	Iteration 57Q: 3 clusters Score -1.686147e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -16861572.000000 Penalty: 3886.739990
	Iteration 58Q: 3 clusters Score -1.686157e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 112579 members 
Entering Unmasked Estep 
Score: -16861672.000000 Penalty: 3886.739990
	Iteration 59Q: 3 clusters Score -1.686167e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -16861792.000000 Penalty: 3886.739990
	Iteration 60F: 3 clusters Score -1.686179e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -16861866.000000 Penalty: 3886.739990
	Iteration 61Q: 3 clusters Score -1.686187e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -16862062.000000 Penalty: 3886.739990
	Iteration 62Q: 3 clusters Score -1.686206e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -16862168.000000 Penalty: 3886.739990
	Iteration 63Q: 3 clusters Score -1.686217e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -16862328.000000 Penalty: 3886.739990
	Iteration 64Q: 3 clusters Score -1.686233e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 120657 members 
Entering Unmasked Estep 
Score: -16862490.000000 Penalty: 3886.739990
	Iteration 65Q: 3 clusters Score -1.686249e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -16862708.000000 Penalty: 3886.739990
	Iteration 66Q: 3 clusters Score -1.686271e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
Score: -16862866.000000 Penalty: 3886.739990
	Iteration 67Q: 3 clusters Score -1.686287e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -16862972.000000 Penalty: 3886.739990
	Iteration 68Q: 3 clusters Score -1.686297e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -16863182.000000 Penalty: 3886.739990
	Iteration 69Q: 3 clusters Score -1.686318e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 127636 members 
Entering Unmasked Estep 
Score: -16863368.000000 Penalty: 3886.739990
	Iteration 70Q: 3 clusters Score -1.686337e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -16863576.000000 Penalty: 3886.739990
	Iteration 71Q: 3 clusters Score -1.686358e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 130504 members 
Entering Unmasked Estep 
Score: -16863800.000000 Penalty: 3886.739990
	Iteration 72Q: 3 clusters Score -1.68638e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 131941 members 
Entering Unmasked Estep 
Score: -16864034.000000 Penalty: 3886.739990
	Iteration 73Q: 3 clusters Score -1.686403e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 133409 members 
Entering Unmasked Estep 
Score: -16864318.000000 Penalty: 3886.739990
	Iteration 74Q: 3 clusters Score -1.686432e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 134834 members 
Entering Unmasked Estep 
Score: -16864578.000000 Penalty: 3886.739990
	Iteration 75Q: 3 clusters Score -1.686458e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -16864838.000000 Penalty: 3886.739990
	Iteration 76Q: 3 clusters Score -1.686484e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 137647 members 
Entering Unmasked Estep 
Score: -16865142.000000 Penalty: 3886.739990
	Iteration 77Q: 3 clusters Score -1.686514e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -16865424.000000 Penalty: 3886.739990
	Iteration 78Q: 3 clusters Score -1.686542e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 140252 members 
Entering Unmasked Estep 
Score: -16865802.000000 Penalty: 3886.739990
	Iteration 79Q: 3 clusters Score -1.68658e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 141421 members 
Entering Unmasked Estep 
Score: -16866054.000000 Penalty: 3886.739990
	Iteration 80F: 3 clusters Score -1.686605e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -16866192.000000 Penalty: 3886.739990
	Iteration 81Q: 3 clusters Score -1.686619e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 143585 members 
Entering Unmasked Estep 
Score: -16866460.000000 Penalty: 3886.739990
	Iteration 82Q: 3 clusters Score -1.686646e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -16866646.000000 Penalty: 3886.739990
	Iteration 83Q: 3 clusters Score -1.686665e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 145556 members 
Entering Unmasked Estep 
Score: -16866816.000000 Penalty: 3886.739990
	Iteration 84Q: 3 clusters Score -1.686682e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -16867094.000000 Penalty: 3886.739990
	Iteration 85Q: 3 clusters Score -1.686709e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 147369 members 
Entering Unmasked Estep 
Score: -16867312.000000 Penalty: 3886.739990
	Iteration 86Q: 3 clusters Score -1.686731e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 148150 members 
Entering Unmasked Estep 
Score: -16867412.000000 Penalty: 3886.739990
	Iteration 87Q: 3 clusters Score -1.686741e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -16867584.000000 Penalty: 3886.739990
	Iteration 88Q: 3 clusters Score -1.686758e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 149562 members 
Entering Unmasked Estep 
Score: -16867746.000000 Penalty: 3886.739990
	Iteration 89Q: 3 clusters Score -1.686775e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -16867848.000000 Penalty: 3886.739990
	Iteration 90Q: 3 clusters Score -1.686785e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 150702 members 
Entering Unmasked Estep 
Score: -16867902.000000 Penalty: 3886.739990
	Iteration 91Q: 3 clusters Score -1.68679e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -16868004.000000 Penalty: 3886.739990
	Iteration 92Q: 3 clusters Score -1.6868e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -16868086.000000 Penalty: 3886.739990
	Iteration 93Q: 3 clusters Score -1.686809e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 152010 members 
Entering Unmasked Estep 
Score: -16868164.000000 Penalty: 3886.739990
	Iteration 94Q: 3 clusters Score -1.686816e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 152356 members 
Entering Unmasked Estep 
Score: -16868270.000000 Penalty: 3886.739990
	Iteration 95Q: 3 clusters Score -1.686827e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 152656 members 
Entering Unmasked Estep 
Score: -16868324.000000 Penalty: 3886.739990
	Iteration 96Q: 3 clusters Score -1.686832e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -16868402.000000 Penalty: 3886.739990
	Iteration 97Q: 3 clusters Score -1.68684e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -16868468.000000 Penalty: 3886.739990
	Iteration 98Q: 3 clusters Score -1.686847e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 153356 members 
Entering Unmasked Estep 
Score: -16868522.000000 Penalty: 3886.739990
	Iteration 99Q: 3 clusters Score -1.686852e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -16868570.000000 Penalty: 3886.739990
	Iteration 100F: 3 clusters Score -1.686857e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -16868614.000000 Penalty: 3886.739990
	Iteration 101Q: 3 clusters Score -1.686861e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -16868658.000000 Penalty: 3886.739990
	Iteration 102Q: 3 clusters Score -1.686866e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 153938 members 
Entering Unmasked Estep 
Score: -16868694.000000 Penalty: 3886.739990
	Iteration 103Q: 3 clusters Score -1.686869e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -16868704.000000 Penalty: 3886.739990
	Iteration 104Q: 3 clusters Score -1.68687e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -16868736.000000 Penalty: 3886.739990
	Iteration 105Q: 3 clusters Score -1.686874e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 154191 members 
Entering Unmasked Estep 
Score: -16868744.000000 Penalty: 3886.739990
	Iteration 106Q: 3 clusters Score -1.686874e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -16868794.000000 Penalty: 3886.739990
	Iteration 107Q: 3 clusters Score -1.686879e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 154326 members 
Entering Unmasked Estep 
Score: -16868806.000000 Penalty: 3886.739990
	Iteration 108Q: 3 clusters Score -1.686881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -16868848.000000 Penalty: 3886.739990
	Iteration 109Q: 3 clusters Score -1.686885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -16868868.000000 Penalty: 3886.739990
	Iteration 110Q: 3 clusters Score -1.686887e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -16868892.000000 Penalty: 3886.739990
	Iteration 111Q: 3 clusters Score -1.686889e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 154550 members 
Entering Unmasked Estep 
Score: -16868890.000000 Penalty: 3886.739990
	Iteration 112Q: 3 clusters Score -1.686889e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 154598 members 
Entering Unmasked Estep 
Score: -16868914.000000 Penalty: 3886.739990
	Iteration 113Q: 3 clusters Score -1.686891e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -16868914.000000 Penalty: 3886.739990
	Iteration 114Q: 3 clusters Score -1.686891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -16868910.000000 Penalty: 3886.739990
	Iteration 115Q: 3 clusters Score -1.686891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 154673 members 
Entering Unmasked Estep 
Score: -16868942.000000 Penalty: 3886.739990
	Iteration 116Q: 3 clusters Score -1.686894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 154697 members 
Entering Unmasked Estep 
Score: -16868924.000000 Penalty: 3886.739990
	Iteration 117Q: 3 clusters Score -1.686892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -16868922.000000 Penalty: 3886.739990
	Iteration 118Q: 3 clusters Score -1.686892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -16868924.000000 Penalty: 3886.739990
	Iteration 119Q: 3 clusters Score -1.686892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -16868938.000000 Penalty: 3886.739990
	Iteration 120F: 3 clusters Score -1.686894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 154770 members 
Entering Unmasked Estep 
Score: -16868956.000000 Penalty: 3886.739990
	Iteration 121Q: 3 clusters Score -1.686896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 154787 members 
Entering Unmasked Estep 
Score: -16868954.000000 Penalty: 3886.739990
	Iteration 122Q: 3 clusters Score -1.686895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -16868950.000000 Penalty: 3886.739990
	Iteration 123Q: 3 clusters Score -1.686895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -16868974.000000 Penalty: 3886.739990
	Iteration 124Q: 3 clusters Score -1.686897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -16868958.000000 Penalty: 3886.739990
	Iteration 125Q: 3 clusters Score -1.686896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -16868972.000000 Penalty: 3886.739990
	Iteration 126Q: 3 clusters Score -1.686897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -16868966.000000 Penalty: 3886.739990
	Iteration 127Q: 3 clusters Score -1.686897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 154860 members 
Entering Unmasked Estep 
Score: -16868972.000000 Penalty: 3886.739990
	Iteration 128Q: 3 clusters Score -1.686897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -16868980.000000 Penalty: 3886.739990
	Iteration 129Q: 3 clusters Score -1.686898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -16868996.000000 Penalty: 3886.739990
	Iteration 130Q: 3 clusters Score -1.6869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -16869010.000000 Penalty: 3886.739990
	Iteration 131Q: 3 clusters Score -1.686901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 154905 members 
Entering Unmasked Estep 
Score: -16869004.000000 Penalty: 3886.739990
	Iteration 132Q: 3 clusters Score -1.6869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -16869008.000000 Penalty: 3886.739990
	Iteration 133Q: 3 clusters Score -1.686901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -16869006.000000 Penalty: 3886.739990
	Iteration 134Q: 3 clusters Score -1.686901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 154916 members 
Entering Unmasked Estep 
Score: -16869016.000000 Penalty: 3886.739990
	Iteration 135Q: 3 clusters Score -1.686902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -16869016.000000 Penalty: 3886.739990
	Iteration 136Q: 3 clusters Score -1.686902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -16869014.000000 Penalty: 3886.739990
	Iteration 137Q: 3 clusters Score -1.686901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -16869006.000000 Penalty: 3886.739990
	Iteration 138Q: 3 clusters Score -1.686901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -16869000.000000 Penalty: 3886.739990
	Iteration 139Q: 3 clusters Score -1.6869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -16869010.000000 Penalty: 3886.739990
	Iteration 140F: 3 clusters Score -1.686901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -16869014.000000 Penalty: 3886.739990
	Iteration 141Q: 3 clusters Score -1.686901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -16869018.000000 Penalty: 3886.739990
	Iteration 142Q: 3 clusters Score -1.686902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -16869008.000000 Penalty: 3886.739990
	Iteration 143Q: 3 clusters Score -1.686901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -16869004.000000 Penalty: 3886.739990
	Iteration 144Q: 3 clusters Score -1.6869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -16869004.000000 Penalty: 3886.739990
	Iteration 145Q: 3 clusters Score -1.6869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -16869018.000000 Penalty: 3886.739990
	Iteration 146Q: 3 clusters Score -1.686902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -16869014.000000 Penalty: 3886.739990
	Iteration 147Q: 3 clusters Score -1.686901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -16869022.000000 Penalty: 3886.739990
	Iteration 148Q: 3 clusters Score -1.686902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -16869030.000000 Penalty: 3886.739990
	Iteration 149Q: 3 clusters Score -1.686903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -16869056.000000 Penalty: 3886.739990
	Iteration 150Q: 3 clusters Score -1.686906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -16869052.000000 Penalty: 3886.739990
	Iteration 151Q: 3 clusters Score -1.686905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -16869042.000000 Penalty: 3886.739990
	Iteration 152Q: 3 clusters Score -1.686904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -16869034.000000 Penalty: 3886.739990
	Iteration 153Q: 3 clusters Score -1.686903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -16869032.000000 Penalty: 3886.739990
	Iteration 154Q: 3 clusters Score -1.686903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -16869042.000000 Penalty: 3886.739990
	Iteration 155Q: 3 clusters Score -1.686904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -16869048.000000 Penalty: 3886.739990
	Iteration 156Q: 3 clusters Score -1.686905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -16869056.000000 Penalty: 3886.739990
	Iteration 157Q: 3 clusters Score -1.686906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -16869056.000000 Penalty: 3886.739990
	Iteration 158Q: 3 clusters Score -1.686906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -16869048.000000 Penalty: 3886.739990
	Iteration 159Q: 3 clusters Score -1.686905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 155044 members 
Entering Unmasked Estep 
Score: -16869052.000000 Penalty: 3886.739990
	Iteration 160F: 3 clusters Score -1.686905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Entering Unmasked Estep 
Score: -3275477.000000 Penalty: 1673.877686
	Iteration 0F: 2 clusters Score -3275477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3255535.250000 Penalty: 3347.755371
	Iteration 0F: 3 clusters Score -3255535 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3263013.500000 Penalty: 3347.755371
	Iteration 1F: 3 clusters Score -3263014 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3263465.250000 Penalty: 3347.755371
	Iteration 2Q: 3 clusters Score -3263465 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3264035.750000 Penalty: 3347.755371
	Iteration 3Q: 3 clusters Score -3264036 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3264876.750000 Penalty: 3347.755371
	Iteration 4Q: 3 clusters Score -3264877 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3266031.500000 Penalty: 3347.755371
	Iteration 5F: 3 clusters Score -3266032 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3267463.750000 Penalty: 3347.755371
	Iteration 6F: 3 clusters Score -3267464 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3268959.500000 Penalty: 3347.755371
	Iteration 7F: 3 clusters Score -3268960 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3270266.250000 Penalty: 3347.755371
	Iteration 8F: 3 clusters Score -3270266 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3271326.750000 Penalty: 3347.755371
	Iteration 9Q: 3 clusters Score -3271327 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3272177.250000 Penalty: 3347.755371
	Iteration 10Q: 3 clusters Score -3272177 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3272794.750000 Penalty: 3347.755371
	Iteration 11Q: 3 clusters Score -3272795 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3273202.500000 Penalty: 3347.755371
	Iteration 12Q: 3 clusters Score -3273202 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3273451.000000 Penalty: 3347.755371
	Iteration 13Q: 3 clusters Score -3273451 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3273626.500000 Penalty: 3347.755371
	Iteration 14Q: 3 clusters Score -3273626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3273750.500000 Penalty: 3347.755371
	Iteration 15Q: 3 clusters Score -3273750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3273825.500000 Penalty: 3347.755371
	Iteration 16Q: 3 clusters Score -3273826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3273880.500000 Penalty: 3347.755371
	Iteration 17Q: 3 clusters Score -3273880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3273911.000000 Penalty: 3347.755371
	Iteration 18Q: 3 clusters Score -3273911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3273940.000000 Penalty: 3347.755371
	Iteration 19Q: 3 clusters Score -3273940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3273956.500000 Penalty: 3347.755371
	Iteration 20F: 3 clusters Score -3273956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3273972.250000 Penalty: 3347.755371
	Iteration 21Q: 3 clusters Score -3273972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3273975.500000 Penalty: 3347.755371
	Iteration 22Q: 3 clusters Score -3273976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3273995.750000 Penalty: 3347.755371
	Iteration 23Q: 3 clusters Score -3273996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3273999.500000 Penalty: 3347.755371
	Iteration 24Q: 3 clusters Score -3274000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3274003.000000 Penalty: 3347.755371
	Iteration 25Q: 3 clusters Score -3274003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3274009.250000 Penalty: 3347.755371
	Iteration 26Q: 3 clusters Score -3274009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3274010.250000 Penalty: 3347.755371
	Iteration 27Q: 3 clusters Score -3274010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3274011.750000 Penalty: 3347.755371
	Iteration 28Q: 3 clusters Score -3274012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3274011.500000 Penalty: 3347.755371
	Iteration 29Q: 3 clusters Score -3274012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3274011.500000 Penalty: 3347.755371
	Iteration 30Q: 3 clusters Score -3274012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3274015.250000 Penalty: 3347.755371
	Iteration 31Q: 3 clusters Score -3274015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3274019.500000 Penalty: 3347.755371
	Iteration 32Q: 3 clusters Score -3274020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3274020.750000 Penalty: 3347.755371
	Iteration 33Q: 3 clusters Score -3274021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3274020.750000 Penalty: 3347.755371
	Iteration 34F: 3 clusters Score -3274021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -360812.000000 Penalty: 1318.529053
	Iteration 0F: 2 clusters Score -360812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -357880.687500 Penalty: 2637.058105
	Iteration 0F: 3 clusters Score -357880.7 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -358752.718750 Penalty: 2637.058105
	Iteration 1F: 3 clusters Score -358752.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -359058.812500 Penalty: 2637.058105
	Iteration 2F: 3 clusters Score -359058.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -359299.593750 Penalty: 2637.058105
	Iteration 3F: 3 clusters Score -359299.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -359473.187500 Penalty: 2637.058105
	Iteration 4F: 3 clusters Score -359473.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -359587.000000 Penalty: 2637.058105
	Iteration 5Q: 3 clusters Score -359587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -359646.906250 Penalty: 2637.058105
	Iteration 6Q: 3 clusters Score -359646.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359685.406250 Penalty: 2637.058105
	Iteration 7Q: 3 clusters Score -359685.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -359710.343750 Penalty: 2637.058105
	Iteration 8Q: 3 clusters Score -359710.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -359731.062500 Penalty: 2637.058105
	Iteration 9Q: 3 clusters Score -359731.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -359747.218750 Penalty: 2637.058105
	Iteration 10Q: 3 clusters Score -359747.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -359759.906250 Penalty: 2637.058105
	Iteration 11Q: 3 clusters Score -359759.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -359779.031250 Penalty: 2637.058105
	Iteration 12Q: 3 clusters Score -359779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -359798.187500 Penalty: 2637.058105
	Iteration 13Q: 3 clusters Score -359798.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -359819.406250 Penalty: 2637.058105
	Iteration 14Q: 3 clusters Score -359819.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359836.000000 Penalty: 2637.058105
	Iteration 15Q: 3 clusters Score -359836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359862.125000 Penalty: 2637.058105
	Iteration 16Q: 3 clusters Score -359862.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -359897.406250 Penalty: 2637.058105
	Iteration 17Q: 3 clusters Score -359897.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -359925.531250 Penalty: 2637.058105
	Iteration 18Q: 3 clusters Score -359925.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -359966.031250 Penalty: 2637.058105
	Iteration 19Q: 3 clusters Score -359966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -360007.562500 Penalty: 2637.058105
	Iteration 20F: 3 clusters Score -360007.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -360050.500000 Penalty: 2637.058105
	Iteration 21Q: 3 clusters Score -360050.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -360092.031250 Penalty: 2637.058105
	Iteration 22Q: 3 clusters Score -360092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -360140.031250 Penalty: 2637.058105
	Iteration 23Q: 3 clusters Score -360140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -360176.843750 Penalty: 2637.058105
	Iteration 24Q: 3 clusters Score -360176.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -360217.125000 Penalty: 2637.058105
	Iteration 25Q: 3 clusters Score -360217.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -360256.343750 Penalty: 2637.058105
	Iteration 26Q: 3 clusters Score -360256.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -360280.750000 Penalty: 2637.058105
	Iteration 27Q: 3 clusters Score -360280.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -360302.750000 Penalty: 2637.058105
	Iteration 28Q: 3 clusters Score -360302.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -360318.437500 Penalty: 2637.058105
	Iteration 29Q: 3 clusters Score -360318.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -360328.781250 Penalty: 2637.058105
	Iteration 30Q: 3 clusters Score -360328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -360335.125000 Penalty: 2637.058105
	Iteration 31Q: 3 clusters Score -360335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -360338.593750 Penalty: 2637.058105
	Iteration 32Q: 3 clusters Score -360338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -360341.031250 Penalty: 2637.058105
	Iteration 33Q: 3 clusters Score -360341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -360345.375000 Penalty: 2637.058105
	Iteration 34Q: 3 clusters Score -360345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -360349.187500 Penalty: 2637.058105
	Iteration 35Q: 3 clusters Score -360349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -360351.625000 Penalty: 2637.058105
	Iteration 36Q: 3 clusters Score -360351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -360354.031250 Penalty: 2637.058105
	Iteration 37Q: 3 clusters Score -360354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -360357.562500 Penalty: 2637.058105
	Iteration 38Q: 3 clusters Score -360357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -360357.875000 Penalty: 2637.058105
	Iteration 39Q: 3 clusters Score -360357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -360358.062500 Penalty: 2637.058105
	Iteration 40F: 3 clusters Score -360358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Entering Unmasked Estep 
Score: -4709123.000000 Penalty: 1732.651245
	Iteration 0F: 2 clusters Score -4709123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4680462.000000 Penalty: 3465.302490
	Iteration 0F: 3 clusters Score -4680462 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4691470.000000 Penalty: 3465.302490
	Iteration 1F: 3 clusters Score -4691470 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4691872.000000 Penalty: 3465.302490
	Iteration 2Q: 3 clusters Score -4691872 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4692313.500000 Penalty: 3465.302490
	Iteration 3Q: 3 clusters Score -4692314 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4692818.500000 Penalty: 3465.302490
	Iteration 4Q: 3 clusters Score -4692818 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4693476.000000 Penalty: 3465.302490
	Iteration 5Q: 3 clusters Score -4693476 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4694369.500000 Penalty: 3465.302490
	Iteration 6Q: 3 clusters Score -4694370 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4695729.500000 Penalty: 3465.302490
	Iteration 7F: 3 clusters Score -4695730 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4697477.500000 Penalty: 3465.302490
	Iteration 8F: 3 clusters Score -4697478 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4699559.000000 Penalty: 3465.302490
	Iteration 9F: 3 clusters Score -4699559 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4701175.000000 Penalty: 3465.302490
	Iteration 10F: 3 clusters Score -4701175 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4702125.000000 Penalty: 3465.302490
	Iteration 11Q: 3 clusters Score -4702125 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4702639.500000 Penalty: 3465.302490
	Iteration 12Q: 3 clusters Score -4702640 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4703108.000000 Penalty: 3465.302490
	Iteration 13Q: 3 clusters Score -4703108 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4703481.500000 Penalty: 3465.302490
	Iteration 14Q: 3 clusters Score -4703482 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4703855.500000 Penalty: 3465.302490
	Iteration 15Q: 3 clusters Score -4703856 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4704214.000000 Penalty: 3465.302490
	Iteration 16Q: 3 clusters Score -4704214 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4704544.000000 Penalty: 3465.302490
	Iteration 17Q: 3 clusters Score -4704544 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4704847.000000 Penalty: 3465.302490
	Iteration 18Q: 3 clusters Score -4704847 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4705145.500000 Penalty: 3465.302490
	Iteration 19Q: 3 clusters Score -4705146 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4705394.000000 Penalty: 3465.302490
	Iteration 20F: 3 clusters Score -4705394 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4705619.500000 Penalty: 3465.302490
	Iteration 21Q: 3 clusters Score -4705620 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4705820.000000 Penalty: 3465.302490
	Iteration 22Q: 3 clusters Score -4705820 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4705996.500000 Penalty: 3465.302490
	Iteration 23Q: 3 clusters Score -4705996 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4706150.000000 Penalty: 3465.302490
	Iteration 24Q: 3 clusters Score -4706150 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4706256.000000 Penalty: 3465.302490
	Iteration 25Q: 3 clusters Score -4706256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4706378.500000 Penalty: 3465.302490
	Iteration 26Q: 3 clusters Score -4706378 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4706471.000000 Penalty: 3465.302490
	Iteration 27Q: 3 clusters Score -4706471 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4706557.000000 Penalty: 3465.302490
	Iteration 28Q: 3 clusters Score -4706557 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4706630.000000 Penalty: 3465.302490
	Iteration 29Q: 3 clusters Score -4706630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4706706.500000 Penalty: 3465.302490
	Iteration 30Q: 3 clusters Score -4706706 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4706747.500000 Penalty: 3465.302490
	Iteration 31Q: 3 clusters Score -4706748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4706801.500000 Penalty: 3465.302490
	Iteration 32Q: 3 clusters Score -4706802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4706851.500000 Penalty: 3465.302490
	Iteration 33Q: 3 clusters Score -4706852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4706898.000000 Penalty: 3465.302490
	Iteration 34Q: 3 clusters Score -4706898 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4706925.000000 Penalty: 3465.302490
	Iteration 35Q: 3 clusters Score -4706925 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4706975.500000 Penalty: 3465.302490
	Iteration 36Q: 3 clusters Score -4706976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4707035.500000 Penalty: 3465.302490
	Iteration 37Q: 3 clusters Score -4707036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4707075.500000 Penalty: 3465.302490
	Iteration 38Q: 3 clusters Score -4707076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4707097.000000 Penalty: 3465.302490
	Iteration 39Q: 3 clusters Score -4707097 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4707134.500000 Penalty: 3465.302490
	Iteration 40F: 3 clusters Score -4707134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4707153.500000 Penalty: 3465.302490
	Iteration 41Q: 3 clusters Score -4707154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4707171.500000 Penalty: 3465.302490
	Iteration 42Q: 3 clusters Score -4707172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4707192.000000 Penalty: 3465.302490
	Iteration 43Q: 3 clusters Score -4707192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4707219.500000 Penalty: 3465.302490
	Iteration 44Q: 3 clusters Score -4707220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4707245.500000 Penalty: 3465.302490
	Iteration 45Q: 3 clusters Score -4707246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4707268.000000 Penalty: 3465.302490
	Iteration 46Q: 3 clusters Score -4707268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4707278.000000 Penalty: 3465.302490
	Iteration 47Q: 3 clusters Score -4707278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4707300.000000 Penalty: 3465.302490
	Iteration 48Q: 3 clusters Score -4707300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4707306.500000 Penalty: 3465.302490
	Iteration 49Q: 3 clusters Score -4707306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4707312.000000 Penalty: 3465.302490
	Iteration 50Q: 3 clusters Score -4707312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4707330.000000 Penalty: 3465.302490
	Iteration 51Q: 3 clusters Score -4707330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4707346.500000 Penalty: 3465.302490
	Iteration 52Q: 3 clusters Score -4707346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4707378.500000 Penalty: 3465.302490
	Iteration 53Q: 3 clusters Score -4707378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4707405.000000 Penalty: 3465.302490
	Iteration 54Q: 3 clusters Score -4707405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4707422.500000 Penalty: 3465.302490
	Iteration 55Q: 3 clusters Score -4707422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4707441.000000 Penalty: 3465.302490
	Iteration 56Q: 3 clusters Score -4707441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4707448.000000 Penalty: 3465.302490
	Iteration 57Q: 3 clusters Score -4707448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4707458.000000 Penalty: 3465.302490
	Iteration 58Q: 3 clusters Score -4707458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4707479.500000 Penalty: 3465.302490
	Iteration 59Q: 3 clusters Score -4707480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4707497.500000 Penalty: 3465.302490
	Iteration 60F: 3 clusters Score -4707498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4707498.500000 Penalty: 3465.302490
	Iteration 61Q: 3 clusters Score -4707498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4707503.500000 Penalty: 3465.302490
	Iteration 62Q: 3 clusters Score -4707504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4707516.000000 Penalty: 3465.302490
	Iteration 63Q: 3 clusters Score -4707516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4707510.500000 Penalty: 3465.302490
	Iteration 64Q: 3 clusters Score -4707510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4707514.500000 Penalty: 3465.302490
	Iteration 65Q: 3 clusters Score -4707514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4707517.000000 Penalty: 3465.302490
	Iteration 66Q: 3 clusters Score -4707517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4707525.500000 Penalty: 3465.302490
	Iteration 67Q: 3 clusters Score -4707526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4707526.000000 Penalty: 3465.302490
	Iteration 68Q: 3 clusters Score -4707526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4707526.500000 Penalty: 3465.302490
	Iteration 69Q: 3 clusters Score -4707526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4707529.000000 Penalty: 3465.302490
	Iteration 70Q: 3 clusters Score -4707529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4707529.500000 Penalty: 3465.302490
	Iteration 71Q: 3 clusters Score -4707530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4707539.500000 Penalty: 3465.302490
	Iteration 72Q: 3 clusters Score -4707540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4707546.500000 Penalty: 3465.302490
	Iteration 73Q: 3 clusters Score -4707546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4707550.500000 Penalty: 3465.302490
	Iteration 74Q: 3 clusters Score -4707550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4707552.000000 Penalty: 3465.302490
	Iteration 75Q: 3 clusters Score -4707552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4707565.000000 Penalty: 3465.302490
	Iteration 76Q: 3 clusters Score -4707565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4707571.000000 Penalty: 3465.302490
	Iteration 77Q: 3 clusters Score -4707571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4707586.500000 Penalty: 3465.302490
	Iteration 78Q: 3 clusters Score -4707586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4707592.500000 Penalty: 3465.302490
	Iteration 79Q: 3 clusters Score -4707592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4707596.500000 Penalty: 3465.302490
	Iteration 80F: 3 clusters Score -4707596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4707600.000000 Penalty: 3465.302490
	Iteration 81Q: 3 clusters Score -4707600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4707605.000000 Penalty: 3465.302490
	Iteration 82Q: 3 clusters Score -4707605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4707613.000000 Penalty: 3465.302490
	Iteration 83Q: 3 clusters Score -4707613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4707612.000000 Penalty: 3465.302490
	Iteration 84Q: 3 clusters Score -4707612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4707614.000000 Penalty: 3465.302490
	Iteration 85Q: 3 clusters Score -4707614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4707617.000000 Penalty: 3465.302490
	Iteration 86Q: 3 clusters Score -4707617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4707621.500000 Penalty: 3465.302490
	Iteration 87Q: 3 clusters Score -4707622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4707618.500000 Penalty: 3465.302490
	Iteration 88Q: 3 clusters Score -4707618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4707618.000000 Penalty: 3465.302490
	Iteration 89Q: 3 clusters Score -4707618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4707620.500000 Penalty: 3465.302490
	Iteration 90Q: 3 clusters Score -4707620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4707620.500000 Penalty: 3465.302490
	Iteration 91F: 3 clusters Score -4707620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Entering Unmasked Estep 
Score: -6821314.500000 Penalty: 1793.478516
	Iteration 0F: 2 clusters Score -6821314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -6779822.000000 Penalty: 3586.957031
	Iteration 0F: 3 clusters Score -6779822 nChanged 29384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6796520.000000 Penalty: 3586.957031
	Iteration 1F: 3 clusters Score -6796520 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6797062.500000 Penalty: 3586.957031
	Iteration 2Q: 3 clusters Score -6797062 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6797772.500000 Penalty: 3586.957031
	Iteration 3Q: 3 clusters Score -6797772 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -6798768.500000 Penalty: 3586.957031
	Iteration 4Q: 3 clusters Score -6798768 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6800338.000000 Penalty: 3586.957031
	Iteration 5F: 3 clusters Score -6800338 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -6802967.500000 Penalty: 3586.957031
	Iteration 6F: 3 clusters Score -6802968 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6806721.500000 Penalty: 3586.957031
	Iteration 7F: 3 clusters Score -6806722 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -6810906.000000 Penalty: 3586.957031
	Iteration 8F: 3 clusters Score -6810906 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -6814514.500000 Penalty: 3586.957031
	Iteration 9F: 3 clusters Score -6814514 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -6816968.500000 Penalty: 3586.957031
	Iteration 10Q: 3 clusters Score -6816968 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -6818296.500000 Penalty: 3586.957031
	Iteration 11Q: 3 clusters Score -6818296 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -6818972.500000 Penalty: 3586.957031
	Iteration 12Q: 3 clusters Score -6818972 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -6819312.500000 Penalty: 3586.957031
	Iteration 13Q: 3 clusters Score -6819312 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -6819497.500000 Penalty: 3586.957031
	Iteration 14Q: 3 clusters Score -6819498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -6819622.000000 Penalty: 3586.957031
	Iteration 15Q: 3 clusters Score -6819622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -6819674.000000 Penalty: 3586.957031
	Iteration 16Q: 3 clusters Score -6819674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -6819705.500000 Penalty: 3586.957031
	Iteration 17Q: 3 clusters Score -6819706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -6819742.500000 Penalty: 3586.957031
	Iteration 18Q: 3 clusters Score -6819742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -6819766.500000 Penalty: 3586.957031
	Iteration 19Q: 3 clusters Score -6819766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -6819785.000000 Penalty: 3586.957031
	Iteration 20F: 3 clusters Score -6819785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -6819799.500000 Penalty: 3586.957031
	Iteration 21Q: 3 clusters Score -6819800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -6819806.500000 Penalty: 3586.957031
	Iteration 22Q: 3 clusters Score -6819806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -6819810.500000 Penalty: 3586.957031
	Iteration 23Q: 3 clusters Score -6819810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -6819815.500000 Penalty: 3586.957031
	Iteration 24Q: 3 clusters Score -6819816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -6819821.000000 Penalty: 3586.957031
	Iteration 25Q: 3 clusters Score -6819821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -6819824.500000 Penalty: 3586.957031
	Iteration 26Q: 3 clusters Score -6819824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -6819824.500000 Penalty: 3586.957031
	Iteration 27F: 3 clusters Score -6819824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Entering Unmasked Estep 
Score: -14126613.000000 Penalty: 1911.901978
	Iteration 0F: 2 clusters Score -1.412661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -14040616.000000 Penalty: 3823.803955
	Iteration 0F: 3 clusters Score -1.404062e+07 nChanged 61734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14076537.000000 Penalty: 3823.803955
	Iteration 1F: 3 clusters Score -1.407654e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -14077625.000000 Penalty: 3823.803955
	Iteration 2Q: 3 clusters Score -1.407762e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -14079434.000000 Penalty: 3823.803955
	Iteration 3Q: 3 clusters Score -1.407943e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -14082490.000000 Penalty: 3823.803955
	Iteration 4Q: 3 clusters Score -1.408249e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -14087313.000000 Penalty: 3823.803955
	Iteration 5F: 3 clusters Score -1.408731e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -14093747.000000 Penalty: 3823.803955
	Iteration 6F: 3 clusters Score -1.409375e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -14100785.000000 Penalty: 3823.803955
	Iteration 7F: 3 clusters Score -1.410078e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -14106241.000000 Penalty: 3823.803955
	Iteration 8F: 3 clusters Score -1.410624e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -14109162.000000 Penalty: 3823.803955
	Iteration 9Q: 3 clusters Score -1.410916e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -14110852.000000 Penalty: 3823.803955
	Iteration 10Q: 3 clusters Score -1.411085e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -14112292.000000 Penalty: 3823.803955
	Iteration 11Q: 3 clusters Score -1.411229e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -14113982.000000 Penalty: 3823.803955
	Iteration 12Q: 3 clusters Score -1.411398e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -14115777.000000 Penalty: 3823.803955
	Iteration 13Q: 3 clusters Score -1.411578e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -14117542.000000 Penalty: 3823.803955
	Iteration 14Q: 3 clusters Score -1.411754e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -14119192.000000 Penalty: 3823.803955
	Iteration 15Q: 3 clusters Score -1.411919e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111680 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -14120586.000000 Penalty: 3823.803955
	Iteration 16Q: 3 clusters Score -1.412059e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -14121707.000000 Penalty: 3823.803955
	Iteration 17Q: 3 clusters Score -1.412171e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -14122435.000000 Penalty: 3823.803955
	Iteration 18Q: 3 clusters Score -1.412244e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115773 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -14122925.000000 Penalty: 3823.803955
	Iteration 19Q: 3 clusters Score -1.412292e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -14123295.000000 Penalty: 3823.803955
	Iteration 20F: 3 clusters Score -1.41233e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -14123570.000000 Penalty: 3823.803955
	Iteration 21Q: 3 clusters Score -1.412357e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -14123821.000000 Penalty: 3823.803955
	Iteration 22Q: 3 clusters Score -1.412382e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -14124031.000000 Penalty: 3823.803955
	Iteration 23Q: 3 clusters Score -1.412403e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -14124164.000000 Penalty: 3823.803955
	Iteration 24Q: 3 clusters Score -1.412416e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -14124252.000000 Penalty: 3823.803955
	Iteration 25Q: 3 clusters Score -1.412425e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -14124368.000000 Penalty: 3823.803955
	Iteration 26Q: 3 clusters Score -1.412437e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -14124446.000000 Penalty: 3823.803955
	Iteration 27Q: 3 clusters Score -1.412445e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -14124570.000000 Penalty: 3823.803955
	Iteration 28Q: 3 clusters Score -1.412457e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -14124625.000000 Penalty: 3823.803955
	Iteration 29Q: 3 clusters Score -1.412462e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -14124676.000000 Penalty: 3823.803955
	Iteration 30Q: 3 clusters Score -1.412468e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121860 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -14124714.000000 Penalty: 3823.803955
	Iteration 31Q: 3 clusters Score -1.412471e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122109 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -14124810.000000 Penalty: 3823.803955
	Iteration 32Q: 3 clusters Score -1.412481e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122342 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -14124822.000000 Penalty: 3823.803955
	Iteration 33Q: 3 clusters Score -1.412482e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -14124874.000000 Penalty: 3823.803955
	Iteration 34Q: 3 clusters Score -1.412487e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -14124907.000000 Penalty: 3823.803955
	Iteration 35Q: 3 clusters Score -1.412491e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -14124931.000000 Penalty: 3823.803955
	Iteration 36Q: 3 clusters Score -1.412493e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123141 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -14124960.000000 Penalty: 3823.803955
	Iteration 37Q: 3 clusters Score -1.412496e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -14124993.000000 Penalty: 3823.803955
	Iteration 38Q: 3 clusters Score -1.412499e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123507 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -14125039.000000 Penalty: 3823.803955
	Iteration 39Q: 3 clusters Score -1.412504e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -14125078.000000 Penalty: 3823.803955
	Iteration 40F: 3 clusters Score -1.412508e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -14125105.000000 Penalty: 3823.803955
	Iteration 41Q: 3 clusters Score -1.41251e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124030 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -14125140.000000 Penalty: 3823.803955
	Iteration 42Q: 3 clusters Score -1.412514e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124174 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -14125178.000000 Penalty: 3823.803955
	Iteration 43Q: 3 clusters Score -1.412518e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124310 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -14125201.000000 Penalty: 3823.803955
	Iteration 44Q: 3 clusters Score -1.41252e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -14125230.000000 Penalty: 3823.803955
	Iteration 45Q: 3 clusters Score -1.412523e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124515 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -14125248.000000 Penalty: 3823.803955
	Iteration 46Q: 3 clusters Score -1.412525e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -14125256.000000 Penalty: 3823.803955
	Iteration 47Q: 3 clusters Score -1.412526e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124671 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -14125307.000000 Penalty: 3823.803955
	Iteration 48Q: 3 clusters Score -1.412531e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -14125323.000000 Penalty: 3823.803955
	Iteration 49Q: 3 clusters Score -1.412532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124774 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -14125315.000000 Penalty: 3823.803955
	Iteration 50Q: 3 clusters Score -1.412532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124811 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -14125321.000000 Penalty: 3823.803955
	Iteration 51Q: 3 clusters Score -1.412532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -14125352.000000 Penalty: 3823.803955
	Iteration 52Q: 3 clusters Score -1.412535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -14125340.000000 Penalty: 3823.803955
	Iteration 53Q: 3 clusters Score -1.412534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124918 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -14125357.000000 Penalty: 3823.803955
	Iteration 54Q: 3 clusters Score -1.412536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -14125369.000000 Penalty: 3823.803955
	Iteration 55Q: 3 clusters Score -1.412537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14125370.000000 Penalty: 3823.803955
	Iteration 56Q: 3 clusters Score -1.412537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -14125344.000000 Penalty: 3823.803955
	Iteration 57Q: 3 clusters Score -1.412534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -14125337.000000 Penalty: 3823.803955
	Iteration 58Q: 3 clusters Score -1.412534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -14125349.000000 Penalty: 3823.803955
	Iteration 59Q: 3 clusters Score -1.412535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -14125356.000000 Penalty: 3823.803955
	Iteration 60F: 3 clusters Score -1.412536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -14125349.000000 Penalty: 3823.803955
	Iteration 61Q: 3 clusters Score -1.412535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -14125362.000000 Penalty: 3823.803955
	Iteration 62Q: 3 clusters Score -1.412536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -14125356.000000 Penalty: 3823.803955
	Iteration 63Q: 3 clusters Score -1.412536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -14125367.000000 Penalty: 3823.803955
	Iteration 64Q: 3 clusters Score -1.412537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125202 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14125382.000000 Penalty: 3823.803955
	Iteration 65Q: 3 clusters Score -1.412538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -14125400.000000 Penalty: 3823.803955
	Iteration 66Q: 3 clusters Score -1.41254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -14125417.000000 Penalty: 3823.803955
	Iteration 67Q: 3 clusters Score -1.412542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125249 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -14125404.000000 Penalty: 3823.803955
	Iteration 68Q: 3 clusters Score -1.41254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125254 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -14125394.000000 Penalty: 3823.803955
	Iteration 69Q: 3 clusters Score -1.412539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -14125396.000000 Penalty: 3823.803955
	Iteration 70Q: 3 clusters Score -1.41254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -14125396.000000 Penalty: 3823.803955
	Iteration 71Q: 3 clusters Score -1.41254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -14125393.000000 Penalty: 3823.803955
	Iteration 72Q: 3 clusters Score -1.412539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -14125410.000000 Penalty: 3823.803955
	Iteration 73Q: 3 clusters Score -1.412541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125306 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -14125420.000000 Penalty: 3823.803955
	Iteration 74Q: 3 clusters Score -1.412542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -14125402.000000 Penalty: 3823.803955
	Iteration 75Q: 3 clusters Score -1.41254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14125410.000000 Penalty: 3823.803955
	Iteration 76Q: 3 clusters Score -1.412541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125355 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -14125401.000000 Penalty: 3823.803955
	Iteration 77Q: 3 clusters Score -1.41254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125378 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14125414.000000 Penalty: 3823.803955
	Iteration 78Q: 3 clusters Score -1.412541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125396 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -14125401.000000 Penalty: 3823.803955
	Iteration 79Q: 3 clusters Score -1.41254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -14125404.000000 Penalty: 3823.803955
	Iteration 80F: 3 clusters Score -1.41254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14125393.000000 Penalty: 3823.803955
	Iteration 81Q: 3 clusters Score -1.412539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125441 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -14125393.000000 Penalty: 3823.803955
	Iteration 82Q: 3 clusters Score -1.412539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125446 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -14125396.000000 Penalty: 3823.803955
	Iteration 83Q: 3 clusters Score -1.41254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125450 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -14125401.000000 Penalty: 3823.803955
	Iteration 84Q: 3 clusters Score -1.41254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -14125398.000000 Penalty: 3823.803955
	Iteration 85Q: 3 clusters Score -1.41254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -14125407.000000 Penalty: 3823.803955
	Iteration 86Q: 3 clusters Score -1.412541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14125398.000000 Penalty: 3823.803955
	Iteration 87Q: 3 clusters Score -1.41254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -14125397.000000 Penalty: 3823.803955
	Iteration 88Q: 3 clusters Score -1.41254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -14125402.000000 Penalty: 3823.803955
	Iteration 89Q: 3 clusters Score -1.41254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -14125402.000000 Penalty: 3823.803955
	Iteration 90F: 3 clusters Score -1.41254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Entering Unmasked Estep 
Score: -4167857.500000 Penalty: 1712.859253
	Iteration 0F: 2 clusters Score -4167858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4142294.750000 Penalty: 3425.718506
	Iteration 0F: 3 clusters Score -4142295 nChanged 17672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4152226.750000 Penalty: 3425.718506
	Iteration 1F: 3 clusters Score -4152227 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4152663.000000 Penalty: 3425.718506
	Iteration 2Q: 3 clusters Score -4152663 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4153072.500000 Penalty: 3425.718506
	Iteration 3Q: 3 clusters Score -4153072 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4153558.000000 Penalty: 3425.718506
	Iteration 4Q: 3 clusters Score -4153558 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4154176.500000 Penalty: 3425.718506
	Iteration 5Q: 3 clusters Score -4154176 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4155037.750000 Penalty: 3425.718506
	Iteration 6Q: 3 clusters Score -4155038 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4156321.250000 Penalty: 3425.718506
	Iteration 7F: 3 clusters Score -4156321 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -4158033.250000 Penalty: 3425.718506
	Iteration 8F: 3 clusters Score -4158033 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4160097.750000 Penalty: 3425.718506
	Iteration 9F: 3 clusters Score -4160098 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4162122.000000 Penalty: 3425.718506
	Iteration 10F: 3 clusters Score -4162122 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4163541.000000 Penalty: 3425.718506
	Iteration 11Q: 3 clusters Score -4163541 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4164263.250000 Penalty: 3425.718506
	Iteration 12Q: 3 clusters Score -4164263 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -4164639.250000 Penalty: 3425.718506
	Iteration 13Q: 3 clusters Score -4164639 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4164884.250000 Penalty: 3425.718506
	Iteration 14Q: 3 clusters Score -4164884 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4165062.750000 Penalty: 3425.718506
	Iteration 15Q: 3 clusters Score -4165063 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4165212.750000 Penalty: 3425.718506
	Iteration 16Q: 3 clusters Score -4165213 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4165340.000000 Penalty: 3425.718506
	Iteration 17Q: 3 clusters Score -4165340 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4165453.500000 Penalty: 3425.718506
	Iteration 18Q: 3 clusters Score -4165454 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4165548.500000 Penalty: 3425.718506
	Iteration 19Q: 3 clusters Score -4165548 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4165615.750000 Penalty: 3425.718506
	Iteration 20F: 3 clusters Score -4165616 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4165694.500000 Penalty: 3425.718506
	Iteration 21Q: 3 clusters Score -4165694 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4165753.000000 Penalty: 3425.718506
	Iteration 22Q: 3 clusters Score -4165753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4165812.500000 Penalty: 3425.718506
	Iteration 23Q: 3 clusters Score -4165812 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4165872.500000 Penalty: 3425.718506
	Iteration 24Q: 3 clusters Score -4165872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4165900.500000 Penalty: 3425.718506
	Iteration 25Q: 3 clusters Score -4165900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4165962.500000 Penalty: 3425.718506
	Iteration 26Q: 3 clusters Score -4165962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4166007.500000 Penalty: 3425.718506
	Iteration 27Q: 3 clusters Score -4166008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4166040.000000 Penalty: 3425.718506
	Iteration 28Q: 3 clusters Score -4166040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4166062.000000 Penalty: 3425.718506
	Iteration 29Q: 3 clusters Score -4166062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4166112.250000 Penalty: 3425.718506
	Iteration 30Q: 3 clusters Score -4166112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4166139.500000 Penalty: 3425.718506
	Iteration 31Q: 3 clusters Score -4166140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4166156.000000 Penalty: 3425.718506
	Iteration 32Q: 3 clusters Score -4166156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4166182.750000 Penalty: 3425.718506
	Iteration 33Q: 3 clusters Score -4166183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4166200.250000 Penalty: 3425.718506
	Iteration 34Q: 3 clusters Score -4166200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4166213.500000 Penalty: 3425.718506
	Iteration 35Q: 3 clusters Score -4166214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4166228.750000 Penalty: 3425.718506
	Iteration 36Q: 3 clusters Score -4166229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4166237.250000 Penalty: 3425.718506
	Iteration 37Q: 3 clusters Score -4166237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4166258.250000 Penalty: 3425.718506
	Iteration 38Q: 3 clusters Score -4166258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4166270.250000 Penalty: 3425.718506
	Iteration 39Q: 3 clusters Score -4166270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4166274.250000 Penalty: 3425.718506
	Iteration 40F: 3 clusters Score -4166274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4166281.250000 Penalty: 3425.718506
	Iteration 41Q: 3 clusters Score -4166281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4166284.250000 Penalty: 3425.718506
	Iteration 42Q: 3 clusters Score -4166284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4166289.000000 Penalty: 3425.718506
	Iteration 43Q: 3 clusters Score -4166289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4166295.750000 Penalty: 3425.718506
	Iteration 44Q: 3 clusters Score -4166296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4166298.250000 Penalty: 3425.718506
	Iteration 45Q: 3 clusters Score -4166298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4166303.250000 Penalty: 3425.718506
	Iteration 46Q: 3 clusters Score -4166303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4166310.500000 Penalty: 3425.718506
	Iteration 47Q: 3 clusters Score -4166310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4166311.500000 Penalty: 3425.718506
	Iteration 48Q: 3 clusters Score -4166312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4166313.750000 Penalty: 3425.718506
	Iteration 49Q: 3 clusters Score -4166314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4166313.250000 Penalty: 3425.718506
	Iteration 50Q: 3 clusters Score -4166313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4166313.750000 Penalty: 3425.718506
	Iteration 51Q: 3 clusters Score -4166314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4166312.750000 Penalty: 3425.718506
	Iteration 52Q: 3 clusters Score -4166313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4166313.750000 Penalty: 3425.718506
	Iteration 53Q: 3 clusters Score -4166314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4166316.750000 Penalty: 3425.718506
	Iteration 54Q: 3 clusters Score -4166317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4166316.000000 Penalty: 3425.718506
	Iteration 55Q: 3 clusters Score -4166316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4166316.250000 Penalty: 3425.718506
	Iteration 56Q: 3 clusters Score -4166316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4166316.000000 Penalty: 3425.718506
	Iteration 57Q: 3 clusters Score -4166316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4166327.500000 Penalty: 3425.718506
	Iteration 58Q: 3 clusters Score -4166328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4166322.750000 Penalty: 3425.718506
	Iteration 59Q: 3 clusters Score -4166323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4166330.000000 Penalty: 3425.718506
	Iteration 60F: 3 clusters Score -4166330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4166326.000000 Penalty: 3425.718506
	Iteration 61Q: 3 clusters Score -4166326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4166322.750000 Penalty: 3425.718506
	Iteration 62Q: 3 clusters Score -4166323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4166319.750000 Penalty: 3425.718506
	Iteration 63Q: 3 clusters Score -4166320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4166321.000000 Penalty: 3425.718506
	Iteration 64Q: 3 clusters Score -4166321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4166322.250000 Penalty: 3425.718506
	Iteration 65Q: 3 clusters Score -4166322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4166328.250000 Penalty: 3425.718506
	Iteration 66Q: 3 clusters Score -4166328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4166326.250000 Penalty: 3425.718506
	Iteration 67Q: 3 clusters Score -4166326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4166333.250000 Penalty: 3425.718506
	Iteration 68Q: 3 clusters Score -4166333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4166331.000000 Penalty: 3425.718506
	Iteration 69Q: 3 clusters Score -4166331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4166334.750000 Penalty: 3425.718506
	Iteration 70Q: 3 clusters Score -4166335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4166337.500000 Penalty: 3425.718506
	Iteration 71Q: 3 clusters Score -4166338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4166329.750000 Penalty: 3425.718506
	Iteration 72Q: 3 clusters Score -4166330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4166336.250000 Penalty: 3425.718506
	Iteration 73Q: 3 clusters Score -4166336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4166335.250000 Penalty: 3425.718506
	Iteration 74Q: 3 clusters Score -4166335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4166334.500000 Penalty: 3425.718506
	Iteration 75Q: 3 clusters Score -4166334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4166336.500000 Penalty: 3425.718506
	Iteration 76Q: 3 clusters Score -4166336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4166335.250000 Penalty: 3425.718506
	Iteration 77Q: 3 clusters Score -4166335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4166338.000000 Penalty: 3425.718506
	Iteration 78Q: 3 clusters Score -4166338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4166337.750000 Penalty: 3425.718506
	Iteration 79Q: 3 clusters Score -4166338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4166342.500000 Penalty: 3425.718506
	Iteration 80F: 3 clusters Score -4166342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4166347.750000 Penalty: 3425.718506
	Iteration 81Q: 3 clusters Score -4166348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4166347.750000 Penalty: 3425.718506
	Iteration 82Q: 3 clusters Score -4166348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4166357.000000 Penalty: 3425.718506
	Iteration 83Q: 3 clusters Score -4166357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4166351.500000 Penalty: 3425.718506
	Iteration 84Q: 3 clusters Score -4166352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4166350.250000 Penalty: 3425.718506
	Iteration 85Q: 3 clusters Score -4166350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4166349.250000 Penalty: 3425.718506
	Iteration 86Q: 3 clusters Score -4166349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4166351.500000 Penalty: 3425.718506
	Iteration 87Q: 3 clusters Score -4166352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4166352.500000 Penalty: 3425.718506
	Iteration 88Q: 3 clusters Score -4166352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4166350.500000 Penalty: 3425.718506
	Iteration 89Q: 3 clusters Score -4166350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4166356.500000 Penalty: 3425.718506
	Iteration 90Q: 3 clusters Score -4166356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4166356.500000 Penalty: 3425.718506
	Iteration 91F: 3 clusters Score -4166356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156246 members 
Mstep: Class 4 contains 73309 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22688 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 156248 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42722 members 
Mstep: Class 18 contains 62118 members 
Mstep: Class 19 contains 128740 members 
Mstep: Class 21 contains 37823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868192.000000 Penalty: 44658.785156
Iteration 479Q: 21 clusters Score -9.886819e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156191 members 
Mstep: Class 4 contains 73331 members 
Mstep: Class 5 contains 121947 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 22716 members 
Mstep: Class 13 contains 25693 members 
Mstep: Class 14 contains 156255 members 
Mstep: Class 15 contains 29747 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42742 members 
Mstep: Class 18 contains 62124 members 
Mstep: Class 19 contains 128741 members 
Mstep: Class 21 contains 37829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868232.000000 Penalty: 44658.785156
Iteration 480F: 21 clusters Score -9.886823e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156147 members 
Mstep: Class 4 contains 73355 members 
Mstep: Class 5 contains 121959 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 22758 members 
Mstep: Class 13 contains 25652 members 
Mstep: Class 14 contains 156230 members 
Mstep: Class 15 contains 29746 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42756 members 
Mstep: Class 18 contains 62133 members 
Mstep: Class 19 contains 128741 members 
Mstep: Class 21 contains 37825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868192.000000 Penalty: 44658.785156
Iteration 481Q: 21 clusters Score -9.886819e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156093 members 
Mstep: Class 4 contains 73376 members 
Mstep: Class 5 contains 121970 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14669 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 22800 members 
Mstep: Class 13 contains 25623 members 
Mstep: Class 14 contains 156220 members 
Mstep: Class 15 contains 29740 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42772 members 
Mstep: Class 18 contains 62139 members 
Mstep: Class 19 contains 128734 members 
Mstep: Class 21 contains 37825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868160.000000 Penalty: 44658.785156
Iteration 482Q: 21 clusters Score -9.886816e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 156020 members 
Mstep: Class 4 contains 73406 members 
Mstep: Class 5 contains 121977 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14667 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 22832 members 
Mstep: Class 13 contains 25586 members 
Mstep: Class 14 contains 156218 members 
Mstep: Class 15 contains 29746 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42792 members 
Mstep: Class 18 contains 62139 members 
Mstep: Class 19 contains 128733 members 
Mstep: Class 21 contains 37829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868128.000000 Penalty: 44658.785156
Iteration 483Q: 21 clusters Score -9.886813e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 155949 members 
Mstep: Class 4 contains 73425 members 
Mstep: Class 5 contains 121974 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 22865 members 
Mstep: Class 13 contains 25551 members 
Mstep: Class 14 contains 156223 members 
Mstep: Class 15 contains 29747 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42807 members 
Mstep: Class 18 contains 62142 members 
Mstep: Class 19 contains 128732 members 
Mstep: Class 21 contains 37843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868008.000000 Penalty: 44658.785156
Iteration 484Q: 21 clusters Score -9.886801e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 155887 members 
Mstep: Class 4 contains 73450 members 
Mstep: Class 5 contains 121966 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 22903 members 
Mstep: Class 13 contains 25520 members 
Mstep: Class 14 contains 156232 members 
Mstep: Class 15 contains 29739 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42820 members 
Mstep: Class 18 contains 62147 members 
Mstep: Class 19 contains 128727 members 
Mstep: Class 21 contains 37857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868024.000000 Penalty: 44658.785156
Iteration 485Q: 21 clusters Score -9.886802e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 155854 members 
Mstep: Class 4 contains 73476 members 
Mstep: Class 5 contains 121969 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 22945 members 
Mstep: Class 13 contains 25485 members 
Mstep: Class 14 contains 156225 members 
Mstep: Class 15 contains 29734 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42831 members 
Mstep: Class 18 contains 62150 members 
Mstep: Class 19 contains 128717 members 
Mstep: Class 21 contains 37862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868016.000000 Penalty: 44658.785156
Iteration 486Q: 21 clusters Score -9.886802e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 155842 members 
Mstep: Class 4 contains 73505 members 
Mstep: Class 5 contains 121961 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14677 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 22987 members 
Mstep: Class 13 contains 25445 members 
Mstep: Class 14 contains 156206 members 
Mstep: Class 15 contains 29726 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42842 members 
Mstep: Class 18 contains 62155 members 
Mstep: Class 19 contains 128705 members 
Mstep: Class 21 contains 37869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867984.000000 Penalty: 44658.785156
Iteration 487Q: 21 clusters Score -9.886798e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 155815 members 
Mstep: Class 4 contains 73529 members 
Mstep: Class 5 contains 121958 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23035 members 
Mstep: Class 13 contains 25408 members 
Mstep: Class 14 contains 156185 members 
Mstep: Class 15 contains 29729 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42860 members 
Mstep: Class 18 contains 62152 members 
Mstep: Class 19 contains 128692 members 
Mstep: Class 21 contains 37873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868048.000000 Penalty: 44658.785156
Iteration 488Q: 21 clusters Score -9.886805e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 155765 members 
Mstep: Class 4 contains 73551 members 
Mstep: Class 5 contains 121961 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23094 members 
Mstep: Class 13 contains 25376 members 
Mstep: Class 14 contains 156171 members 
Mstep: Class 15 contains 29728 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42872 members 
Mstep: Class 18 contains 62148 members 
Mstep: Class 19 contains 128684 members 
Mstep: Class 21 contains 37874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868136.000000 Penalty: 44658.785156
Iteration 489Q: 21 clusters Score -9.886814e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 155733 members 
Mstep: Class 4 contains 73570 members 
Mstep: Class 5 contains 121959 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23154 members 
Mstep: Class 13 contains 25335 members 
Mstep: Class 14 contains 156160 members 
Mstep: Class 15 contains 29729 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42880 members 
Mstep: Class 18 contains 62153 members 
Mstep: Class 19 contains 128678 members 
Mstep: Class 21 contains 37873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868064.000000 Penalty: 44658.785156
Iteration 490Q: 21 clusters Score -9.886806e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 155706 members 
Mstep: Class 4 contains 73587 members 
Mstep: Class 5 contains 121965 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23211 members 
Mstep: Class 13 contains 25293 members 
Mstep: Class 14 contains 156144 members 
Mstep: Class 15 contains 29728 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42889 members 
Mstep: Class 18 contains 62154 members 
Mstep: Class 19 contains 128670 members 
Mstep: Class 21 contains 37877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868056.000000 Penalty: 44658.785156
Iteration 491Q: 21 clusters Score -9.886806e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 155674 members 
Mstep: Class 4 contains 73608 members 
Mstep: Class 5 contains 121966 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23250 members 
Mstep: Class 13 contains 25260 members 
Mstep: Class 14 contains 156150 members 
Mstep: Class 15 contains 29725 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42888 members 
Mstep: Class 18 contains 62157 members 
Mstep: Class 19 contains 128665 members 
Mstep: Class 21 contains 37878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868176.000000 Penalty: 44658.785156
Iteration 492Q: 21 clusters Score -9.886818e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 155675 members 
Mstep: Class 4 contains 73631 members 
Mstep: Class 5 contains 121962 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23281 members 
Mstep: Class 13 contains 25227 members 
Mstep: Class 14 contains 156133 members 
Mstep: Class 15 contains 29723 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42893 members 
Mstep: Class 18 contains 62159 members 
Mstep: Class 19 contains 128662 members 
Mstep: Class 21 contains 37879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868104.000000 Penalty: 44658.785156
Iteration 493Q: 21 clusters Score -9.88681e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 155679 members 
Mstep: Class 4 contains 73636 members 
Mstep: Class 5 contains 121949 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14712 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 25206 members 
Mstep: Class 14 contains 156112 members 
Mstep: Class 15 contains 29725 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42901 members 
Mstep: Class 18 contains 62165 members 
Mstep: Class 19 contains 128657 members 
Mstep: Class 21 contains 37882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868288.000000 Penalty: 44658.785156
Iteration 494Q: 21 clusters Score -9.886829e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 155661 members 
Mstep: Class 4 contains 73649 members 
Mstep: Class 5 contains 121945 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14714 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23355 members 
Mstep: Class 13 contains 25190 members 
Mstep: Class 14 contains 156096 members 
Mstep: Class 15 contains 29719 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 42909 members 
Mstep: Class 18 contains 62175 members 
Mstep: Class 19 contains 128644 members 
Mstep: Class 21 contains 37883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868160.000000 Penalty: 44658.785156
Iteration 495Q: 21 clusters Score -9.886816e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 155659 members 
Mstep: Class 4 contains 73666 members 
Mstep: Class 5 contains 121945 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14714 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 25163 members 
Mstep: Class 14 contains 156073 members 
Mstep: Class 15 contains 29713 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42919 members 
Mstep: Class 18 contains 62177 members 
Mstep: Class 19 contains 128632 members 
Mstep: Class 21 contains 37884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868304.000000 Penalty: 44658.785156
Iteration 496Q: 21 clusters Score -9.88683e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 155686 members 
Mstep: Class 4 contains 73684 members 
Mstep: Class 5 contains 121938 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14713 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23453 members 
Mstep: Class 13 contains 25123 members 
Mstep: Class 14 contains 156023 members 
Mstep: Class 15 contains 29712 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42923 members 
Mstep: Class 18 contains 62188 members 
Mstep: Class 19 contains 128623 members 
Mstep: Class 21 contains 37884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868344.000000 Penalty: 44658.785156
Iteration 497Q: 21 clusters Score -9.886834e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 155737 members 
Mstep: Class 4 contains 73689 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23497 members 
Mstep: Class 13 contains 25095 members 
Mstep: Class 14 contains 155974 members 
Mstep: Class 15 contains 29704 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 42923 members 
Mstep: Class 18 contains 62206 members 
Mstep: Class 19 contains 128612 members 
Mstep: Class 21 contains 37876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868264.000000 Penalty: 44658.785156
Iteration 498Q: 21 clusters Score -9.886826e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 155746 members 
Mstep: Class 4 contains 73697 members 
Mstep: Class 5 contains 121946 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14712 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23522 members 
Mstep: Class 13 contains 25072 members 
Mstep: Class 14 contains 155947 members 
Mstep: Class 15 contains 29700 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 42931 members 
Mstep: Class 18 contains 62209 members 
Mstep: Class 19 contains 128614 members 
Mstep: Class 21 contains 37872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868328.000000 Penalty: 44658.785156
Iteration 499Q: 21 clusters Score -9.886833e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 155727 members 
Mstep: Class 4 contains 73708 members 
Mstep: Class 5 contains 121944 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 14714 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 23542 members 
Mstep: Class 13 contains 25053 members 
Mstep: Class 14 contains 155947 members 
Mstep: Class 15 contains 29700 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 42938 members 
Mstep: Class 18 contains 62219 members 
Mstep: Class 19 contains 128611 members 
Mstep: Class 21 contains 37867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868224.000000 Penalty: 44658.785156
Iteration 500F: 21 clusters Score -9.886822e+07 nChanged 369
Maximum iterations exceeded
--- Evaluating fit on full set of 2785050 points ---
Entering Unmasked Estep 
Score: -296060896.000000 Penalty: 48229.273438
22->21 Clusters: Score -296060896.000000, best is -296268480.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 928350 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 42191 members 
Mstep: Class 3 contains 41916 members 
Mstep: Class 4 contains 42448 members 
Mstep: Class 5 contains 42140 members 
Mstep: Class 6 contains 42324 members 
Mstep: Class 7 contains 42374 members 
Mstep: Class 8 contains 42073 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 42109 members 
Mstep: Class 11 contains 41935 members 
Mstep: Class 12 contains 42016 members 
Mstep: Class 13 contains 42053 members 
Mstep: Class 14 contains 42197 members 
Mstep: Class 15 contains 42229 members 
Mstep: Class 16 contains 42433 members 
Mstep: Class 17 contains 42093 members 
Mstep: Class 18 contains 42665 members 
Mstep: Class 19 contains 42359 members 
Mstep: Class 20 contains 42372 members 
Mstep: Class 21 contains 42182 members 
Mstep: Class 22 contains 42300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 541.197510 but Gain 2232.937500
Score: -95264432.000000 Penalty: 46891.722656
Iteration 0F: 22 clusters Score -9.526443e+07 nChanged 881269
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 70428 members 
Mstep: Class 3 contains 33616 members 
Mstep: Class 4 contains 32954 members 
Mstep: Class 5 contains 100015 members 
Mstep: Class 6 contains 41703 members 
Mstep: Class 7 contains 29436 members 
Mstep: Class 8 contains 24426 members 
Mstep: Class 9 contains 15837 members 
Mstep: Class 10 contains 44194 members 
Mstep: Class 12 contains 42924 members 
Mstep: Class 13 contains 42456 members 
Mstep: Class 14 contains 17480 members 
Mstep: Class 15 contains 83234 members 
Mstep: Class 16 contains 51270 members 
Mstep: Class 17 contains 26003 members 
Mstep: Class 18 contains 75487 members 
Mstep: Class 19 contains 56028 members 
Mstep: Class 20 contains 32105 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 49075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97477192.000000 Penalty: 46891.722656
Iteration 1F: 22 clusters Score -9.747719e+07 nChanged 314706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 101376 members 
Mstep: Class 3 contains 31647 members 
Mstep: Class 4 contains 20742 members 
Mstep: Class 5 contains 115957 members 
Mstep: Class 6 contains 34350 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 17863 members 
Mstep: Class 9 contains 12212 members 
Mstep: Class 10 contains 41738 members 
Mstep: Class 12 contains 42822 members 
Mstep: Class 13 contains 42127 members 
Mstep: Class 14 contains 11332 members 
Mstep: Class 15 contains 88924 members 
Mstep: Class 16 contains 57520 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 93323 members 
Mstep: Class 19 contains 51422 members 
Mstep: Class 20 contains 26824 members 
Mstep: Class 21 contains 26233 members 
Mstep: Class 22 contains 59273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97948680.000000 Penalty: 46891.722656
Iteration 2F: 22 clusters Score -9.794868e+07 nChanged 237816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 128992 members 
Mstep: Class 3 contains 26648 members 
Mstep: Class 4 contains 15295 members 
Mstep: Class 5 contains 130834 members 
Mstep: Class 6 contains 24144 members 
Mstep: Class 7 contains 11765 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 12 contains 35518 members 
Mstep: Class 13 contains 39166 members 
Mstep: Class 14 contains 8666 members 
Mstep: Class 15 contains 118674 members 
Mstep: Class 16 contains 64156 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 93648 members 
Mstep: Class 19 contains 46893 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 18117 members 
Mstep: Class 22 contains 66938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98240760.000000 Penalty: 46891.722656
Iteration 3F: 22 clusters Score -9.824076e+07 nChanged 190289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 151199 members 
Mstep: Class 3 contains 22491 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 141712 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 6800 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 21494 members 
Mstep: Class 12 contains 25484 members 
Mstep: Class 13 contains 37881 members 
Mstep: Class 14 contains 5710 members 
Mstep: Class 15 contains 160615 members 
Mstep: Class 16 contains 66301 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 84002 members 
Mstep: Class 19 contains 42675 members 
Mstep: Class 20 contains 15736 members 
Mstep: Class 21 contains 11410 members 
Mstep: Class 22 contains 76079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1535.934326 but Gain 2232.937500
Score: -98431216.000000 Penalty: 44658.785156
Iteration 4F: 21 clusters Score -9.843122e+07 nChanged 148936
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 166952 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 10795 members 
Mstep: Class 5 contains 146422 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 15524 members 
Mstep: Class 12 contains 15840 members 
Mstep: Class 13 contains 39569 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 198165 members 
Mstep: Class 16 contains 66764 members 
Mstep: Class 18 contains 69148 members 
Mstep: Class 19 contains 39845 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 86021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1855.138672 but Gain 2232.941406
Score: -98550432.000000 Penalty: 42425.843750
Iteration 5F: 20 clusters Score -9.855043e+07 nChanged 117164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 175590 members 
Mstep: Class 3 contains 19902 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 146712 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 2997 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 42754 members 
Mstep: Class 15 contains 223202 members 
Mstep: Class 16 contains 69903 members 
Mstep: Class 18 contains 51973 members 
Mstep: Class 19 contains 38394 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 95470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2148.781738 but Gain 2232.937500
Score: -98629464.000000 Penalty: 40192.906250
Iteration 6F: 19 clusters Score -9.862946e+07 nChanged 89582
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 177261 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 11596 members 
Mstep: Class 5 contains 147079 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 46213 members 
Mstep: Class 15 contains 236752 members 
Mstep: Class 16 contains 75549 members 
Mstep: Class 18 contains 36179 members 
Mstep: Class 19 contains 38126 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 22 contains 103634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1202.911255 but Gain 2232.941406
Score: -98687512.000000 Penalty: 37959.964844
Iteration 7F: 18 clusters Score -9.868751e+07 nChanged 66713
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 173902 members 
Mstep: Class 3 contains 19961 members 
Mstep: Class 4 contains 12341 members 
Mstep: Class 5 contains 148182 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 49383 members 
Mstep: Class 15 contains 242536 members 
Mstep: Class 16 contains 82216 members 
Mstep: Class 18 contains 23767 members 
Mstep: Class 19 contains 38547 members 
Mstep: Class 20 contains 1775 members 
Mstep: Class 22 contains 109754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1492.559570 but Gain 2232.937500
Score: -98728480.000000 Penalty: 35727.027344
Iteration 8F: 17 clusters Score -9.872848e+07 nChanged 49840
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 168237 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 12881 members 
Mstep: Class 5 contains 149114 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 8163 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 52491 members 
Mstep: Class 15 contains 244382 members 
Mstep: Class 16 contains 88991 members 
Mstep: Class 18 contains 15414 members 
Mstep: Class 19 contains 39268 members 
Mstep: Class 22 contains 113970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98758040.000000 Penalty: 35727.027344
Iteration 9F: 17 clusters Score -9.875804e+07 nChanged 36529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 161960 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 5 contains 149238 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 55665 members 
Mstep: Class 15 contains 243451 members 
Mstep: Class 16 contains 95260 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 39919 members 
Mstep: Class 22 contains 116690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98775296.000000 Penalty: 35727.027344
Iteration 10Q: 17 clusters Score -9.87753e+07 nChanged 28503
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 156509 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 148646 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 1150 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 58820 members 
Mstep: Class 15 contains 241347 members 
Mstep: Class 16 contains 100927 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 40573 members 
Mstep: Class 22 contains 118565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98787880.000000 Penalty: 35727.027344
Iteration 11Q: 17 clusters Score -9.878788e+07 nChanged 22731
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 152108 members 
Mstep: Class 3 contains 17449 members 
Mstep: Class 4 contains 13283 members 
Mstep: Class 5 contains 147559 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 1197 members 
Mstep: Class 10 contains 6720 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 61887 members 
Mstep: Class 15 contains 238864 members 
Mstep: Class 16 contains 105664 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 41120 members 
Mstep: Class 22 contains 119991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98797608.000000 Penalty: 35727.027344
Iteration 12Q: 17 clusters Score -9.879761e+07 nChanged 19166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 148914 members 
Mstep: Class 3 contains 16780 members 
Mstep: Class 4 contains 13241 members 
Mstep: Class 5 contains 145967 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 64852 members 
Mstep: Class 15 contains 236324 members 
Mstep: Class 16 contains 109456 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 41569 members 
Mstep: Class 22 contains 121203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98805392.000000 Penalty: 35727.027344
Iteration 13Q: 17 clusters Score -9.880539e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 146974 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 144091 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 67665 members 
Mstep: Class 15 contains 233717 members 
Mstep: Class 16 contains 112334 members 
Mstep: Class 18 contains 5637 members 
Mstep: Class 19 contains 41950 members 
Mstep: Class 22 contains 122172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98811376.000000 Penalty: 35727.027344
Iteration 14Q: 17 clusters Score -9.881138e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 145783 members 
Mstep: Class 3 contains 15860 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 142071 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 70223 members 
Mstep: Class 15 contains 231450 members 
Mstep: Class 16 contains 114552 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 42217 members 
Mstep: Class 22 contains 122930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98815832.000000 Penalty: 35727.027344
Iteration 15Q: 17 clusters Score -9.881583e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 145266 members 
Mstep: Class 3 contains 15508 members 
Mstep: Class 4 contains 13014 members 
Mstep: Class 5 contains 139847 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 5324 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 72656 members 
Mstep: Class 15 contains 229451 members 
Mstep: Class 16 contains 116246 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 19 contains 42383 members 
Mstep: Class 22 contains 123498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98818976.000000 Penalty: 35727.027344
Iteration 16Q: 17 clusters Score -9.881898e+07 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 145195 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 12947 members 
Mstep: Class 5 contains 137587 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 74942 members 
Mstep: Class 15 contains 227689 members 
Mstep: Class 16 contains 117509 members 
Mstep: Class 18 contains 5996 members 
Mstep: Class 19 contains 42494 members 
Mstep: Class 22 contains 123969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98821344.000000 Penalty: 35727.027344
Iteration 17Q: 17 clusters Score -9.882134e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 145405 members 
Mstep: Class 3 contains 15066 members 
Mstep: Class 4 contains 12844 members 
Mstep: Class 5 contains 135425 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 76929 members 
Mstep: Class 15 contains 226232 members 
Mstep: Class 16 contains 118430 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 42573 members 
Mstep: Class 22 contains 124307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98823288.000000 Penalty: 35727.027344
Iteration 18Q: 17 clusters Score -9.882329e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 145888 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 12717 members 
Mstep: Class 5 contains 133326 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 3318 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 4298 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 78800 members 
Mstep: Class 15 contains 224885 members 
Mstep: Class 16 contains 119102 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 42635 members 
Mstep: Class 22 contains 124540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98824952.000000 Penalty: 35727.027344
Iteration 19Q: 17 clusters Score -9.882495e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 146308 members 
Mstep: Class 3 contains 14769 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 131334 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 80482 members 
Mstep: Class 15 contains 223864 members 
Mstep: Class 16 contains 119667 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 19 contains 42637 members 
Mstep: Class 22 contains 124704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98827256.000000 Penalty: 35727.027344
Iteration 20F: 17 clusters Score -9.882726e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 146732 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 4 contains 12430 members 
Mstep: Class 5 contains 129455 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 81920 members 
Mstep: Class 15 contains 222907 members 
Mstep: Class 16 contains 120120 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 42548 members 
Mstep: Class 22 contains 124706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98830960.000000 Penalty: 35727.027344
Iteration 21Q: 17 clusters Score -9.883096e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 147071 members 
Mstep: Class 3 contains 14586 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 127576 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 83161 members 
Mstep: Class 15 contains 222230 members 
Mstep: Class 16 contains 120471 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 42469 members 
Mstep: Class 22 contains 124628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98832592.000000 Penalty: 35727.027344
Iteration 22Q: 17 clusters Score -9.883259e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 147407 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 4 contains 12124 members 
Mstep: Class 5 contains 125724 members 
Mstep: Class 7 contains 2131 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 84203 members 
Mstep: Class 15 contains 221799 members 
Mstep: Class 16 contains 120756 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 42397 members 
Mstep: Class 22 contains 124572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98834320.000000 Penalty: 35727.027344
Iteration 23Q: 17 clusters Score -9.883432e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 147713 members 
Mstep: Class 3 contains 14482 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 123984 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 85029 members 
Mstep: Class 15 contains 221599 members 
Mstep: Class 16 contains 120984 members 
Mstep: Class 18 contains 8487 members 
Mstep: Class 19 contains 42337 members 
Mstep: Class 22 contains 124556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98835552.000000 Penalty: 35727.027344
Iteration 24Q: 17 clusters Score -9.883555e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 148053 members 
Mstep: Class 3 contains 14456 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 122275 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 85646 members 
Mstep: Class 15 contains 221525 members 
Mstep: Class 16 contains 121167 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 42282 members 
Mstep: Class 22 contains 124572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98836136.000000 Penalty: 35727.027344
Iteration 25Q: 17 clusters Score -9.883614e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 148400 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 11517 members 
Mstep: Class 5 contains 120493 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 3289 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 86113 members 
Mstep: Class 15 contains 221582 members 
Mstep: Class 16 contains 121321 members 
Mstep: Class 18 contains 9371 members 
Mstep: Class 19 contains 42238 members 
Mstep: Class 22 contains 124643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98837040.000000 Penalty: 35727.027344
Iteration 26Q: 17 clusters Score -9.883704e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 148732 members 
Mstep: Class 3 contains 14420 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 118738 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 86392 members 
Mstep: Class 15 contains 221878 members 
Mstep: Class 16 contains 121421 members 
Mstep: Class 18 contains 9879 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 22 contains 124720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98837912.000000 Penalty: 35727.027344
Iteration 27Q: 17 clusters Score -9.883791e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 149042 members 
Mstep: Class 3 contains 14416 members 
Mstep: Class 4 contains 11108 members 
Mstep: Class 5 contains 116968 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 3292 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 86516 members 
Mstep: Class 15 contains 222268 members 
Mstep: Class 16 contains 121499 members 
Mstep: Class 18 contains 10444 members 
Mstep: Class 19 contains 42076 members 
Mstep: Class 22 contains 124853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98839056.000000 Penalty: 35727.027344
Iteration 28Q: 17 clusters Score -9.883906e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 149330 members 
Mstep: Class 3 contains 14430 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 115272 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 86514 members 
Mstep: Class 15 contains 222676 members 
Mstep: Class 16 contains 121571 members 
Mstep: Class 18 contains 11069 members 
Mstep: Class 19 contains 42011 members 
Mstep: Class 22 contains 124958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840240.000000 Penalty: 35727.027344
Iteration 29Q: 17 clusters Score -9.884024e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 149600 members 
Mstep: Class 3 contains 14441 members 
Mstep: Class 4 contains 10672 members 
Mstep: Class 5 contains 113641 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 12 contains 3399 members 
Mstep: Class 13 contains 86427 members 
Mstep: Class 15 contains 223141 members 
Mstep: Class 16 contains 121641 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 41936 members 
Mstep: Class 22 contains 125024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98841496.000000 Penalty: 35727.027344
Iteration 30Q: 17 clusters Score -9.88415e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 149888 members 
Mstep: Class 3 contains 14458 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 112080 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 13 contains 86190 members 
Mstep: Class 15 contains 223611 members 
Mstep: Class 16 contains 121715 members 
Mstep: Class 18 contains 12437 members 
Mstep: Class 19 contains 41846 members 
Mstep: Class 22 contains 125067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98842424.000000 Penalty: 35727.027344
Iteration 31Q: 17 clusters Score -9.884242e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 150164 members 
Mstep: Class 3 contains 14459 members 
Mstep: Class 4 contains 10211 members 
Mstep: Class 5 contains 110583 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 85885 members 
Mstep: Class 15 contains 224123 members 
Mstep: Class 16 contains 121779 members 
Mstep: Class 18 contains 13141 members 
Mstep: Class 19 contains 41761 members 
Mstep: Class 22 contains 125122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98842872.000000 Penalty: 35727.027344
Iteration 32Q: 17 clusters Score -9.884287e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 150424 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 9978 members 
Mstep: Class 5 contains 109167 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 85502 members 
Mstep: Class 15 contains 224702 members 
Mstep: Class 16 contains 121834 members 
Mstep: Class 18 contains 13788 members 
Mstep: Class 19 contains 41681 members 
Mstep: Class 22 contains 125172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98843552.000000 Penalty: 35727.027344
Iteration 33Q: 17 clusters Score -9.884355e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 150713 members 
Mstep: Class 3 contains 14475 members 
Mstep: Class 4 contains 9700 members 
Mstep: Class 5 contains 107847 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 2948 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 85023 members 
Mstep: Class 15 contains 225309 members 
Mstep: Class 16 contains 121873 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 41592 members 
Mstep: Class 22 contains 125262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844304.000000 Penalty: 35727.027344
Iteration 34Q: 17 clusters Score -9.88443e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 150965 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 9485 members 
Mstep: Class 5 contains 106551 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 84555 members 
Mstep: Class 15 contains 225899 members 
Mstep: Class 16 contains 121941 members 
Mstep: Class 18 contains 14961 members 
Mstep: Class 19 contains 41513 members 
Mstep: Class 22 contains 125339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844048.000000 Penalty: 35727.027344
Iteration 35Q: 17 clusters Score -9.884405e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 151214 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 4 contains 9249 members 
Mstep: Class 5 contains 105379 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 84120 members 
Mstep: Class 15 contains 226432 members 
Mstep: Class 16 contains 122015 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 41423 members 
Mstep: Class 22 contains 125389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844784.000000 Penalty: 35727.027344
Iteration 36Q: 17 clusters Score -9.884478e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 151423 members 
Mstep: Class 3 contains 14528 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 104276 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 3274 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 83727 members 
Mstep: Class 15 contains 227004 members 
Mstep: Class 16 contains 122068 members 
Mstep: Class 18 contains 15922 members 
Mstep: Class 19 contains 41360 members 
Mstep: Class 22 contains 125401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845352.000000 Penalty: 35727.027344
Iteration 37Q: 17 clusters Score -9.884535e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 151666 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 4 contains 8688 members 
Mstep: Class 5 contains 103203 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 2794 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 83367 members 
Mstep: Class 15 contains 227550 members 
Mstep: Class 16 contains 122098 members 
Mstep: Class 18 contains 16320 members 
Mstep: Class 19 contains 41321 members 
Mstep: Class 22 contains 125377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845992.000000 Penalty: 35727.027344
Iteration 38Q: 17 clusters Score -9.884599e+07 nChanged 3474
Entering ConstructFrom: 
Score: -98845992.000000 Penalty: 35727.027344
Entering ConstructFrom: 
Trying to split cluster 1 (20661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Entering Unmasked Estep 
Score: -2290345.250000 Penalty: 1614.600464
	Iteration 0F: 2 clusters Score -2290345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2276101.250000 Penalty: 3229.200928
	Iteration 0F: 3 clusters Score -2276101 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2281227.250000 Penalty: 3229.200928
	Iteration 1F: 3 clusters Score -2281227 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2281462.250000 Penalty: 3229.200928
	Iteration 2Q: 3 clusters Score -2281462 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2281691.000000 Penalty: 3229.200928
	Iteration 3Q: 3 clusters Score -2281691 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2281959.000000 Penalty: 3229.200928
	Iteration 4Q: 3 clusters Score -2281959 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2282347.000000 Penalty: 3229.200928
	Iteration 5Q: 3 clusters Score -2282347 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2282961.500000 Penalty: 3229.200928
	Iteration 6F: 3 clusters Score -2282962 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2283931.750000 Penalty: 3229.200928
	Iteration 7F: 3 clusters Score -2283932 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2285295.750000 Penalty: 3229.200928
	Iteration 8F: 3 clusters Score -2285296 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2286775.750000 Penalty: 3229.200928
	Iteration 9F: 3 clusters Score -2286776 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2287903.250000 Penalty: 3229.200928
	Iteration 10F: 3 clusters Score -2287903 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2288463.750000 Penalty: 3229.200928
	Iteration 11Q: 3 clusters Score -2288464 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2288704.000000 Penalty: 3229.200928
	Iteration 12Q: 3 clusters Score -2288704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2288790.000000 Penalty: 3229.200928
	Iteration 13Q: 3 clusters Score -2288790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2288826.000000 Penalty: 3229.200928
	Iteration 14Q: 3 clusters Score -2288826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2288853.000000 Penalty: 3229.200928
	Iteration 15Q: 3 clusters Score -2288853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2288865.000000 Penalty: 3229.200928
	Iteration 16Q: 3 clusters Score -2288865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2288876.000000 Penalty: 3229.200928
	Iteration 17Q: 3 clusters Score -2288876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2288890.500000 Penalty: 3229.200928
	Iteration 18Q: 3 clusters Score -2288890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2288907.250000 Penalty: 3229.200928
	Iteration 19Q: 3 clusters Score -2288907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2288914.750000 Penalty: 3229.200928
	Iteration 20F: 3 clusters Score -2288915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2288920.500000 Penalty: 3229.200928
	Iteration 21Q: 3 clusters Score -2288920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2288920.500000 Penalty: 3229.200928
	Iteration 22F: 3 clusters Score -2288920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (151882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Entering Unmasked Estep 
Score: -16544069.000000 Penalty: 1938.764648
	Iteration 0F: 2 clusters Score -1.654407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -16444691.000000 Penalty: 3877.529297
	Iteration 0F: 3 clusters Score -1.644469e+07 nChanged 72981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -16488930.000000 Penalty: 3877.529297
	Iteration 1F: 3 clusters Score -1.648893e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -16491178.000000 Penalty: 3877.529297
	Iteration 2Q: 3 clusters Score -1.649118e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -16494934.000000 Penalty: 3877.529297
	Iteration 3F: 3 clusters Score -1.649493e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -16501452.000000 Penalty: 3877.529297
	Iteration 4F: 3 clusters Score -1.650145e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -16511042.000000 Penalty: 3877.529297
	Iteration 5F: 3 clusters Score -1.651104e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -16521621.000000 Penalty: 3877.529297
	Iteration 6F: 3 clusters Score -1.652162e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 130402 members 
Entering Unmasked Estep 
Score: -16530757.000000 Penalty: 3877.529297
	Iteration 7F: 3 clusters Score -1.653076e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 136920 members 
Entering Unmasked Estep 
Score: -16536820.000000 Penalty: 3877.529297
	Iteration 8Q: 3 clusters Score -1.653682e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -16540126.000000 Penalty: 3877.529297
	Iteration 9Q: 3 clusters Score -1.654013e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -16541990.000000 Penalty: 3877.529297
	Iteration 10Q: 3 clusters Score -1.654199e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -16543138.000000 Penalty: 3877.529297
	Iteration 11Q: 3 clusters Score -1.654314e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -16543902.000000 Penalty: 3877.529297
	Iteration 12Q: 3 clusters Score -1.65439e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 148582 members 
Entering Unmasked Estep 
Score: -16544250.000000 Penalty: 3877.529297
	Iteration 13Q: 3 clusters Score -1.654425e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -16544493.000000 Penalty: 3877.529297
	Iteration 14Q: 3 clusters Score -1.654449e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -16544532.000000 Penalty: 3877.529297
	Iteration 15Q: 3 clusters Score -1.654453e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -16544569.000000 Penalty: 3877.529297
	Iteration 16Q: 3 clusters Score -1.654457e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -16544550.000000 Penalty: 3877.529297
	Iteration 17Q: 3 clusters Score -1.654455e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -16544571.000000 Penalty: 3877.529297
	Iteration 18Q: 3 clusters Score -1.654457e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -16544580.000000 Penalty: 3877.529297
	Iteration 19Q: 3 clusters Score -1.654458e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -16544558.000000 Penalty: 3877.529297
	Iteration 20F: 3 clusters Score -1.654456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 150293 members 
Entering Unmasked Estep 
Score: -16544568.000000 Penalty: 3877.529297
	Iteration 21Q: 3 clusters Score -1.654457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 150323 members 
Entering Unmasked Estep 
Score: -16544559.000000 Penalty: 3877.529297
	Iteration 22Q: 3 clusters Score -1.654456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 150342 members 
Entering Unmasked Estep 
Score: -16544565.000000 Penalty: 3877.529297
	Iteration 23Q: 3 clusters Score -1.654456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -16544572.000000 Penalty: 3877.529297
	Iteration 24Q: 3 clusters Score -1.654457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 150370 members 
Entering Unmasked Estep 
Score: -16544560.000000 Penalty: 3877.529297
	Iteration 25Q: 3 clusters Score -1.654456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 150381 members 
Entering Unmasked Estep 
Score: -16544557.000000 Penalty: 3877.529297
	Iteration 26Q: 3 clusters Score -1.654456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 150390 members 
Entering Unmasked Estep 
Score: -16544555.000000 Penalty: 3877.529297
	Iteration 27Q: 3 clusters Score -1.654456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -16544573.000000 Penalty: 3877.529297
	Iteration 28Q: 3 clusters Score -1.654457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -16544558.000000 Penalty: 3877.529297
	Iteration 29Q: 3 clusters Score -1.654456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -16544558.000000 Penalty: 3877.529297
	Iteration 30F: 3 clusters Score -1.654456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 102153 members 
Mstep: Class 6 contains 150407 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 82985 members 
Mstep: Class 15 contains 228175 members 
Mstep: Class 16 contains 122124 members 
Mstep: Class 18 contains 16676 members 
Mstep: Class 19 contains 41280 members 
Mstep: Class 22 contains 125372 members 
Entering Unmasked Estep 
Score: -98846424.000000 Penalty: 37959.964844
Splitting cluster 2 changes total score from -98845992.000000 to -98846424.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (14550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Entering Unmasked Estep 
Score: -1609337.750000 Penalty: 1557.618774
	Iteration 0F: 2 clusters Score -1609338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1599209.750000 Penalty: 3115.237549
	Iteration 0F: 3 clusters Score -1599210 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1602619.875000 Penalty: 3115.237549
	Iteration 1F: 3 clusters Score -1602620 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1602933.375000 Penalty: 3115.237549
	Iteration 2F: 3 clusters Score -1602933 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1603232.125000 Penalty: 3115.237549
	Iteration 3F: 3 clusters Score -1603232 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1603577.875000 Penalty: 3115.237549
	Iteration 4Q: 3 clusters Score -1603578 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1604083.750000 Penalty: 3115.237549
	Iteration 5F: 3 clusters Score -1604084 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1604738.125000 Penalty: 3115.237549
	Iteration 6F: 3 clusters Score -1604738 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1605463.750000 Penalty: 3115.237549
	Iteration 7F: 3 clusters Score -1605464 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1606262.500000 Penalty: 3115.237549
	Iteration 8F: 3 clusters Score -1606262 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1606966.375000 Penalty: 3115.237549
	Iteration 9F: 3 clusters Score -1606966 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1607446.750000 Penalty: 3115.237549
	Iteration 10Q: 3 clusters Score -1607447 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1607724.375000 Penalty: 3115.237549
	Iteration 11Q: 3 clusters Score -1607724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1607882.875000 Penalty: 3115.237549
	Iteration 12Q: 3 clusters Score -1607883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1607967.750000 Penalty: 3115.237549
	Iteration 13Q: 3 clusters Score -1607968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1608025.375000 Penalty: 3115.237549
	Iteration 14Q: 3 clusters Score -1608025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1608073.125000 Penalty: 3115.237549
	Iteration 15Q: 3 clusters Score -1608073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1608103.250000 Penalty: 3115.237549
	Iteration 16Q: 3 clusters Score -1608103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1608123.875000 Penalty: 3115.237549
	Iteration 17Q: 3 clusters Score -1608124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1608135.750000 Penalty: 3115.237549
	Iteration 18Q: 3 clusters Score -1608136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1608142.125000 Penalty: 3115.237549
	Iteration 19Q: 3 clusters Score -1608142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1608144.000000 Penalty: 3115.237549
	Iteration 20F: 3 clusters Score -1608144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1608150.875000 Penalty: 3115.237549
	Iteration 21Q: 3 clusters Score -1608151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1608152.125000 Penalty: 3115.237549
	Iteration 22Q: 3 clusters Score -1608152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1608152.875000 Penalty: 3115.237549
	Iteration 23Q: 3 clusters Score -1608153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1608152.875000 Penalty: 3115.237549
	Iteration 24F: 3 clusters Score -1608153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -920682.062500 Penalty: 1467.999390
	Iteration 0F: 2 clusters Score -920682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -914592.750000 Penalty: 2935.998779
	Iteration 0F: 3 clusters Score -914592.8 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -916567.562500 Penalty: 2935.998779
	Iteration 1F: 3 clusters Score -916567.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -916821.750000 Penalty: 2935.998779
	Iteration 2F: 3 clusters Score -916821.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -917020.812500 Penalty: 2935.998779
	Iteration 3F: 3 clusters Score -917020.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -917188.312500 Penalty: 2935.998779
	Iteration 4Q: 3 clusters Score -917188.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -917333.000000 Penalty: 2935.998779
	Iteration 5Q: 3 clusters Score -917333 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -917468.687500 Penalty: 2935.998779
	Iteration 6Q: 3 clusters Score -917468.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -917604.062500 Penalty: 2935.998779
	Iteration 7Q: 3 clusters Score -917604.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -917776.687500 Penalty: 2935.998779
	Iteration 8Q: 3 clusters Score -917776.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -917952.562500 Penalty: 2935.998779
	Iteration 9Q: 3 clusters Score -917952.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -918128.687500 Penalty: 2935.998779
	Iteration 10Q: 3 clusters Score -918128.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -918316.937500 Penalty: 2935.998779
	Iteration 11Q: 3 clusters Score -918316.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -918470.250000 Penalty: 2935.998779
	Iteration 12Q: 3 clusters Score -918470.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -918599.937500 Penalty: 2935.998779
	Iteration 13Q: 3 clusters Score -918599.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -918687.250000 Penalty: 2935.998779
	Iteration 14Q: 3 clusters Score -918687.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -918766.937500 Penalty: 2935.998779
	Iteration 15Q: 3 clusters Score -918766.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -918845.500000 Penalty: 2935.998779
	Iteration 16Q: 3 clusters Score -918845.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -918919.687500 Penalty: 2935.998779
	Iteration 17Q: 3 clusters Score -918919.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -918965.187500 Penalty: 2935.998779
	Iteration 18Q: 3 clusters Score -918965.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -918998.500000 Penalty: 2935.998779
	Iteration 19Q: 3 clusters Score -918998.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -919024.187500 Penalty: 2935.998779
	Iteration 20F: 3 clusters Score -919024.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -919044.250000 Penalty: 2935.998779
	Iteration 21Q: 3 clusters Score -919044.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -919066.000000 Penalty: 2935.998779
	Iteration 22Q: 3 clusters Score -919066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -919090.937500 Penalty: 2935.998779
	Iteration 23Q: 3 clusters Score -919090.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -919117.437500 Penalty: 2935.998779
	Iteration 24Q: 3 clusters Score -919117.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -919145.812500 Penalty: 2935.998779
	Iteration 25Q: 3 clusters Score -919145.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -919168.375000 Penalty: 2935.998779
	Iteration 26Q: 3 clusters Score -919168.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -919188.625000 Penalty: 2935.998779
	Iteration 27Q: 3 clusters Score -919188.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -919207.812500 Penalty: 2935.998779
	Iteration 28Q: 3 clusters Score -919207.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -919219.062500 Penalty: 2935.998779
	Iteration 29Q: 3 clusters Score -919219.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -919226.750000 Penalty: 2935.998779
	Iteration 30Q: 3 clusters Score -919226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -919237.000000 Penalty: 2935.998779
	Iteration 31Q: 3 clusters Score -919237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -919241.062500 Penalty: 2935.998779
	Iteration 32Q: 3 clusters Score -919241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -919243.000000 Penalty: 2935.998779
	Iteration 33Q: 3 clusters Score -919243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -919250.625000 Penalty: 2935.998779
	Iteration 34Q: 3 clusters Score -919250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -919254.937500 Penalty: 2935.998779
	Iteration 35Q: 3 clusters Score -919254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -919262.250000 Penalty: 2935.998779
	Iteration 36Q: 3 clusters Score -919262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -919265.187500 Penalty: 2935.998779
	Iteration 37Q: 3 clusters Score -919265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -919267.000000 Penalty: 2935.998779
	Iteration 38Q: 3 clusters Score -919267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -919269.562500 Penalty: 2935.998779
	Iteration 39Q: 3 clusters Score -919269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -919269.125000 Penalty: 2935.998779
	Iteration 40F: 3 clusters Score -919269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -919271.187500 Penalty: 2935.998779
	Iteration 41Q: 3 clusters Score -919271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -919272.187500 Penalty: 2935.998779
	Iteration 42Q: 3 clusters Score -919272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -919272.812500 Penalty: 2935.998779
	Iteration 43Q: 3 clusters Score -919272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -919272.437500 Penalty: 2935.998779
	Iteration 44Q: 3 clusters Score -919272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -919273.562500 Penalty: 2935.998779
	Iteration 45Q: 3 clusters Score -919273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -919272.687500 Penalty: 2935.998779
	Iteration 46Q: 3 clusters Score -919272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -919273.187500 Penalty: 2935.998779
	Iteration 47Q: 3 clusters Score -919273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -919273.187500 Penalty: 2935.998779
	Iteration 48Q: 3 clusters Score -919273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -919275.062500 Penalty: 2935.998779
	Iteration 49Q: 3 clusters Score -919275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -919275.937500 Penalty: 2935.998779
	Iteration 50Q: 3 clusters Score -919275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -919275.562500 Penalty: 2935.998779
	Iteration 51Q: 3 clusters Score -919275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -919276.312500 Penalty: 2935.998779
	Iteration 52Q: 3 clusters Score -919276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -919276.500000 Penalty: 2935.998779
	Iteration 53Q: 3 clusters Score -919276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -919277.937500 Penalty: 2935.998779
	Iteration 54Q: 3 clusters Score -919277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -919280.562500 Penalty: 2935.998779
	Iteration 55Q: 3 clusters Score -919280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -919279.125000 Penalty: 2935.998779
	Iteration 56Q: 3 clusters Score -919279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -919280.500000 Penalty: 2935.998779
	Iteration 57Q: 3 clusters Score -919280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -919280.500000 Penalty: 2935.998779
	Iteration 58F: 3 clusters Score -919280.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Entering Unmasked Estep 
Score: -11110503.000000 Penalty: 1874.311890
	Iteration 0F: 2 clusters Score -1.11105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -11042229.000000 Penalty: 3748.623779
	Iteration 0F: 3 clusters Score -1.104223e+07 nChanged 48823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -11070413.000000 Penalty: 3748.623779
	Iteration 1F: 3 clusters Score -1.107041e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -11071141.000000 Penalty: 3748.623779
	Iteration 2Q: 3 clusters Score -1.107114e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -11071765.000000 Penalty: 3748.623779
	Iteration 3Q: 3 clusters Score -1.107176e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -11072671.000000 Penalty: 3748.623779
	Iteration 4Q: 3 clusters Score -1.107267e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -11073928.000000 Penalty: 3748.623779
	Iteration 5Q: 3 clusters Score -1.107393e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -11075769.000000 Penalty: 3748.623779
	Iteration 6Q: 3 clusters Score -1.107577e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -11078213.000000 Penalty: 3748.623779
	Iteration 7Q: 3 clusters Score -1.107821e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -11081340.000000 Penalty: 3748.623779
	Iteration 8F: 3 clusters Score -1.108134e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -11084760.000000 Penalty: 3748.623779
	Iteration 9F: 3 clusters Score -1.108476e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -11088252.000000 Penalty: 3748.623779
	Iteration 10F: 3 clusters Score -1.108825e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -11091647.000000 Penalty: 3748.623779
	Iteration 11Q: 3 clusters Score -1.109165e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -11094472.000000 Penalty: 3748.623779
	Iteration 12Q: 3 clusters Score -1.109447e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -11096613.000000 Penalty: 3748.623779
	Iteration 13Q: 3 clusters Score -1.109661e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -11097918.000000 Penalty: 3748.623779
	Iteration 14Q: 3 clusters Score -1.109792e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -11098914.000000 Penalty: 3748.623779
	Iteration 15Q: 3 clusters Score -1.109891e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -11099764.000000 Penalty: 3748.623779
	Iteration 16Q: 3 clusters Score -1.109976e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -11100605.000000 Penalty: 3748.623779
	Iteration 17Q: 3 clusters Score -1.11006e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -11101387.000000 Penalty: 3748.623779
	Iteration 18Q: 3 clusters Score -1.110139e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -11102166.000000 Penalty: 3748.623779
	Iteration 19Q: 3 clusters Score -1.110217e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 90164 members 
Entering Unmasked Estep 
Score: -11103034.000000 Penalty: 3748.623779
	Iteration 20F: 3 clusters Score -1.110303e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -11103904.000000 Penalty: 3748.623779
	Iteration 21Q: 3 clusters Score -1.11039e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -11104712.000000 Penalty: 3748.623779
	Iteration 22Q: 3 clusters Score -1.110471e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -11105609.000000 Penalty: 3748.623779
	Iteration 23Q: 3 clusters Score -1.110561e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -11106270.000000 Penalty: 3748.623779
	Iteration 24Q: 3 clusters Score -1.110627e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -11106894.000000 Penalty: 3748.623779
	Iteration 25Q: 3 clusters Score -1.110689e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -11107479.000000 Penalty: 3748.623779
	Iteration 26Q: 3 clusters Score -1.110748e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -11107938.000000 Penalty: 3748.623779
	Iteration 27Q: 3 clusters Score -1.110794e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -11108245.000000 Penalty: 3748.623779
	Iteration 28Q: 3 clusters Score -1.110824e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -11108440.000000 Penalty: 3748.623779
	Iteration 29Q: 3 clusters Score -1.110844e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -11108608.000000 Penalty: 3748.623779
	Iteration 30Q: 3 clusters Score -1.110861e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -11108721.000000 Penalty: 3748.623779
	Iteration 31Q: 3 clusters Score -1.110872e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -11108798.000000 Penalty: 3748.623779
	Iteration 32Q: 3 clusters Score -1.11088e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -11108811.000000 Penalty: 3748.623779
	Iteration 33Q: 3 clusters Score -1.110881e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -11108868.000000 Penalty: 3748.623779
	Iteration 34Q: 3 clusters Score -1.110887e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -11108913.000000 Penalty: 3748.623779
	Iteration 35Q: 3 clusters Score -1.110891e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -11108949.000000 Penalty: 3748.623779
	Iteration 36Q: 3 clusters Score -1.110895e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -11108948.000000 Penalty: 3748.623779
	Iteration 37Q: 3 clusters Score -1.110895e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -11108966.000000 Penalty: 3748.623779
	Iteration 38Q: 3 clusters Score -1.110897e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -11108973.000000 Penalty: 3748.623779
	Iteration 39Q: 3 clusters Score -1.110897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -11108981.000000 Penalty: 3748.623779
	Iteration 40F: 3 clusters Score -1.110898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -11108975.000000 Penalty: 3748.623779
	Iteration 41Q: 3 clusters Score -1.110898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -11108993.000000 Penalty: 3748.623779
	Iteration 42Q: 3 clusters Score -1.110899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -11109002.000000 Penalty: 3748.623779
	Iteration 43Q: 3 clusters Score -1.1109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -11108989.000000 Penalty: 3748.623779
	Iteration 44Q: 3 clusters Score -1.110899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -11109000.000000 Penalty: 3748.623779
	Iteration 45Q: 3 clusters Score -1.1109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -11108998.000000 Penalty: 3748.623779
	Iteration 46Q: 3 clusters Score -1.1109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -11109003.000000 Penalty: 3748.623779
	Iteration 47Q: 3 clusters Score -1.1109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -11109000.000000 Penalty: 3748.623779
	Iteration 48Q: 3 clusters Score -1.1109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -11108991.000000 Penalty: 3748.623779
	Iteration 49Q: 3 clusters Score -1.110899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -11109004.000000 Penalty: 3748.623779
	Iteration 50Q: 3 clusters Score -1.1109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -11109004.000000 Penalty: 3748.623779
	Iteration 51Q: 3 clusters Score -1.1109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -11108992.000000 Penalty: 3748.623779
	Iteration 52Q: 3 clusters Score -1.110899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -11108994.000000 Penalty: 3748.623779
	Iteration 53Q: 3 clusters Score -1.110899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -11108998.000000 Penalty: 3748.623779
	Iteration 54Q: 3 clusters Score -1.1109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -11108997.000000 Penalty: 3748.623779
	Iteration 55Q: 3 clusters Score -1.1109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -11109007.000000 Penalty: 3748.623779
	Iteration 56Q: 3 clusters Score -1.110901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -11109026.000000 Penalty: 3748.623779
	Iteration 57Q: 3 clusters Score -1.110903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -11109037.000000 Penalty: 3748.623779
	Iteration 58Q: 3 clusters Score -1.110904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -11109031.000000 Penalty: 3748.623779
	Iteration 59Q: 3 clusters Score -1.110903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -11109024.000000 Penalty: 3748.623779
	Iteration 60F: 3 clusters Score -1.110902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -11109036.000000 Penalty: 3748.623779
	Iteration 61Q: 3 clusters Score -1.110904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -11109039.000000 Penalty: 3748.623779
	Iteration 62Q: 3 clusters Score -1.110904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -11109063.000000 Penalty: 3748.623779
	Iteration 63Q: 3 clusters Score -1.110906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -11109054.000000 Penalty: 3748.623779
	Iteration 64Q: 3 clusters Score -1.110905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -11109049.000000 Penalty: 3748.623779
	Iteration 65Q: 3 clusters Score -1.110905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -11109063.000000 Penalty: 3748.623779
	Iteration 66Q: 3 clusters Score -1.110906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -11109063.000000 Penalty: 3748.623779
	Iteration 67Q: 3 clusters Score -1.110906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -11109069.000000 Penalty: 3748.623779
	Iteration 68Q: 3 clusters Score -1.110907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -11109069.000000 Penalty: 3748.623779
	Iteration 69Q: 3 clusters Score -1.110907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -11109069.000000 Penalty: 3748.623779
	Iteration 70F: 3 clusters Score -1.110907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -235799.375000 Penalty: 1257.220825
	Iteration 0F: 2 clusters Score -235799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233547.734375 Penalty: 2514.441650
	Iteration 0F: 3 clusters Score -233547.7 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -234048.609375 Penalty: 2514.441650
	Iteration 1F: 3 clusters Score -234048.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -234168.828125 Penalty: 2514.441650
	Iteration 2F: 3 clusters Score -234168.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -234224.515625 Penalty: 2514.441650
	Iteration 3Q: 3 clusters Score -234224.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234258.125000 Penalty: 2514.441650
	Iteration 4Q: 3 clusters Score -234258.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -234275.671875 Penalty: 2514.441650
	Iteration 5Q: 3 clusters Score -234275.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -234293.437500 Penalty: 2514.441650
	Iteration 6Q: 3 clusters Score -234293.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -234307.437500 Penalty: 2514.441650
	Iteration 7Q: 3 clusters Score -234307.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -234317.531250 Penalty: 2514.441650
	Iteration 8Q: 3 clusters Score -234317.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -234325.265625 Penalty: 2514.441650
	Iteration 9Q: 3 clusters Score -234325.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -234332.296875 Penalty: 2514.441650
	Iteration 10Q: 3 clusters Score -234332.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -234343.078125 Penalty: 2514.441650
	Iteration 11Q: 3 clusters Score -234343.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -234353.687500 Penalty: 2514.441650
	Iteration 12Q: 3 clusters Score -234353.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -234367.000000 Penalty: 2514.441650
	Iteration 13Q: 3 clusters Score -234367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -234379.125000 Penalty: 2514.441650
	Iteration 14Q: 3 clusters Score -234379.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -234390.484375 Penalty: 2514.441650
	Iteration 15Q: 3 clusters Score -234390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -234400.015625 Penalty: 2514.441650
	Iteration 16Q: 3 clusters Score -234400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -234417.515625 Penalty: 2514.441650
	Iteration 17Q: 3 clusters Score -234417.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -234442.062500 Penalty: 2514.441650
	Iteration 18Q: 3 clusters Score -234442.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -234469.187500 Penalty: 2514.441650
	Iteration 19Q: 3 clusters Score -234469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -234490.015625 Penalty: 2514.441650
	Iteration 20F: 3 clusters Score -234490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -234513.859375 Penalty: 2514.441650
	Iteration 21Q: 3 clusters Score -234513.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -234553.218750 Penalty: 2514.441650
	Iteration 22Q: 3 clusters Score -234553.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -234596.046875 Penalty: 2514.441650
	Iteration 23Q: 3 clusters Score -234596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -234640.953125 Penalty: 2514.441650
	Iteration 24Q: 3 clusters Score -234641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -234693.546875 Penalty: 2514.441650
	Iteration 25Q: 3 clusters Score -234693.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -234746.015625 Penalty: 2514.441650
	Iteration 26Q: 3 clusters Score -234746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -234797.687500 Penalty: 2514.441650
	Iteration 27Q: 3 clusters Score -234797.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -234847.234375 Penalty: 2514.441650
	Iteration 28Q: 3 clusters Score -234847.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -234886.765625 Penalty: 2514.441650
	Iteration 29Q: 3 clusters Score -234886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -234913.125000 Penalty: 2514.441650
	Iteration 30Q: 3 clusters Score -234913.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -234936.078125 Penalty: 2514.441650
	Iteration 31Q: 3 clusters Score -234936.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -234959.640625 Penalty: 2514.441650
	Iteration 32Q: 3 clusters Score -234959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -234974.953125 Penalty: 2514.441650
	Iteration 33Q: 3 clusters Score -234975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -234997.734375 Penalty: 2514.441650
	Iteration 34Q: 3 clusters Score -234997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -235010.953125 Penalty: 2514.441650
	Iteration 35Q: 3 clusters Score -235011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -235017.343750 Penalty: 2514.441650
	Iteration 36Q: 3 clusters Score -235017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -235020.593750 Penalty: 2514.441650
	Iteration 37Q: 3 clusters Score -235020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -235023.812500 Penalty: 2514.441650
	Iteration 38Q: 3 clusters Score -235023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -235024.781250 Penalty: 2514.441650
	Iteration 39Q: 3 clusters Score -235024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -235049.890625 Penalty: 2514.441650
	Iteration 40F: 3 clusters Score -235049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -235100.203125 Penalty: 2514.441650
	Iteration 41Q: 3 clusters Score -235100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -235135.921875 Penalty: 2514.441650
	Iteration 42Q: 3 clusters Score -235135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -235156.656250 Penalty: 2514.441650
	Iteration 43Q: 3 clusters Score -235156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -235169.031250 Penalty: 2514.441650
	Iteration 44Q: 3 clusters Score -235169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -235174.312500 Penalty: 2514.441650
	Iteration 45Q: 3 clusters Score -235174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -235177.812500 Penalty: 2514.441650
	Iteration 46Q: 3 clusters Score -235177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -235179.390625 Penalty: 2514.441650
	Iteration 47Q: 3 clusters Score -235179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -235180.406250 Penalty: 2514.441650
	Iteration 48Q: 3 clusters Score -235180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -235193.718750 Penalty: 2514.441650
	Iteration 49F: 3 clusters Score -235193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -235233.281250 Penalty: 2514.441650
	Iteration 50Q: 3 clusters Score -235233.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -235243.078125 Penalty: 2514.441650
	Iteration 51Q: 3 clusters Score -235243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -235245.296875 Penalty: 2514.441650
	Iteration 52Q: 3 clusters Score -235245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -235245.843750 Penalty: 2514.441650
	Iteration 53Q: 3 clusters Score -235245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -235245.843750 Penalty: 2514.441650
	Iteration 54F: 3 clusters Score -235245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -350926.125000 Penalty: 1314.789917
	Iteration 0F: 2 clusters Score -350926.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -348043.218750 Penalty: 2629.579834
	Iteration 0F: 3 clusters Score -348043.2 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -348817.875000 Penalty: 2629.579834
	Iteration 1F: 3 clusters Score -348817.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -349334.656250 Penalty: 2629.579834
	Iteration 2F: 3 clusters Score -349334.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -349884.250000 Penalty: 2629.579834
	Iteration 3F: 3 clusters Score -349884.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -350360.343750 Penalty: 2629.579834
	Iteration 4F: 3 clusters Score -350360.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -350689.968750 Penalty: 2629.579834
	Iteration 5F: 3 clusters Score -350690 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -350866.281250 Penalty: 2629.579834
	Iteration 6Q: 3 clusters Score -350866.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -350947.968750 Penalty: 2629.579834
	Iteration 7Q: 3 clusters Score -350948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -350981.093750 Penalty: 2629.579834
	Iteration 8Q: 3 clusters Score -350981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -351002.343750 Penalty: 2629.579834
	Iteration 9Q: 3 clusters Score -351002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -351007.937500 Penalty: 2629.579834
	Iteration 10Q: 3 clusters Score -351007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -351012.531250 Penalty: 2629.579834
	Iteration 11Q: 3 clusters Score -351012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -351015.250000 Penalty: 2629.579834
	Iteration 12Q: 3 clusters Score -351015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -351016.625000 Penalty: 2629.579834
	Iteration 13Q: 3 clusters Score -351016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -351016.625000 Penalty: 2629.579834
	Iteration 14F: 3 clusters Score -351016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 102153 members 
Mstep: Class 6 contains 150407 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 616 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 82985 members 
Mstep: Class 15 contains 228175 members 
Mstep: Class 16 contains 122124 members 
Mstep: Class 18 contains 16676 members 
Mstep: Class 19 contains 41280 members 
Mstep: Class 22 contains 125372 members 
Entering Unmasked Estep 
Score: -98845544.000000 Penalty: 40192.906250
Splitting cluster 8 changes total score from -98845992.000000 to -98845544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -246246.921875 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -246246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244015.187500 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -244015.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -244547.562500 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -244547.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -244663.750000 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -244663.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -244725.640625 Penalty: 2512.020996
	Iteration 3Q: 3 clusters Score -244725.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -244766.750000 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -244766.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -244787.906250 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -244787.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -244810.218750 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -244810.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -244825.000000 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -244825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -244836.109375 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -244836.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -244847.562500 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -244847.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -244859.421875 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -244859.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -244874.781250 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -244874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -244889.125000 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -244889.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -244910.828125 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -244910.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -244954.218750 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -244954.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -244992.062500 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -244992.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245011.703125 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -245011.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245022.656250 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -245022.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -245027.703125 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -245027.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -245036.984375 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -245037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -245045.656250 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -245045.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -245055.515625 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -245055.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -245061.656250 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -245061.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -245073.359375 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -245073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245077.843750 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -245077.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -245083.093750 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -245083.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -245091.015625 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -245091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -245099.703125 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -245099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -245106.406250 Penalty: 2512.020996
	Iteration 28Q: 3 clusters Score -245106.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -245113.687500 Penalty: 2512.020996
	Iteration 29Q: 3 clusters Score -245113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -245120.078125 Penalty: 2512.020996
	Iteration 30Q: 3 clusters Score -245120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -245123.390625 Penalty: 2512.020996
	Iteration 31Q: 3 clusters Score -245123.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -245128.390625 Penalty: 2512.020996
	Iteration 32Q: 3 clusters Score -245128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -245136.687500 Penalty: 2512.020996
	Iteration 33Q: 3 clusters Score -245136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -245143.437500 Penalty: 2512.020996
	Iteration 34Q: 3 clusters Score -245143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -245148.406250 Penalty: 2512.020996
	Iteration 35Q: 3 clusters Score -245148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -245153.406250 Penalty: 2512.020996
	Iteration 36Q: 3 clusters Score -245153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -245155.500000 Penalty: 2512.020996
	Iteration 37Q: 3 clusters Score -245155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -245158.375000 Penalty: 2512.020996
	Iteration 38Q: 3 clusters Score -245158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -245160.921875 Penalty: 2512.020996
	Iteration 39Q: 3 clusters Score -245160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -245161.437500 Penalty: 2512.020996
	Iteration 40F: 3 clusters Score -245161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -245162.671875 Penalty: 2512.020996
	Iteration 41Q: 3 clusters Score -245162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -245162.781250 Penalty: 2512.020996
	Iteration 42Q: 3 clusters Score -245162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -245163.421875 Penalty: 2512.020996
	Iteration 43Q: 3 clusters Score -245163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -245163.781250 Penalty: 2512.020996
	Iteration 44Q: 3 clusters Score -245163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -245165.140625 Penalty: 2512.020996
	Iteration 45Q: 3 clusters Score -245165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -245165.703125 Penalty: 2512.020996
	Iteration 46Q: 3 clusters Score -245165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -245166.031250 Penalty: 2512.020996
	Iteration 47Q: 3 clusters Score -245166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -245168.859375 Penalty: 2512.020996
	Iteration 48Q: 3 clusters Score -245168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -245170.546875 Penalty: 2512.020996
	Iteration 49Q: 3 clusters Score -245170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -245176.015625 Penalty: 2512.020996
	Iteration 50Q: 3 clusters Score -245176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -245183.406250 Penalty: 2512.020996
	Iteration 51Q: 3 clusters Score -245183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -245188.750000 Penalty: 2512.020996
	Iteration 52Q: 3 clusters Score -245188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -245191.187500 Penalty: 2512.020996
	Iteration 53Q: 3 clusters Score -245191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -245192.015625 Penalty: 2512.020996
	Iteration 54Q: 3 clusters Score -245192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -245192.984375 Penalty: 2512.020996
	Iteration 55Q: 3 clusters Score -245193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -245193.546875 Penalty: 2512.020996
	Iteration 56Q: 3 clusters Score -245193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -245193.578125 Penalty: 2512.020996
	Iteration 57Q: 3 clusters Score -245193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -245193.578125 Penalty: 2512.020996
	Iteration 58F: 3 clusters Score -245193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -301231.562500 Penalty: 1287.308472
	Iteration 0F: 2 clusters Score -301231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -298654.187500 Penalty: 2574.616943
	Iteration 0F: 3 clusters Score -298654.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299222.687500 Penalty: 2574.616943
	Iteration 1F: 3 clusters Score -299222.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -299358.562500 Penalty: 2574.616943
	Iteration 2F: 3 clusters Score -299358.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -299431.531250 Penalty: 2574.616943
	Iteration 3Q: 3 clusters Score -299431.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -299471.531250 Penalty: 2574.616943
	Iteration 4Q: 3 clusters Score -299471.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -299505.031250 Penalty: 2574.616943
	Iteration 5Q: 3 clusters Score -299505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -299531.968750 Penalty: 2574.616943
	Iteration 6Q: 3 clusters Score -299532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -299555.218750 Penalty: 2574.616943
	Iteration 7Q: 3 clusters Score -299555.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -299581.968750 Penalty: 2574.616943
	Iteration 8Q: 3 clusters Score -299582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -299607.656250 Penalty: 2574.616943
	Iteration 9Q: 3 clusters Score -299607.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -299638.656250 Penalty: 2574.616943
	Iteration 10Q: 3 clusters Score -299638.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -299672.531250 Penalty: 2574.616943
	Iteration 11Q: 3 clusters Score -299672.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -299711.437500 Penalty: 2574.616943
	Iteration 12Q: 3 clusters Score -299711.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -299754.468750 Penalty: 2574.616943
	Iteration 13Q: 3 clusters Score -299754.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299806.437500 Penalty: 2574.616943
	Iteration 14Q: 3 clusters Score -299806.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -299855.406250 Penalty: 2574.616943
	Iteration 15Q: 3 clusters Score -299855.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -299899.781250 Penalty: 2574.616943
	Iteration 16Q: 3 clusters Score -299899.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -299959.687500 Penalty: 2574.616943
	Iteration 17Q: 3 clusters Score -299959.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -300022.906250 Penalty: 2574.616943
	Iteration 18Q: 3 clusters Score -300022.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -300087.625000 Penalty: 2574.616943
	Iteration 19Q: 3 clusters Score -300087.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -300135.937500 Penalty: 2574.616943
	Iteration 20F: 3 clusters Score -300135.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -300166.031250 Penalty: 2574.616943
	Iteration 21Q: 3 clusters Score -300166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -300190.593750 Penalty: 2574.616943
	Iteration 22Q: 3 clusters Score -300190.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -300210.437500 Penalty: 2574.616943
	Iteration 23Q: 3 clusters Score -300210.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -300220.062500 Penalty: 2574.616943
	Iteration 24Q: 3 clusters Score -300220.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -300235.812500 Penalty: 2574.616943
	Iteration 25Q: 3 clusters Score -300235.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -300253.906250 Penalty: 2574.616943
	Iteration 26Q: 3 clusters Score -300253.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -300269.562500 Penalty: 2574.616943
	Iteration 27Q: 3 clusters Score -300269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -300279.125000 Penalty: 2574.616943
	Iteration 28Q: 3 clusters Score -300279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -300286.125000 Penalty: 2574.616943
	Iteration 29Q: 3 clusters Score -300286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -300291.125000 Penalty: 2574.616943
	Iteration 30Q: 3 clusters Score -300291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -300294.812500 Penalty: 2574.616943
	Iteration 31Q: 3 clusters Score -300294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -300296.281250 Penalty: 2574.616943
	Iteration 32Q: 3 clusters Score -300296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -300296.281250 Penalty: 2574.616943
	Iteration 33F: 3 clusters Score -300296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -364122.656250 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -364122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -361136.500000 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -361136.5 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -361901.468750 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -361901.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -362063.000000 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -362063 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -362186.656250 Penalty: 2652.354248
	Iteration 3F: 3 clusters Score -362186.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -362347.500000 Penalty: 2652.354248
	Iteration 4F: 3 clusters Score -362347.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362652.312500 Penalty: 2652.354248
	Iteration 5F: 3 clusters Score -362652.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -363049.562500 Penalty: 2652.354248
	Iteration 6F: 3 clusters Score -363049.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -363418.437500 Penalty: 2652.354248
	Iteration 7F: 3 clusters Score -363418.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -363734.875000 Penalty: 2652.354248
	Iteration 8F: 3 clusters Score -363734.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -364000.593750 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -364000.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -364269.218750 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -364269.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -364451.656250 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -364451.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -364566.031250 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -364566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -364649.906250 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -364649.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -364732.406250 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -364732.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -364823.031250 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -364823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -364911.312500 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -364911.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -364958.312500 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -364958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -364978.093750 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -364978.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -364984.656250 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -364984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -364985.968750 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -364986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 102153 members 
Mstep: Class 6 contains 150407 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 82985 members 
Mstep: Class 15 contains 228175 members 
Mstep: Class 16 contains 122124 members 
Mstep: Class 18 contains 16676 members 
Mstep: Class 19 contains 41280 members 
Mstep: Class 22 contains 125372 members 
Entering Unmasked Estep 
Score: -98846360.000000 Penalty: 40192.906250
Splitting cluster 12 changes total score from -98845992.000000 to -98846360.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (82985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Entering Unmasked Estep 
Score: -9067182.000000 Penalty: 1840.542480
	Iteration 0F: 2 clusters Score -9067182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -9011756.000000 Penalty: 3681.084961
	Iteration 0F: 3 clusters Score -9011756 nChanged 39564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -9035240.000000 Penalty: 3681.084961
	Iteration 1F: 3 clusters Score -9035240 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -9036387.000000 Penalty: 3681.084961
	Iteration 2Q: 3 clusters Score -9036387 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -9037881.000000 Penalty: 3681.084961
	Iteration 3Q: 3 clusters Score -9037881 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -9039998.000000 Penalty: 3681.084961
	Iteration 4Q: 3 clusters Score -9039998 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -9042870.000000 Penalty: 3681.084961
	Iteration 5F: 3 clusters Score -9042870 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -9046252.000000 Penalty: 3681.084961
	Iteration 6F: 3 clusters Score -9046252 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -9049776.000000 Penalty: 3681.084961
	Iteration 7F: 3 clusters Score -9049776 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -9052568.000000 Penalty: 3681.084961
	Iteration 8F: 3 clusters Score -9052568 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -9054122.000000 Penalty: 3681.084961
	Iteration 9Q: 3 clusters Score -9054122 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -9054947.000000 Penalty: 3681.084961
	Iteration 10Q: 3 clusters Score -9054947 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9055161.000000 Penalty: 3681.084961
	Iteration 11Q: 3 clusters Score -9055161 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -9055287.000000 Penalty: 3681.084961
	Iteration 12Q: 3 clusters Score -9055287 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -9055387.000000 Penalty: 3681.084961
	Iteration 13Q: 3 clusters Score -9055387 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -9055488.000000 Penalty: 3681.084961
	Iteration 14Q: 3 clusters Score -9055488 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -9055524.000000 Penalty: 3681.084961
	Iteration 15Q: 3 clusters Score -9055524 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -9055622.000000 Penalty: 3681.084961
	Iteration 16Q: 3 clusters Score -9055622 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -9055756.000000 Penalty: 3681.084961
	Iteration 17Q: 3 clusters Score -9055756 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -9055849.000000 Penalty: 3681.084961
	Iteration 18Q: 3 clusters Score -9055849 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -9055955.000000 Penalty: 3681.084961
	Iteration 19Q: 3 clusters Score -9055955 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -9056072.000000 Penalty: 3681.084961
	Iteration 20F: 3 clusters Score -9056072 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -9056174.000000 Penalty: 3681.084961
	Iteration 21Q: 3 clusters Score -9056174 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -9056294.000000 Penalty: 3681.084961
	Iteration 22Q: 3 clusters Score -9056294 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -9056414.000000 Penalty: 3681.084961
	Iteration 23Q: 3 clusters Score -9056414 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -9056539.000000 Penalty: 3681.084961
	Iteration 24Q: 3 clusters Score -9056539 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -9056668.000000 Penalty: 3681.084961
	Iteration 25Q: 3 clusters Score -9056668 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -9056819.000000 Penalty: 3681.084961
	Iteration 26Q: 3 clusters Score -9056819 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -9057007.000000 Penalty: 3681.084961
	Iteration 27Q: 3 clusters Score -9057007 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -9057241.000000 Penalty: 3681.084961
	Iteration 28Q: 3 clusters Score -9057241 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -9057438.000000 Penalty: 3681.084961
	Iteration 29Q: 3 clusters Score -9057438 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -9057687.000000 Penalty: 3681.084961
	Iteration 30Q: 3 clusters Score -9057687 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -9057932.000000 Penalty: 3681.084961
	Iteration 31Q: 3 clusters Score -9057932 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -9058234.000000 Penalty: 3681.084961
	Iteration 32Q: 3 clusters Score -9058234 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -9058555.000000 Penalty: 3681.084961
	Iteration 33Q: 3 clusters Score -9058555 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -9058906.000000 Penalty: 3681.084961
	Iteration 34Q: 3 clusters Score -9058906 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -9059314.000000 Penalty: 3681.084961
	Iteration 35Q: 3 clusters Score -9059314 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -9059760.000000 Penalty: 3681.084961
	Iteration 36Q: 3 clusters Score -9059760 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -9060205.000000 Penalty: 3681.084961
	Iteration 37Q: 3 clusters Score -9060205 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -9060824.000000 Penalty: 3681.084961
	Iteration 38Q: 3 clusters Score -9060824 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -9061300.000000 Penalty: 3681.084961
	Iteration 39Q: 3 clusters Score -9061300 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -9061780.000000 Penalty: 3681.084961
	Iteration 40F: 3 clusters Score -9061780 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -9062307.000000 Penalty: 3681.084961
	Iteration 41Q: 3 clusters Score -9062307 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -9062824.000000 Penalty: 3681.084961
	Iteration 42Q: 3 clusters Score -9062824 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -9063254.000000 Penalty: 3681.084961
	Iteration 43Q: 3 clusters Score -9063254 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -9063738.000000 Penalty: 3681.084961
	Iteration 44Q: 3 clusters Score -9063738 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -9064173.000000 Penalty: 3681.084961
	Iteration 45Q: 3 clusters Score -9064173 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -9064514.000000 Penalty: 3681.084961
	Iteration 46Q: 3 clusters Score -9064514 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -9064729.000000 Penalty: 3681.084961
	Iteration 47Q: 3 clusters Score -9064729 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -9064945.000000 Penalty: 3681.084961
	Iteration 48Q: 3 clusters Score -9064945 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -9065096.000000 Penalty: 3681.084961
	Iteration 49Q: 3 clusters Score -9065096 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -9065212.000000 Penalty: 3681.084961
	Iteration 50Q: 3 clusters Score -9065212 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -9065303.000000 Penalty: 3681.084961
	Iteration 51Q: 3 clusters Score -9065303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -9065379.000000 Penalty: 3681.084961
	Iteration 52Q: 3 clusters Score -9065379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -9065443.000000 Penalty: 3681.084961
	Iteration 53Q: 3 clusters Score -9065443 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -9065500.000000 Penalty: 3681.084961
	Iteration 54Q: 3 clusters Score -9065500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -9065533.000000 Penalty: 3681.084961
	Iteration 55Q: 3 clusters Score -9065533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -9065548.000000 Penalty: 3681.084961
	Iteration 56Q: 3 clusters Score -9065548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -9065574.000000 Penalty: 3681.084961
	Iteration 57Q: 3 clusters Score -9065574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -9065578.000000 Penalty: 3681.084961
	Iteration 58Q: 3 clusters Score -9065578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -9065595.000000 Penalty: 3681.084961
	Iteration 59Q: 3 clusters Score -9065595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -9065615.000000 Penalty: 3681.084961
	Iteration 60F: 3 clusters Score -9065615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -9065626.000000 Penalty: 3681.084961
	Iteration 61Q: 3 clusters Score -9065626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -9065642.000000 Penalty: 3681.084961
	Iteration 62Q: 3 clusters Score -9065642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -9065665.000000 Penalty: 3681.084961
	Iteration 63Q: 3 clusters Score -9065665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -9065656.000000 Penalty: 3681.084961
	Iteration 64Q: 3 clusters Score -9065656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -9065678.000000 Penalty: 3681.084961
	Iteration 65Q: 3 clusters Score -9065678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -9065675.000000 Penalty: 3681.084961
	Iteration 66Q: 3 clusters Score -9065675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -9065679.000000 Penalty: 3681.084961
	Iteration 67Q: 3 clusters Score -9065679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -9065678.000000 Penalty: 3681.084961
	Iteration 68Q: 3 clusters Score -9065678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -9065674.000000 Penalty: 3681.084961
	Iteration 69Q: 3 clusters Score -9065674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -9065682.000000 Penalty: 3681.084961
	Iteration 70Q: 3 clusters Score -9065682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -9065685.000000 Penalty: 3681.084961
	Iteration 71Q: 3 clusters Score -9065685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -9065688.000000 Penalty: 3681.084961
	Iteration 72Q: 3 clusters Score -9065688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -9065698.000000 Penalty: 3681.084961
	Iteration 73Q: 3 clusters Score -9065698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -9065696.000000 Penalty: 3681.084961
	Iteration 74Q: 3 clusters Score -9065696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -9065691.000000 Penalty: 3681.084961
	Iteration 75Q: 3 clusters Score -9065691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -9065694.000000 Penalty: 3681.084961
	Iteration 76Q: 3 clusters Score -9065694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -9065703.000000 Penalty: 3681.084961
	Iteration 77Q: 3 clusters Score -9065703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -9065706.000000 Penalty: 3681.084961
	Iteration 78Q: 3 clusters Score -9065706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -9065713.000000 Penalty: 3681.084961
	Iteration 79Q: 3 clusters Score -9065713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -9065710.000000 Penalty: 3681.084961
	Iteration 80F: 3 clusters Score -9065710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -9065710.000000 Penalty: 3681.084961
	Iteration 81Q: 3 clusters Score -9065710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -9065713.000000 Penalty: 3681.084961
	Iteration 82Q: 3 clusters Score -9065713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -9065711.000000 Penalty: 3681.084961
	Iteration 83Q: 3 clusters Score -9065711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -9065711.000000 Penalty: 3681.084961
	Iteration 84F: 3 clusters Score -9065711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (228175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228175 members 
Entering Unmasked Estep 
Score: -24495948.000000 Penalty: 2004.903564
	Iteration 0F: 2 clusters Score -2.449595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 113714 members 
Entering Unmasked Estep 
Score: -24364346.000000 Penalty: 4009.807129
	Iteration 0F: 3 clusters Score -2.436435e+07 nChanged 110573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -24430954.000000 Penalty: 4009.807129
	Iteration 1F: 3 clusters Score -2.443095e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -24432860.000000 Penalty: 4009.807129
	Iteration 2Q: 3 clusters Score -2.443286e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136248 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -24436700.000000 Penalty: 4009.807129
	Iteration 3Q: 3 clusters Score -2.44367e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -24443164.000000 Penalty: 4009.807129
	Iteration 4F: 3 clusters Score -2.444316e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -24452666.000000 Penalty: 4009.807129
	Iteration 5F: 3 clusters Score -2.445267e+07 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -24462152.000000 Penalty: 4009.807129
	Iteration 6F: 3 clusters Score -2.446215e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186010 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -24469420.000000 Penalty: 4009.807129
	Iteration 7F: 3 clusters Score -2.446942e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -24474456.000000 Penalty: 4009.807129
	Iteration 8Q: 3 clusters Score -2.447446e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193444 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -24477026.000000 Penalty: 4009.807129
	Iteration 9Q: 3 clusters Score -2.447703e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194188 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -24478286.000000 Penalty: 4009.807129
	Iteration 10Q: 3 clusters Score -2.447829e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194533 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -24478606.000000 Penalty: 4009.807129
	Iteration 11Q: 3 clusters Score -2.447861e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194737 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -24478628.000000 Penalty: 4009.807129
	Iteration 12Q: 3 clusters Score -2.447863e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194871 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -24478458.000000 Penalty: 4009.807129
	Iteration 13Q: 3 clusters Score -2.447846e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194968 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -24478524.000000 Penalty: 4009.807129
	Iteration 14Q: 3 clusters Score -2.447852e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -24478472.000000 Penalty: 4009.807129
	Iteration 15Q: 3 clusters Score -2.447847e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194994 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -24478574.000000 Penalty: 4009.807129
	Iteration 16Q: 3 clusters Score -2.447857e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194952 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -24478618.000000 Penalty: 4009.807129
	Iteration 17Q: 3 clusters Score -2.447862e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194894 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -24478622.000000 Penalty: 4009.807129
	Iteration 18Q: 3 clusters Score -2.447862e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194793 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -24478550.000000 Penalty: 4009.807129
	Iteration 19Q: 3 clusters Score -2.447855e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -24478564.000000 Penalty: 4009.807129
	Iteration 20F: 3 clusters Score -2.447856e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194462 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -24478496.000000 Penalty: 4009.807129
	Iteration 21Q: 3 clusters Score -2.44785e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194270 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -24478456.000000 Penalty: 4009.807129
	Iteration 22Q: 3 clusters Score -2.447846e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194010 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -24478378.000000 Penalty: 4009.807129
	Iteration 23Q: 3 clusters Score -2.447838e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193721 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -24478512.000000 Penalty: 4009.807129
	Iteration 24Q: 3 clusters Score -2.447851e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -24478606.000000 Penalty: 4009.807129
	Iteration 25Q: 3 clusters Score -2.447861e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193115 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -24478656.000000 Penalty: 4009.807129
	Iteration 26Q: 3 clusters Score -2.447866e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192766 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -24478628.000000 Penalty: 4009.807129
	Iteration 27Q: 3 clusters Score -2.447863e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -24478690.000000 Penalty: 4009.807129
	Iteration 28Q: 3 clusters Score -2.447869e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191947 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -24478672.000000 Penalty: 4009.807129
	Iteration 29Q: 3 clusters Score -2.447867e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -24478708.000000 Penalty: 4009.807129
	Iteration 30Q: 3 clusters Score -2.447871e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191056 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -24478662.000000 Penalty: 4009.807129
	Iteration 31Q: 3 clusters Score -2.447866e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190540 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -24478622.000000 Penalty: 4009.807129
	Iteration 32Q: 3 clusters Score -2.447862e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190012 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -24478622.000000 Penalty: 4009.807129
	Iteration 33Q: 3 clusters Score -2.447862e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189434 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -24478648.000000 Penalty: 4009.807129
	Iteration 34Q: 3 clusters Score -2.447865e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188890 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -24478630.000000 Penalty: 4009.807129
	Iteration 35Q: 3 clusters Score -2.447863e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -24478576.000000 Penalty: 4009.807129
	Iteration 36Q: 3 clusters Score -2.447858e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -24478590.000000 Penalty: 4009.807129
	Iteration 37Q: 3 clusters Score -2.447859e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187150 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -24478646.000000 Penalty: 4009.807129
	Iteration 38Q: 3 clusters Score -2.447865e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186584 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -24478620.000000 Penalty: 4009.807129
	Iteration 39Q: 3 clusters Score -2.447862e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186012 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -24478684.000000 Penalty: 4009.807129
	Iteration 40F: 3 clusters Score -2.447868e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -24478706.000000 Penalty: 4009.807129
	Iteration 41Q: 3 clusters Score -2.447871e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184682 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -24478652.000000 Penalty: 4009.807129
	Iteration 42Q: 3 clusters Score -2.447865e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -24478704.000000 Penalty: 4009.807129
	Iteration 43Q: 3 clusters Score -2.44787e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183269 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -24478648.000000 Penalty: 4009.807129
	Iteration 44Q: 3 clusters Score -2.447865e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -24478688.000000 Penalty: 4009.807129
	Iteration 45Q: 3 clusters Score -2.447869e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181867 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -24478666.000000 Penalty: 4009.807129
	Iteration 46Q: 3 clusters Score -2.447867e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -24478662.000000 Penalty: 4009.807129
	Iteration 47Q: 3 clusters Score -2.447866e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -24478708.000000 Penalty: 4009.807129
	Iteration 48Q: 3 clusters Score -2.447871e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179697 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -24478784.000000 Penalty: 4009.807129
	Iteration 49Q: 3 clusters Score -2.447878e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -24478830.000000 Penalty: 4009.807129
	Iteration 50Q: 3 clusters Score -2.447883e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178139 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -24478872.000000 Penalty: 4009.807129
	Iteration 51Q: 3 clusters Score -2.447887e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -24478862.000000 Penalty: 4009.807129
	Iteration 52Q: 3 clusters Score -2.447886e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -24478918.000000 Penalty: 4009.807129
	Iteration 53Q: 3 clusters Score -2.447892e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -24478996.000000 Penalty: 4009.807129
	Iteration 54Q: 3 clusters Score -2.4479e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174896 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -24479076.000000 Penalty: 4009.807129
	Iteration 55Q: 3 clusters Score -2.447908e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174112 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -24479198.000000 Penalty: 4009.807129
	Iteration 56Q: 3 clusters Score -2.44792e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173328 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -24479196.000000 Penalty: 4009.807129
	Iteration 57Q: 3 clusters Score -2.44792e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -24479278.000000 Penalty: 4009.807129
	Iteration 58Q: 3 clusters Score -2.447928e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -24479244.000000 Penalty: 4009.807129
	Iteration 59Q: 3 clusters Score -2.447924e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -24479216.000000 Penalty: 4009.807129
	Iteration 60F: 3 clusters Score -2.447922e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -24479214.000000 Penalty: 4009.807129
	Iteration 61Q: 3 clusters Score -2.447921e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169631 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -24479210.000000 Penalty: 4009.807129
	Iteration 62Q: 3 clusters Score -2.447921e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168937 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -24479154.000000 Penalty: 4009.807129
	Iteration 63Q: 3 clusters Score -2.447915e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -24479180.000000 Penalty: 4009.807129
	Iteration 64Q: 3 clusters Score -2.447918e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167533 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -24479218.000000 Penalty: 4009.807129
	Iteration 65Q: 3 clusters Score -2.447922e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -24479206.000000 Penalty: 4009.807129
	Iteration 66Q: 3 clusters Score -2.447921e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -24479216.000000 Penalty: 4009.807129
	Iteration 67Q: 3 clusters Score -2.447922e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -24479322.000000 Penalty: 4009.807129
	Iteration 68Q: 3 clusters Score -2.447932e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -24479426.000000 Penalty: 4009.807129
	Iteration 69Q: 3 clusters Score -2.447943e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -24479412.000000 Penalty: 4009.807129
	Iteration 70Q: 3 clusters Score -2.447941e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -24479354.000000 Penalty: 4009.807129
	Iteration 71Q: 3 clusters Score -2.447935e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -24479380.000000 Penalty: 4009.807129
	Iteration 72Q: 3 clusters Score -2.447938e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -24479372.000000 Penalty: 4009.807129
	Iteration 73Q: 3 clusters Score -2.447937e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -24479390.000000 Penalty: 4009.807129
	Iteration 74Q: 3 clusters Score -2.447939e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -24479452.000000 Penalty: 4009.807129
	Iteration 75Q: 3 clusters Score -2.447945e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160593 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -24479478.000000 Penalty: 4009.807129
	Iteration 76Q: 3 clusters Score -2.447948e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -24479422.000000 Penalty: 4009.807129
	Iteration 77Q: 3 clusters Score -2.447942e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -24479396.000000 Penalty: 4009.807129
	Iteration 78Q: 3 clusters Score -2.44794e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158862 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -24479326.000000 Penalty: 4009.807129
	Iteration 79Q: 3 clusters Score -2.447933e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -24479324.000000 Penalty: 4009.807129
	Iteration 80F: 3 clusters Score -2.447932e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -24479330.000000 Penalty: 4009.807129
	Iteration 81Q: 3 clusters Score -2.447933e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -24479320.000000 Penalty: 4009.807129
	Iteration 82Q: 3 clusters Score -2.447932e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 83Q: 3 clusters Score -2.447936e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 84Q: 3 clusters Score -2.447934e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155782 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -24479278.000000 Penalty: 4009.807129
	Iteration 85Q: 3 clusters Score -2.447928e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -24479242.000000 Penalty: 4009.807129
	Iteration 86Q: 3 clusters Score -2.447924e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -24479202.000000 Penalty: 4009.807129
	Iteration 87Q: 3 clusters Score -2.44792e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -24479164.000000 Penalty: 4009.807129
	Iteration 88Q: 3 clusters Score -2.447916e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -24479158.000000 Penalty: 4009.807129
	Iteration 89Q: 3 clusters Score -2.447916e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -24479160.000000 Penalty: 4009.807129
	Iteration 90Q: 3 clusters Score -2.447916e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -24479154.000000 Penalty: 4009.807129
	Iteration 91Q: 3 clusters Score -2.447915e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -24479218.000000 Penalty: 4009.807129
	Iteration 92Q: 3 clusters Score -2.447922e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153194 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -24479276.000000 Penalty: 4009.807129
	Iteration 93Q: 3 clusters Score -2.447928e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -24479252.000000 Penalty: 4009.807129
	Iteration 94Q: 3 clusters Score -2.447925e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -24479244.000000 Penalty: 4009.807129
	Iteration 95Q: 3 clusters Score -2.447924e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152592 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -24479266.000000 Penalty: 4009.807129
	Iteration 96Q: 3 clusters Score -2.447927e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -24479304.000000 Penalty: 4009.807129
	Iteration 97Q: 3 clusters Score -2.44793e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152273 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -24479328.000000 Penalty: 4009.807129
	Iteration 98Q: 3 clusters Score -2.447933e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -24479240.000000 Penalty: 4009.807129
	Iteration 99Q: 3 clusters Score -2.447924e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -24479290.000000 Penalty: 4009.807129
	Iteration 100F: 3 clusters Score -2.447929e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151778 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -24479282.000000 Penalty: 4009.807129
	Iteration 101Q: 3 clusters Score -2.447928e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -24479294.000000 Penalty: 4009.807129
	Iteration 102Q: 3 clusters Score -2.447929e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -24479268.000000 Penalty: 4009.807129
	Iteration 103Q: 3 clusters Score -2.447927e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -24479296.000000 Penalty: 4009.807129
	Iteration 104Q: 3 clusters Score -2.44793e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 105Q: 3 clusters Score -2.447933e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -24479396.000000 Penalty: 4009.807129
	Iteration 106Q: 3 clusters Score -2.44794e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151156 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -24479412.000000 Penalty: 4009.807129
	Iteration 107Q: 3 clusters Score -2.447941e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 108Q: 3 clusters Score -2.447939e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -24479376.000000 Penalty: 4009.807129
	Iteration 109Q: 3 clusters Score -2.447938e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -24479356.000000 Penalty: 4009.807129
	Iteration 110Q: 3 clusters Score -2.447936e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -24479332.000000 Penalty: 4009.807129
	Iteration 111Q: 3 clusters Score -2.447933e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -24479320.000000 Penalty: 4009.807129
	Iteration 112Q: 3 clusters Score -2.447932e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -24479322.000000 Penalty: 4009.807129
	Iteration 113Q: 3 clusters Score -2.447932e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150790 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -24479320.000000 Penalty: 4009.807129
	Iteration 114Q: 3 clusters Score -2.447932e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -24479324.000000 Penalty: 4009.807129
	Iteration 115Q: 3 clusters Score -2.447932e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150664 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -24479338.000000 Penalty: 4009.807129
	Iteration 116Q: 3 clusters Score -2.447934e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -24479328.000000 Penalty: 4009.807129
	Iteration 117Q: 3 clusters Score -2.447933e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -24479338.000000 Penalty: 4009.807129
	Iteration 118Q: 3 clusters Score -2.447934e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150509 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -24479388.000000 Penalty: 4009.807129
	Iteration 119Q: 3 clusters Score -2.447939e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -24479372.000000 Penalty: 4009.807129
	Iteration 120F: 3 clusters Score -2.447937e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -24479342.000000 Penalty: 4009.807129
	Iteration 121Q: 3 clusters Score -2.447934e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150396 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -24479330.000000 Penalty: 4009.807129
	Iteration 122Q: 3 clusters Score -2.447933e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -24479352.000000 Penalty: 4009.807129
	Iteration 123Q: 3 clusters Score -2.447935e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -24479340.000000 Penalty: 4009.807129
	Iteration 124Q: 3 clusters Score -2.447934e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -24479338.000000 Penalty: 4009.807129
	Iteration 125Q: 3 clusters Score -2.447934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 126Q: 3 clusters Score -2.447935e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -24479392.000000 Penalty: 4009.807129
	Iteration 127Q: 3 clusters Score -2.447939e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 128Q: 3 clusters Score -2.447935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 129Q: 3 clusters Score -2.447937e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -24479332.000000 Penalty: 4009.807129
	Iteration 130Q: 3 clusters Score -2.447933e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -24479326.000000 Penalty: 4009.807129
	Iteration 131Q: 3 clusters Score -2.447933e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -24479312.000000 Penalty: 4009.807129
	Iteration 132Q: 3 clusters Score -2.447931e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -24479326.000000 Penalty: 4009.807129
	Iteration 133Q: 3 clusters Score -2.447933e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -24479356.000000 Penalty: 4009.807129
	Iteration 134Q: 3 clusters Score -2.447936e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -24479366.000000 Penalty: 4009.807129
	Iteration 135Q: 3 clusters Score -2.447937e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149922 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 136Q: 3 clusters Score -2.447939e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149899 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -24479366.000000 Penalty: 4009.807129
	Iteration 137Q: 3 clusters Score -2.447937e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -24479382.000000 Penalty: 4009.807129
	Iteration 138Q: 3 clusters Score -2.447938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -24479366.000000 Penalty: 4009.807129
	Iteration 139Q: 3 clusters Score -2.447937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149886 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -24479330.000000 Penalty: 4009.807129
	Iteration 140F: 3 clusters Score -2.447933e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -24479346.000000 Penalty: 4009.807129
	Iteration 141Q: 3 clusters Score -2.447935e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -24479330.000000 Penalty: 4009.807129
	Iteration 142Q: 3 clusters Score -2.447933e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 143Q: 3 clusters Score -2.447933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -24479312.000000 Penalty: 4009.807129
	Iteration 144Q: 3 clusters Score -2.447931e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -24479318.000000 Penalty: 4009.807129
	Iteration 145Q: 3 clusters Score -2.447932e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149805 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -24479322.000000 Penalty: 4009.807129
	Iteration 146Q: 3 clusters Score -2.447932e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -24479330.000000 Penalty: 4009.807129
	Iteration 147Q: 3 clusters Score -2.447933e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -24479328.000000 Penalty: 4009.807129
	Iteration 148Q: 3 clusters Score -2.447933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -24479322.000000 Penalty: 4009.807129
	Iteration 149Q: 3 clusters Score -2.447932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149758 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 150Q: 3 clusters Score -2.447933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 151Q: 3 clusters Score -2.447935e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149733 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -24479378.000000 Penalty: 4009.807129
	Iteration 152Q: 3 clusters Score -2.447938e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -24479346.000000 Penalty: 4009.807129
	Iteration 153Q: 3 clusters Score -2.447935e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -24479374.000000 Penalty: 4009.807129
	Iteration 154Q: 3 clusters Score -2.447937e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -24479380.000000 Penalty: 4009.807129
	Iteration 155Q: 3 clusters Score -2.447938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149701 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -24479390.000000 Penalty: 4009.807129
	Iteration 156Q: 3 clusters Score -2.447939e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149701 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -24479382.000000 Penalty: 4009.807129
	Iteration 157Q: 3 clusters Score -2.447938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -24479406.000000 Penalty: 4009.807129
	Iteration 158Q: 3 clusters Score -2.447941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 159Q: 3 clusters Score -2.447939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -24479398.000000 Penalty: 4009.807129
	Iteration 160F: 3 clusters Score -2.44794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -24479414.000000 Penalty: 4009.807129
	Iteration 161Q: 3 clusters Score -2.447941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -24479418.000000 Penalty: 4009.807129
	Iteration 162Q: 3 clusters Score -2.447942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -24479424.000000 Penalty: 4009.807129
	Iteration 163Q: 3 clusters Score -2.447942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -24479398.000000 Penalty: 4009.807129
	Iteration 164Q: 3 clusters Score -2.44794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -24479406.000000 Penalty: 4009.807129
	Iteration 165Q: 3 clusters Score -2.447941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -24479382.000000 Penalty: 4009.807129
	Iteration 166Q: 3 clusters Score -2.447938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -24479388.000000 Penalty: 4009.807129
	Iteration 167Q: 3 clusters Score -2.447939e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -24479364.000000 Penalty: 4009.807129
	Iteration 168Q: 3 clusters Score -2.447936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -24479380.000000 Penalty: 4009.807129
	Iteration 169Q: 3 clusters Score -2.447938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -24479374.000000 Penalty: 4009.807129
	Iteration 170Q: 3 clusters Score -2.447937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -24479396.000000 Penalty: 4009.807129
	Iteration 171Q: 3 clusters Score -2.44794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -24479372.000000 Penalty: 4009.807129
	Iteration 172Q: 3 clusters Score -2.447937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -24479398.000000 Penalty: 4009.807129
	Iteration 173Q: 3 clusters Score -2.44794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -24479396.000000 Penalty: 4009.807129
	Iteration 174Q: 3 clusters Score -2.44794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149667 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 175Q: 3 clusters Score -2.447937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 176Q: 3 clusters Score -2.447935e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 177Q: 3 clusters Score -2.447936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -24479364.000000 Penalty: 4009.807129
	Iteration 178Q: 3 clusters Score -2.447936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -24479400.000000 Penalty: 4009.807129
	Iteration 179Q: 3 clusters Score -2.44794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -24479362.000000 Penalty: 4009.807129
	Iteration 180F: 3 clusters Score -2.447936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -24479364.000000 Penalty: 4009.807129
	Iteration 181Q: 3 clusters Score -2.447936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 182Q: 3 clusters Score -2.447937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -24479370.000000 Penalty: 4009.807129
	Iteration 183Q: 3 clusters Score -2.447937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149648 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -24479366.000000 Penalty: 4009.807129
	Iteration 184Q: 3 clusters Score -2.447937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149649 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 185Q: 3 clusters Score -2.447939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -24479376.000000 Penalty: 4009.807129
	Iteration 186Q: 3 clusters Score -2.447938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 187Q: 3 clusters Score -2.447939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -24479384.000000 Penalty: 4009.807129
	Iteration 188Q: 3 clusters Score -2.447938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -24479392.000000 Penalty: 4009.807129
	Iteration 189Q: 3 clusters Score -2.447939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -24479378.000000 Penalty: 4009.807129
	Iteration 190Q: 3 clusters Score -2.447938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -24479384.000000 Penalty: 4009.807129
	Iteration 191Q: 3 clusters Score -2.447938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149629 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -24479376.000000 Penalty: 4009.807129
	Iteration 192Q: 3 clusters Score -2.447938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149613 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -24479388.000000 Penalty: 4009.807129
	Iteration 193Q: 3 clusters Score -2.447939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -24479376.000000 Penalty: 4009.807129
	Iteration 194Q: 3 clusters Score -2.447938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -24479388.000000 Penalty: 4009.807129
	Iteration 195Q: 3 clusters Score -2.447939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -24479400.000000 Penalty: 4009.807129
	Iteration 196Q: 3 clusters Score -2.44794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149583 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -24479412.000000 Penalty: 4009.807129
	Iteration 197Q: 3 clusters Score -2.447941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -24479384.000000 Penalty: 4009.807129
	Iteration 198Q: 3 clusters Score -2.447938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -24479402.000000 Penalty: 4009.807129
	Iteration 199Q: 3 clusters Score -2.44794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 200F: 3 clusters Score -2.447939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -24479396.000000 Penalty: 4009.807129
	Iteration 201Q: 3 clusters Score -2.44794e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149549 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -24479428.000000 Penalty: 4009.807129
	Iteration 202Q: 3 clusters Score -2.447943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149540 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -24479416.000000 Penalty: 4009.807129
	Iteration 203Q: 3 clusters Score -2.447942e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -24479410.000000 Penalty: 4009.807129
	Iteration 204Q: 3 clusters Score -2.447941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -24479388.000000 Penalty: 4009.807129
	Iteration 205Q: 3 clusters Score -2.447939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149525 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -24479384.000000 Penalty: 4009.807129
	Iteration 206Q: 3 clusters Score -2.447938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -24479400.000000 Penalty: 4009.807129
	Iteration 207Q: 3 clusters Score -2.44794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -24479416.000000 Penalty: 4009.807129
	Iteration 208Q: 3 clusters Score -2.447942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -24479386.000000 Penalty: 4009.807129
	Iteration 209Q: 3 clusters Score -2.447939e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149537 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -24479396.000000 Penalty: 4009.807129
	Iteration 210Q: 3 clusters Score -2.44794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149543 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -24479386.000000 Penalty: 4009.807129
	Iteration 211Q: 3 clusters Score -2.447939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 212Q: 3 clusters Score -2.447937e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -24479356.000000 Penalty: 4009.807129
	Iteration 213Q: 3 clusters Score -2.447936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149547 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -24479342.000000 Penalty: 4009.807129
	Iteration 214Q: 3 clusters Score -2.447934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149556 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -24479352.000000 Penalty: 4009.807129
	Iteration 215Q: 3 clusters Score -2.447935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -24479356.000000 Penalty: 4009.807129
	Iteration 216Q: 3 clusters Score -2.447936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 217Q: 3 clusters Score -2.447936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -24479338.000000 Penalty: 4009.807129
	Iteration 218Q: 3 clusters Score -2.447934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 219Q: 3 clusters Score -2.447936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 220F: 3 clusters Score -2.447937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149551 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -24479372.000000 Penalty: 4009.807129
	Iteration 221Q: 3 clusters Score -2.447937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -24479370.000000 Penalty: 4009.807129
	Iteration 222Q: 3 clusters Score -2.447937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -24479356.000000 Penalty: 4009.807129
	Iteration 223Q: 3 clusters Score -2.447936e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 224Q: 3 clusters Score -2.447934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 225Q: 3 clusters Score -2.447934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 226Q: 3 clusters Score -2.447933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -24479354.000000 Penalty: 4009.807129
	Iteration 227Q: 3 clusters Score -2.447935e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149514 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -24479342.000000 Penalty: 4009.807129
	Iteration 228Q: 3 clusters Score -2.447934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -24479340.000000 Penalty: 4009.807129
	Iteration 229Q: 3 clusters Score -2.447934e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
Score: -24479372.000000 Penalty: 4009.807129
	Iteration 230Q: 3 clusters Score -2.447937e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -24479376.000000 Penalty: 4009.807129
	Iteration 231Q: 3 clusters Score -2.447938e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -24479382.000000 Penalty: 4009.807129
	Iteration 232Q: 3 clusters Score -2.447938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -24479364.000000 Penalty: 4009.807129
	Iteration 233Q: 3 clusters Score -2.447936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 234Q: 3 clusters Score -2.447934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -24479326.000000 Penalty: 4009.807129
	Iteration 235Q: 3 clusters Score -2.447933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -24479346.000000 Penalty: 4009.807129
	Iteration 236Q: 3 clusters Score -2.447935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 237Q: 3 clusters Score -2.447933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -24479308.000000 Penalty: 4009.807129
	Iteration 238Q: 3 clusters Score -2.447931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -24479318.000000 Penalty: 4009.807129
	Iteration 239Q: 3 clusters Score -2.447932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149495 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 240F: 3 clusters Score -2.447934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -24479350.000000 Penalty: 4009.807129
	Iteration 241Q: 3 clusters Score -2.447935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -24479338.000000 Penalty: 4009.807129
	Iteration 242Q: 3 clusters Score -2.447934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 243Q: 3 clusters Score -2.447934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -24479330.000000 Penalty: 4009.807129
	Iteration 244Q: 3 clusters Score -2.447933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 245Q: 3 clusters Score -2.447933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -24479344.000000 Penalty: 4009.807129
	Iteration 246Q: 3 clusters Score -2.447934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 247Q: 3 clusters Score -2.447934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -24479326.000000 Penalty: 4009.807129
	Iteration 248Q: 3 clusters Score -2.447933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149451 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -24479342.000000 Penalty: 4009.807129
	Iteration 249Q: 3 clusters Score -2.447934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 250Q: 3 clusters Score -2.447934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -24479346.000000 Penalty: 4009.807129
	Iteration 251Q: 3 clusters Score -2.447935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -24479350.000000 Penalty: 4009.807129
	Iteration 252Q: 3 clusters Score -2.447935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -24479346.000000 Penalty: 4009.807129
	Iteration 253Q: 3 clusters Score -2.447935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -24479350.000000 Penalty: 4009.807129
	Iteration 254Q: 3 clusters Score -2.447935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 4009.807129
	Iteration 255Q: 3 clusters Score -2.447933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -24479344.000000 Penalty: 4009.807129
	Iteration 256Q: 3 clusters Score -2.447934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -24479336.000000 Penalty: 4009.807129
	Iteration 257Q: 3 clusters Score -2.447934e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -24479346.000000 Penalty: 4009.807129
	Iteration 258Q: 3 clusters Score -2.447935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -24479350.000000 Penalty: 4009.807129
	Iteration 259Q: 3 clusters Score -2.447935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -24479328.000000 Penalty: 4009.807129
	Iteration 260F: 3 clusters Score -2.447933e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149434 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -24479324.000000 Penalty: 4009.807129
	Iteration 261Q: 3 clusters Score -2.447932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 78750 members 
Entering Unmasked Estep 
Score: -24479332.000000 Penalty: 4009.807129
	Iteration 262Q: 3 clusters Score -2.447933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -24479344.000000 Penalty: 4009.807129
	Iteration 263Q: 3 clusters Score -2.447934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -24479344.000000 Penalty: 4009.807129
	Iteration 264Q: 3 clusters Score -2.447934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 265Q: 3 clusters Score -2.447937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -24479370.000000 Penalty: 4009.807129
	Iteration 266Q: 3 clusters Score -2.447937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 267Q: 3 clusters Score -2.447937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -24479362.000000 Penalty: 4009.807129
	Iteration 268Q: 3 clusters Score -2.447936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -24479376.000000 Penalty: 4009.807129
	Iteration 269Q: 3 clusters Score -2.447938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -24479370.000000 Penalty: 4009.807129
	Iteration 270Q: 3 clusters Score -2.447937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -24479392.000000 Penalty: 4009.807129
	Iteration 271Q: 3 clusters Score -2.447939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -24479392.000000 Penalty: 4009.807129
	Iteration 272Q: 3 clusters Score -2.447939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149396 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -24479384.000000 Penalty: 4009.807129
	Iteration 273Q: 3 clusters Score -2.447938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -24479384.000000 Penalty: 4009.807129
	Iteration 274Q: 3 clusters Score -2.447938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -24479380.000000 Penalty: 4009.807129
	Iteration 275Q: 3 clusters Score -2.447938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 276Q: 3 clusters Score -2.447937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 277Q: 3 clusters Score -2.447937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -24479358.000000 Penalty: 4009.807129
	Iteration 278Q: 3 clusters Score -2.447936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149396 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -24479364.000000 Penalty: 4009.807129
	Iteration 279Q: 3 clusters Score -2.447936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 280F: 3 clusters Score -2.447935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 281Q: 3 clusters Score -2.447935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -24479340.000000 Penalty: 4009.807129
	Iteration 282Q: 3 clusters Score -2.447934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -24479348.000000 Penalty: 4009.807129
	Iteration 283Q: 3 clusters Score -2.447935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -24479344.000000 Penalty: 4009.807129
	Iteration 284Q: 3 clusters Score -2.447934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -24479342.000000 Penalty: 4009.807129
	Iteration 285Q: 3 clusters Score -2.447934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -24479350.000000 Penalty: 4009.807129
	Iteration 286Q: 3 clusters Score -2.447935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -24479358.000000 Penalty: 4009.807129
	Iteration 287Q: 3 clusters Score -2.447936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -24479354.000000 Penalty: 4009.807129
	Iteration 288Q: 3 clusters Score -2.447935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 289Q: 3 clusters Score -2.447936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -24479354.000000 Penalty: 4009.807129
	Iteration 290Q: 3 clusters Score -2.447935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 291Q: 3 clusters Score -2.447936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -24479358.000000 Penalty: 4009.807129
	Iteration 292Q: 3 clusters Score -2.447936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -24479358.000000 Penalty: 4009.807129
	Iteration 293Q: 3 clusters Score -2.447936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -24479360.000000 Penalty: 4009.807129
	Iteration 294Q: 3 clusters Score -2.447936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149415 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -24479366.000000 Penalty: 4009.807129
	Iteration 295Q: 3 clusters Score -2.447937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 296Q: 3 clusters Score -2.447937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -24479378.000000 Penalty: 4009.807129
	Iteration 297Q: 3 clusters Score -2.447938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -24479380.000000 Penalty: 4009.807129
	Iteration 298Q: 3 clusters Score -2.447938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -24479380.000000 Penalty: 4009.807129
	Iteration 299Q: 3 clusters Score -2.447938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -24479368.000000 Penalty: 4009.807129
	Iteration 300F: 3 clusters Score -2.447937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -24479362.000000 Penalty: 4009.807129
	Iteration 301Q: 3 clusters Score -2.447936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -24479370.000000 Penalty: 4009.807129
	Iteration 302Q: 3 clusters Score -2.447937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -24479372.000000 Penalty: 4009.807129
	Iteration 303Q: 3 clusters Score -2.447937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -24479366.000000 Penalty: 4009.807129
	Iteration 304Q: 3 clusters Score -2.447937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -24479388.000000 Penalty: 4009.807129
	Iteration 305Q: 3 clusters Score -2.447939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149403 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 306Q: 3 clusters Score -2.447939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149403 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -24479394.000000 Penalty: 4009.807129
	Iteration 307F: 3 clusters Score -2.447939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Entering Unmasked Estep 
Score: -13373573.000000 Penalty: 1903.328735
	Iteration 0F: 2 clusters Score -1.337357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -13292151.000000 Penalty: 3806.657471
	Iteration 0F: 3 clusters Score -1.329215e+07 nChanged 58436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -13325705.000000 Penalty: 3806.657471
	Iteration 1F: 3 clusters Score -1.33257e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -13326277.000000 Penalty: 3806.657471
	Iteration 2Q: 3 clusters Score -1.332628e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -13327054.000000 Penalty: 3806.657471
	Iteration 3Q: 3 clusters Score -1.332705e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -13328074.000000 Penalty: 3806.657471
	Iteration 4Q: 3 clusters Score -1.332807e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -13329559.000000 Penalty: 3806.657471
	Iteration 5Q: 3 clusters Score -1.332956e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -13332024.000000 Penalty: 3806.657471
	Iteration 6Q: 3 clusters Score -1.333202e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -13336305.000000 Penalty: 3806.657471
	Iteration 7F: 3 clusters Score -1.33363e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -13343336.000000 Penalty: 3806.657471
	Iteration 8F: 3 clusters Score -1.334334e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -13352362.000000 Penalty: 3806.657471
	Iteration 9F: 3 clusters Score -1.335236e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109682 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -13360376.000000 Penalty: 3806.657471
	Iteration 10F: 3 clusters Score -1.336038e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115326 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -13365757.000000 Penalty: 3806.657471
	Iteration 11Q: 3 clusters Score -1.336576e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -13368819.000000 Penalty: 3806.657471
	Iteration 12Q: 3 clusters Score -1.336882e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13370502.000000 Penalty: 3806.657471
	Iteration 13Q: 3 clusters Score -1.33705e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13371273.000000 Penalty: 3806.657471
	Iteration 14Q: 3 clusters Score -1.337127e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121726 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13371615.000000 Penalty: 3806.657471
	Iteration 15Q: 3 clusters Score -1.337162e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13371770.000000 Penalty: 3806.657471
	Iteration 16Q: 3 clusters Score -1.337177e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121888 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13371854.000000 Penalty: 3806.657471
	Iteration 17Q: 3 clusters Score -1.337185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13371888.000000 Penalty: 3806.657471
	Iteration 18Q: 3 clusters Score -1.337189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13371906.000000 Penalty: 3806.657471
	Iteration 19Q: 3 clusters Score -1.337191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13371920.000000 Penalty: 3806.657471
	Iteration 20F: 3 clusters Score -1.337192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13371926.000000 Penalty: 3806.657471
	Iteration 21Q: 3 clusters Score -1.337193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121931 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13371931.000000 Penalty: 3806.657471
	Iteration 22Q: 3 clusters Score -1.337193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121931 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13371931.000000 Penalty: 3806.657471
	Iteration 23F: 3 clusters Score -1.337193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Entering Unmasked Estep 
Score: -1852482.750000 Penalty: 1579.780396
	Iteration 0F: 2 clusters Score -1852483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1841017.875000 Penalty: 3159.560791
	Iteration 0F: 3 clusters Score -1841018 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1845061.625000 Penalty: 3159.560791
	Iteration 1F: 3 clusters Score -1845062 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1845390.750000 Penalty: 3159.560791
	Iteration 2F: 3 clusters Score -1845391 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1845704.125000 Penalty: 3159.560791
	Iteration 3Q: 3 clusters Score -1845704 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1846037.250000 Penalty: 3159.560791
	Iteration 4Q: 3 clusters Score -1846037 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1846494.250000 Penalty: 3159.560791
	Iteration 5Q: 3 clusters Score -1846494 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1847179.250000 Penalty: 3159.560791
	Iteration 6F: 3 clusters Score -1847179 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1848031.875000 Penalty: 3159.560791
	Iteration 7F: 3 clusters Score -1848032 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1848985.875000 Penalty: 3159.560791
	Iteration 8F: 3 clusters Score -1848986 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1849833.000000 Penalty: 3159.560791
	Iteration 9F: 3 clusters Score -1849833 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1850399.125000 Penalty: 3159.560791
	Iteration 10Q: 3 clusters Score -1850399 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1850689.375000 Penalty: 3159.560791
	Iteration 11Q: 3 clusters Score -1850689 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1850837.625000 Penalty: 3159.560791
	Iteration 12Q: 3 clusters Score -1850838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1850942.625000 Penalty: 3159.560791
	Iteration 13Q: 3 clusters Score -1850943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1851007.000000 Penalty: 3159.560791
	Iteration 14Q: 3 clusters Score -1851007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1851033.000000 Penalty: 3159.560791
	Iteration 15Q: 3 clusters Score -1851033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1851047.750000 Penalty: 3159.560791
	Iteration 16Q: 3 clusters Score -1851048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1851059.750000 Penalty: 3159.560791
	Iteration 17Q: 3 clusters Score -1851060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1851071.750000 Penalty: 3159.560791
	Iteration 18Q: 3 clusters Score -1851072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1851079.500000 Penalty: 3159.560791
	Iteration 19Q: 3 clusters Score -1851080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1851089.000000 Penalty: 3159.560791
	Iteration 20F: 3 clusters Score -1851089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1851095.875000 Penalty: 3159.560791
	Iteration 21Q: 3 clusters Score -1851096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1851098.375000 Penalty: 3159.560791
	Iteration 22Q: 3 clusters Score -1851098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1851101.625000 Penalty: 3159.560791
	Iteration 23Q: 3 clusters Score -1851102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1851106.000000 Penalty: 3159.560791
	Iteration 24Q: 3 clusters Score -1851106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1851102.875000 Penalty: 3159.560791
	Iteration 25Q: 3 clusters Score -1851103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1851105.625000 Penalty: 3159.560791
	Iteration 26Q: 3 clusters Score -1851106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1851106.750000 Penalty: 3159.560791
	Iteration 27Q: 3 clusters Score -1851107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1851110.000000 Penalty: 3159.560791
	Iteration 28Q: 3 clusters Score -1851110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1851111.375000 Penalty: 3159.560791
	Iteration 29Q: 3 clusters Score -1851111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1851111.375000 Penalty: 3159.560791
	Iteration 30F: 3 clusters Score -1851111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Entering Unmasked Estep 
Score: -4297741.000000 Penalty: 1727.071777
	Iteration 0F: 2 clusters Score -4297741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4270260.500000 Penalty: 3454.143555
	Iteration 0F: 3 clusters Score -4270260 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4283606.000000 Penalty: 3454.143555
	Iteration 1F: 3 clusters Score -4283606 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4287383.000000 Penalty: 3454.143555
	Iteration 2F: 3 clusters Score -4287383 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4292106.000000 Penalty: 3454.143555
	Iteration 3F: 3 clusters Score -4292106 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4295747.000000 Penalty: 3454.143555
	Iteration 4F: 3 clusters Score -4295747 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -4297496.000000 Penalty: 3454.143555
	Iteration 5F: 3 clusters Score -4297496 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4298056.500000 Penalty: 3454.143555
	Iteration 6Q: 3 clusters Score -4298056 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -4298324.500000 Penalty: 3454.143555
	Iteration 7Q: 3 clusters Score -4298324 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4298469.000000 Penalty: 3454.143555
	Iteration 8Q: 3 clusters Score -4298469 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4298593.000000 Penalty: 3454.143555
	Iteration 9Q: 3 clusters Score -4298593 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4298711.000000 Penalty: 3454.143555
	Iteration 10Q: 3 clusters Score -4298711 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4298791.500000 Penalty: 3454.143555
	Iteration 11Q: 3 clusters Score -4298792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -4298890.000000 Penalty: 3454.143555
	Iteration 12Q: 3 clusters Score -4298890 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4298982.500000 Penalty: 3454.143555
	Iteration 13Q: 3 clusters Score -4298982 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4299089.000000 Penalty: 3454.143555
	Iteration 14Q: 3 clusters Score -4299089 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4299240.500000 Penalty: 3454.143555
	Iteration 15Q: 3 clusters Score -4299240 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4299454.500000 Penalty: 3454.143555
	Iteration 16Q: 3 clusters Score -4299454 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4299705.000000 Penalty: 3454.143555
	Iteration 17Q: 3 clusters Score -4299705 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4300025.000000 Penalty: 3454.143555
	Iteration 18Q: 3 clusters Score -4300025 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4300242.000000 Penalty: 3454.143555
	Iteration 19Q: 3 clusters Score -4300242 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4300411.500000 Penalty: 3454.143555
	Iteration 20F: 3 clusters Score -4300412 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4300527.500000 Penalty: 3454.143555
	Iteration 21Q: 3 clusters Score -4300528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4300543.000000 Penalty: 3454.143555
	Iteration 22Q: 3 clusters Score -4300543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4300562.500000 Penalty: 3454.143555
	Iteration 23Q: 3 clusters Score -4300562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4300576.500000 Penalty: 3454.143555
	Iteration 24Q: 3 clusters Score -4300576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4300574.500000 Penalty: 3454.143555
	Iteration 25Q: 3 clusters Score -4300574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4300592.000000 Penalty: 3454.143555
	Iteration 26Q: 3 clusters Score -4300592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4300591.000000 Penalty: 3454.143555
	Iteration 27Q: 3 clusters Score -4300591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4300598.000000 Penalty: 3454.143555
	Iteration 28Q: 3 clusters Score -4300598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4300598.000000 Penalty: 3454.143555
	Iteration 29Q: 3 clusters Score -4300598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4300599.000000 Penalty: 3454.143555
	Iteration 30Q: 3 clusters Score -4300599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4300591.000000 Penalty: 3454.143555
	Iteration 31Q: 3 clusters Score -4300591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4300593.500000 Penalty: 3454.143555
	Iteration 32Q: 3 clusters Score -4300594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4300597.500000 Penalty: 3454.143555
	Iteration 33Q: 3 clusters Score -4300598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4300599.500000 Penalty: 3454.143555
	Iteration 34Q: 3 clusters Score -4300600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4300604.000000 Penalty: 3454.143555
	Iteration 35Q: 3 clusters Score -4300604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4300604.500000 Penalty: 3454.143555
	Iteration 36Q: 3 clusters Score -4300604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4300604.500000 Penalty: 3454.143555
	Iteration 37Q: 3 clusters Score -4300604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4300604.000000 Penalty: 3454.143555
	Iteration 38Q: 3 clusters Score -4300604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4300602.000000 Penalty: 3454.143555
	Iteration 39Q: 3 clusters Score -4300602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4300608.000000 Penalty: 3454.143555
	Iteration 40F: 3 clusters Score -4300608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4300607.000000 Penalty: 3454.143555
	Iteration 41Q: 3 clusters Score -4300607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4300608.000000 Penalty: 3454.143555
	Iteration 42Q: 3 clusters Score -4300608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4300610.000000 Penalty: 3454.143555
	Iteration 43Q: 3 clusters Score -4300610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4300608.000000 Penalty: 3454.143555
	Iteration 44Q: 3 clusters Score -4300608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4300608.000000 Penalty: 3454.143555
	Iteration 45F: 3 clusters Score -4300608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 102153 members 
Mstep: Class 6 contains 150407 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 82985 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 228175 members 
Mstep: Class 16 contains 122124 members 
Mstep: Class 18 contains 16676 members 
Mstep: Class 19 contains 39281 members 
Mstep: Class 22 contains 125372 members 
Entering Unmasked Estep 
Score: -98847504.000000 Penalty: 42425.843750
Splitting cluster 19 changes total score from -98845992.000000 to -98847504.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 22 (125372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Entering Unmasked Estep 
Score: -13754752.000000 Penalty: 1907.594116
	Iteration 0F: 2 clusters Score -1.375475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -13670578.000000 Penalty: 3815.188232
	Iteration 0F: 3 clusters Score -1.367058e+07 nChanged 60179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -13706579.000000 Penalty: 3815.188232
	Iteration 1F: 3 clusters Score -1.370658e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -13708244.000000 Penalty: 3815.188232
	Iteration 2Q: 3 clusters Score -1.370824e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -13710490.000000 Penalty: 3815.188232
	Iteration 3Q: 3 clusters Score -1.371049e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -13713415.000000 Penalty: 3815.188232
	Iteration 4Q: 3 clusters Score -1.371342e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -13717602.000000 Penalty: 3815.188232
	Iteration 5F: 3 clusters Score -1.37176e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -13722577.000000 Penalty: 3815.188232
	Iteration 6F: 3 clusters Score -1.372258e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -13728717.000000 Penalty: 3815.188232
	Iteration 7F: 3 clusters Score -1.372872e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -13734868.000000 Penalty: 3815.188232
	Iteration 8F: 3 clusters Score -1.373487e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -13739155.000000 Penalty: 3815.188232
	Iteration 9Q: 3 clusters Score -1.373916e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -13741240.000000 Penalty: 3815.188232
	Iteration 10Q: 3 clusters Score -1.374124e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -13742702.000000 Penalty: 3815.188232
	Iteration 11Q: 3 clusters Score -1.37427e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -13744114.000000 Penalty: 3815.188232
	Iteration 12Q: 3 clusters Score -1.374411e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -13745374.000000 Penalty: 3815.188232
	Iteration 13Q: 3 clusters Score -1.374537e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -13746475.000000 Penalty: 3815.188232
	Iteration 14Q: 3 clusters Score -1.374648e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -13747384.000000 Penalty: 3815.188232
	Iteration 15Q: 3 clusters Score -1.374738e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -13748328.000000 Penalty: 3815.188232
	Iteration 16Q: 3 clusters Score -1.374833e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -13749184.000000 Penalty: 3815.188232
	Iteration 17Q: 3 clusters Score -1.374918e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -13749797.000000 Penalty: 3815.188232
	Iteration 18Q: 3 clusters Score -1.37498e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -13750303.000000 Penalty: 3815.188232
	Iteration 19Q: 3 clusters Score -1.37503e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -13750731.000000 Penalty: 3815.188232
	Iteration 20F: 3 clusters Score -1.375073e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -13751144.000000 Penalty: 3815.188232
	Iteration 21Q: 3 clusters Score -1.375114e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -13751418.000000 Penalty: 3815.188232
	Iteration 22Q: 3 clusters Score -1.375142e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -13751618.000000 Penalty: 3815.188232
	Iteration 23Q: 3 clusters Score -1.375162e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -13751796.000000 Penalty: 3815.188232
	Iteration 24Q: 3 clusters Score -1.37518e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111746 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -13751955.000000 Penalty: 3815.188232
	Iteration 25Q: 3 clusters Score -1.375196e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -13752155.000000 Penalty: 3815.188232
	Iteration 26Q: 3 clusters Score -1.375216e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -13752287.000000 Penalty: 3815.188232
	Iteration 27Q: 3 clusters Score -1.375229e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -13752286.000000 Penalty: 3815.188232
	Iteration 28Q: 3 clusters Score -1.375229e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -13752364.000000 Penalty: 3815.188232
	Iteration 29Q: 3 clusters Score -1.375236e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -13752485.000000 Penalty: 3815.188232
	Iteration 30Q: 3 clusters Score -1.375248e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -13752531.000000 Penalty: 3815.188232
	Iteration 31Q: 3 clusters Score -1.375253e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -13752591.000000 Penalty: 3815.188232
	Iteration 32Q: 3 clusters Score -1.375259e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -13752641.000000 Penalty: 3815.188232
	Iteration 33Q: 3 clusters Score -1.375264e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -13752732.000000 Penalty: 3815.188232
	Iteration 34Q: 3 clusters Score -1.375273e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -13752796.000000 Penalty: 3815.188232
	Iteration 35Q: 3 clusters Score -1.37528e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -13752811.000000 Penalty: 3815.188232
	Iteration 36Q: 3 clusters Score -1.375281e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -13752836.000000 Penalty: 3815.188232
	Iteration 37Q: 3 clusters Score -1.375284e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -13752864.000000 Penalty: 3815.188232
	Iteration 38Q: 3 clusters Score -1.375286e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -13752892.000000 Penalty: 3815.188232
	Iteration 39Q: 3 clusters Score -1.375289e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -13752927.000000 Penalty: 3815.188232
	Iteration 40F: 3 clusters Score -1.375293e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -13752929.000000 Penalty: 3815.188232
	Iteration 41Q: 3 clusters Score -1.375293e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116867 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -13752948.000000 Penalty: 3815.188232
	Iteration 42Q: 3 clusters Score -1.375295e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -13753013.000000 Penalty: 3815.188232
	Iteration 43Q: 3 clusters Score -1.375301e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -13753035.000000 Penalty: 3815.188232
	Iteration 44Q: 3 clusters Score -1.375304e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -13753054.000000 Penalty: 3815.188232
	Iteration 45Q: 3 clusters Score -1.375305e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -13753123.000000 Penalty: 3815.188232
	Iteration 46Q: 3 clusters Score -1.375312e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -13753162.000000 Penalty: 3815.188232
	Iteration 47Q: 3 clusters Score -1.375316e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117915 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -13753190.000000 Penalty: 3815.188232
	Iteration 48Q: 3 clusters Score -1.375319e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -13753234.000000 Penalty: 3815.188232
	Iteration 49Q: 3 clusters Score -1.375323e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -13753274.000000 Penalty: 3815.188232
	Iteration 50Q: 3 clusters Score -1.375327e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -13753289.000000 Penalty: 3815.188232
	Iteration 51Q: 3 clusters Score -1.375329e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118567 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -13753324.000000 Penalty: 3815.188232
	Iteration 52Q: 3 clusters Score -1.375332e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -13753344.000000 Penalty: 3815.188232
	Iteration 53Q: 3 clusters Score -1.375334e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -13753364.000000 Penalty: 3815.188232
	Iteration 54Q: 3 clusters Score -1.375336e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -13753395.000000 Penalty: 3815.188232
	Iteration 55Q: 3 clusters Score -1.37534e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -13753379.000000 Penalty: 3815.188232
	Iteration 56Q: 3 clusters Score -1.375338e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -13753361.000000 Penalty: 3815.188232
	Iteration 57Q: 3 clusters Score -1.375336e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -13753355.000000 Penalty: 3815.188232
	Iteration 58Q: 3 clusters Score -1.375336e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -13753367.000000 Penalty: 3815.188232
	Iteration 59Q: 3 clusters Score -1.375337e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -13753392.000000 Penalty: 3815.188232
	Iteration 60F: 3 clusters Score -1.375339e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -13753411.000000 Penalty: 3815.188232
	Iteration 61Q: 3 clusters Score -1.375341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -13753398.000000 Penalty: 3815.188232
	Iteration 62Q: 3 clusters Score -1.37534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -13753419.000000 Penalty: 3815.188232
	Iteration 63Q: 3 clusters Score -1.375342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -13753433.000000 Penalty: 3815.188232
	Iteration 64Q: 3 clusters Score -1.375343e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -13753433.000000 Penalty: 3815.188232
	Iteration 65Q: 3 clusters Score -1.375343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -13753455.000000 Penalty: 3815.188232
	Iteration 66Q: 3 clusters Score -1.375346e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -13753481.000000 Penalty: 3815.188232
	Iteration 67Q: 3 clusters Score -1.375348e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -13753485.000000 Penalty: 3815.188232
	Iteration 68Q: 3 clusters Score -1.375348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -13753516.000000 Penalty: 3815.188232
	Iteration 69Q: 3 clusters Score -1.375352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -13753505.000000 Penalty: 3815.188232
	Iteration 70Q: 3 clusters Score -1.37535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -13753490.000000 Penalty: 3815.188232
	Iteration 71Q: 3 clusters Score -1.375349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -13753505.000000 Penalty: 3815.188232
	Iteration 72Q: 3 clusters Score -1.37535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -13753499.000000 Penalty: 3815.188232
	Iteration 73Q: 3 clusters Score -1.37535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -13753496.000000 Penalty: 3815.188232
	Iteration 74Q: 3 clusters Score -1.37535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120195 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -13753496.000000 Penalty: 3815.188232
	Iteration 75Q: 3 clusters Score -1.37535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -13753532.000000 Penalty: 3815.188232
	Iteration 76Q: 3 clusters Score -1.375353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -13753536.000000 Penalty: 3815.188232
	Iteration 77Q: 3 clusters Score -1.375354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -13753525.000000 Penalty: 3815.188232
	Iteration 78Q: 3 clusters Score -1.375352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -13753518.000000 Penalty: 3815.188232
	Iteration 79Q: 3 clusters Score -1.375352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -13753509.000000 Penalty: 3815.188232
	Iteration 80F: 3 clusters Score -1.375351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -13753502.000000 Penalty: 3815.188232
	Iteration 81Q: 3 clusters Score -1.37535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -13753515.000000 Penalty: 3815.188232
	Iteration 82Q: 3 clusters Score -1.375352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -13753513.000000 Penalty: 3815.188232
	Iteration 83Q: 3 clusters Score -1.375351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -13753520.000000 Penalty: 3815.188232
	Iteration 84Q: 3 clusters Score -1.375352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -13753508.000000 Penalty: 3815.188232
	Iteration 85Q: 3 clusters Score -1.375351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -13753538.000000 Penalty: 3815.188232
	Iteration 86Q: 3 clusters Score -1.375354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -13753535.000000 Penalty: 3815.188232
	Iteration 87Q: 3 clusters Score -1.375354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -13753546.000000 Penalty: 3815.188232
	Iteration 88Q: 3 clusters Score -1.375355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -13753549.000000 Penalty: 3815.188232
	Iteration 89Q: 3 clusters Score -1.375355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -13753572.000000 Penalty: 3815.188232
	Iteration 90Q: 3 clusters Score -1.375357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -13753555.000000 Penalty: 3815.188232
	Iteration 91Q: 3 clusters Score -1.375356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -13753542.000000 Penalty: 3815.188232
	Iteration 92Q: 3 clusters Score -1.375354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -13753524.000000 Penalty: 3815.188232
	Iteration 93Q: 3 clusters Score -1.375352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -13753547.000000 Penalty: 3815.188232
	Iteration 94Q: 3 clusters Score -1.375355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -13753558.000000 Penalty: 3815.188232
	Iteration 95Q: 3 clusters Score -1.375356e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120760 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -13753557.000000 Penalty: 3815.188232
	Iteration 96Q: 3 clusters Score -1.375356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120790 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -13753550.000000 Penalty: 3815.188232
	Iteration 97Q: 3 clusters Score -1.375355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -13753536.000000 Penalty: 3815.188232
	Iteration 98Q: 3 clusters Score -1.375354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -13753543.000000 Penalty: 3815.188232
	Iteration 99Q: 3 clusters Score -1.375354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -13753534.000000 Penalty: 3815.188232
	Iteration 100F: 3 clusters Score -1.375353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -13753536.000000 Penalty: 3815.188232
	Iteration 101Q: 3 clusters Score -1.375354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -13753540.000000 Penalty: 3815.188232
	Iteration 102Q: 3 clusters Score -1.375354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -13753537.000000 Penalty: 3815.188232
	Iteration 103Q: 3 clusters Score -1.375354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120862 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -13753537.000000 Penalty: 3815.188232
	Iteration 104Q: 3 clusters Score -1.375354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -13753543.000000 Penalty: 3815.188232
	Iteration 105Q: 3 clusters Score -1.375354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -13753534.000000 Penalty: 3815.188232
	Iteration 106Q: 3 clusters Score -1.375353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -13753534.000000 Penalty: 3815.188232
	Iteration 107Q: 3 clusters Score -1.375353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -13753532.000000 Penalty: 3815.188232
	Iteration 108Q: 3 clusters Score -1.375353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -13753536.000000 Penalty: 3815.188232
	Iteration 109Q: 3 clusters Score -1.375354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120879 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -13753539.000000 Penalty: 3815.188232
	Iteration 110Q: 3 clusters Score -1.375354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -13753547.000000 Penalty: 3815.188232
	Iteration 111Q: 3 clusters Score -1.375355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -13753545.000000 Penalty: 3815.188232
	Iteration 112Q: 3 clusters Score -1.375354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -13753563.000000 Penalty: 3815.188232
	Iteration 113Q: 3 clusters Score -1.375356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -13753573.000000 Penalty: 3815.188232
	Iteration 114Q: 3 clusters Score -1.375357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -13753566.000000 Penalty: 3815.188232
	Iteration 115Q: 3 clusters Score -1.375357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120916 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -13753566.000000 Penalty: 3815.188232
	Iteration 116Q: 3 clusters Score -1.375357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13753569.000000 Penalty: 3815.188232
	Iteration 117Q: 3 clusters Score -1.375357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -13753563.000000 Penalty: 3815.188232
	Iteration 118Q: 3 clusters Score -1.375356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -13753568.000000 Penalty: 3815.188232
	Iteration 119Q: 3 clusters Score -1.375357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -13753560.000000 Penalty: 3815.188232
	Iteration 120F: 3 clusters Score -1.375356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120967 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -13753558.000000 Penalty: 3815.188232
	Iteration 121Q: 3 clusters Score -1.375356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -13753562.000000 Penalty: 3815.188232
	Iteration 122Q: 3 clusters Score -1.375356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -13753564.000000 Penalty: 3815.188232
	Iteration 123Q: 3 clusters Score -1.375356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -13753566.000000 Penalty: 3815.188232
	Iteration 124Q: 3 clusters Score -1.375357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -13753571.000000 Penalty: 3815.188232
	Iteration 125Q: 3 clusters Score -1.375357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -13753560.000000 Penalty: 3815.188232
	Iteration 126Q: 3 clusters Score -1.375356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121050 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -13753560.000000 Penalty: 3815.188232
	Iteration 127Q: 3 clusters Score -1.375356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -13753580.000000 Penalty: 3815.188232
	Iteration 128Q: 3 clusters Score -1.375358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -13753584.000000 Penalty: 3815.188232
	Iteration 129Q: 3 clusters Score -1.375358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -13753584.000000 Penalty: 3815.188232
	Iteration 130Q: 3 clusters Score -1.375358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -13753586.000000 Penalty: 3815.188232
	Iteration 131Q: 3 clusters Score -1.375359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -13753581.000000 Penalty: 3815.188232
	Iteration 132Q: 3 clusters Score -1.375358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -13753574.000000 Penalty: 3815.188232
	Iteration 133Q: 3 clusters Score -1.375357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -13753578.000000 Penalty: 3815.188232
	Iteration 134Q: 3 clusters Score -1.375358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -13753574.000000 Penalty: 3815.188232
	Iteration 135Q: 3 clusters Score -1.375357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -13753575.000000 Penalty: 3815.188232
	Iteration 136Q: 3 clusters Score -1.375358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -13753574.000000 Penalty: 3815.188232
	Iteration 137Q: 3 clusters Score -1.375357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121148 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -13753573.000000 Penalty: 3815.188232
	Iteration 138Q: 3 clusters Score -1.375357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121158 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -13753573.000000 Penalty: 3815.188232
	Iteration 139Q: 3 clusters Score -1.375357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -13753563.000000 Penalty: 3815.188232
	Iteration 140F: 3 clusters Score -1.375356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121176 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -13753576.000000 Penalty: 3815.188232
	Iteration 141Q: 3 clusters Score -1.375358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -13753582.000000 Penalty: 3815.188232
	Iteration 142Q: 3 clusters Score -1.375358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -13753571.000000 Penalty: 3815.188232
	Iteration 143Q: 3 clusters Score -1.375357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -13753571.000000 Penalty: 3815.188232
	Iteration 144Q: 3 clusters Score -1.375357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -13753571.000000 Penalty: 3815.188232
	Iteration 145F: 3 clusters Score -1.375357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 102153 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 82985 members 
Mstep: Class 15 contains 228175 members 
Mstep: Class 16 contains 122124 members 
Mstep: Class 18 contains 16676 members 
Mstep: Class 19 contains 39281 members 
Mstep: Class 22 contains 125372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849192.000000 Penalty: 42425.843750
Iteration 39Q: 20 clusters Score -9.884919e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 14564 members 
Mstep: Class 4 contains 8094 members 
Mstep: Class 5 contains 101475 members 
Mstep: Class 6 contains 149900 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 82720 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 15 contains 228191 members 
Mstep: Class 16 contains 122197 members 
Mstep: Class 18 contains 16985 members 
Mstep: Class 19 contains 39776 members 
Mstep: Class 22 contains 125112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851976.000000 Penalty: 42425.843750
Iteration 40F: 20 clusters Score -9.885198e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 100268 members 
Mstep: Class 6 contains 150320 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 81784 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 228478 members 
Mstep: Class 16 contains 122110 members 
Mstep: Class 18 contains 17881 members 
Mstep: Class 19 contains 39893 members 
Mstep: Class 22 contains 124881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853432.000000 Penalty: 42425.843750
Iteration 41Q: 20 clusters Score -9.885343e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 99096 members 
Mstep: Class 6 contains 150645 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 80773 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 228977 members 
Mstep: Class 16 contains 122064 members 
Mstep: Class 18 contains 18729 members 
Mstep: Class 19 contains 39891 members 
Mstep: Class 22 contains 124709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854568.000000 Penalty: 42425.843750
Iteration 42Q: 20 clusters Score -9.885457e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 7358 members 
Mstep: Class 5 contains 97979 members 
Mstep: Class 6 contains 150972 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 79709 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 229590 members 
Mstep: Class 16 contains 122028 members 
Mstep: Class 18 contains 19567 members 
Mstep: Class 19 contains 39828 members 
Mstep: Class 22 contains 124540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855720.000000 Penalty: 42425.843750
Iteration 43Q: 20 clusters Score -9.885572e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 96878 members 
Mstep: Class 6 contains 151281 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 78659 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 230197 members 
Mstep: Class 16 contains 122001 members 
Mstep: Class 18 contains 20396 members 
Mstep: Class 19 contains 39775 members 
Mstep: Class 22 contains 124369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856424.000000 Penalty: 42425.843750
Iteration 44Q: 20 clusters Score -9.885642e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 95867 members 
Mstep: Class 6 contains 151564 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 77595 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 230715 members 
Mstep: Class 16 contains 122009 members 
Mstep: Class 18 contains 21210 members 
Mstep: Class 19 contains 39791 members 
Mstep: Class 22 contains 124212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857072.000000 Penalty: 42425.843750
Iteration 45Q: 20 clusters Score -9.885707e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 94952 members 
Mstep: Class 6 contains 151841 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 76604 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 231138 members 
Mstep: Class 16 contains 122043 members 
Mstep: Class 18 contains 21973 members 
Mstep: Class 19 contains 39805 members 
Mstep: Class 22 contains 124064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857368.000000 Penalty: 42425.843750
Iteration 46Q: 20 clusters Score -9.885737e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 94093 members 
Mstep: Class 6 contains 152099 members 
Mstep: Class 7 contains 3206 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 75675 members 
Mstep: Class 14 contains 2978 members 
Mstep: Class 15 contains 231539 members 
Mstep: Class 16 contains 122098 members 
Mstep: Class 18 contains 22666 members 
Mstep: Class 19 contains 39823 members 
Mstep: Class 22 contains 123905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857696.000000 Penalty: 42425.843750
Iteration 47Q: 20 clusters Score -9.88577e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 93331 members 
Mstep: Class 6 contains 152323 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 74822 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 231885 members 
Mstep: Class 16 contains 122143 members 
Mstep: Class 18 contains 23272 members 
Mstep: Class 19 contains 39850 members 
Mstep: Class 22 contains 123762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858200.000000 Penalty: 42425.843750
Iteration 48Q: 20 clusters Score -9.88582e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 14593 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 92622 members 
Mstep: Class 6 contains 152497 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 74011 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 232275 members 
Mstep: Class 16 contains 122187 members 
Mstep: Class 18 contains 23793 members 
Mstep: Class 19 contains 39889 members 
Mstep: Class 22 contains 123652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858584.000000 Penalty: 42425.843750
Iteration 49Q: 20 clusters Score -9.885858e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 14569 members 
Mstep: Class 4 contains 6257 members 
Mstep: Class 5 contains 91976 members 
Mstep: Class 6 contains 152639 members 
Mstep: Class 7 contains 3271 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 73323 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 232591 members 
Mstep: Class 16 contains 122221 members 
Mstep: Class 18 contains 24288 members 
Mstep: Class 19 contains 39952 members 
Mstep: Class 22 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858712.000000 Penalty: 42425.843750
Iteration 50Q: 20 clusters Score -9.885871e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 14555 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 91386 members 
Mstep: Class 6 contains 152767 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 72703 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 232901 members 
Mstep: Class 16 contains 122257 members 
Mstep: Class 18 contains 24693 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 22 contains 123418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859024.000000 Penalty: 42425.843750
Iteration 51Q: 20 clusters Score -9.885902e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 14539 members 
Mstep: Class 4 contains 6064 members 
Mstep: Class 5 contains 90841 members 
Mstep: Class 6 contains 152870 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 72115 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 233205 members 
Mstep: Class 16 contains 122281 members 
Mstep: Class 18 contains 25059 members 
Mstep: Class 19 contains 40106 members 
Mstep: Class 22 contains 123314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859152.000000 Penalty: 42425.843750
Iteration 52Q: 20 clusters Score -9.885915e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 14533 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 90322 members 
Mstep: Class 6 contains 152953 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 71588 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 233524 members 
Mstep: Class 16 contains 122307 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 40204 members 
Mstep: Class 22 contains 123224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859552.000000 Penalty: 42425.843750
Iteration 53Q: 20 clusters Score -9.885955e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 3 contains 14523 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 89880 members 
Mstep: Class 6 contains 153046 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 3213 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 71123 members 
Mstep: Class 14 contains 3737 members 
Mstep: Class 15 contains 233764 members 
Mstep: Class 16 contains 122335 members 
Mstep: Class 18 contains 25618 members 
Mstep: Class 19 contains 40317 members 
Mstep: Class 22 contains 123130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859816.000000 Penalty: 42425.843750
Iteration 54Q: 20 clusters Score -9.885982e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 89457 members 
Mstep: Class 6 contains 153111 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 70723 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 234018 members 
Mstep: Class 16 contains 122364 members 
Mstep: Class 18 contains 25807 members 
Mstep: Class 19 contains 40429 members 
Mstep: Class 22 contains 123042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859880.000000 Penalty: 42425.843750
Iteration 55Q: 20 clusters Score -9.885988e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 14512 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 89075 members 
Mstep: Class 6 contains 153184 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 70347 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 234230 members 
Mstep: Class 16 contains 122409 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 40524 members 
Mstep: Class 22 contains 122963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859760.000000 Penalty: 42425.843750
Iteration 56Q: 20 clusters Score -9.885976e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 4 contains 5696 members 
Mstep: Class 5 contains 88757 members 
Mstep: Class 6 contains 153259 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2206 members 
Mstep: Class 13 contains 70003 members 
Mstep: Class 14 contains 3939 members 
Mstep: Class 15 contains 234370 members 
Mstep: Class 16 contains 122463 members 
Mstep: Class 18 contains 26115 members 
Mstep: Class 19 contains 40609 members 
Mstep: Class 22 contains 122902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859896.000000 Penalty: 42425.843750
Iteration 57Q: 20 clusters Score -9.88599e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 88461 members 
Mstep: Class 6 contains 153322 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 69726 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 234471 members 
Mstep: Class 16 contains 122523 members 
Mstep: Class 18 contains 26203 members 
Mstep: Class 19 contains 40694 members 
Mstep: Class 22 contains 122854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860016.000000 Penalty: 42425.843750
Iteration 58Q: 20 clusters Score -9.886002e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 14480 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 88160 members 
Mstep: Class 6 contains 153360 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 2357 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 69485 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 234607 members 
Mstep: Class 16 contains 122575 members 
Mstep: Class 18 contains 26281 members 
Mstep: Class 19 contains 40777 members 
Mstep: Class 22 contains 122811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860056.000000 Penalty: 42425.843750
Iteration 59Q: 20 clusters Score -9.886006e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 14460 members 
Mstep: Class 4 contains 5583 members 
Mstep: Class 5 contains 87917 members 
Mstep: Class 6 contains 153365 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 2350 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 69302 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 234699 members 
Mstep: Class 16 contains 122613 members 
Mstep: Class 18 contains 26353 members 
Mstep: Class 19 contains 40845 members 
Mstep: Class 22 contains 122774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860176.000000 Penalty: 42425.843750
Iteration 60F: 20 clusters Score -9.886018e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 14452 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 87701 members 
Mstep: Class 6 contains 153392 members 
Mstep: Class 7 contains 3356 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 69072 members 
Mstep: Class 14 contains 4149 members 
Mstep: Class 15 contains 234780 members 
Mstep: Class 16 contains 122643 members 
Mstep: Class 18 contains 26478 members 
Mstep: Class 19 contains 40899 members 
Mstep: Class 22 contains 122734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859952.000000 Penalty: 42425.843750
Iteration 61Q: 20 clusters Score -9.885995e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 87495 members 
Mstep: Class 6 contains 153409 members 
Mstep: Class 7 contains 3370 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 2339 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 68861 members 
Mstep: Class 14 contains 4202 members 
Mstep: Class 15 contains 234814 members 
Mstep: Class 16 contains 122678 members 
Mstep: Class 18 contains 26615 members 
Mstep: Class 19 contains 40964 members 
Mstep: Class 22 contains 122693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859952.000000 Penalty: 42425.843750
Iteration 62Q: 20 clusters Score -9.885995e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 14423 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 87309 members 
Mstep: Class 6 contains 153434 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2231 members 
Mstep: Class 13 contains 68693 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 234816 members 
Mstep: Class 16 contains 122698 members 
Mstep: Class 18 contains 26728 members 
Mstep: Class 19 contains 41030 members 
Mstep: Class 22 contains 122650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859976.000000 Penalty: 42425.843750
Iteration 63Q: 20 clusters Score -9.885998e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14418 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 87140 members 
Mstep: Class 6 contains 153441 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 68551 members 
Mstep: Class 14 contains 4297 members 
Mstep: Class 15 contains 234837 members 
Mstep: Class 16 contains 122718 members 
Mstep: Class 18 contains 26816 members 
Mstep: Class 19 contains 41092 members 
Mstep: Class 22 contains 122613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860064.000000 Penalty: 42425.843750
Iteration 64Q: 20 clusters Score -9.886006e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 86974 members 
Mstep: Class 6 contains 153464 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 68424 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 234854 members 
Mstep: Class 16 contains 122744 members 
Mstep: Class 18 contains 26900 members 
Mstep: Class 19 contains 41145 members 
Mstep: Class 22 contains 122580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860032.000000 Penalty: 42425.843750
Iteration 65Q: 20 clusters Score -9.886003e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 14406 members 
Mstep: Class 4 contains 5399 members 
Mstep: Class 5 contains 86837 members 
Mstep: Class 6 contains 153475 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 2330 members 
Mstep: Class 10 contains 2331 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 68300 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 234883 members 
Mstep: Class 16 contains 122762 members 
Mstep: Class 18 contains 26964 members 
Mstep: Class 19 contains 41210 members 
Mstep: Class 22 contains 122541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860064.000000 Penalty: 42425.843750
Iteration 66Q: 20 clusters Score -9.886006e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 14404 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 86743 members 
Mstep: Class 6 contains 153471 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 68201 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 234874 members 
Mstep: Class 16 contains 122779 members 
Mstep: Class 18 contains 27030 members 
Mstep: Class 19 contains 41271 members 
Mstep: Class 22 contains 122504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860216.000000 Penalty: 42425.843750
Iteration 67Q: 20 clusters Score -9.886022e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 14394 members 
Mstep: Class 4 contains 5359 members 
Mstep: Class 5 contains 86641 members 
Mstep: Class 6 contains 153471 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 68118 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 234851 members 
Mstep: Class 16 contains 122800 members 
Mstep: Class 18 contains 27089 members 
Mstep: Class 19 contains 41343 members 
Mstep: Class 22 contains 122468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860224.000000 Penalty: 42425.843750
Iteration 68Q: 20 clusters Score -9.886022e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 14398 members 
Mstep: Class 4 contains 5352 members 
Mstep: Class 5 contains 86517 members 
Mstep: Class 6 contains 153477 members 
Mstep: Class 7 contains 3412 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 2318 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 68048 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 234849 members 
Mstep: Class 16 contains 122809 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 41402 members 
Mstep: Class 22 contains 122434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860112.000000 Penalty: 42425.843750
Iteration 69Q: 20 clusters Score -9.886011e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14385 members 
Mstep: Class 4 contains 5344 members 
Mstep: Class 5 contains 86402 members 
Mstep: Class 6 contains 153521 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 68004 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 234821 members 
Mstep: Class 16 contains 122810 members 
Mstep: Class 18 contains 27175 members 
Mstep: Class 19 contains 41447 members 
Mstep: Class 22 contains 122408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860208.000000 Penalty: 42425.843750
Iteration 70Q: 20 clusters Score -9.886021e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 86315 members 
Mstep: Class 6 contains 153542 members 
Mstep: Class 7 contains 3436 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 2312 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 67967 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 234806 members 
Mstep: Class 16 contains 122822 members 
Mstep: Class 18 contains 27208 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 22 contains 122394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860280.000000 Penalty: 42425.843750
Iteration 71Q: 20 clusters Score -9.886028e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14370 members 
Mstep: Class 4 contains 5334 members 
Mstep: Class 5 contains 86251 members 
Mstep: Class 6 contains 153549 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 67940 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 234823 members 
Mstep: Class 16 contains 122809 members 
Mstep: Class 18 contains 27230 members 
Mstep: Class 19 contains 41492 members 
Mstep: Class 22 contains 122375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860112.000000 Penalty: 42425.843750
Iteration 72Q: 20 clusters Score -9.886011e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 5324 members 
Mstep: Class 5 contains 86192 members 
Mstep: Class 6 contains 153565 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 2303 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 67915 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 234827 members 
Mstep: Class 16 contains 122795 members 
Mstep: Class 18 contains 27263 members 
Mstep: Class 19 contains 41521 members 
Mstep: Class 22 contains 122361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860152.000000 Penalty: 42425.843750
Iteration 73Q: 20 clusters Score -9.886015e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 86139 members 
Mstep: Class 6 contains 153577 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 2255 members 
Mstep: Class 13 contains 67894 members 
Mstep: Class 14 contains 4469 members 
Mstep: Class 15 contains 234827 members 
Mstep: Class 16 contains 122786 members 
Mstep: Class 18 contains 27282 members 
Mstep: Class 19 contains 41543 members 
Mstep: Class 22 contains 122345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860136.000000 Penalty: 42425.843750
Iteration 74Q: 20 clusters Score -9.886014e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 86084 members 
Mstep: Class 6 contains 153586 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 67864 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 234821 members 
Mstep: Class 16 contains 122789 members 
Mstep: Class 18 contains 27296 members 
Mstep: Class 19 contains 41564 members 
Mstep: Class 22 contains 122335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860120.000000 Penalty: 42425.843750
Iteration 75Q: 20 clusters Score -9.886012e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 4 contains 5303 members 
Mstep: Class 5 contains 86037 members 
Mstep: Class 6 contains 153579 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 67837 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 234831 members 
Mstep: Class 16 contains 122785 members 
Mstep: Class 18 contains 27310 members 
Mstep: Class 19 contains 41573 members 
Mstep: Class 22 contains 122322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860128.000000 Penalty: 42425.843750
Iteration 76Q: 20 clusters Score -9.886013e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14370 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 85988 members 
Mstep: Class 6 contains 153588 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 67809 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 15 contains 234816 members 
Mstep: Class 16 contains 122778 members 
Mstep: Class 18 contains 27320 members 
Mstep: Class 19 contains 41592 members 
Mstep: Class 22 contains 122314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860336.000000 Penalty: 42425.843750
Iteration 77Q: 20 clusters Score -9.886034e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 85951 members 
Mstep: Class 6 contains 153591 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 67783 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 234790 members 
Mstep: Class 16 contains 122772 members 
Mstep: Class 18 contains 27328 members 
Mstep: Class 19 contains 41612 members 
Mstep: Class 22 contains 122310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860288.000000 Penalty: 42425.843750
Iteration 78Q: 20 clusters Score -9.886029e+07 nChanged 211
Entering ConstructFrom: 
Score: -98860288.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (30640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Entering Unmasked Estep 
Score: -3375694.500000 Penalty: 1678.635010
	Iteration 0F: 2 clusters Score -3375694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3354952.750000 Penalty: 3357.270020
	Iteration 0F: 3 clusters Score -3354953 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3362829.250000 Penalty: 3357.270020
	Iteration 1F: 3 clusters Score -3362829 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3363314.750000 Penalty: 3357.270020
	Iteration 2Q: 3 clusters Score -3363315 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3363783.250000 Penalty: 3357.270020
	Iteration 3Q: 3 clusters Score -3363783 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3364405.250000 Penalty: 3357.270020
	Iteration 4Q: 3 clusters Score -3364405 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3365252.250000 Penalty: 3357.270020
	Iteration 5F: 3 clusters Score -3365252 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3366395.500000 Penalty: 3357.270020
	Iteration 6F: 3 clusters Score -3366396 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3367785.000000 Penalty: 3357.270020
	Iteration 7F: 3 clusters Score -3367785 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3369323.250000 Penalty: 3357.270020
	Iteration 8F: 3 clusters Score -3369323 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3370764.750000 Penalty: 3357.270020
	Iteration 9F: 3 clusters Score -3370765 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3371942.250000 Penalty: 3357.270020
	Iteration 10Q: 3 clusters Score -3371942 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3372796.750000 Penalty: 3357.270020
	Iteration 11Q: 3 clusters Score -3372797 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3373266.250000 Penalty: 3357.270020
	Iteration 12Q: 3 clusters Score -3373266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3373580.750000 Penalty: 3357.270020
	Iteration 13Q: 3 clusters Score -3373581 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3373760.000000 Penalty: 3357.270020
	Iteration 14Q: 3 clusters Score -3373760 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3373891.000000 Penalty: 3357.270020
	Iteration 15Q: 3 clusters Score -3373891 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3373972.500000 Penalty: 3357.270020
	Iteration 16Q: 3 clusters Score -3373972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3374025.750000 Penalty: 3357.270020
	Iteration 17Q: 3 clusters Score -3374026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3374068.000000 Penalty: 3357.270020
	Iteration 18Q: 3 clusters Score -3374068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3374111.000000 Penalty: 3357.270020
	Iteration 19Q: 3 clusters Score -3374111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3374131.250000 Penalty: 3357.270020
	Iteration 20F: 3 clusters Score -3374131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3374137.000000 Penalty: 3357.270020
	Iteration 21Q: 3 clusters Score -3374137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3374145.250000 Penalty: 3357.270020
	Iteration 22Q: 3 clusters Score -3374145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3374159.250000 Penalty: 3357.270020
	Iteration 23Q: 3 clusters Score -3374159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3374161.500000 Penalty: 3357.270020
	Iteration 24Q: 3 clusters Score -3374162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3374164.500000 Penalty: 3357.270020
	Iteration 25Q: 3 clusters Score -3374164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3374173.250000 Penalty: 3357.270020
	Iteration 26Q: 3 clusters Score -3374173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3374173.500000 Penalty: 3357.270020
	Iteration 27Q: 3 clusters Score -3374174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3374179.750000 Penalty: 3357.270020
	Iteration 28Q: 3 clusters Score -3374180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3374180.500000 Penalty: 3357.270020
	Iteration 29Q: 3 clusters Score -3374180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3374185.000000 Penalty: 3357.270020
	Iteration 30Q: 3 clusters Score -3374185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3374190.250000 Penalty: 3357.270020
	Iteration 31Q: 3 clusters Score -3374190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3374192.000000 Penalty: 3357.270020
	Iteration 32Q: 3 clusters Score -3374192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3374195.250000 Penalty: 3357.270020
	Iteration 33Q: 3 clusters Score -3374195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3374196.250000 Penalty: 3357.270020
	Iteration 34Q: 3 clusters Score -3374196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3374197.500000 Penalty: 3357.270020
	Iteration 35Q: 3 clusters Score -3374198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3374196.500000 Penalty: 3357.270020
	Iteration 36Q: 3 clusters Score -3374196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3374200.500000 Penalty: 3357.270020
	Iteration 37Q: 3 clusters Score -3374200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3374200.500000 Penalty: 3357.270020
	Iteration 38Q: 3 clusters Score -3374200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3374200.500000 Penalty: 3357.270020
	Iteration 39F: 3 clusters Score -3374200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -163726.343750 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -163726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161962.687500 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -161962.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162317.296875 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -162317.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162404.093750 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -162404.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -162449.265625 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -162449.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -162476.328125 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -162476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162493.984375 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -162494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162508.265625 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -162508.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -162531.718750 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -162531.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162557.687500 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -162557.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162570.609375 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -162570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162577.375000 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -162577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -162588.000000 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -162588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162596.218750 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -162596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -162603.796875 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -162603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162607.843750 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -162607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162609.796875 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -162609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162610.125000 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -162610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162610.125000 Penalty: 2376.145996
	Iteration 17F: 3 clusters Score -162610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Entering Unmasked Estep 
Score: -1590402.875000 Penalty: 1555.607178
	Iteration 0F: 2 clusters Score -1590403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1580421.000000 Penalty: 3111.214355
	Iteration 0F: 3 clusters Score -1580421 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1583835.375000 Penalty: 3111.214355
	Iteration 1F: 3 clusters Score -1583835 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1584068.625000 Penalty: 3111.214355
	Iteration 2F: 3 clusters Score -1584069 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1584251.500000 Penalty: 3111.214355
	Iteration 3Q: 3 clusters Score -1584252 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1584412.500000 Penalty: 3111.214355
	Iteration 4Q: 3 clusters Score -1584412 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1584575.750000 Penalty: 3111.214355
	Iteration 5Q: 3 clusters Score -1584576 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1584806.500000 Penalty: 3111.214355
	Iteration 6Q: 3 clusters Score -1584806 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1585131.375000 Penalty: 3111.214355
	Iteration 7Q: 3 clusters Score -1585131 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1585561.500000 Penalty: 3111.214355
	Iteration 8Q: 3 clusters Score -1585562 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1586106.375000 Penalty: 3111.214355
	Iteration 9F: 3 clusters Score -1586106 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1586775.375000 Penalty: 3111.214355
	Iteration 10F: 3 clusters Score -1586775 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1587367.000000 Penalty: 3111.214355
	Iteration 11F: 3 clusters Score -1587367 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1587797.625000 Penalty: 3111.214355
	Iteration 12Q: 3 clusters Score -1587798 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1588083.250000 Penalty: 3111.214355
	Iteration 13Q: 3 clusters Score -1588083 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1588279.250000 Penalty: 3111.214355
	Iteration 14Q: 3 clusters Score -1588279 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1588431.125000 Penalty: 3111.214355
	Iteration 15Q: 3 clusters Score -1588431 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1588577.875000 Penalty: 3111.214355
	Iteration 16Q: 3 clusters Score -1588578 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1588693.375000 Penalty: 3111.214355
	Iteration 17Q: 3 clusters Score -1588693 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1588797.750000 Penalty: 3111.214355
	Iteration 18Q: 3 clusters Score -1588798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1588886.000000 Penalty: 3111.214355
	Iteration 19Q: 3 clusters Score -1588886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1588941.750000 Penalty: 3111.214355
	Iteration 20F: 3 clusters Score -1588942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1588977.500000 Penalty: 3111.214355
	Iteration 21Q: 3 clusters Score -1588978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1589018.500000 Penalty: 3111.214355
	Iteration 22Q: 3 clusters Score -1589018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1589044.125000 Penalty: 3111.214355
	Iteration 23Q: 3 clusters Score -1589044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1589067.625000 Penalty: 3111.214355
	Iteration 24Q: 3 clusters Score -1589068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1589091.125000 Penalty: 3111.214355
	Iteration 25Q: 3 clusters Score -1589091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1589106.750000 Penalty: 3111.214355
	Iteration 26Q: 3 clusters Score -1589107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1589117.125000 Penalty: 3111.214355
	Iteration 27Q: 3 clusters Score -1589117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1589127.875000 Penalty: 3111.214355
	Iteration 28Q: 3 clusters Score -1589128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1589139.875000 Penalty: 3111.214355
	Iteration 29Q: 3 clusters Score -1589140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1589147.500000 Penalty: 3111.214355
	Iteration 30Q: 3 clusters Score -1589148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1589155.500000 Penalty: 3111.214355
	Iteration 31Q: 3 clusters Score -1589156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1589165.625000 Penalty: 3111.214355
	Iteration 32Q: 3 clusters Score -1589166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1589172.875000 Penalty: 3111.214355
	Iteration 33Q: 3 clusters Score -1589173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1589178.875000 Penalty: 3111.214355
	Iteration 34Q: 3 clusters Score -1589179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1589178.875000 Penalty: 3111.214355
	Iteration 35Q: 3 clusters Score -1589179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1589183.125000 Penalty: 3111.214355
	Iteration 36Q: 3 clusters Score -1589183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1589186.750000 Penalty: 3111.214355
	Iteration 37Q: 3 clusters Score -1589187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1589192.750000 Penalty: 3111.214355
	Iteration 38Q: 3 clusters Score -1589193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1589199.375000 Penalty: 3111.214355
	Iteration 39Q: 3 clusters Score -1589199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1589207.375000 Penalty: 3111.214355
	Iteration 40F: 3 clusters Score -1589207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1589208.750000 Penalty: 3111.214355
	Iteration 41Q: 3 clusters Score -1589209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1589212.125000 Penalty: 3111.214355
	Iteration 42Q: 3 clusters Score -1589212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1589213.875000 Penalty: 3111.214355
	Iteration 43Q: 3 clusters Score -1589214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1589213.000000 Penalty: 3111.214355
	Iteration 44Q: 3 clusters Score -1589213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1589215.125000 Penalty: 3111.214355
	Iteration 45Q: 3 clusters Score -1589215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1589213.375000 Penalty: 3111.214355
	Iteration 46Q: 3 clusters Score -1589213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1589216.750000 Penalty: 3111.214355
	Iteration 47Q: 3 clusters Score -1589217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1589217.125000 Penalty: 3111.214355
	Iteration 48Q: 3 clusters Score -1589217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1589218.500000 Penalty: 3111.214355
	Iteration 49Q: 3 clusters Score -1589218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1589217.375000 Penalty: 3111.214355
	Iteration 50Q: 3 clusters Score -1589217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1589219.000000 Penalty: 3111.214355
	Iteration 51Q: 3 clusters Score -1589219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1589217.875000 Penalty: 3111.214355
	Iteration 52Q: 3 clusters Score -1589218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1589218.625000 Penalty: 3111.214355
	Iteration 53Q: 3 clusters Score -1589219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1589217.625000 Penalty: 3111.214355
	Iteration 54Q: 3 clusters Score -1589218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1589217.625000 Penalty: 3111.214355
	Iteration 55Q: 3 clusters Score -1589218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1589219.000000 Penalty: 3111.214355
	Iteration 56Q: 3 clusters Score -1589219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1589220.875000 Penalty: 3111.214355
	Iteration 57Q: 3 clusters Score -1589221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1589222.000000 Penalty: 3111.214355
	Iteration 58Q: 3 clusters Score -1589222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1589225.375000 Penalty: 3111.214355
	Iteration 59Q: 3 clusters Score -1589225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1589224.875000 Penalty: 3111.214355
	Iteration 60F: 3 clusters Score -1589225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1589226.500000 Penalty: 3111.214355
	Iteration 61Q: 3 clusters Score -1589226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1589229.500000 Penalty: 3111.214355
	Iteration 62Q: 3 clusters Score -1589230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1589228.250000 Penalty: 3111.214355
	Iteration 63Q: 3 clusters Score -1589228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1589229.750000 Penalty: 3111.214355
	Iteration 64Q: 3 clusters Score -1589230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1589229.125000 Penalty: 3111.214355
	Iteration 65Q: 3 clusters Score -1589229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1589231.500000 Penalty: 3111.214355
	Iteration 66Q: 3 clusters Score -1589232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1589233.125000 Penalty: 3111.214355
	Iteration 67Q: 3 clusters Score -1589233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1589233.875000 Penalty: 3111.214355
	Iteration 68Q: 3 clusters Score -1589234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1589234.625000 Penalty: 3111.214355
	Iteration 69Q: 3 clusters Score -1589235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1589234.625000 Penalty: 3111.214355
	Iteration 70Q: 3 clusters Score -1589235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1589234.875000 Penalty: 3111.214355
	Iteration 71Q: 3 clusters Score -1589235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1589236.125000 Penalty: 3111.214355
	Iteration 72Q: 3 clusters Score -1589236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1589236.500000 Penalty: 3111.214355
	Iteration 73Q: 3 clusters Score -1589236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1589236.500000 Penalty: 3111.214355
	Iteration 74F: 3 clusters Score -1589236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -583992.812500 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -583992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -579793.500000 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -579793.5 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -580938.312500 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -580938.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -581077.312500 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -581077.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -581181.937500 Penalty: 2786.902588
	Iteration 3Q: 3 clusters Score -581181.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -581250.250000 Penalty: 2786.902588
	Iteration 4Q: 3 clusters Score -581250.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -581300.750000 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -581300.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -581336.312500 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -581336.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -581365.625000 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -581365.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -581392.000000 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -581392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -581409.000000 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -581409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -581427.750000 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -581427.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -581443.937500 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -581443.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -581455.250000 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -581455.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -581466.187500 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -581466.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -581477.500000 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -581477.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -581484.750000 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -581484.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -581493.937500 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -581493.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -581497.750000 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -581497.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -581504.375000 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -581504.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -581509.000000 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -581509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -581513.937500 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -581513.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -581524.562500 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -581524.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -581533.375000 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -581533.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -581546.000000 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -581546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -581558.500000 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -581558.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -581574.125000 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -581574.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -581586.437500 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -581586.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -581599.625000 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -581599.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -581614.250000 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -581614.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -581632.437500 Penalty: 2786.902588
	Iteration 29Q: 3 clusters Score -581632.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -581664.500000 Penalty: 2786.902588
	Iteration 30Q: 3 clusters Score -581664.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -581707.375000 Penalty: 2786.902588
	Iteration 31Q: 3 clusters Score -581707.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -581747.750000 Penalty: 2786.902588
	Iteration 32Q: 3 clusters Score -581747.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -581794.937500 Penalty: 2786.902588
	Iteration 33Q: 3 clusters Score -581794.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -581847.687500 Penalty: 2786.902588
	Iteration 34Q: 3 clusters Score -581847.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -581923.125000 Penalty: 2786.902588
	Iteration 35Q: 3 clusters Score -581923.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -581998.187500 Penalty: 2786.902588
	Iteration 36Q: 3 clusters Score -581998.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -582086.750000 Penalty: 2786.902588
	Iteration 37Q: 3 clusters Score -582086.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -582163.562500 Penalty: 2786.902588
	Iteration 38Q: 3 clusters Score -582163.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -582247.062500 Penalty: 2786.902588
	Iteration 39Q: 3 clusters Score -582247.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -582315.125000 Penalty: 2786.902588
	Iteration 40F: 3 clusters Score -582315.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -582389.562500 Penalty: 2786.902588
	Iteration 41Q: 3 clusters Score -582389.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -582464.312500 Penalty: 2786.902588
	Iteration 42Q: 3 clusters Score -582464.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -582544.687500 Penalty: 2786.902588
	Iteration 43Q: 3 clusters Score -582544.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -582610.125000 Penalty: 2786.902588
	Iteration 44Q: 3 clusters Score -582610.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -582677.250000 Penalty: 2786.902588
	Iteration 45Q: 3 clusters Score -582677.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -582726.562500 Penalty: 2786.902588
	Iteration 46Q: 3 clusters Score -582726.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -582763.625000 Penalty: 2786.902588
	Iteration 47Q: 3 clusters Score -582763.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -582793.562500 Penalty: 2786.902588
	Iteration 48Q: 3 clusters Score -582793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -582817.437500 Penalty: 2786.902588
	Iteration 49Q: 3 clusters Score -582817.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -582830.437500 Penalty: 2786.902588
	Iteration 50Q: 3 clusters Score -582830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -582839.250000 Penalty: 2786.902588
	Iteration 51Q: 3 clusters Score -582839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -582845.687500 Penalty: 2786.902588
	Iteration 52Q: 3 clusters Score -582845.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -582851.625000 Penalty: 2786.902588
	Iteration 53Q: 3 clusters Score -582851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -582855.312500 Penalty: 2786.902588
	Iteration 54Q: 3 clusters Score -582855.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -582858.437500 Penalty: 2786.902588
	Iteration 55Q: 3 clusters Score -582858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -582862.375000 Penalty: 2786.902588
	Iteration 56Q: 3 clusters Score -582862.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -582867.937500 Penalty: 2786.902588
	Iteration 57Q: 3 clusters Score -582867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -582869.812500 Penalty: 2786.902588
	Iteration 58Q: 3 clusters Score -582869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -582871.437500 Penalty: 2786.902588
	Iteration 59Q: 3 clusters Score -582871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -582873.750000 Penalty: 2786.902588
	Iteration 60F: 3 clusters Score -582873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -582874.250000 Penalty: 2786.902588
	Iteration 61Q: 3 clusters Score -582874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -582874.125000 Penalty: 2786.902588
	Iteration 62Q: 3 clusters Score -582874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -582876.125000 Penalty: 2786.902588
	Iteration 63Q: 3 clusters Score -582876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -582877.062500 Penalty: 2786.902588
	Iteration 64Q: 3 clusters Score -582877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -582879.250000 Penalty: 2786.902588
	Iteration 65Q: 3 clusters Score -582879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -582881.562500 Penalty: 2786.902588
	Iteration 66Q: 3 clusters Score -582881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -582883.500000 Penalty: 2786.902588
	Iteration 67Q: 3 clusters Score -582883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -582884.125000 Penalty: 2786.902588
	Iteration 68Q: 3 clusters Score -582884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -582884.812500 Penalty: 2786.902588
	Iteration 69Q: 3 clusters Score -582884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -582884.625000 Penalty: 2786.902588
	Iteration 70Q: 3 clusters Score -582884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -582885.937500 Penalty: 2786.902588
	Iteration 71Q: 3 clusters Score -582885.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -582885.937500 Penalty: 2786.902588
	Iteration 72F: 3 clusters Score -582885.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Entering Unmasked Estep 
Score: -9372015.000000 Penalty: 1846.175415
	Iteration 0F: 2 clusters Score -9372015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -9314604.000000 Penalty: 3692.350830
	Iteration 0F: 3 clusters Score -9314604 nChanged 40958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -9337949.000000 Penalty: 3692.350830
	Iteration 1F: 3 clusters Score -9337949 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -9338714.000000 Penalty: 3692.350830
	Iteration 2Q: 3 clusters Score -9338714 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -9339620.000000 Penalty: 3692.350830
	Iteration 3Q: 3 clusters Score -9339620 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -9341064.000000 Penalty: 3692.350830
	Iteration 4Q: 3 clusters Score -9341064 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -9343279.000000 Penalty: 3692.350830
	Iteration 5F: 3 clusters Score -9343279 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9346988.000000 Penalty: 3692.350830
	Iteration 6F: 3 clusters Score -9346988 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -9352333.000000 Penalty: 3692.350830
	Iteration 7F: 3 clusters Score -9352333 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9358191.000000 Penalty: 3692.350830
	Iteration 8F: 3 clusters Score -9358191 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -9362952.000000 Penalty: 3692.350830
	Iteration 9F: 3 clusters Score -9362952 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -9366089.000000 Penalty: 3692.350830
	Iteration 10Q: 3 clusters Score -9366089 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9367834.000000 Penalty: 3692.350830
	Iteration 11Q: 3 clusters Score -9367834 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9368852.000000 Penalty: 3692.350830
	Iteration 12Q: 3 clusters Score -9368852 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9369492.000000 Penalty: 3692.350830
	Iteration 13Q: 3 clusters Score -9369492 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9369850.000000 Penalty: 3692.350830
	Iteration 14Q: 3 clusters Score -9369850 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9370082.000000 Penalty: 3692.350830
	Iteration 15Q: 3 clusters Score -9370082 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9370189.000000 Penalty: 3692.350830
	Iteration 16Q: 3 clusters Score -9370189 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9370297.000000 Penalty: 3692.350830
	Iteration 17Q: 3 clusters Score -9370297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9370342.000000 Penalty: 3692.350830
	Iteration 18Q: 3 clusters Score -9370342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9370384.000000 Penalty: 3692.350830
	Iteration 19Q: 3 clusters Score -9370384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9370409.000000 Penalty: 3692.350830
	Iteration 20F: 3 clusters Score -9370409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9370430.000000 Penalty: 3692.350830
	Iteration 21Q: 3 clusters Score -9370430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9370453.000000 Penalty: 3692.350830
	Iteration 22Q: 3 clusters Score -9370453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9370473.000000 Penalty: 3692.350830
	Iteration 23Q: 3 clusters Score -9370473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9370481.000000 Penalty: 3692.350830
	Iteration 24Q: 3 clusters Score -9370481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9370483.000000 Penalty: 3692.350830
	Iteration 25Q: 3 clusters Score -9370483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9370493.000000 Penalty: 3692.350830
	Iteration 26Q: 3 clusters Score -9370493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9370506.000000 Penalty: 3692.350830
	Iteration 27Q: 3 clusters Score -9370506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9370502.000000 Penalty: 3692.350830
	Iteration 28Q: 3 clusters Score -9370502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9370509.000000 Penalty: 3692.350830
	Iteration 29Q: 3 clusters Score -9370509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9370509.000000 Penalty: 3692.350830
	Iteration 30Q: 3 clusters Score -9370509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9370507.000000 Penalty: 3692.350830
	Iteration 31Q: 3 clusters Score -9370507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9370507.000000 Penalty: 3692.350830
	Iteration 32Q: 3 clusters Score -9370507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9370505.000000 Penalty: 3692.350830
	Iteration 33Q: 3 clusters Score -9370505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9370509.000000 Penalty: 3692.350830
	Iteration 34Q: 3 clusters Score -9370509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9370513.000000 Penalty: 3692.350830
	Iteration 35Q: 3 clusters Score -9370513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9370515.000000 Penalty: 3692.350830
	Iteration 36Q: 3 clusters Score -9370515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9370514.000000 Penalty: 3692.350830
	Iteration 37Q: 3 clusters Score -9370514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9370515.000000 Penalty: 3692.350830
	Iteration 38Q: 3 clusters Score -9370515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9370515.000000 Penalty: 3692.350830
	Iteration 39F: 3 clusters Score -9370515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Entering Unmasked Estep 
Score: -16733449.000000 Penalty: 1940.595459
	Iteration 0F: 2 clusters Score -1.673345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -16633235.000000 Penalty: 3881.190918
	Iteration 0F: 3 clusters Score -1.663324e+07 nChanged 74251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -16677103.000000 Penalty: 3881.190918
	Iteration 1F: 3 clusters Score -1.66771e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -16678416.000000 Penalty: 3881.190918
	Iteration 2Q: 3 clusters Score -1.667842e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -16679886.000000 Penalty: 3881.190918
	Iteration 3Q: 3 clusters Score -1.667989e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -16681975.000000 Penalty: 3881.190918
	Iteration 4Q: 3 clusters Score -1.668198e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -16684544.000000 Penalty: 3881.190918
	Iteration 5Q: 3 clusters Score -1.668454e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -16688216.000000 Penalty: 3881.190918
	Iteration 6Q: 3 clusters Score -1.668822e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -16693085.000000 Penalty: 3881.190918
	Iteration 7F: 3 clusters Score -1.669308e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -16699309.000000 Penalty: 3881.190918
	Iteration 8F: 3 clusters Score -1.669931e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -16705821.000000 Penalty: 3881.190918
	Iteration 9F: 3 clusters Score -1.670582e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -16711210.000000 Penalty: 3881.190918
	Iteration 10F: 3 clusters Score -1.671121e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -16714949.000000 Penalty: 3881.190918
	Iteration 11Q: 3 clusters Score -1.671495e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -16717376.000000 Penalty: 3881.190918
	Iteration 12Q: 3 clusters Score -1.671738e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -16718987.000000 Penalty: 3881.190918
	Iteration 13Q: 3 clusters Score -1.671899e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -16720288.000000 Penalty: 3881.190918
	Iteration 14Q: 3 clusters Score -1.672029e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130327 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -16721527.000000 Penalty: 3881.190918
	Iteration 15Q: 3 clusters Score -1.672153e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133077 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -16722867.000000 Penalty: 3881.190918
	Iteration 16Q: 3 clusters Score -1.672287e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135735 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -16724162.000000 Penalty: 3881.190918
	Iteration 17Q: 3 clusters Score -1.672416e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -16725221.000000 Penalty: 3881.190918
	Iteration 18Q: 3 clusters Score -1.672522e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140677 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -16726308.000000 Penalty: 3881.190918
	Iteration 19Q: 3 clusters Score -1.672631e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -16727378.000000 Penalty: 3881.190918
	Iteration 20F: 3 clusters Score -1.672738e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -16728333.000000 Penalty: 3881.190918
	Iteration 21Q: 3 clusters Score -1.672833e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146929 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -16729106.000000 Penalty: 3881.190918
	Iteration 22Q: 3 clusters Score -1.672911e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148593 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -16729893.000000 Penalty: 3881.190918
	Iteration 23Q: 3 clusters Score -1.672989e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -16730532.000000 Penalty: 3881.190918
	Iteration 24Q: 3 clusters Score -1.673053e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151048 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -16731018.000000 Penalty: 3881.190918
	Iteration 25Q: 3 clusters Score -1.673102e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16731370.000000 Penalty: 3881.190918
	Iteration 26Q: 3 clusters Score -1.673137e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152187 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16731547.000000 Penalty: 3881.190918
	Iteration 27Q: 3 clusters Score -1.673155e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16731641.000000 Penalty: 3881.190918
	Iteration 28Q: 3 clusters Score -1.673164e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16731686.000000 Penalty: 3881.190918
	Iteration 29Q: 3 clusters Score -1.673169e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16731763.000000 Penalty: 3881.190918
	Iteration 30Q: 3 clusters Score -1.673176e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16731805.000000 Penalty: 3881.190918
	Iteration 31Q: 3 clusters Score -1.67318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16731829.000000 Penalty: 3881.190918
	Iteration 32Q: 3 clusters Score -1.673183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152943 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16731825.000000 Penalty: 3881.190918
	Iteration 33Q: 3 clusters Score -1.673182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16731829.000000 Penalty: 3881.190918
	Iteration 34Q: 3 clusters Score -1.673183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16731875.000000 Penalty: 3881.190918
	Iteration 35Q: 3 clusters Score -1.673188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16731872.000000 Penalty: 3881.190918
	Iteration 36Q: 3 clusters Score -1.673187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153054 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16731883.000000 Penalty: 3881.190918
	Iteration 37Q: 3 clusters Score -1.673188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16731901.000000 Penalty: 3881.190918
	Iteration 38Q: 3 clusters Score -1.67319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16731908.000000 Penalty: 3881.190918
	Iteration 39Q: 3 clusters Score -1.673191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16731905.000000 Penalty: 3881.190918
	Iteration 40F: 3 clusters Score -1.67319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16731902.000000 Penalty: 3881.190918
	Iteration 41Q: 3 clusters Score -1.67319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16731912.000000 Penalty: 3881.190918
	Iteration 42Q: 3 clusters Score -1.673191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -16731913.000000 Penalty: 3881.190918
	Iteration 43Q: 3 clusters Score -1.673191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153115 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -16731911.000000 Penalty: 3881.190918
	Iteration 44Q: 3 clusters Score -1.673191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153120 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16731910.000000 Penalty: 3881.190918
	Iteration 45Q: 3 clusters Score -1.673191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16731908.000000 Penalty: 3881.190918
	Iteration 46Q: 3 clusters Score -1.673191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16731919.000000 Penalty: 3881.190918
	Iteration 47Q: 3 clusters Score -1.673192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16731917.000000 Penalty: 3881.190918
	Iteration 48Q: 3 clusters Score -1.673192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16731917.000000 Penalty: 3881.190918
	Iteration 49F: 3 clusters Score -1.673192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -357074.718750 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -357074.7 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 1782 members 
Entering Unmasked Estep 
Score: -354148.500000 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -354148.5 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -354990.468750 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -354990.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -355202.812500 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -355202.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -355435.812500 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -355435.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -355767.125000 Penalty: 2651.982666
	Iteration 4F: 3 clusters Score -355767.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -356307.062500 Penalty: 2651.982666
	Iteration 5F: 3 clusters Score -356307.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -356827.062500 Penalty: 2651.982666
	Iteration 6F: 3 clusters Score -356827.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -357185.093750 Penalty: 2651.982666
	Iteration 7F: 3 clusters Score -357185.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -357386.343750 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -357386.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -357490.468750 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -357490.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -357542.125000 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -357542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -357556.156250 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -357556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -357562.312500 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -357562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -357567.062500 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -357567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -357570.000000 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -357570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -357571.375000 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -357571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -357571.375000 Penalty: 2651.982666
	Iteration 16F: 3 clusters Score -357571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 85912 members 
Mstep: Class 6 contains 153603 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 67761 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 234787 members 
Mstep: Class 16 contains 122767 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 41625 members 
Mstep: Class 22 contains 122302 members 
Entering Unmasked Estep 
Score: -98860024.000000 Penalty: 44658.785156
Splitting cluster 7 changes total score from -98860288.000000 to -98860024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -343883.875000 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -343883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -341088.500000 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -341088.5 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -342045.812500 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -342045.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -342613.437500 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -342613.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -343010.906250 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -343010.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -343345.500000 Penalty: 2622.129150
	Iteration 4F: 3 clusters Score -343345.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -343625.031250 Penalty: 2622.129150
	Iteration 5F: 3 clusters Score -343625 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -343792.531250 Penalty: 2622.129150
	Iteration 6Q: 3 clusters Score -343792.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -343893.843750 Penalty: 2622.129150
	Iteration 7Q: 3 clusters Score -343893.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -343936.062500 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -343936.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -343943.750000 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -343943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -343952.812500 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -343952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -343958.625000 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -343958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -343966.031250 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -343966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -343968.125000 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -343968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -343968.125000 Penalty: 2622.129150
	Iteration 14F: 3 clusters Score -343968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 85912 members 
Mstep: Class 6 contains 153603 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 67761 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 234787 members 
Mstep: Class 16 contains 122767 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 41625 members 
Mstep: Class 22 contains 122302 members 
Entering Unmasked Estep 
Score: -98859416.000000 Penalty: 44658.785156
Splitting cluster 8 changes total score from -98860288.000000 to -98859416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -247893.328125 Penalty: 1257.007935
	Iteration 0F: 2 clusters Score -247893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -245694.406250 Penalty: 2514.015869
	Iteration 0F: 3 clusters Score -245694.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -246250.687500 Penalty: 2514.015869
	Iteration 1F: 3 clusters Score -246250.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -246355.718750 Penalty: 2514.015869
	Iteration 2F: 3 clusters Score -246355.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -246421.750000 Penalty: 2514.015869
	Iteration 3Q: 3 clusters Score -246421.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -246467.031250 Penalty: 2514.015869
	Iteration 4Q: 3 clusters Score -246467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -246493.343750 Penalty: 2514.015869
	Iteration 5Q: 3 clusters Score -246493.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -246519.312500 Penalty: 2514.015869
	Iteration 6Q: 3 clusters Score -246519.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -246540.062500 Penalty: 2514.015869
	Iteration 7Q: 3 clusters Score -246540.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -246553.750000 Penalty: 2514.015869
	Iteration 8Q: 3 clusters Score -246553.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -246564.312500 Penalty: 2514.015869
	Iteration 9Q: 3 clusters Score -246564.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -246576.484375 Penalty: 2514.015869
	Iteration 10Q: 3 clusters Score -246576.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -246585.156250 Penalty: 2514.015869
	Iteration 11Q: 3 clusters Score -246585.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -246594.000000 Penalty: 2514.015869
	Iteration 12Q: 3 clusters Score -246594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -246603.546875 Penalty: 2514.015869
	Iteration 13Q: 3 clusters Score -246603.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -246612.140625 Penalty: 2514.015869
	Iteration 14Q: 3 clusters Score -246612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -246619.328125 Penalty: 2514.015869
	Iteration 15Q: 3 clusters Score -246619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -246626.000000 Penalty: 2514.015869
	Iteration 16Q: 3 clusters Score -246626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -246632.218750 Penalty: 2514.015869
	Iteration 17Q: 3 clusters Score -246632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -246637.640625 Penalty: 2514.015869
	Iteration 18Q: 3 clusters Score -246637.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -246643.015625 Penalty: 2514.015869
	Iteration 19Q: 3 clusters Score -246643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -246647.312500 Penalty: 2514.015869
	Iteration 20F: 3 clusters Score -246647.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -246652.125000 Penalty: 2514.015869
	Iteration 21Q: 3 clusters Score -246652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -246659.000000 Penalty: 2514.015869
	Iteration 22Q: 3 clusters Score -246659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -246661.656250 Penalty: 2514.015869
	Iteration 23Q: 3 clusters Score -246661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -246665.953125 Penalty: 2514.015869
	Iteration 24Q: 3 clusters Score -246666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -246669.453125 Penalty: 2514.015869
	Iteration 25Q: 3 clusters Score -246669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -246674.343750 Penalty: 2514.015869
	Iteration 26Q: 3 clusters Score -246674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -246682.640625 Penalty: 2514.015869
	Iteration 27Q: 3 clusters Score -246682.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -246690.046875 Penalty: 2514.015869
	Iteration 28Q: 3 clusters Score -246690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -246698.906250 Penalty: 2514.015869
	Iteration 29Q: 3 clusters Score -246698.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -246709.671875 Penalty: 2514.015869
	Iteration 30Q: 3 clusters Score -246709.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -246727.296875 Penalty: 2514.015869
	Iteration 31Q: 3 clusters Score -246727.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -246748.437500 Penalty: 2514.015869
	Iteration 32Q: 3 clusters Score -246748.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -246771.328125 Penalty: 2514.015869
	Iteration 33Q: 3 clusters Score -246771.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -246793.421875 Penalty: 2514.015869
	Iteration 34Q: 3 clusters Score -246793.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -246824.578125 Penalty: 2514.015869
	Iteration 35Q: 3 clusters Score -246824.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -246857.890625 Penalty: 2514.015869
	Iteration 36Q: 3 clusters Score -246857.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -246891.328125 Penalty: 2514.015869
	Iteration 37Q: 3 clusters Score -246891.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -246916.062500 Penalty: 2514.015869
	Iteration 38Q: 3 clusters Score -246916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -246930.890625 Penalty: 2514.015869
	Iteration 39Q: 3 clusters Score -246930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -246943.718750 Penalty: 2514.015869
	Iteration 40F: 3 clusters Score -246943.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -246951.171875 Penalty: 2514.015869
	Iteration 41Q: 3 clusters Score -246951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -246958.890625 Penalty: 2514.015869
	Iteration 42Q: 3 clusters Score -246958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -246968.578125 Penalty: 2514.015869
	Iteration 43Q: 3 clusters Score -246968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -246976.312500 Penalty: 2514.015869
	Iteration 44Q: 3 clusters Score -246976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -246982.187500 Penalty: 2514.015869
	Iteration 45Q: 3 clusters Score -246982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -246982.687500 Penalty: 2514.015869
	Iteration 46Q: 3 clusters Score -246982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -246983.859375 Penalty: 2514.015869
	Iteration 47Q: 3 clusters Score -246983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -246984.359375 Penalty: 2514.015869
	Iteration 48Q: 3 clusters Score -246984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -246984.359375 Penalty: 2514.015869
	Iteration 49F: 3 clusters Score -246984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -250598.015625 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -250598 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 1126 members 
Entering Unmasked Estep 
Score: -248341.343750 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -248341.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -248901.687500 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -248901.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -249104.015625 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -249104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249240.890625 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -249240.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -249348.062500 Penalty: 2515.716064
	Iteration 4F: 3 clusters Score -249348.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -249423.750000 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -249423.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -249481.281250 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -249481.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -249522.156250 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -249522.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -249553.375000 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -249553.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -249584.734375 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -249584.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -249604.890625 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -249604.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -249616.890625 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -249616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -249629.203125 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -249629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -249637.125000 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -249637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -249642.812500 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -249642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -249648.062500 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -249648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -249653.296875 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -249653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -249656.234375 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -249656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -249657.906250 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -249657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -249659.046875 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -249659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -249660.453125 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -249660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -249660.781250 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -249660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -249661.406250 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -249661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -249662.359375 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -249662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -249663.140625 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -249663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -249663.593750 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -249663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -249664.890625 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -249664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -249665.593750 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -249665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -249666.234375 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -249666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -249666.234375 Penalty: 2515.716064
	Iteration 29F: 3 clusters Score -249666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -244339.000000 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -244339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242150.296875 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -242150.3 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -242822.125000 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -242822.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -243156.640625 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -243156.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -243548.343750 Penalty: 2527.510010
	Iteration 3F: 3 clusters Score -243548.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -243963.781250 Penalty: 2527.510010
	Iteration 4F: 3 clusters Score -243963.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -244313.859375 Penalty: 2527.510010
	Iteration 5F: 3 clusters Score -244313.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -244557.578125 Penalty: 2527.510010
	Iteration 6F: 3 clusters Score -244557.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -244669.890625 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -244669.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -244709.843750 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -244709.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -244729.921875 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -244729.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -244745.875000 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -244745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -244755.140625 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -244755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -244762.437500 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -244762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -244764.265625 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -244764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -244764.265625 Penalty: 2527.510010
	Iteration 14F: 3 clusters Score -244764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 85912 members 
Mstep: Class 6 contains 153603 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 141 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 67761 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 234787 members 
Mstep: Class 16 contains 122767 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 41625 members 
Mstep: Class 22 contains 122302 members 
Entering Unmasked Estep 
Score: -98859696.000000 Penalty: 44658.785156
Splitting cluster 11 changes total score from -98860288.000000 to -98859696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -246617.484375 Penalty: 1254.791138
	Iteration 0F: 2 clusters Score -246617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -244394.703125 Penalty: 2509.582275
	Iteration 0F: 3 clusters Score -244394.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -244881.375000 Penalty: 2509.582275
	Iteration 1F: 3 clusters Score -244881.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244992.156250 Penalty: 2509.582275
	Iteration 2F: 3 clusters Score -244992.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -245061.828125 Penalty: 2509.582275
	Iteration 3Q: 3 clusters Score -245061.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245102.171875 Penalty: 2509.582275
	Iteration 4Q: 3 clusters Score -245102.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -245126.921875 Penalty: 2509.582275
	Iteration 5Q: 3 clusters Score -245126.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -245147.359375 Penalty: 2509.582275
	Iteration 6Q: 3 clusters Score -245147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -245161.093750 Penalty: 2509.582275
	Iteration 7Q: 3 clusters Score -245161.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -245172.078125 Penalty: 2509.582275
	Iteration 8Q: 3 clusters Score -245172.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -245178.625000 Penalty: 2509.582275
	Iteration 9Q: 3 clusters Score -245178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -245185.156250 Penalty: 2509.582275
	Iteration 10Q: 3 clusters Score -245185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -245189.375000 Penalty: 2509.582275
	Iteration 11Q: 3 clusters Score -245189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245194.281250 Penalty: 2509.582275
	Iteration 12Q: 3 clusters Score -245194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -245197.718750 Penalty: 2509.582275
	Iteration 13Q: 3 clusters Score -245197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -245199.484375 Penalty: 2509.582275
	Iteration 14Q: 3 clusters Score -245199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -245201.281250 Penalty: 2509.582275
	Iteration 15Q: 3 clusters Score -245201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245203.046875 Penalty: 2509.582275
	Iteration 16Q: 3 clusters Score -245203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245204.828125 Penalty: 2509.582275
	Iteration 17Q: 3 clusters Score -245204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245207.296875 Penalty: 2509.582275
	Iteration 18Q: 3 clusters Score -245207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245208.906250 Penalty: 2509.582275
	Iteration 19Q: 3 clusters Score -245208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245211.906250 Penalty: 2509.582275
	Iteration 20F: 3 clusters Score -245211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -245216.593750 Penalty: 2509.582275
	Iteration 21Q: 3 clusters Score -245216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245221.000000 Penalty: 2509.582275
	Iteration 22Q: 3 clusters Score -245221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -245222.312500 Penalty: 2509.582275
	Iteration 23Q: 3 clusters Score -245222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245225.015625 Penalty: 2509.582275
	Iteration 24Q: 3 clusters Score -245225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245229.984375 Penalty: 2509.582275
	Iteration 25Q: 3 clusters Score -245230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -245234.078125 Penalty: 2509.582275
	Iteration 26Q: 3 clusters Score -245234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -245235.218750 Penalty: 2509.582275
	Iteration 27Q: 3 clusters Score -245235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245237.812500 Penalty: 2509.582275
	Iteration 28Q: 3 clusters Score -245237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -245241.765625 Penalty: 2509.582275
	Iteration 29Q: 3 clusters Score -245241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -245245.218750 Penalty: 2509.582275
	Iteration 30Q: 3 clusters Score -245245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -245248.906250 Penalty: 2509.582275
	Iteration 31Q: 3 clusters Score -245248.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -245252.593750 Penalty: 2509.582275
	Iteration 32Q: 3 clusters Score -245252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -245258.328125 Penalty: 2509.582275
	Iteration 33Q: 3 clusters Score -245258.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -245263.468750 Penalty: 2509.582275
	Iteration 34Q: 3 clusters Score -245263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -245266.968750 Penalty: 2509.582275
	Iteration 35Q: 3 clusters Score -245267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245269.750000 Penalty: 2509.582275
	Iteration 36Q: 3 clusters Score -245269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -245272.093750 Penalty: 2509.582275
	Iteration 37Q: 3 clusters Score -245272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -245276.593750 Penalty: 2509.582275
	Iteration 38Q: 3 clusters Score -245276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -245279.375000 Penalty: 2509.582275
	Iteration 39Q: 3 clusters Score -245279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -245281.546875 Penalty: 2509.582275
	Iteration 40F: 3 clusters Score -245281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -245284.343750 Penalty: 2509.582275
	Iteration 41Q: 3 clusters Score -245284.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -245288.296875 Penalty: 2509.582275
	Iteration 42Q: 3 clusters Score -245288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -245290.296875 Penalty: 2509.582275
	Iteration 43Q: 3 clusters Score -245290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -245290.921875 Penalty: 2509.582275
	Iteration 44Q: 3 clusters Score -245290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245291.375000 Penalty: 2509.582275
	Iteration 45Q: 3 clusters Score -245291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -245292.828125 Penalty: 2509.582275
	Iteration 46Q: 3 clusters Score -245292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -245293.828125 Penalty: 2509.582275
	Iteration 47Q: 3 clusters Score -245293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -245294.390625 Penalty: 2509.582275
	Iteration 48Q: 3 clusters Score -245294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -245295.453125 Penalty: 2509.582275
	Iteration 49Q: 3 clusters Score -245295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -245296.562500 Penalty: 2509.582275
	Iteration 50Q: 3 clusters Score -245296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -245299.343750 Penalty: 2509.582275
	Iteration 51Q: 3 clusters Score -245299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -245302.843750 Penalty: 2509.582275
	Iteration 52Q: 3 clusters Score -245302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245304.687500 Penalty: 2509.582275
	Iteration 53Q: 3 clusters Score -245304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -245305.390625 Penalty: 2509.582275
	Iteration 54Q: 3 clusters Score -245305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -245305.703125 Penalty: 2509.582275
	Iteration 55Q: 3 clusters Score -245305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -245306.546875 Penalty: 2509.582275
	Iteration 56Q: 3 clusters Score -245306.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -245306.546875 Penalty: 2509.582275
	Iteration 57F: 3 clusters Score -245306.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Entering Unmasked Estep 
Score: -7427493.500000 Penalty: 1807.608032
	Iteration 0F: 2 clusters Score -7427494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7382234.000000 Penalty: 3615.216064
	Iteration 0F: 3 clusters Score -7382234 nChanged 32062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7400587.500000 Penalty: 3615.216064
	Iteration 1F: 3 clusters Score -7400588 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7401362.000000 Penalty: 3615.216064
	Iteration 2Q: 3 clusters Score -7401362 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -7402677.500000 Penalty: 3615.216064
	Iteration 3Q: 3 clusters Score -7402678 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -7404779.000000 Penalty: 3615.216064
	Iteration 4F: 3 clusters Score -7404779 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -7408193.000000 Penalty: 3615.216064
	Iteration 5F: 3 clusters Score -7408193 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -7413110.000000 Penalty: 3615.216064
	Iteration 6F: 3 clusters Score -7413110 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -7418342.500000 Penalty: 3615.216064
	Iteration 7F: 3 clusters Score -7418342 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -7422071.500000 Penalty: 3615.216064
	Iteration 8F: 3 clusters Score -7422072 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -7424136.500000 Penalty: 3615.216064
	Iteration 9Q: 3 clusters Score -7424136 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -7425076.000000 Penalty: 3615.216064
	Iteration 10Q: 3 clusters Score -7425076 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -7425480.000000 Penalty: 3615.216064
	Iteration 11Q: 3 clusters Score -7425480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -7425663.500000 Penalty: 3615.216064
	Iteration 12Q: 3 clusters Score -7425664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -7425739.500000 Penalty: 3615.216064
	Iteration 13Q: 3 clusters Score -7425740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -7425810.000000 Penalty: 3615.216064
	Iteration 14Q: 3 clusters Score -7425810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -7425847.000000 Penalty: 3615.216064
	Iteration 15Q: 3 clusters Score -7425847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -7425887.500000 Penalty: 3615.216064
	Iteration 16Q: 3 clusters Score -7425888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -7425913.000000 Penalty: 3615.216064
	Iteration 17Q: 3 clusters Score -7425913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -7425913.500000 Penalty: 3615.216064
	Iteration 18Q: 3 clusters Score -7425914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -7425927.500000 Penalty: 3615.216064
	Iteration 19Q: 3 clusters Score -7425928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -7425938.000000 Penalty: 3615.216064
	Iteration 20F: 3 clusters Score -7425938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -7425936.000000 Penalty: 3615.216064
	Iteration 21Q: 3 clusters Score -7425936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -7425945.500000 Penalty: 3615.216064
	Iteration 22Q: 3 clusters Score -7425946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -7425948.500000 Penalty: 3615.216064
	Iteration 23Q: 3 clusters Score -7425948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -7425954.500000 Penalty: 3615.216064
	Iteration 24Q: 3 clusters Score -7425954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -7425961.000000 Penalty: 3615.216064
	Iteration 25Q: 3 clusters Score -7425961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -7425967.000000 Penalty: 3615.216064
	Iteration 26Q: 3 clusters Score -7425967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -7425976.000000 Penalty: 3615.216064
	Iteration 27Q: 3 clusters Score -7425976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -7425976.000000 Penalty: 3615.216064
	Iteration 28Q: 3 clusters Score -7425976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -7425976.000000 Penalty: 3615.216064
	Iteration 29F: 3 clusters Score -7425976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -461905.187500 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -461905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -458164.906250 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -458164.9 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -459220.781250 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -459220.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -459626.781250 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -459626.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -460104.718750 Penalty: 2734.350830
	Iteration 3F: 3 clusters Score -460104.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -460548.468750 Penalty: 2734.350830
	Iteration 4F: 3 clusters Score -460548.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -460903.062500 Penalty: 2734.350830
	Iteration 5F: 3 clusters Score -460903.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -461174.000000 Penalty: 2734.350830
	Iteration 6F: 3 clusters Score -461174 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -461336.593750 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -461336.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -461431.375000 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -461431.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -461502.312500 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -461502.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -461542.906250 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -461542.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -461565.531250 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -461565.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -461582.781250 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -461582.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -461591.156250 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -461591.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -461604.000000 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -461604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -461619.343750 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -461619.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -461626.593750 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -461626.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -461632.968750 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -461633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -461636.406250 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -461636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -461637.000000 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -461637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -461636.781250 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -461636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -461637.718750 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -461637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -461637.718750 Penalty: 2734.350830
	Iteration 22F: 3 clusters Score -461637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234787 members 
Entering Unmasked Estep 
Score: -25214654.000000 Penalty: 2009.545532
	Iteration 0F: 2 clusters Score -2.521465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117420 members 
Mstep: Class 2 contains 117367 members 
Entering Unmasked Estep 
Score: -25081456.000000 Penalty: 4019.091064
	Iteration 0F: 3 clusters Score -2.508146e+07 nChanged 113981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -25149468.000000 Penalty: 4019.091064
	Iteration 1F: 3 clusters Score -2.514947e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 112786 members 
Entering Unmasked Estep 
Score: -25150604.000000 Penalty: 4019.091064
	Iteration 2Q: 3 clusters Score -2.51506e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124608 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -25151970.000000 Penalty: 4019.091064
	Iteration 3Q: 3 clusters Score -2.515197e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -25153986.000000 Penalty: 4019.091064
	Iteration 4Q: 3 clusters Score -2.515399e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134326 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -25157194.000000 Penalty: 4019.091064
	Iteration 5Q: 3 clusters Score -2.515719e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -25161776.000000 Penalty: 4019.091064
	Iteration 6Q: 3 clusters Score -2.516178e+07 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -25167826.000000 Penalty: 4019.091064
	Iteration 7F: 3 clusters Score -2.516783e+07 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -25175430.000000 Penalty: 4019.091064
	Iteration 8F: 3 clusters Score -2.517543e+07 nChanged 17846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187818 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -25182812.000000 Penalty: 4019.091064
	Iteration 9F: 3 clusters Score -2.518281e+07 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203694 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -25190684.000000 Penalty: 4019.091064
	Iteration 10F: 3 clusters Score -2.519068e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216490 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -25198912.000000 Penalty: 4019.091064
	Iteration 11F: 3 clusters Score -2.519891e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225756 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -25205706.000000 Penalty: 4019.091064
	Iteration 12Q: 3 clusters Score -2.520571e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231127 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -25210146.000000 Penalty: 4019.091064
	Iteration 13Q: 3 clusters Score -2.521015e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233354 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -25211750.000000 Penalty: 4019.091064
	Iteration 14Q: 3 clusters Score -2.521175e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234170 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25212460.000000 Penalty: 4019.091064
	Iteration 15Q: 3 clusters Score -2.521246e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234404 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25212664.000000 Penalty: 4019.091064
	Iteration 16Q: 3 clusters Score -2.521266e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25212762.000000 Penalty: 4019.091064
	Iteration 17Q: 3 clusters Score -2.521276e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234518 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25212806.000000 Penalty: 4019.091064
	Iteration 18Q: 3 clusters Score -2.521281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234538 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25212834.000000 Penalty: 4019.091064
	Iteration 19Q: 3 clusters Score -2.521283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234548 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25212886.000000 Penalty: 4019.091064
	Iteration 20F: 3 clusters Score -2.521289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234555 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25212890.000000 Penalty: 4019.091064
	Iteration 21Q: 3 clusters Score -2.521289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234563 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25212922.000000 Penalty: 4019.091064
	Iteration 22Q: 3 clusters Score -2.521292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234566 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25212914.000000 Penalty: 4019.091064
	Iteration 23Q: 3 clusters Score -2.521291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234568 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25212916.000000 Penalty: 4019.091064
	Iteration 24Q: 3 clusters Score -2.521292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234568 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25212906.000000 Penalty: 4019.091064
	Iteration 25Q: 3 clusters Score -2.521291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234568 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25212906.000000 Penalty: 4019.091064
	Iteration 26F: 3 clusters Score -2.521291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122767 members 
Entering Unmasked Estep 
Score: -13444521.000000 Penalty: 1904.182007
	Iteration 0F: 2 clusters Score -1.344452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -13362419.000000 Penalty: 3808.364014
	Iteration 0F: 3 clusters Score -1.336242e+07 nChanged 58891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -13396516.000000 Penalty: 3808.364014
	Iteration 1F: 3 clusters Score -1.339652e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -13397334.000000 Penalty: 3808.364014
	Iteration 2Q: 3 clusters Score -1.339733e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -13398444.000000 Penalty: 3808.364014
	Iteration 3Q: 3 clusters Score -1.339844e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -13399751.000000 Penalty: 3808.364014
	Iteration 4Q: 3 clusters Score -1.339975e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -13401597.000000 Penalty: 3808.364014
	Iteration 5Q: 3 clusters Score -1.34016e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -13404308.000000 Penalty: 3808.364014
	Iteration 6Q: 3 clusters Score -1.340431e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -13408138.000000 Penalty: 3808.364014
	Iteration 7F: 3 clusters Score -1.340814e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -13413518.000000 Penalty: 3808.364014
	Iteration 8F: 3 clusters Score -1.341352e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -13419366.000000 Penalty: 3808.364014
	Iteration 9F: 3 clusters Score -1.341937e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -13423583.000000 Penalty: 3808.364014
	Iteration 10F: 3 clusters Score -1.342358e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -13425279.000000 Penalty: 3808.364014
	Iteration 11Q: 3 clusters Score -1.342528e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -13425931.000000 Penalty: 3808.364014
	Iteration 12Q: 3 clusters Score -1.342593e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -13426315.000000 Penalty: 3808.364014
	Iteration 13Q: 3 clusters Score -1.342632e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -13426660.000000 Penalty: 3808.364014
	Iteration 14Q: 3 clusters Score -1.342666e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -13427018.000000 Penalty: 3808.364014
	Iteration 15Q: 3 clusters Score -1.342702e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -13427473.000000 Penalty: 3808.364014
	Iteration 16Q: 3 clusters Score -1.342747e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -13427832.000000 Penalty: 3808.364014
	Iteration 17Q: 3 clusters Score -1.342783e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -13428272.000000 Penalty: 3808.364014
	Iteration 18Q: 3 clusters Score -1.342827e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -13428849.000000 Penalty: 3808.364014
	Iteration 19Q: 3 clusters Score -1.342885e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -13429424.000000 Penalty: 3808.364014
	Iteration 20F: 3 clusters Score -1.342942e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -13430159.000000 Penalty: 3808.364014
	Iteration 21Q: 3 clusters Score -1.343016e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -13430880.000000 Penalty: 3808.364014
	Iteration 22Q: 3 clusters Score -1.343088e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -13431708.000000 Penalty: 3808.364014
	Iteration 23Q: 3 clusters Score -1.343171e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -13432742.000000 Penalty: 3808.364014
	Iteration 24Q: 3 clusters Score -1.343274e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -13433935.000000 Penalty: 3808.364014
	Iteration 25Q: 3 clusters Score -1.343394e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -13435068.000000 Penalty: 3808.364014
	Iteration 26Q: 3 clusters Score -1.343507e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -13436145.000000 Penalty: 3808.364014
	Iteration 27Q: 3 clusters Score -1.343614e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -13437198.000000 Penalty: 3808.364014
	Iteration 28Q: 3 clusters Score -1.34372e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -13437858.000000 Penalty: 3808.364014
	Iteration 29Q: 3 clusters Score -1.343786e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -13438422.000000 Penalty: 3808.364014
	Iteration 30Q: 3 clusters Score -1.343842e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -13438951.000000 Penalty: 3808.364014
	Iteration 31Q: 3 clusters Score -1.343895e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -13439381.000000 Penalty: 3808.364014
	Iteration 32Q: 3 clusters Score -1.343938e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -13439830.000000 Penalty: 3808.364014
	Iteration 33Q: 3 clusters Score -1.343983e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -13440152.000000 Penalty: 3808.364014
	Iteration 34Q: 3 clusters Score -1.344015e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -13440474.000000 Penalty: 3808.364014
	Iteration 35Q: 3 clusters Score -1.344047e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110622 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -13440834.000000 Penalty: 3808.364014
	Iteration 36Q: 3 clusters Score -1.344083e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -13441139.000000 Penalty: 3808.364014
	Iteration 37Q: 3 clusters Score -1.344114e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112369 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -13441450.000000 Penalty: 3808.364014
	Iteration 38Q: 3 clusters Score -1.344145e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -13441713.000000 Penalty: 3808.364014
	Iteration 39Q: 3 clusters Score -1.344171e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -13442023.000000 Penalty: 3808.364014
	Iteration 40F: 3 clusters Score -1.344202e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -13442331.000000 Penalty: 3808.364014
	Iteration 41Q: 3 clusters Score -1.344233e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -13442565.000000 Penalty: 3808.364014
	Iteration 42Q: 3 clusters Score -1.344256e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -13442739.000000 Penalty: 3808.364014
	Iteration 43Q: 3 clusters Score -1.344274e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116054 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -13442874.000000 Penalty: 3808.364014
	Iteration 44Q: 3 clusters Score -1.344287e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116460 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -13442972.000000 Penalty: 3808.364014
	Iteration 45Q: 3 clusters Score -1.344297e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -13443135.000000 Penalty: 3808.364014
	Iteration 46Q: 3 clusters Score -1.344314e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -13443277.000000 Penalty: 3808.364014
	Iteration 47Q: 3 clusters Score -1.344328e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -13443368.000000 Penalty: 3808.364014
	Iteration 48Q: 3 clusters Score -1.344337e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -13443464.000000 Penalty: 3808.364014
	Iteration 49Q: 3 clusters Score -1.344346e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -13443509.000000 Penalty: 3808.364014
	Iteration 50Q: 3 clusters Score -1.344351e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -13443566.000000 Penalty: 3808.364014
	Iteration 51Q: 3 clusters Score -1.344357e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118206 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -13443579.000000 Penalty: 3808.364014
	Iteration 52Q: 3 clusters Score -1.344358e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -13443606.000000 Penalty: 3808.364014
	Iteration 53Q: 3 clusters Score -1.344361e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -13443642.000000 Penalty: 3808.364014
	Iteration 54Q: 3 clusters Score -1.344364e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118564 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -13443664.000000 Penalty: 3808.364014
	Iteration 55Q: 3 clusters Score -1.344366e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -13443681.000000 Penalty: 3808.364014
	Iteration 56Q: 3 clusters Score -1.344368e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -13443674.000000 Penalty: 3808.364014
	Iteration 57Q: 3 clusters Score -1.344367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13443678.000000 Penalty: 3808.364014
	Iteration 58Q: 3 clusters Score -1.344368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118855 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -13443697.000000 Penalty: 3808.364014
	Iteration 59Q: 3 clusters Score -1.34437e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -13443678.000000 Penalty: 3808.364014
	Iteration 60F: 3 clusters Score -1.344368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -13443677.000000 Penalty: 3808.364014
	Iteration 61Q: 3 clusters Score -1.344368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -13443679.000000 Penalty: 3808.364014
	Iteration 62Q: 3 clusters Score -1.344368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -13443662.000000 Penalty: 3808.364014
	Iteration 63Q: 3 clusters Score -1.344366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -13443684.000000 Penalty: 3808.364014
	Iteration 64Q: 3 clusters Score -1.344368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119122 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -13443690.000000 Penalty: 3808.364014
	Iteration 65Q: 3 clusters Score -1.344369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119154 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -13443695.000000 Penalty: 3808.364014
	Iteration 66Q: 3 clusters Score -1.34437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -13443703.000000 Penalty: 3808.364014
	Iteration 67Q: 3 clusters Score -1.34437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -13443694.000000 Penalty: 3808.364014
	Iteration 68Q: 3 clusters Score -1.344369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13443721.000000 Penalty: 3808.364014
	Iteration 69Q: 3 clusters Score -1.344372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -13443738.000000 Penalty: 3808.364014
	Iteration 70Q: 3 clusters Score -1.344374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119301 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -13443728.000000 Penalty: 3808.364014
	Iteration 71Q: 3 clusters Score -1.344373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -13443740.000000 Penalty: 3808.364014
	Iteration 72Q: 3 clusters Score -1.344374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -13443739.000000 Penalty: 3808.364014
	Iteration 73Q: 3 clusters Score -1.344374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -13443751.000000 Penalty: 3808.364014
	Iteration 74Q: 3 clusters Score -1.344375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -13443744.000000 Penalty: 3808.364014
	Iteration 75Q: 3 clusters Score -1.344374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -13443754.000000 Penalty: 3808.364014
	Iteration 76Q: 3 clusters Score -1.344375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119421 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -13443757.000000 Penalty: 3808.364014
	Iteration 77Q: 3 clusters Score -1.344376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -13443747.000000 Penalty: 3808.364014
	Iteration 78Q: 3 clusters Score -1.344375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -13443734.000000 Penalty: 3808.364014
	Iteration 79Q: 3 clusters Score -1.344373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13443722.000000 Penalty: 3808.364014
	Iteration 80F: 3 clusters Score -1.344372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -13443729.000000 Penalty: 3808.364014
	Iteration 81Q: 3 clusters Score -1.344373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119462 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -13443734.000000 Penalty: 3808.364014
	Iteration 82Q: 3 clusters Score -1.344373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -13443742.000000 Penalty: 3808.364014
	Iteration 83Q: 3 clusters Score -1.344374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -13443736.000000 Penalty: 3808.364014
	Iteration 84Q: 3 clusters Score -1.344374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119479 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -13443737.000000 Penalty: 3808.364014
	Iteration 85Q: 3 clusters Score -1.344374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119489 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -13443743.000000 Penalty: 3808.364014
	Iteration 86Q: 3 clusters Score -1.344374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -13443750.000000 Penalty: 3808.364014
	Iteration 87Q: 3 clusters Score -1.344375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -13443751.000000 Penalty: 3808.364014
	Iteration 88Q: 3 clusters Score -1.344375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119499 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -13443745.000000 Penalty: 3808.364014
	Iteration 89Q: 3 clusters Score -1.344374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -13443756.000000 Penalty: 3808.364014
	Iteration 90Q: 3 clusters Score -1.344376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -13443753.000000 Penalty: 3808.364014
	Iteration 91Q: 3 clusters Score -1.344375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -13443756.000000 Penalty: 3808.364014
	Iteration 92Q: 3 clusters Score -1.344376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -13443761.000000 Penalty: 3808.364014
	Iteration 93Q: 3 clusters Score -1.344376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13443768.000000 Penalty: 3808.364014
	Iteration 94Q: 3 clusters Score -1.344377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -13443778.000000 Penalty: 3808.364014
	Iteration 95Q: 3 clusters Score -1.344378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -13443765.000000 Penalty: 3808.364014
	Iteration 96Q: 3 clusters Score -1.344376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119570 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -13443769.000000 Penalty: 3808.364014
	Iteration 97Q: 3 clusters Score -1.344377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13443770.000000 Penalty: 3808.364014
	Iteration 98Q: 3 clusters Score -1.344377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -13443769.000000 Penalty: 3808.364014
	Iteration 99Q: 3 clusters Score -1.344377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119592 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -13443785.000000 Penalty: 3808.364014
	Iteration 100F: 3 clusters Score -1.344378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119600 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -13443790.000000 Penalty: 3808.364014
	Iteration 101Q: 3 clusters Score -1.344379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119607 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -13443792.000000 Penalty: 3808.364014
	Iteration 102Q: 3 clusters Score -1.344379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -13443783.000000 Penalty: 3808.364014
	Iteration 103Q: 3 clusters Score -1.344378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13443800.000000 Penalty: 3808.364014
	Iteration 104Q: 3 clusters Score -1.34438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119629 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -13443791.000000 Penalty: 3808.364014
	Iteration 105Q: 3 clusters Score -1.344379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119633 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13443796.000000 Penalty: 3808.364014
	Iteration 106Q: 3 clusters Score -1.34438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -13443785.000000 Penalty: 3808.364014
	Iteration 107Q: 3 clusters Score -1.344378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -13443780.000000 Penalty: 3808.364014
	Iteration 108Q: 3 clusters Score -1.344378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -13443780.000000 Penalty: 3808.364014
	Iteration 109F: 3 clusters Score -1.344378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Entering Unmasked Estep 
Score: -3015237.000000 Penalty: 1660.129028
	Iteration 0F: 2 clusters Score -3015237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2996710.000000 Penalty: 3320.258057
	Iteration 0F: 3 clusters Score -2996710 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3003545.750000 Penalty: 3320.258057
	Iteration 1F: 3 clusters Score -3003546 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3003849.000000 Penalty: 3320.258057
	Iteration 2Q: 3 clusters Score -3003849 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3004154.750000 Penalty: 3320.258057
	Iteration 3Q: 3 clusters Score -3004155 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3004462.250000 Penalty: 3320.258057
	Iteration 4Q: 3 clusters Score -3004462 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3004868.500000 Penalty: 3320.258057
	Iteration 5Q: 3 clusters Score -3004868 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3005451.750000 Penalty: 3320.258057
	Iteration 6Q: 3 clusters Score -3005452 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3006395.000000 Penalty: 3320.258057
	Iteration 7F: 3 clusters Score -3006395 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3007750.500000 Penalty: 3320.258057
	Iteration 8F: 3 clusters Score -3007750 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3009613.500000 Penalty: 3320.258057
	Iteration 9F: 3 clusters Score -3009614 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3011547.500000 Penalty: 3320.258057
	Iteration 10F: 3 clusters Score -3011548 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3012853.500000 Penalty: 3320.258057
	Iteration 11Q: 3 clusters Score -3012854 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3013419.500000 Penalty: 3320.258057
	Iteration 12Q: 3 clusters Score -3013420 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3013635.000000 Penalty: 3320.258057
	Iteration 13Q: 3 clusters Score -3013635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3013710.500000 Penalty: 3320.258057
	Iteration 14Q: 3 clusters Score -3013710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3013759.000000 Penalty: 3320.258057
	Iteration 15Q: 3 clusters Score -3013759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3013782.750000 Penalty: 3320.258057
	Iteration 16Q: 3 clusters Score -3013783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3013811.250000 Penalty: 3320.258057
	Iteration 17Q: 3 clusters Score -3013811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3013818.250000 Penalty: 3320.258057
	Iteration 18Q: 3 clusters Score -3013818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3013827.750000 Penalty: 3320.258057
	Iteration 19Q: 3 clusters Score -3013828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3013828.250000 Penalty: 3320.258057
	Iteration 20F: 3 clusters Score -3013828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3013832.250000 Penalty: 3320.258057
	Iteration 21Q: 3 clusters Score -3013832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3013832.500000 Penalty: 3320.258057
	Iteration 22Q: 3 clusters Score -3013832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3013834.000000 Penalty: 3320.258057
	Iteration 23Q: 3 clusters Score -3013834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3013836.250000 Penalty: 3320.258057
	Iteration 24Q: 3 clusters Score -3013836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3013836.000000 Penalty: 3320.258057
	Iteration 25Q: 3 clusters Score -3013836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3013838.500000 Penalty: 3320.258057
	Iteration 26Q: 3 clusters Score -3013838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3013839.000000 Penalty: 3320.258057
	Iteration 27Q: 3 clusters Score -3013839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3013840.250000 Penalty: 3320.258057
	Iteration 28Q: 3 clusters Score -3013840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3013843.750000 Penalty: 3320.258057
	Iteration 29Q: 3 clusters Score -3013844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3013843.750000 Penalty: 3320.258057
	Iteration 30F: 3 clusters Score -3013844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Entering Unmasked Estep 
Score: -4380990.000000 Penalty: 1728.424194
	Iteration 0F: 2 clusters Score -4380990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4353090.500000 Penalty: 3456.848389
	Iteration 0F: 3 clusters Score -4353090 nChanged 19412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4363923.500000 Penalty: 3456.848389
	Iteration 1F: 3 clusters Score -4363924 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4364434.000000 Penalty: 3456.848389
	Iteration 2Q: 3 clusters Score -4364434 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4365013.500000 Penalty: 3456.848389
	Iteration 3Q: 3 clusters Score -4365014 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4365753.000000 Penalty: 3456.848389
	Iteration 4Q: 3 clusters Score -4365753 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4366762.000000 Penalty: 3456.848389
	Iteration 5Q: 3 clusters Score -4366762 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4368177.500000 Penalty: 3456.848389
	Iteration 6F: 3 clusters Score -4368178 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4370170.500000 Penalty: 3456.848389
	Iteration 7F: 3 clusters Score -4370170 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -4372640.500000 Penalty: 3456.848389
	Iteration 8F: 3 clusters Score -4372640 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4375216.500000 Penalty: 3456.848389
	Iteration 9F: 3 clusters Score -4375216 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4377357.000000 Penalty: 3456.848389
	Iteration 10F: 3 clusters Score -4377357 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4378656.000000 Penalty: 3456.848389
	Iteration 11Q: 3 clusters Score -4378656 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4379207.500000 Penalty: 3456.848389
	Iteration 12Q: 3 clusters Score -4379208 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4379501.500000 Penalty: 3456.848389
	Iteration 13Q: 3 clusters Score -4379502 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4379672.500000 Penalty: 3456.848389
	Iteration 14Q: 3 clusters Score -4379672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4379795.000000 Penalty: 3456.848389
	Iteration 15Q: 3 clusters Score -4379795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4379888.000000 Penalty: 3456.848389
	Iteration 16Q: 3 clusters Score -4379888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4379940.000000 Penalty: 3456.848389
	Iteration 17Q: 3 clusters Score -4379940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4379982.000000 Penalty: 3456.848389
	Iteration 18Q: 3 clusters Score -4379982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4380018.000000 Penalty: 3456.848389
	Iteration 19Q: 3 clusters Score -4380018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4380033.500000 Penalty: 3456.848389
	Iteration 20F: 3 clusters Score -4380034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4380046.000000 Penalty: 3456.848389
	Iteration 21Q: 3 clusters Score -4380046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4380061.000000 Penalty: 3456.848389
	Iteration 22Q: 3 clusters Score -4380061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4380086.500000 Penalty: 3456.848389
	Iteration 23Q: 3 clusters Score -4380086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4380095.000000 Penalty: 3456.848389
	Iteration 24Q: 3 clusters Score -4380095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4380108.000000 Penalty: 3456.848389
	Iteration 25Q: 3 clusters Score -4380108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4380107.000000 Penalty: 3456.848389
	Iteration 26Q: 3 clusters Score -4380107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4380114.500000 Penalty: 3456.848389
	Iteration 27Q: 3 clusters Score -4380114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4380114.000000 Penalty: 3456.848389
	Iteration 28Q: 3 clusters Score -4380114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4380114.000000 Penalty: 3456.848389
	Iteration 29F: 3 clusters Score -4380114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122302 members 
Entering Unmasked Estep 
Score: -13425856.000000 Penalty: 1903.565430
	Iteration 0F: 2 clusters Score -1.342586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -13343876.000000 Penalty: 3807.130859
	Iteration 0F: 3 clusters Score -1.334388e+07 nChanged 58650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -13379338.000000 Penalty: 3807.130859
	Iteration 1F: 3 clusters Score -1.337934e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -13381606.000000 Penalty: 3807.130859
	Iteration 2Q: 3 clusters Score -1.338161e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -13384832.000000 Penalty: 3807.130859
	Iteration 3F: 3 clusters Score -1.338483e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -13388830.000000 Penalty: 3807.130859
	Iteration 4F: 3 clusters Score -1.338883e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -13393196.000000 Penalty: 3807.130859
	Iteration 5F: 3 clusters Score -1.33932e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -13397431.000000 Penalty: 3807.130859
	Iteration 6F: 3 clusters Score -1.339743e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -13401691.000000 Penalty: 3807.130859
	Iteration 7F: 3 clusters Score -1.340169e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -13405729.000000 Penalty: 3807.130859
	Iteration 8F: 3 clusters Score -1.340573e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -13409057.000000 Penalty: 3807.130859
	Iteration 9Q: 3 clusters Score -1.340906e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -13411351.000000 Penalty: 3807.130859
	Iteration 10Q: 3 clusters Score -1.341135e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -13413120.000000 Penalty: 3807.130859
	Iteration 11Q: 3 clusters Score -1.341312e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -13414341.000000 Penalty: 3807.130859
	Iteration 12Q: 3 clusters Score -1.341434e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -13415752.000000 Penalty: 3807.130859
	Iteration 13Q: 3 clusters Score -1.341575e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -13417008.000000 Penalty: 3807.130859
	Iteration 14Q: 3 clusters Score -1.341701e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -13418241.000000 Penalty: 3807.130859
	Iteration 15Q: 3 clusters Score -1.341824e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -13419351.000000 Penalty: 3807.130859
	Iteration 16Q: 3 clusters Score -1.341935e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -13420320.000000 Penalty: 3807.130859
	Iteration 17Q: 3 clusters Score -1.342032e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -13421054.000000 Penalty: 3807.130859
	Iteration 18Q: 3 clusters Score -1.342105e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -13421562.000000 Penalty: 3807.130859
	Iteration 19Q: 3 clusters Score -1.342156e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -13422042.000000 Penalty: 3807.130859
	Iteration 20F: 3 clusters Score -1.342204e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -13422500.000000 Penalty: 3807.130859
	Iteration 21Q: 3 clusters Score -1.34225e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 107423 members 
Entering Unmasked Estep 
Score: -13422831.000000 Penalty: 3807.130859
	Iteration 22Q: 3 clusters Score -1.342283e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -13423166.000000 Penalty: 3807.130859
	Iteration 23Q: 3 clusters Score -1.342317e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -13423413.000000 Penalty: 3807.130859
	Iteration 24Q: 3 clusters Score -1.342341e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 109795 members 
Entering Unmasked Estep 
Score: -13423583.000000 Penalty: 3807.130859
	Iteration 25Q: 3 clusters Score -1.342358e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -13423671.000000 Penalty: 3807.130859
	Iteration 26Q: 3 clusters Score -1.342367e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -13423751.000000 Penalty: 3807.130859
	Iteration 27Q: 3 clusters Score -1.342375e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -13423887.000000 Penalty: 3807.130859
	Iteration 28Q: 3 clusters Score -1.342389e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -13423958.000000 Penalty: 3807.130859
	Iteration 29Q: 3 clusters Score -1.342396e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -13424097.000000 Penalty: 3807.130859
	Iteration 30Q: 3 clusters Score -1.34241e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -13424166.000000 Penalty: 3807.130859
	Iteration 31Q: 3 clusters Score -1.342417e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -13424197.000000 Penalty: 3807.130859
	Iteration 32Q: 3 clusters Score -1.34242e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -13424240.000000 Penalty: 3807.130859
	Iteration 33Q: 3 clusters Score -1.342424e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -13424308.000000 Penalty: 3807.130859
	Iteration 34Q: 3 clusters Score -1.342431e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -13424372.000000 Penalty: 3807.130859
	Iteration 35Q: 3 clusters Score -1.342437e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 113803 members 
Entering Unmasked Estep 
Score: -13424439.000000 Penalty: 3807.130859
	Iteration 36Q: 3 clusters Score -1.342444e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -13424488.000000 Penalty: 3807.130859
	Iteration 37Q: 3 clusters Score -1.342449e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -13424485.000000 Penalty: 3807.130859
	Iteration 38Q: 3 clusters Score -1.342448e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 114373 members 
Entering Unmasked Estep 
Score: -13424510.000000 Penalty: 3807.130859
	Iteration 39Q: 3 clusters Score -1.342451e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -13424503.000000 Penalty: 3807.130859
	Iteration 40F: 3 clusters Score -1.34245e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -13424529.000000 Penalty: 3807.130859
	Iteration 41Q: 3 clusters Score -1.342453e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -13424549.000000 Penalty: 3807.130859
	Iteration 42Q: 3 clusters Score -1.342455e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -13424601.000000 Penalty: 3807.130859
	Iteration 43Q: 3 clusters Score -1.34246e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -13424636.000000 Penalty: 3807.130859
	Iteration 44Q: 3 clusters Score -1.342464e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -13424652.000000 Penalty: 3807.130859
	Iteration 45Q: 3 clusters Score -1.342465e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -13424700.000000 Penalty: 3807.130859
	Iteration 46Q: 3 clusters Score -1.34247e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -13424730.000000 Penalty: 3807.130859
	Iteration 47Q: 3 clusters Score -1.342473e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -13424728.000000 Penalty: 3807.130859
	Iteration 48Q: 3 clusters Score -1.342473e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -13424743.000000 Penalty: 3807.130859
	Iteration 49Q: 3 clusters Score -1.342474e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -13424750.000000 Penalty: 3807.130859
	Iteration 50Q: 3 clusters Score -1.342475e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
Score: -13424742.000000 Penalty: 3807.130859
	Iteration 51Q: 3 clusters Score -1.342474e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -13424741.000000 Penalty: 3807.130859
	Iteration 52Q: 3 clusters Score -1.342474e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -13424710.000000 Penalty: 3807.130859
	Iteration 53Q: 3 clusters Score -1.342471e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -13424714.000000 Penalty: 3807.130859
	Iteration 54Q: 3 clusters Score -1.342471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -13424725.000000 Penalty: 3807.130859
	Iteration 55Q: 3 clusters Score -1.342472e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -13424726.000000 Penalty: 3807.130859
	Iteration 56Q: 3 clusters Score -1.342473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -13424716.000000 Penalty: 3807.130859
	Iteration 57Q: 3 clusters Score -1.342472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 116441 members 
Entering Unmasked Estep 
Score: -13424696.000000 Penalty: 3807.130859
	Iteration 58Q: 3 clusters Score -1.34247e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
Score: -13424699.000000 Penalty: 3807.130859
	Iteration 59Q: 3 clusters Score -1.34247e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -13424686.000000 Penalty: 3807.130859
	Iteration 60F: 3 clusters Score -1.342469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 116619 members 
Entering Unmasked Estep 
Score: -13424693.000000 Penalty: 3807.130859
	Iteration 61Q: 3 clusters Score -1.342469e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -13424733.000000 Penalty: 3807.130859
	Iteration 62Q: 3 clusters Score -1.342473e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -13424761.000000 Penalty: 3807.130859
	Iteration 63Q: 3 clusters Score -1.342476e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -13424777.000000 Penalty: 3807.130859
	Iteration 64Q: 3 clusters Score -1.342478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 116835 members 
Entering Unmasked Estep 
Score: -13424785.000000 Penalty: 3807.130859
	Iteration 65Q: 3 clusters Score -1.342478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 116869 members 
Entering Unmasked Estep 
Score: -13424816.000000 Penalty: 3807.130859
	Iteration 66Q: 3 clusters Score -1.342482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -13424785.000000 Penalty: 3807.130859
	Iteration 67Q: 3 clusters Score -1.342478e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 116931 members 
Entering Unmasked Estep 
Score: -13424789.000000 Penalty: 3807.130859
	Iteration 68Q: 3 clusters Score -1.342479e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -13424795.000000 Penalty: 3807.130859
	Iteration 69Q: 3 clusters Score -1.34248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -13424796.000000 Penalty: 3807.130859
	Iteration 70Q: 3 clusters Score -1.34248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -13424796.000000 Penalty: 3807.130859
	Iteration 71Q: 3 clusters Score -1.34248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -13424800.000000 Penalty: 3807.130859
	Iteration 72Q: 3 clusters Score -1.34248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 117079 members 
Entering Unmasked Estep 
Score: -13424794.000000 Penalty: 3807.130859
	Iteration 73Q: 3 clusters Score -1.342479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -13424796.000000 Penalty: 3807.130859
	Iteration 74Q: 3 clusters Score -1.34248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -13424797.000000 Penalty: 3807.130859
	Iteration 75Q: 3 clusters Score -1.34248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -13424810.000000 Penalty: 3807.130859
	Iteration 76Q: 3 clusters Score -1.342481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -13424821.000000 Penalty: 3807.130859
	Iteration 77Q: 3 clusters Score -1.342482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -13424824.000000 Penalty: 3807.130859
	Iteration 78Q: 3 clusters Score -1.342482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 117225 members 
Entering Unmasked Estep 
Score: -13424834.000000 Penalty: 3807.130859
	Iteration 79Q: 3 clusters Score -1.342483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -13424836.000000 Penalty: 3807.130859
	Iteration 80F: 3 clusters Score -1.342484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -13424838.000000 Penalty: 3807.130859
	Iteration 81Q: 3 clusters Score -1.342484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -13424828.000000 Penalty: 3807.130859
	Iteration 82Q: 3 clusters Score -1.342483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -13424829.000000 Penalty: 3807.130859
	Iteration 83Q: 3 clusters Score -1.342483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -13424830.000000 Penalty: 3807.130859
	Iteration 84Q: 3 clusters Score -1.342483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -13424824.000000 Penalty: 3807.130859
	Iteration 85Q: 3 clusters Score -1.342482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -13424814.000000 Penalty: 3807.130859
	Iteration 86Q: 3 clusters Score -1.342481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
Score: -13424815.000000 Penalty: 3807.130859
	Iteration 87Q: 3 clusters Score -1.342482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 117344 members 
Entering Unmasked Estep 
Score: -13424830.000000 Penalty: 3807.130859
	Iteration 88Q: 3 clusters Score -1.342483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -13424826.000000 Penalty: 3807.130859
	Iteration 89Q: 3 clusters Score -1.342483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 117364 members 
Entering Unmasked Estep 
Score: -13424827.000000 Penalty: 3807.130859
	Iteration 90Q: 3 clusters Score -1.342483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -13424832.000000 Penalty: 3807.130859
	Iteration 91Q: 3 clusters Score -1.342483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -13424837.000000 Penalty: 3807.130859
	Iteration 92Q: 3 clusters Score -1.342484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -13424840.000000 Penalty: 3807.130859
	Iteration 93Q: 3 clusters Score -1.342484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -13424841.000000 Penalty: 3807.130859
	Iteration 94Q: 3 clusters Score -1.342484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -13424838.000000 Penalty: 3807.130859
	Iteration 95Q: 3 clusters Score -1.342484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 117409 members 
Entering Unmasked Estep 
Score: -13424838.000000 Penalty: 3807.130859
	Iteration 96Q: 3 clusters Score -1.342484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -13424827.000000 Penalty: 3807.130859
	Iteration 97Q: 3 clusters Score -1.342483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -13424844.000000 Penalty: 3807.130859
	Iteration 98Q: 3 clusters Score -1.342484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 117437 members 
Entering Unmasked Estep 
Score: -13424839.000000 Penalty: 3807.130859
	Iteration 99Q: 3 clusters Score -1.342484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -13424843.000000 Penalty: 3807.130859
	Iteration 100F: 3 clusters Score -1.342484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -13424845.000000 Penalty: 3807.130859
	Iteration 101Q: 3 clusters Score -1.342484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -13424856.000000 Penalty: 3807.130859
	Iteration 102Q: 3 clusters Score -1.342486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -13424852.000000 Penalty: 3807.130859
	Iteration 103Q: 3 clusters Score -1.342485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -13424845.000000 Penalty: 3807.130859
	Iteration 104Q: 3 clusters Score -1.342484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -13424840.000000 Penalty: 3807.130859
	Iteration 105Q: 3 clusters Score -1.342484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -13424849.000000 Penalty: 3807.130859
	Iteration 106Q: 3 clusters Score -1.342485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -13424853.000000 Penalty: 3807.130859
	Iteration 107Q: 3 clusters Score -1.342485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -13424840.000000 Penalty: 3807.130859
	Iteration 108Q: 3 clusters Score -1.342484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 117472 members 
Entering Unmasked Estep 
Score: -13424853.000000 Penalty: 3807.130859
	Iteration 109Q: 3 clusters Score -1.342485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 117478 members 
Entering Unmasked Estep 
Score: -13424846.000000 Penalty: 3807.130859
	Iteration 110Q: 3 clusters Score -1.342485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 117483 members 
Entering Unmasked Estep 
Score: -13424834.000000 Penalty: 3807.130859
	Iteration 111Q: 3 clusters Score -1.342483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -13424838.000000 Penalty: 3807.130859
	Iteration 112Q: 3 clusters Score -1.342484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -13424848.000000 Penalty: 3807.130859
	Iteration 113Q: 3 clusters Score -1.342485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -13424844.000000 Penalty: 3807.130859
	Iteration 114Q: 3 clusters Score -1.342484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -13424839.000000 Penalty: 3807.130859
	Iteration 115Q: 3 clusters Score -1.342484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -13424846.000000 Penalty: 3807.130859
	Iteration 116Q: 3 clusters Score -1.342485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -13424852.000000 Penalty: 3807.130859
	Iteration 117Q: 3 clusters Score -1.342485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -13424854.000000 Penalty: 3807.130859
	Iteration 118Q: 3 clusters Score -1.342485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 117532 members 
Entering Unmasked Estep 
Score: -13424871.000000 Penalty: 3807.130859
	Iteration 119Q: 3 clusters Score -1.342487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 117535 members 
Entering Unmasked Estep 
Score: -13424860.000000 Penalty: 3807.130859
	Iteration 120F: 3 clusters Score -1.342486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -13424869.000000 Penalty: 3807.130859
	Iteration 121Q: 3 clusters Score -1.342487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -13424862.000000 Penalty: 3807.130859
	Iteration 122Q: 3 clusters Score -1.342486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -13424862.000000 Penalty: 3807.130859
	Iteration 123F: 3 clusters Score -1.342486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 85912 members 
Mstep: Class 6 contains 153603 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 67761 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 234787 members 
Mstep: Class 16 contains 122767 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 41625 members 
Mstep: Class 22 contains 122302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 79Q: 20 clusters Score -9.88603e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 85886 members 
Mstep: Class 6 contains 153610 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 67748 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 234778 members 
Mstep: Class 16 contains 122767 members 
Mstep: Class 18 contains 27346 members 
Mstep: Class 19 contains 41642 members 
Mstep: Class 22 contains 122296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860272.000000 Penalty: 42425.843750
Iteration 80F: 20 clusters Score -9.886027e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 5 contains 85860 members 
Mstep: Class 6 contains 153622 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 13 contains 67736 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 234765 members 
Mstep: Class 16 contains 122759 members 
Mstep: Class 18 contains 27354 members 
Mstep: Class 19 contains 41660 members 
Mstep: Class 22 contains 122288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860256.000000 Penalty: 42425.843750
Iteration 81Q: 20 clusters Score -9.886026e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 85843 members 
Mstep: Class 6 contains 153632 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 2291 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 2260 members 
Mstep: Class 13 contains 67727 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 234745 members 
Mstep: Class 16 contains 122760 members 
Mstep: Class 18 contains 27361 members 
Mstep: Class 19 contains 41675 members 
Mstep: Class 22 contains 122275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860216.000000 Penalty: 42425.843750
Iteration 82Q: 20 clusters Score -9.886022e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 5 contains 85819 members 
Mstep: Class 6 contains 153650 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 2262 members 
Mstep: Class 13 contains 67713 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 234731 members 
Mstep: Class 16 contains 122759 members 
Mstep: Class 18 contains 27374 members 
Mstep: Class 19 contains 41692 members 
Mstep: Class 22 contains 122264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860272.000000 Penalty: 42425.843750
Iteration 83Q: 20 clusters Score -9.886027e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 85792 members 
Mstep: Class 6 contains 153656 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 2284 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 2266 members 
Mstep: Class 13 contains 67707 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 234743 members 
Mstep: Class 16 contains 122755 members 
Mstep: Class 18 contains 27385 members 
Mstep: Class 19 contains 41703 members 
Mstep: Class 22 contains 122247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860296.000000 Penalty: 42425.843750
Iteration 84Q: 20 clusters Score -9.88603e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 85767 members 
Mstep: Class 6 contains 153658 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2270 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 67703 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234745 members 
Mstep: Class 16 contains 122756 members 
Mstep: Class 18 contains 27391 members 
Mstep: Class 19 contains 41710 members 
Mstep: Class 22 contains 122239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860264.000000 Penalty: 42425.843750
Iteration 85Q: 20 clusters Score -9.886026e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 85750 members 
Mstep: Class 6 contains 153661 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 67699 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234737 members 
Mstep: Class 16 contains 122759 members 
Mstep: Class 18 contains 27399 members 
Mstep: Class 19 contains 41719 members 
Mstep: Class 22 contains 122228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860336.000000 Penalty: 42425.843750
Iteration 86Q: 20 clusters Score -9.886034e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 85729 members 
Mstep: Class 6 contains 153666 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 67692 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234746 members 
Mstep: Class 16 contains 122757 members 
Mstep: Class 18 contains 27410 members 
Mstep: Class 19 contains 41724 members 
Mstep: Class 22 contains 122216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860408.000000 Penalty: 42425.843750
Iteration 87Q: 20 clusters Score -9.886041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14365 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 5 contains 85716 members 
Mstep: Class 6 contains 153677 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 67679 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234754 members 
Mstep: Class 16 contains 122755 members 
Mstep: Class 18 contains 27417 members 
Mstep: Class 19 contains 41729 members 
Mstep: Class 22 contains 122206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860448.000000 Penalty: 42425.843750
Iteration 88Q: 20 clusters Score -9.886045e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14362 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 5 contains 85706 members 
Mstep: Class 6 contains 153685 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2284 members 
Mstep: Class 13 contains 67667 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234760 members 
Mstep: Class 16 contains 122758 members 
Mstep: Class 18 contains 27423 members 
Mstep: Class 19 contains 41733 members 
Mstep: Class 22 contains 122194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860488.000000 Penalty: 42425.843750
Iteration 89Q: 20 clusters Score -9.886049e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14359 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 85693 members 
Mstep: Class 6 contains 153702 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 67659 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234764 members 
Mstep: Class 16 contains 122759 members 
Mstep: Class 18 contains 27427 members 
Mstep: Class 19 contains 41735 members 
Mstep: Class 22 contains 122188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860424.000000 Penalty: 42425.843750
Iteration 90Q: 20 clusters Score -9.886042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 85675 members 
Mstep: Class 6 contains 153720 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 67653 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234769 members 
Mstep: Class 16 contains 122759 members 
Mstep: Class 18 contains 27432 members 
Mstep: Class 19 contains 41736 members 
Mstep: Class 22 contains 122183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860344.000000 Penalty: 42425.843750
Iteration 91Q: 20 clusters Score -9.886034e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14356 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 85660 members 
Mstep: Class 6 contains 153735 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67646 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234767 members 
Mstep: Class 16 contains 122762 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 41736 members 
Mstep: Class 22 contains 122182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860336.000000 Penalty: 42425.843750
Iteration 92Q: 20 clusters Score -9.886034e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14355 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 85650 members 
Mstep: Class 6 contains 153740 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67638 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234771 members 
Mstep: Class 16 contains 122764 members 
Mstep: Class 18 contains 27435 members 
Mstep: Class 19 contains 41737 members 
Mstep: Class 22 contains 122180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860368.000000 Penalty: 42425.843750
Iteration 93Q: 20 clusters Score -9.886037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14352 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 85638 members 
Mstep: Class 6 contains 153755 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67631 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234767 members 
Mstep: Class 16 contains 122765 members 
Mstep: Class 18 contains 27441 members 
Mstep: Class 19 contains 41736 members 
Mstep: Class 22 contains 122177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860400.000000 Penalty: 42425.843750
Iteration 94Q: 20 clusters Score -9.88604e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14352 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 85634 members 
Mstep: Class 6 contains 153760 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67627 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234764 members 
Mstep: Class 16 contains 122765 members 
Mstep: Class 18 contains 27446 members 
Mstep: Class 19 contains 41737 members 
Mstep: Class 22 contains 122173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860368.000000 Penalty: 42425.843750
Iteration 95Q: 20 clusters Score -9.886037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5299 members 
Mstep: Class 5 contains 85611 members 
Mstep: Class 6 contains 153777 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67629 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234767 members 
Mstep: Class 16 contains 122768 members 
Mstep: Class 18 contains 27446 members 
Mstep: Class 19 contains 41738 members 
Mstep: Class 22 contains 122173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860408.000000 Penalty: 42425.843750
Iteration 96Q: 20 clusters Score -9.886041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 85588 members 
Mstep: Class 6 contains 153793 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67629 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234773 members 
Mstep: Class 16 contains 122772 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 41738 members 
Mstep: Class 22 contains 122170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860368.000000 Penalty: 42425.843750
Iteration 97Q: 20 clusters Score -9.886037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5302 members 
Mstep: Class 5 contains 85566 members 
Mstep: Class 6 contains 153813 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2230 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67627 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234780 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 18 contains 27441 members 
Mstep: Class 19 contains 41738 members 
Mstep: Class 22 contains 122166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860456.000000 Penalty: 42425.843750
Iteration 98Q: 20 clusters Score -9.886046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5302 members 
Mstep: Class 5 contains 85551 members 
Mstep: Class 6 contains 153823 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67628 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234785 members 
Mstep: Class 16 contains 122773 members 
Mstep: Class 18 contains 27443 members 
Mstep: Class 19 contains 41738 members 
Mstep: Class 22 contains 122166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860456.000000 Penalty: 42425.843750
Iteration 99Q: 20 clusters Score -9.886046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5303 members 
Mstep: Class 5 contains 85533 members 
Mstep: Class 6 contains 153833 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67628 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234791 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 18 contains 27443 members 
Mstep: Class 19 contains 41739 members 
Mstep: Class 22 contains 122163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860424.000000 Penalty: 42425.843750
Iteration 100F: 20 clusters Score -9.886042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 85517 members 
Mstep: Class 6 contains 153845 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67624 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234788 members 
Mstep: Class 16 contains 122779 members 
Mstep: Class 18 contains 27444 members 
Mstep: Class 19 contains 41741 members 
Mstep: Class 22 contains 122163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860464.000000 Penalty: 42425.843750
Iteration 101Q: 20 clusters Score -9.886046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 85506 members 
Mstep: Class 6 contains 153846 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67620 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234794 members 
Mstep: Class 16 contains 122778 members 
Mstep: Class 18 contains 27443 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 22 contains 122162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860352.000000 Penalty: 42425.843750
Iteration 102Q: 20 clusters Score -9.886035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 85492 members 
Mstep: Class 6 contains 153850 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67617 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234808 members 
Mstep: Class 16 contains 122778 members 
Mstep: Class 18 contains 27442 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 22 contains 122161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860320.000000 Penalty: 42425.843750
Iteration 103Q: 20 clusters Score -9.886032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5312 members 
Mstep: Class 5 contains 85485 members 
Mstep: Class 6 contains 153854 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67617 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234813 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 19 contains 41743 members 
Mstep: Class 22 contains 122160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860352.000000 Penalty: 42425.843750
Iteration 104Q: 20 clusters Score -9.886035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 5313 members 
Mstep: Class 5 contains 85471 members 
Mstep: Class 6 contains 153857 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67616 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 234824 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41745 members 
Mstep: Class 22 contains 122160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 105Q: 20 clusters Score -9.88603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5314 members 
Mstep: Class 5 contains 85464 members 
Mstep: Class 6 contains 153860 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67616 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234827 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860272.000000 Penalty: 42425.843750
Iteration 106Q: 20 clusters Score -9.886027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5315 members 
Mstep: Class 5 contains 85457 members 
Mstep: Class 6 contains 153863 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67614 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234831 members 
Mstep: Class 16 contains 122779 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860248.000000 Penalty: 42425.843750
Iteration 107Q: 20 clusters Score -9.886025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85450 members 
Mstep: Class 6 contains 153865 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67611 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234840 members 
Mstep: Class 16 contains 122781 members 
Mstep: Class 18 contains 27436 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860248.000000 Penalty: 42425.843750
Iteration 108Q: 20 clusters Score -9.886025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85449 members 
Mstep: Class 6 contains 153868 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234844 members 
Mstep: Class 16 contains 122780 members 
Mstep: Class 18 contains 27435 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860288.000000 Penalty: 42425.843750
Iteration 109Q: 20 clusters Score -9.886029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85450 members 
Mstep: Class 6 contains 153870 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67609 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234844 members 
Mstep: Class 16 contains 122780 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860248.000000 Penalty: 42425.843750
Iteration 110Q: 20 clusters Score -9.886025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85449 members 
Mstep: Class 6 contains 153870 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67609 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234846 members 
Mstep: Class 16 contains 122780 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860248.000000 Penalty: 42425.843750
Iteration 111Q: 20 clusters Score -9.886025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85446 members 
Mstep: Class 6 contains 153871 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67608 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234850 members 
Mstep: Class 16 contains 122780 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860280.000000 Penalty: 42425.843750
Iteration 112Q: 20 clusters Score -9.886028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85447 members 
Mstep: Class 6 contains 153872 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67608 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234853 members 
Mstep: Class 16 contains 122779 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860272.000000 Penalty: 42425.843750
Iteration 113Q: 20 clusters Score -9.886027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85445 members 
Mstep: Class 6 contains 153873 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67608 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234857 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 114Q: 20 clusters Score -9.88603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85441 members 
Mstep: Class 6 contains 153874 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67608 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234860 members 
Mstep: Class 16 contains 122776 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860344.000000 Penalty: 42425.843750
Iteration 115Q: 20 clusters Score -9.886034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85434 members 
Mstep: Class 6 contains 153876 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67608 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234864 members 
Mstep: Class 16 contains 122776 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860336.000000 Penalty: 42425.843750
Iteration 116Q: 20 clusters Score -9.886034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85428 members 
Mstep: Class 6 contains 153879 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234866 members 
Mstep: Class 16 contains 122776 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860312.000000 Penalty: 42425.843750
Iteration 117Q: 20 clusters Score -9.886031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85426 members 
Mstep: Class 6 contains 153880 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234868 members 
Mstep: Class 16 contains 122776 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860336.000000 Penalty: 42425.843750
Iteration 118Q: 20 clusters Score -9.886034e+07 nChanged 4
Entering ConstructFrom: 
Score: -98860336.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (30888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Entering Unmasked Estep 
Score: -3402648.750000 Penalty: 1679.945068
	Iteration 0F: 2 clusters Score -3402649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3381781.750000 Penalty: 3359.890137
	Iteration 0F: 3 clusters Score -3381782 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3389745.500000 Penalty: 3359.890137
	Iteration 1F: 3 clusters Score -3389746 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3390278.000000 Penalty: 3359.890137
	Iteration 2Q: 3 clusters Score -3390278 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3390858.000000 Penalty: 3359.890137
	Iteration 3Q: 3 clusters Score -3390858 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3391563.750000 Penalty: 3359.890137
	Iteration 4Q: 3 clusters Score -3391564 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3392449.500000 Penalty: 3359.890137
	Iteration 5Q: 3 clusters Score -3392450 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3393574.250000 Penalty: 3359.890137
	Iteration 6F: 3 clusters Score -3393574 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3394847.250000 Penalty: 3359.890137
	Iteration 7F: 3 clusters Score -3394847 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3396249.500000 Penalty: 3359.890137
	Iteration 8F: 3 clusters Score -3396250 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3397630.500000 Penalty: 3359.890137
	Iteration 9F: 3 clusters Score -3397630 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3398756.500000 Penalty: 3359.890137
	Iteration 10Q: 3 clusters Score -3398756 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3399599.250000 Penalty: 3359.890137
	Iteration 11Q: 3 clusters Score -3399599 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3400093.750000 Penalty: 3359.890137
	Iteration 12Q: 3 clusters Score -3400094 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3400484.250000 Penalty: 3359.890137
	Iteration 13Q: 3 clusters Score -3400484 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3400768.750000 Penalty: 3359.890137
	Iteration 14Q: 3 clusters Score -3400769 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3400937.250000 Penalty: 3359.890137
	Iteration 15Q: 3 clusters Score -3400937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3401029.250000 Penalty: 3359.890137
	Iteration 16Q: 3 clusters Score -3401029 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3401089.250000 Penalty: 3359.890137
	Iteration 17Q: 3 clusters Score -3401089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3401139.500000 Penalty: 3359.890137
	Iteration 18Q: 3 clusters Score -3401140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3401160.500000 Penalty: 3359.890137
	Iteration 19Q: 3 clusters Score -3401160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3401175.750000 Penalty: 3359.890137
	Iteration 20F: 3 clusters Score -3401176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3401184.250000 Penalty: 3359.890137
	Iteration 21Q: 3 clusters Score -3401184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3401194.500000 Penalty: 3359.890137
	Iteration 22Q: 3 clusters Score -3401194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3401203.750000 Penalty: 3359.890137
	Iteration 23Q: 3 clusters Score -3401204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3401215.000000 Penalty: 3359.890137
	Iteration 24Q: 3 clusters Score -3401215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3401223.000000 Penalty: 3359.890137
	Iteration 25Q: 3 clusters Score -3401223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3401229.000000 Penalty: 3359.890137
	Iteration 26Q: 3 clusters Score -3401229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3401231.000000 Penalty: 3359.890137
	Iteration 27Q: 3 clusters Score -3401231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3401231.250000 Penalty: 3359.890137
	Iteration 28Q: 3 clusters Score -3401231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3401234.750000 Penalty: 3359.890137
	Iteration 29Q: 3 clusters Score -3401235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3401234.750000 Penalty: 3359.890137
	Iteration 30Q: 3 clusters Score -3401235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3401237.500000 Penalty: 3359.890137
	Iteration 31Q: 3 clusters Score -3401238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3401238.500000 Penalty: 3359.890137
	Iteration 32Q: 3 clusters Score -3401238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3401241.250000 Penalty: 3359.890137
	Iteration 33Q: 3 clusters Score -3401241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3401242.750000 Penalty: 3359.890137
	Iteration 34Q: 3 clusters Score -3401243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3401242.750000 Penalty: 3359.890137
	Iteration 35F: 3 clusters Score -3401243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -163734.031250 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -163734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161963.015625 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -161963 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162296.437500 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -162296.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162353.906250 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -162353.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162377.890625 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -162377.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162400.078125 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -162400.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162420.718750 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -162420.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162430.281250 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -162430.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -162444.125000 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -162444.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162455.265625 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -162455.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162466.609375 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -162466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -162473.031250 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -162473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162481.187500 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -162481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -162488.453125 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -162488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162498.562500 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -162498.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162510.125000 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -162510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -162519.593750 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -162519.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162526.078125 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -162526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -162530.078125 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -162530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -162533.453125 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -162533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -162535.250000 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -162535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -162535.250000 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -162535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Entering Unmasked Estep 
Score: -1587971.500000 Penalty: 1555.358398
	Iteration 0F: 2 clusters Score -1587972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1577973.125000 Penalty: 3110.716797
	Iteration 0F: 3 clusters Score -1577973 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1581380.625000 Penalty: 3110.716797
	Iteration 1F: 3 clusters Score -1581381 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1581658.875000 Penalty: 3110.716797
	Iteration 2F: 3 clusters Score -1581659 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1581875.875000 Penalty: 3110.716797
	Iteration 3Q: 3 clusters Score -1581876 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1582076.125000 Penalty: 3110.716797
	Iteration 4Q: 3 clusters Score -1582076 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1582310.125000 Penalty: 3110.716797
	Iteration 5Q: 3 clusters Score -1582310 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1582592.000000 Penalty: 3110.716797
	Iteration 6Q: 3 clusters Score -1582592 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1582932.625000 Penalty: 3110.716797
	Iteration 7Q: 3 clusters Score -1582933 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1583462.875000 Penalty: 3110.716797
	Iteration 8F: 3 clusters Score -1583463 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1584167.625000 Penalty: 3110.716797
	Iteration 9F: 3 clusters Score -1584168 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1584862.250000 Penalty: 3110.716797
	Iteration 10F: 3 clusters Score -1584862 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1585489.500000 Penalty: 3110.716797
	Iteration 11Q: 3 clusters Score -1585490 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1585993.125000 Penalty: 3110.716797
	Iteration 12Q: 3 clusters Score -1585993 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1586311.000000 Penalty: 3110.716797
	Iteration 13Q: 3 clusters Score -1586311 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1586488.125000 Penalty: 3110.716797
	Iteration 14Q: 3 clusters Score -1586488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1586589.375000 Penalty: 3110.716797
	Iteration 15Q: 3 clusters Score -1586589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1586652.250000 Penalty: 3110.716797
	Iteration 16Q: 3 clusters Score -1586652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1586684.625000 Penalty: 3110.716797
	Iteration 17Q: 3 clusters Score -1586685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1586710.750000 Penalty: 3110.716797
	Iteration 18Q: 3 clusters Score -1586711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1586726.250000 Penalty: 3110.716797
	Iteration 19Q: 3 clusters Score -1586726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1586736.375000 Penalty: 3110.716797
	Iteration 20F: 3 clusters Score -1586736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1586746.000000 Penalty: 3110.716797
	Iteration 21Q: 3 clusters Score -1586746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1586752.750000 Penalty: 3110.716797
	Iteration 22Q: 3 clusters Score -1586753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1586757.750000 Penalty: 3110.716797
	Iteration 23Q: 3 clusters Score -1586758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1586761.875000 Penalty: 3110.716797
	Iteration 24Q: 3 clusters Score -1586762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1586768.375000 Penalty: 3110.716797
	Iteration 25Q: 3 clusters Score -1586768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1586775.375000 Penalty: 3110.716797
	Iteration 26Q: 3 clusters Score -1586775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1586776.375000 Penalty: 3110.716797
	Iteration 27Q: 3 clusters Score -1586776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1586779.750000 Penalty: 3110.716797
	Iteration 28Q: 3 clusters Score -1586780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1586779.750000 Penalty: 3110.716797
	Iteration 29F: 3 clusters Score -1586780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -585927.437500 Penalty: 1394.002319
	Iteration 0F: 2 clusters Score -585927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -581699.312500 Penalty: 2788.004639
	Iteration 0F: 3 clusters Score -581699.3 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -582907.812500 Penalty: 2788.004639
	Iteration 1F: 3 clusters Score -582907.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -583084.187500 Penalty: 2788.004639
	Iteration 2F: 3 clusters Score -583084.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -583205.250000 Penalty: 2788.004639
	Iteration 3F: 3 clusters Score -583205.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -583301.437500 Penalty: 2788.004639
	Iteration 4Q: 3 clusters Score -583301.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -583381.000000 Penalty: 2788.004639
	Iteration 5Q: 3 clusters Score -583381 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -583463.187500 Penalty: 2788.004639
	Iteration 6Q: 3 clusters Score -583463.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -583570.875000 Penalty: 2788.004639
	Iteration 7Q: 3 clusters Score -583570.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -583683.562500 Penalty: 2788.004639
	Iteration 8Q: 3 clusters Score -583683.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -583822.312500 Penalty: 2788.004639
	Iteration 9Q: 3 clusters Score -583822.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -583968.375000 Penalty: 2788.004639
	Iteration 10Q: 3 clusters Score -583968.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -584105.750000 Penalty: 2788.004639
	Iteration 11Q: 3 clusters Score -584105.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -584247.750000 Penalty: 2788.004639
	Iteration 12Q: 3 clusters Score -584247.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -584370.875000 Penalty: 2788.004639
	Iteration 13Q: 3 clusters Score -584370.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -584463.000000 Penalty: 2788.004639
	Iteration 14Q: 3 clusters Score -584463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -584528.562500 Penalty: 2788.004639
	Iteration 15Q: 3 clusters Score -584528.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -584573.875000 Penalty: 2788.004639
	Iteration 16Q: 3 clusters Score -584573.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -584608.562500 Penalty: 2788.004639
	Iteration 17Q: 3 clusters Score -584608.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -584642.875000 Penalty: 2788.004639
	Iteration 18Q: 3 clusters Score -584642.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -584662.812500 Penalty: 2788.004639
	Iteration 19Q: 3 clusters Score -584662.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -584678.250000 Penalty: 2788.004639
	Iteration 20F: 3 clusters Score -584678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -584695.875000 Penalty: 2788.004639
	Iteration 21Q: 3 clusters Score -584695.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -584712.062500 Penalty: 2788.004639
	Iteration 22Q: 3 clusters Score -584712.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -584729.625000 Penalty: 2788.004639
	Iteration 23Q: 3 clusters Score -584729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -584741.750000 Penalty: 2788.004639
	Iteration 24Q: 3 clusters Score -584741.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -584750.875000 Penalty: 2788.004639
	Iteration 25Q: 3 clusters Score -584750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -584759.000000 Penalty: 2788.004639
	Iteration 26Q: 3 clusters Score -584759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -584765.062500 Penalty: 2788.004639
	Iteration 27Q: 3 clusters Score -584765.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -584769.875000 Penalty: 2788.004639
	Iteration 28Q: 3 clusters Score -584769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -584774.187500 Penalty: 2788.004639
	Iteration 29Q: 3 clusters Score -584774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -584777.687500 Penalty: 2788.004639
	Iteration 30Q: 3 clusters Score -584777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -584778.812500 Penalty: 2788.004639
	Iteration 31Q: 3 clusters Score -584778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -584782.625000 Penalty: 2788.004639
	Iteration 32Q: 3 clusters Score -584782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -584786.750000 Penalty: 2788.004639
	Iteration 33Q: 3 clusters Score -584786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -584790.062500 Penalty: 2788.004639
	Iteration 34Q: 3 clusters Score -584790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -584792.687500 Penalty: 2788.004639
	Iteration 35Q: 3 clusters Score -584792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -584794.500000 Penalty: 2788.004639
	Iteration 36Q: 3 clusters Score -584794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -584795.875000 Penalty: 2788.004639
	Iteration 37Q: 3 clusters Score -584795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -584797.562500 Penalty: 2788.004639
	Iteration 38Q: 3 clusters Score -584797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -584799.312500 Penalty: 2788.004639
	Iteration 39Q: 3 clusters Score -584799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -584799.812500 Penalty: 2788.004639
	Iteration 40F: 3 clusters Score -584799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Entering Unmasked Estep 
Score: -9319130.000000 Penalty: 1845.247681
	Iteration 0F: 2 clusters Score -9319130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -9261884.000000 Penalty: 3690.495361
	Iteration 0F: 3 clusters Score -9261884 nChanged 40673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -9285305.000000 Penalty: 3690.495361
	Iteration 1F: 3 clusters Score -9285305 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -9285827.000000 Penalty: 3690.495361
	Iteration 2Q: 3 clusters Score -9285827 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -9286199.000000 Penalty: 3690.495361
	Iteration 3Q: 3 clusters Score -9286199 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -9286635.000000 Penalty: 3690.495361
	Iteration 4Q: 3 clusters Score -9286635 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -9287229.000000 Penalty: 3690.495361
	Iteration 5Q: 3 clusters Score -9287229 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -9287892.000000 Penalty: 3690.495361
	Iteration 6Q: 3 clusters Score -9287892 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -9288713.000000 Penalty: 3690.495361
	Iteration 7Q: 3 clusters Score -9288713 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -9290038.000000 Penalty: 3690.495361
	Iteration 8Q: 3 clusters Score -9290038 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -9292155.000000 Penalty: 3690.495361
	Iteration 9Q: 3 clusters Score -9292155 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -9295605.000000 Penalty: 3690.495361
	Iteration 10F: 3 clusters Score -9295605 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -9299684.000000 Penalty: 3690.495361
	Iteration 11F: 3 clusters Score -9299684 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -9302726.000000 Penalty: 3690.495361
	Iteration 12F: 3 clusters Score -9302726 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9304320.000000 Penalty: 3690.495361
	Iteration 13Q: 3 clusters Score -9304320 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -9304869.000000 Penalty: 3690.495361
	Iteration 14Q: 3 clusters Score -9304869 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -9305366.000000 Penalty: 3690.495361
	Iteration 15Q: 3 clusters Score -9305366 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -9305776.000000 Penalty: 3690.495361
	Iteration 16Q: 3 clusters Score -9305776 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9306034.000000 Penalty: 3690.495361
	Iteration 17Q: 3 clusters Score -9306034 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -9306385.000000 Penalty: 3690.495361
	Iteration 18Q: 3 clusters Score -9306385 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -9306705.000000 Penalty: 3690.495361
	Iteration 19Q: 3 clusters Score -9306705 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -9306989.000000 Penalty: 3690.495361
	Iteration 20F: 3 clusters Score -9306989 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -9307342.000000 Penalty: 3690.495361
	Iteration 21Q: 3 clusters Score -9307342 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -9307707.000000 Penalty: 3690.495361
	Iteration 22Q: 3 clusters Score -9307707 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -9308151.000000 Penalty: 3690.495361
	Iteration 23Q: 3 clusters Score -9308151 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -9308634.000000 Penalty: 3690.495361
	Iteration 24Q: 3 clusters Score -9308634 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -9309086.000000 Penalty: 3690.495361
	Iteration 25Q: 3 clusters Score -9309086 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -9309504.000000 Penalty: 3690.495361
	Iteration 26Q: 3 clusters Score -9309504 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -9309990.000000 Penalty: 3690.495361
	Iteration 27Q: 3 clusters Score -9309990 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -9310457.000000 Penalty: 3690.495361
	Iteration 28Q: 3 clusters Score -9310457 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -9311027.000000 Penalty: 3690.495361
	Iteration 29Q: 3 clusters Score -9311027 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -9311535.000000 Penalty: 3690.495361
	Iteration 30Q: 3 clusters Score -9311535 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9312067.000000 Penalty: 3690.495361
	Iteration 31Q: 3 clusters Score -9312067 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -9312462.000000 Penalty: 3690.495361
	Iteration 32Q: 3 clusters Score -9312462 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -9312879.000000 Penalty: 3690.495361
	Iteration 33Q: 3 clusters Score -9312879 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -9313209.000000 Penalty: 3690.495361
	Iteration 34Q: 3 clusters Score -9313209 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -9313589.000000 Penalty: 3690.495361
	Iteration 35Q: 3 clusters Score -9313589 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -9313965.000000 Penalty: 3690.495361
	Iteration 36Q: 3 clusters Score -9313965 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -9314349.000000 Penalty: 3690.495361
	Iteration 37Q: 3 clusters Score -9314349 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -9314650.000000 Penalty: 3690.495361
	Iteration 38Q: 3 clusters Score -9314650 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -9314894.000000 Penalty: 3690.495361
	Iteration 39Q: 3 clusters Score -9314894 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -9315106.000000 Penalty: 3690.495361
	Iteration 40F: 3 clusters Score -9315106 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -9315282.000000 Penalty: 3690.495361
	Iteration 41Q: 3 clusters Score -9315282 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -9315418.000000 Penalty: 3690.495361
	Iteration 42Q: 3 clusters Score -9315418 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -9315616.000000 Penalty: 3690.495361
	Iteration 43Q: 3 clusters Score -9315616 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -9315776.000000 Penalty: 3690.495361
	Iteration 44Q: 3 clusters Score -9315776 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -9315981.000000 Penalty: 3690.495361
	Iteration 45Q: 3 clusters Score -9315981 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -9316121.000000 Penalty: 3690.495361
	Iteration 46Q: 3 clusters Score -9316121 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -9316271.000000 Penalty: 3690.495361
	Iteration 47Q: 3 clusters Score -9316271 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -9316446.000000 Penalty: 3690.495361
	Iteration 48Q: 3 clusters Score -9316446 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -9316588.000000 Penalty: 3690.495361
	Iteration 49Q: 3 clusters Score -9316588 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -9316687.000000 Penalty: 3690.495361
	Iteration 50Q: 3 clusters Score -9316687 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -9316793.000000 Penalty: 3690.495361
	Iteration 51Q: 3 clusters Score -9316793 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -9316884.000000 Penalty: 3690.495361
	Iteration 52Q: 3 clusters Score -9316884 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -9316996.000000 Penalty: 3690.495361
	Iteration 53Q: 3 clusters Score -9316996 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -9317118.000000 Penalty: 3690.495361
	Iteration 54Q: 3 clusters Score -9317118 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -9317253.000000 Penalty: 3690.495361
	Iteration 55Q: 3 clusters Score -9317253 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -9317337.000000 Penalty: 3690.495361
	Iteration 56Q: 3 clusters Score -9317337 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -9317442.000000 Penalty: 3690.495361
	Iteration 57Q: 3 clusters Score -9317442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -9317487.000000 Penalty: 3690.495361
	Iteration 58Q: 3 clusters Score -9317487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -9317522.000000 Penalty: 3690.495361
	Iteration 59Q: 3 clusters Score -9317522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -9317573.000000 Penalty: 3690.495361
	Iteration 60F: 3 clusters Score -9317573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -9317614.000000 Penalty: 3690.495361
	Iteration 61Q: 3 clusters Score -9317614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -9317637.000000 Penalty: 3690.495361
	Iteration 62Q: 3 clusters Score -9317637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -9317656.000000 Penalty: 3690.495361
	Iteration 63Q: 3 clusters Score -9317656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -9317678.000000 Penalty: 3690.495361
	Iteration 64Q: 3 clusters Score -9317678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -9317682.000000 Penalty: 3690.495361
	Iteration 65Q: 3 clusters Score -9317682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -9317697.000000 Penalty: 3690.495361
	Iteration 66Q: 3 clusters Score -9317697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -9317716.000000 Penalty: 3690.495361
	Iteration 67Q: 3 clusters Score -9317716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -9317716.000000 Penalty: 3690.495361
	Iteration 68Q: 3 clusters Score -9317716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -9317722.000000 Penalty: 3690.495361
	Iteration 69Q: 3 clusters Score -9317722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -9317723.000000 Penalty: 3690.495361
	Iteration 70Q: 3 clusters Score -9317723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -9317722.000000 Penalty: 3690.495361
	Iteration 71Q: 3 clusters Score -9317722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -9317719.000000 Penalty: 3690.495361
	Iteration 72Q: 3 clusters Score -9317719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -9317726.000000 Penalty: 3690.495361
	Iteration 73Q: 3 clusters Score -9317726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -9317739.000000 Penalty: 3690.495361
	Iteration 74Q: 3 clusters Score -9317739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -9317743.000000 Penalty: 3690.495361
	Iteration 75Q: 3 clusters Score -9317743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -9317740.000000 Penalty: 3690.495361
	Iteration 76Q: 3 clusters Score -9317740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -9317753.000000 Penalty: 3690.495361
	Iteration 77Q: 3 clusters Score -9317753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -9317755.000000 Penalty: 3690.495361
	Iteration 78Q: 3 clusters Score -9317755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 84209 members 
Entering Unmasked Estep 
Score: -9317759.000000 Penalty: 3690.495361
	Iteration 79Q: 3 clusters Score -9317759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -9317750.000000 Penalty: 3690.495361
	Iteration 80F: 3 clusters Score -9317750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -9317749.000000 Penalty: 3690.495361
	Iteration 81Q: 3 clusters Score -9317749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -9317753.000000 Penalty: 3690.495361
	Iteration 82Q: 3 clusters Score -9317753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -9317749.000000 Penalty: 3690.495361
	Iteration 83Q: 3 clusters Score -9317749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -9317751.000000 Penalty: 3690.495361
	Iteration 84Q: 3 clusters Score -9317751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -9317751.000000 Penalty: 3690.495361
	Iteration 85F: 3 clusters Score -9317751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Entering Unmasked Estep 
Score: -16763095.000000 Penalty: 1940.888428
	Iteration 0F: 2 clusters Score -1.67631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -16662718.000000 Penalty: 3881.776855
	Iteration 0F: 3 clusters Score -1.666272e+07 nChanged 74543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -16707300.000000 Penalty: 3881.776855
	Iteration 1F: 3 clusters Score -1.67073e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -16708822.000000 Penalty: 3881.776855
	Iteration 2Q: 3 clusters Score -1.670882e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -16711422.000000 Penalty: 3881.776855
	Iteration 3Q: 3 clusters Score -1.671142e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -16715636.000000 Penalty: 3881.776855
	Iteration 4F: 3 clusters Score -1.671564e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -16722181.000000 Penalty: 3881.776855
	Iteration 5F: 3 clusters Score -1.672218e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -16731258.000000 Penalty: 3881.776855
	Iteration 6F: 3 clusters Score -1.673126e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 127855 members 
Entering Unmasked Estep 
Score: -16741306.000000 Penalty: 3881.776855
	Iteration 7F: 3 clusters Score -1.674131e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 137487 members 
Entering Unmasked Estep 
Score: -16750125.000000 Penalty: 3881.776855
	Iteration 8F: 3 clusters Score -1.675012e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 144499 members 
Entering Unmasked Estep 
Score: -16755534.000000 Penalty: 3881.776855
	Iteration 9Q: 3 clusters Score -1.675553e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 148858 members 
Entering Unmasked Estep 
Score: -16758639.000000 Penalty: 3881.776855
	Iteration 10Q: 3 clusters Score -1.675864e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -16759992.000000 Penalty: 3881.776855
	Iteration 11Q: 3 clusters Score -1.675999e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -16760737.000000 Penalty: 3881.776855
	Iteration 12Q: 3 clusters Score -1.676074e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -16761083.000000 Penalty: 3881.776855
	Iteration 13Q: 3 clusters Score -1.676108e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -16761222.000000 Penalty: 3881.776855
	Iteration 14Q: 3 clusters Score -1.676122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -16761309.000000 Penalty: 3881.776855
	Iteration 15Q: 3 clusters Score -1.676131e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -16761374.000000 Penalty: 3881.776855
	Iteration 16Q: 3 clusters Score -1.676137e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -16761410.000000 Penalty: 3881.776855
	Iteration 17Q: 3 clusters Score -1.676141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -16761423.000000 Penalty: 3881.776855
	Iteration 18Q: 3 clusters Score -1.676142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -16761436.000000 Penalty: 3881.776855
	Iteration 19Q: 3 clusters Score -1.676144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -16761435.000000 Penalty: 3881.776855
	Iteration 20F: 3 clusters Score -1.676144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 153493 members 
Entering Unmasked Estep 
Score: -16761444.000000 Penalty: 3881.776855
	Iteration 21Q: 3 clusters Score -1.676144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -16761440.000000 Penalty: 3881.776855
	Iteration 22Q: 3 clusters Score -1.676144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 153503 members 
Entering Unmasked Estep 
Score: -16761438.000000 Penalty: 3881.776855
	Iteration 23Q: 3 clusters Score -1.676144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -16761445.000000 Penalty: 3881.776855
	Iteration 24Q: 3 clusters Score -1.676144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -16761448.000000 Penalty: 3881.776855
	Iteration 25Q: 3 clusters Score -1.676145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -16761455.000000 Penalty: 3881.776855
	Iteration 26Q: 3 clusters Score -1.676146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -16761450.000000 Penalty: 3881.776855
	Iteration 27Q: 3 clusters Score -1.676145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -16761460.000000 Penalty: 3881.776855
	Iteration 28Q: 3 clusters Score -1.676146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -16761453.000000 Penalty: 3881.776855
	Iteration 29Q: 3 clusters Score -1.676145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -16761452.000000 Penalty: 3881.776855
	Iteration 30Q: 3 clusters Score -1.676145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -16761452.000000 Penalty: 3881.776855
	Iteration 31F: 3 clusters Score -1.676145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -360502.375000 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -360502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -357476.281250 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -357476.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -358294.781250 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -358294.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -358606.312500 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -358606.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -358910.468750 Penalty: 2655.034424
	Iteration 3F: 3 clusters Score -358910.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -359236.062500 Penalty: 2655.034424
	Iteration 4F: 3 clusters Score -359236.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -359704.781250 Penalty: 2655.034424
	Iteration 5F: 3 clusters Score -359704.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -360139.750000 Penalty: 2655.034424
	Iteration 6F: 3 clusters Score -360139.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -360490.187500 Penalty: 2655.034424
	Iteration 7F: 3 clusters Score -360490.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -360729.125000 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -360729.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -360867.500000 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -360867.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -360932.531250 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -360932.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -360958.937500 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -360958.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -360974.281250 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -360974.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -360985.156250 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -360985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -360986.812500 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -360986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -360988.312500 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -360988.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -360988.312500 Penalty: 2655.034424
	Iteration 16F: 3 clusters Score -360988.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85423 members 
Mstep: Class 6 contains 153880 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
Score: -98859928.000000 Penalty: 44658.785156
Splitting cluster 7 changes total score from -98860336.000000 to -98859928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -343889.218750 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -343889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -341064.125000 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -341064.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -341991.062500 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -341991.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -342365.281250 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -342365.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -342622.656250 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -342622.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -342785.968750 Penalty: 2622.129150
	Iteration 4F: 3 clusters Score -342786 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -342900.156250 Penalty: 2622.129150
	Iteration 5F: 3 clusters Score -342900.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -343046.343750 Penalty: 2622.129150
	Iteration 6Q: 3 clusters Score -343046.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -343213.500000 Penalty: 2622.129150
	Iteration 7F: 3 clusters Score -343213.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -343362.156250 Penalty: 2622.129150
	Iteration 8F: 3 clusters Score -343362.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -343533.218750 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -343533.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -343700.968750 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -343701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -343834.500000 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -343834.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -343892.218750 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -343892.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -343943.531250 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -343943.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -343965.437500 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -343965.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -343974.093750 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -343974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -343980.625000 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -343980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -343984.218750 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -343984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -343990.437500 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -343990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -343993.562500 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -343993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -343993.937500 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -343993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85423 members 
Mstep: Class 6 contains 153880 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
Score: -98859520.000000 Penalty: 44658.785156
Splitting cluster 8 changes total score from -98860336.000000 to -98859520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -239204.484375 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -239204.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -236994.843750 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -236994.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237531.328125 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -237531.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -237645.171875 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -237645.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -237717.937500 Penalty: 2502.448730
	Iteration 3Q: 3 clusters Score -237717.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -237766.109375 Penalty: 2502.448730
	Iteration 4Q: 3 clusters Score -237766.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -237803.703125 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -237803.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237834.203125 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -237834.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -237859.109375 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -237859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -237877.328125 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -237877.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -237899.000000 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -237899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -237922.062500 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -237922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -237936.140625 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -237936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -237949.031250 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -237949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237958.515625 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -237958.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -237971.859375 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -237971.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -237988.687500 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -237988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -237999.890625 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -237999.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238013.421875 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -238013.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -238025.593750 Penalty: 2502.448730
	Iteration 18Q: 3 clusters Score -238025.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -238036.968750 Penalty: 2502.448730
	Iteration 19Q: 3 clusters Score -238037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -238044.109375 Penalty: 2502.448730
	Iteration 20F: 3 clusters Score -238044.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -238054.468750 Penalty: 2502.448730
	Iteration 21Q: 3 clusters Score -238054.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -238061.187500 Penalty: 2502.448730
	Iteration 22Q: 3 clusters Score -238061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238065.812500 Penalty: 2502.448730
	Iteration 23Q: 3 clusters Score -238065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -238071.359375 Penalty: 2502.448730
	Iteration 24Q: 3 clusters Score -238071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -238073.625000 Penalty: 2502.448730
	Iteration 25Q: 3 clusters Score -238073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -238075.765625 Penalty: 2502.448730
	Iteration 26Q: 3 clusters Score -238075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -238077.515625 Penalty: 2502.448730
	Iteration 27Q: 3 clusters Score -238077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -238078.437500 Penalty: 2502.448730
	Iteration 28Q: 3 clusters Score -238078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -238080.500000 Penalty: 2502.448730
	Iteration 29Q: 3 clusters Score -238080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -238082.812500 Penalty: 2502.448730
	Iteration 30Q: 3 clusters Score -238082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -238086.453125 Penalty: 2502.448730
	Iteration 31Q: 3 clusters Score -238086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -238093.640625 Penalty: 2502.448730
	Iteration 32Q: 3 clusters Score -238093.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -238099.375000 Penalty: 2502.448730
	Iteration 33Q: 3 clusters Score -238099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -238103.812500 Penalty: 2502.448730
	Iteration 34Q: 3 clusters Score -238103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238105.546875 Penalty: 2502.448730
	Iteration 35Q: 3 clusters Score -238105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -238106.296875 Penalty: 2502.448730
	Iteration 36Q: 3 clusters Score -238106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -238106.921875 Penalty: 2502.448730
	Iteration 37Q: 3 clusters Score -238106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -238110.046875 Penalty: 2502.448730
	Iteration 38Q: 3 clusters Score -238110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -238112.765625 Penalty: 2502.448730
	Iteration 39Q: 3 clusters Score -238112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238114.437500 Penalty: 2502.448730
	Iteration 40F: 3 clusters Score -238114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -238115.968750 Penalty: 2502.448730
	Iteration 41Q: 3 clusters Score -238116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -238116.781250 Penalty: 2502.448730
	Iteration 42Q: 3 clusters Score -238116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -238117.125000 Penalty: 2502.448730
	Iteration 43Q: 3 clusters Score -238117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -238117.406250 Penalty: 2502.448730
	Iteration 44Q: 3 clusters Score -238117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -238117.406250 Penalty: 2502.448730
	Iteration 45F: 3 clusters Score -238117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -246655.937500 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -246655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244372.156250 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -244372.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -244889.515625 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -244889.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244996.734375 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -244996.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -245052.437500 Penalty: 2510.588623
	Iteration 3Q: 3 clusters Score -245052.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245104.078125 Penalty: 2510.588623
	Iteration 4Q: 3 clusters Score -245104.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -245140.515625 Penalty: 2510.588623
	Iteration 5Q: 3 clusters Score -245140.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -245165.203125 Penalty: 2510.588623
	Iteration 6Q: 3 clusters Score -245165.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -245191.640625 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -245191.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245216.109375 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -245216.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -245251.437500 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -245251.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -245273.484375 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -245273.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -245290.031250 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -245290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -245308.234375 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -245308.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245317.562500 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -245317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -245324.390625 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -245324.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -245335.031250 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -245335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -245340.140625 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -245340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -245345.375000 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -245345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -245346.828125 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -245346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -245348.062500 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -245348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -245348.062500 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -245348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -244010.796875 Penalty: 1263.550537
	Iteration 0F: 2 clusters Score -244010.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -241792.718750 Penalty: 2527.101074
	Iteration 0F: 3 clusters Score -241792.7 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242500.875000 Penalty: 2527.101074
	Iteration 1F: 3 clusters Score -242500.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -242904.953125 Penalty: 2527.101074
	Iteration 2F: 3 clusters Score -242905 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -243362.796875 Penalty: 2527.101074
	Iteration 3F: 3 clusters Score -243362.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -243859.218750 Penalty: 2527.101074
	Iteration 4F: 3 clusters Score -243859.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -244181.406250 Penalty: 2527.101074
	Iteration 5F: 3 clusters Score -244181.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -244330.125000 Penalty: 2527.101074
	Iteration 6Q: 3 clusters Score -244330.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -244397.796875 Penalty: 2527.101074
	Iteration 7Q: 3 clusters Score -244397.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -244422.125000 Penalty: 2527.101074
	Iteration 8Q: 3 clusters Score -244422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -244431.546875 Penalty: 2527.101074
	Iteration 9Q: 3 clusters Score -244431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -244434.531250 Penalty: 2527.101074
	Iteration 10Q: 3 clusters Score -244434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -244436.250000 Penalty: 2527.101074
	Iteration 11Q: 3 clusters Score -244436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -244438.656250 Penalty: 2527.101074
	Iteration 12Q: 3 clusters Score -244438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -244438.656250 Penalty: 2527.101074
	Iteration 13F: 3 clusters Score -244438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85423 members 
Mstep: Class 6 contains 153880 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 17 contains 137 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
Score: -98859648.000000 Penalty: 44658.785156
Splitting cluster 11 changes total score from -98860336.000000 to -98859648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -249891.906250 Penalty: 1256.936890
	Iteration 0F: 2 clusters Score -249891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -247576.687500 Penalty: 2513.873779
	Iteration 0F: 3 clusters Score -247576.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -248146.343750 Penalty: 2513.873779
	Iteration 1F: 3 clusters Score -248146.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -248281.875000 Penalty: 2513.873779
	Iteration 2F: 3 clusters Score -248281.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -248351.296875 Penalty: 2513.873779
	Iteration 3F: 3 clusters Score -248351.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -248404.921875 Penalty: 2513.873779
	Iteration 4Q: 3 clusters Score -248404.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -248435.281250 Penalty: 2513.873779
	Iteration 5Q: 3 clusters Score -248435.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -248465.562500 Penalty: 2513.873779
	Iteration 6Q: 3 clusters Score -248465.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -248485.609375 Penalty: 2513.873779
	Iteration 7Q: 3 clusters Score -248485.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -248501.078125 Penalty: 2513.873779
	Iteration 8Q: 3 clusters Score -248501.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -248514.750000 Penalty: 2513.873779
	Iteration 9Q: 3 clusters Score -248514.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -248525.250000 Penalty: 2513.873779
	Iteration 10Q: 3 clusters Score -248525.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -248532.937500 Penalty: 2513.873779
	Iteration 11Q: 3 clusters Score -248532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -248539.546875 Penalty: 2513.873779
	Iteration 12Q: 3 clusters Score -248539.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -248543.921875 Penalty: 2513.873779
	Iteration 13Q: 3 clusters Score -248543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -248547.484375 Penalty: 2513.873779
	Iteration 14Q: 3 clusters Score -248547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -248549.046875 Penalty: 2513.873779
	Iteration 15Q: 3 clusters Score -248549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -248552.062500 Penalty: 2513.873779
	Iteration 16Q: 3 clusters Score -248552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -248555.593750 Penalty: 2513.873779
	Iteration 17Q: 3 clusters Score -248555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -248559.765625 Penalty: 2513.873779
	Iteration 18Q: 3 clusters Score -248559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -248563.062500 Penalty: 2513.873779
	Iteration 19Q: 3 clusters Score -248563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -248564.843750 Penalty: 2513.873779
	Iteration 20F: 3 clusters Score -248564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -248565.906250 Penalty: 2513.873779
	Iteration 21Q: 3 clusters Score -248565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -248568.546875 Penalty: 2513.873779
	Iteration 22Q: 3 clusters Score -248568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -248570.015625 Penalty: 2513.873779
	Iteration 23Q: 3 clusters Score -248570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -248572.500000 Penalty: 2513.873779
	Iteration 24Q: 3 clusters Score -248572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -248577.031250 Penalty: 2513.873779
	Iteration 25Q: 3 clusters Score -248577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -248580.437500 Penalty: 2513.873779
	Iteration 26Q: 3 clusters Score -248580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248583.093750 Penalty: 2513.873779
	Iteration 27Q: 3 clusters Score -248583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -248584.187500 Penalty: 2513.873779
	Iteration 28Q: 3 clusters Score -248584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -248586.781250 Penalty: 2513.873779
	Iteration 29Q: 3 clusters Score -248586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -248588.453125 Penalty: 2513.873779
	Iteration 30Q: 3 clusters Score -248588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -248589.484375 Penalty: 2513.873779
	Iteration 31Q: 3 clusters Score -248589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -248589.718750 Penalty: 2513.873779
	Iteration 32Q: 3 clusters Score -248589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -248590.031250 Penalty: 2513.873779
	Iteration 33Q: 3 clusters Score -248590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -248590.218750 Penalty: 2513.873779
	Iteration 34Q: 3 clusters Score -248590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -248590.578125 Penalty: 2513.873779
	Iteration 35Q: 3 clusters Score -248590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -248590.687500 Penalty: 2513.873779
	Iteration 36Q: 3 clusters Score -248590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -248590.687500 Penalty: 2513.873779
	Iteration 37F: 3 clusters Score -248590.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Entering Unmasked Estep 
Score: -7411175.000000 Penalty: 1807.245605
	Iteration 0F: 2 clusters Score -7411175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -7365985.000000 Penalty: 3614.491211
	Iteration 0F: 3 clusters Score -7365985 nChanged 31986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -7384429.500000 Penalty: 3614.491211
	Iteration 1F: 3 clusters Score -7384430 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -7385016.500000 Penalty: 3614.491211
	Iteration 2Q: 3 clusters Score -7385016 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -7385679.500000 Penalty: 3614.491211
	Iteration 3Q: 3 clusters Score -7385680 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -7386488.000000 Penalty: 3614.491211
	Iteration 4Q: 3 clusters Score -7386488 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -7387625.000000 Penalty: 3614.491211
	Iteration 5Q: 3 clusters Score -7387625 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -7389318.500000 Penalty: 3614.491211
	Iteration 6Q: 3 clusters Score -7389318 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -7392014.500000 Penalty: 3614.491211
	Iteration 7F: 3 clusters Score -7392014 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -7395749.000000 Penalty: 3614.491211
	Iteration 8F: 3 clusters Score -7395749 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -7400076.000000 Penalty: 3614.491211
	Iteration 9F: 3 clusters Score -7400076 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -7403705.000000 Penalty: 3614.491211
	Iteration 10F: 3 clusters Score -7403705 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -7406026.500000 Penalty: 3614.491211
	Iteration 11Q: 3 clusters Score -7406026 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7407360.000000 Penalty: 3614.491211
	Iteration 12Q: 3 clusters Score -7407360 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -7408169.500000 Penalty: 3614.491211
	Iteration 13Q: 3 clusters Score -7408170 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7408680.000000 Penalty: 3614.491211
	Iteration 14Q: 3 clusters Score -7408680 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7409035.000000 Penalty: 3614.491211
	Iteration 15Q: 3 clusters Score -7409035 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7409203.000000 Penalty: 3614.491211
	Iteration 16Q: 3 clusters Score -7409203 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7409329.500000 Penalty: 3614.491211
	Iteration 17Q: 3 clusters Score -7409330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7409427.000000 Penalty: 3614.491211
	Iteration 18Q: 3 clusters Score -7409427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7409511.000000 Penalty: 3614.491211
	Iteration 19Q: 3 clusters Score -7409511 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7409546.000000 Penalty: 3614.491211
	Iteration 20F: 3 clusters Score -7409546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7409592.500000 Penalty: 3614.491211
	Iteration 21Q: 3 clusters Score -7409592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7409630.000000 Penalty: 3614.491211
	Iteration 22Q: 3 clusters Score -7409630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7409660.000000 Penalty: 3614.491211
	Iteration 23Q: 3 clusters Score -7409660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7409690.500000 Penalty: 3614.491211
	Iteration 24Q: 3 clusters Score -7409690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7409711.500000 Penalty: 3614.491211
	Iteration 25Q: 3 clusters Score -7409712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7409738.000000 Penalty: 3614.491211
	Iteration 26Q: 3 clusters Score -7409738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7409750.000000 Penalty: 3614.491211
	Iteration 27Q: 3 clusters Score -7409750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7409757.500000 Penalty: 3614.491211
	Iteration 28Q: 3 clusters Score -7409758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7409766.000000 Penalty: 3614.491211
	Iteration 29Q: 3 clusters Score -7409766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7409772.500000 Penalty: 3614.491211
	Iteration 30Q: 3 clusters Score -7409772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7409782.000000 Penalty: 3614.491211
	Iteration 31Q: 3 clusters Score -7409782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7409776.500000 Penalty: 3614.491211
	Iteration 32Q: 3 clusters Score -7409776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7409792.000000 Penalty: 3614.491211
	Iteration 33Q: 3 clusters Score -7409792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7409792.500000 Penalty: 3614.491211
	Iteration 34Q: 3 clusters Score -7409792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7409790.500000 Penalty: 3614.491211
	Iteration 35Q: 3 clusters Score -7409790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7409797.000000 Penalty: 3614.491211
	Iteration 36Q: 3 clusters Score -7409797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7409794.000000 Penalty: 3614.491211
	Iteration 37Q: 3 clusters Score -7409794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7409790.500000 Penalty: 3614.491211
	Iteration 38Q: 3 clusters Score -7409790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7409799.500000 Penalty: 3614.491211
	Iteration 39Q: 3 clusters Score -7409800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7409794.000000 Penalty: 3614.491211
	Iteration 40F: 3 clusters Score -7409794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7409790.000000 Penalty: 3614.491211
	Iteration 41Q: 3 clusters Score -7409790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7409793.500000 Penalty: 3614.491211
	Iteration 42Q: 3 clusters Score -7409794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7409794.000000 Penalty: 3614.491211
	Iteration 43Q: 3 clusters Score -7409794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7409794.000000 Penalty: 3614.491211
	Iteration 44F: 3 clusters Score -7409794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -463282.750000 Penalty: 1367.643433
	Iteration 0F: 2 clusters Score -463282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -459591.625000 Penalty: 2735.286865
	Iteration 0F: 3 clusters Score -459591.6 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -460634.718750 Penalty: 2735.286865
	Iteration 1F: 3 clusters Score -460634.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -460957.437500 Penalty: 2735.286865
	Iteration 2F: 3 clusters Score -460957.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -461272.937500 Penalty: 2735.286865
	Iteration 3F: 3 clusters Score -461272.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -461647.218750 Penalty: 2735.286865
	Iteration 4F: 3 clusters Score -461647.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -461983.250000 Penalty: 2735.286865
	Iteration 5F: 3 clusters Score -461983.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -462299.625000 Penalty: 2735.286865
	Iteration 6F: 3 clusters Score -462299.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -462526.187500 Penalty: 2735.286865
	Iteration 7F: 3 clusters Score -462526.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -462676.312500 Penalty: 2735.286865
	Iteration 8Q: 3 clusters Score -462676.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -462779.875000 Penalty: 2735.286865
	Iteration 9Q: 3 clusters Score -462779.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -462848.562500 Penalty: 2735.286865
	Iteration 10Q: 3 clusters Score -462848.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -462890.687500 Penalty: 2735.286865
	Iteration 11Q: 3 clusters Score -462890.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -462913.375000 Penalty: 2735.286865
	Iteration 12Q: 3 clusters Score -462913.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -462928.562500 Penalty: 2735.286865
	Iteration 13Q: 3 clusters Score -462928.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -462938.937500 Penalty: 2735.286865
	Iteration 14Q: 3 clusters Score -462938.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -462946.875000 Penalty: 2735.286865
	Iteration 15Q: 3 clusters Score -462946.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -462955.750000 Penalty: 2735.286865
	Iteration 16Q: 3 clusters Score -462955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -462962.125000 Penalty: 2735.286865
	Iteration 17Q: 3 clusters Score -462962.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -462968.187500 Penalty: 2735.286865
	Iteration 18Q: 3 clusters Score -462968.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -462976.406250 Penalty: 2735.286865
	Iteration 19Q: 3 clusters Score -462976.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -462983.781250 Penalty: 2735.286865
	Iteration 20F: 3 clusters Score -462983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -462993.562500 Penalty: 2735.286865
	Iteration 21Q: 3 clusters Score -462993.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -463001.437500 Penalty: 2735.286865
	Iteration 22Q: 3 clusters Score -463001.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -463007.906250 Penalty: 2735.286865
	Iteration 23Q: 3 clusters Score -463007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -463013.093750 Penalty: 2735.286865
	Iteration 24Q: 3 clusters Score -463013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -463016.187500 Penalty: 2735.286865
	Iteration 25Q: 3 clusters Score -463016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -463018.000000 Penalty: 2735.286865
	Iteration 26Q: 3 clusters Score -463018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -463019.250000 Penalty: 2735.286865
	Iteration 27Q: 3 clusters Score -463019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -463020.968750 Penalty: 2735.286865
	Iteration 28Q: 3 clusters Score -463021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -463021.718750 Penalty: 2735.286865
	Iteration 29Q: 3 clusters Score -463021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -463022.656250 Penalty: 2735.286865
	Iteration 30Q: 3 clusters Score -463022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -463022.656250 Penalty: 2735.286865
	Iteration 31F: 3 clusters Score -463022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234869 members 
Entering Unmasked Estep 
Score: -25224128.000000 Penalty: 2009.602295
	Iteration 0F: 2 clusters Score -2.522413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -25090640.000000 Penalty: 4019.204590
	Iteration 0F: 3 clusters Score -2.509064e+07 nChanged 114094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112374 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -25158298.000000 Penalty: 4019.204590
	Iteration 1F: 3 clusters Score -2.51583e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 126067 members 
Entering Unmasked Estep 
Score: -25159740.000000 Penalty: 4019.204590
	Iteration 2Q: 3 clusters Score -2.515974e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -25162276.000000 Penalty: 4019.204590
	Iteration 3Q: 3 clusters Score -2.516228e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -25166980.000000 Penalty: 4019.204590
	Iteration 4Q: 3 clusters Score -2.516698e+07 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -25174614.000000 Penalty: 4019.204590
	Iteration 5F: 3 clusters Score -2.517461e+07 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -25185096.000000 Penalty: 4019.204590
	Iteration 6F: 3 clusters Score -2.51851e+07 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 187893 members 
Entering Unmasked Estep 
Score: -25196154.000000 Penalty: 4019.204590
	Iteration 7F: 3 clusters Score -2.519615e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 200246 members 
Entering Unmasked Estep 
Score: -25204530.000000 Penalty: 4019.204590
	Iteration 8F: 3 clusters Score -2.520453e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 207134 members 
Entering Unmasked Estep 
Score: -25209804.000000 Penalty: 4019.204590
	Iteration 9Q: 3 clusters Score -2.52098e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 210870 members 
Entering Unmasked Estep 
Score: -25212800.000000 Penalty: 4019.204590
	Iteration 10Q: 3 clusters Score -2.52128e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 213357 members 
Entering Unmasked Estep 
Score: -25214212.000000 Penalty: 4019.204590
	Iteration 11Q: 3 clusters Score -2.521421e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 215228 members 
Entering Unmasked Estep 
Score: -25215036.000000 Penalty: 4019.204590
	Iteration 12Q: 3 clusters Score -2.521504e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 216841 members 
Entering Unmasked Estep 
Score: -25215620.000000 Penalty: 4019.204590
	Iteration 13Q: 3 clusters Score -2.521562e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 218249 members 
Entering Unmasked Estep 
Score: -25216024.000000 Penalty: 4019.204590
	Iteration 14Q: 3 clusters Score -2.521602e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 219496 members 
Entering Unmasked Estep 
Score: -25216502.000000 Penalty: 4019.204590
	Iteration 15Q: 3 clusters Score -2.52165e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 220610 members 
Entering Unmasked Estep 
Score: -25217100.000000 Penalty: 4019.204590
	Iteration 16Q: 3 clusters Score -2.52171e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 221585 members 
Entering Unmasked Estep 
Score: -25217566.000000 Penalty: 4019.204590
	Iteration 17Q: 3 clusters Score -2.521757e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 222480 members 
Entering Unmasked Estep 
Score: -25217822.000000 Penalty: 4019.204590
	Iteration 18Q: 3 clusters Score -2.521782e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -25218128.000000 Penalty: 4019.204590
	Iteration 19Q: 3 clusters Score -2.521813e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 223971 members 
Entering Unmasked Estep 
Score: -25218396.000000 Penalty: 4019.204590
	Iteration 20F: 3 clusters Score -2.52184e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 224624 members 
Entering Unmasked Estep 
Score: -25218704.000000 Penalty: 4019.204590
	Iteration 21Q: 3 clusters Score -2.52187e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 225218 members 
Entering Unmasked Estep 
Score: -25219006.000000 Penalty: 4019.204590
	Iteration 22Q: 3 clusters Score -2.521901e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 225769 members 
Entering Unmasked Estep 
Score: -25219224.000000 Penalty: 4019.204590
	Iteration 23Q: 3 clusters Score -2.521922e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 226297 members 
Entering Unmasked Estep 
Score: -25219540.000000 Penalty: 4019.204590
	Iteration 24Q: 3 clusters Score -2.521954e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 226772 members 
Entering Unmasked Estep 
Score: -25219814.000000 Penalty: 4019.204590
	Iteration 25Q: 3 clusters Score -2.521981e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 227181 members 
Entering Unmasked Estep 
Score: -25220056.000000 Penalty: 4019.204590
	Iteration 26Q: 3 clusters Score -2.522006e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 227534 members 
Entering Unmasked Estep 
Score: -25220210.000000 Penalty: 4019.204590
	Iteration 27Q: 3 clusters Score -2.522021e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 227853 members 
Entering Unmasked Estep 
Score: -25220410.000000 Penalty: 4019.204590
	Iteration 28Q: 3 clusters Score -2.522041e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 228118 members 
Entering Unmasked Estep 
Score: -25220536.000000 Penalty: 4019.204590
	Iteration 29Q: 3 clusters Score -2.522054e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 228373 members 
Entering Unmasked Estep 
Score: -25220768.000000 Penalty: 4019.204590
	Iteration 30Q: 3 clusters Score -2.522077e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 228620 members 
Entering Unmasked Estep 
Score: -25220946.000000 Penalty: 4019.204590
	Iteration 31Q: 3 clusters Score -2.522095e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 228840 members 
Entering Unmasked Estep 
Score: -25221076.000000 Penalty: 4019.204590
	Iteration 32Q: 3 clusters Score -2.522108e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 229046 members 
Entering Unmasked Estep 
Score: -25221146.000000 Penalty: 4019.204590
	Iteration 33Q: 3 clusters Score -2.522115e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 229236 members 
Entering Unmasked Estep 
Score: -25221192.000000 Penalty: 4019.204590
	Iteration 34Q: 3 clusters Score -2.522119e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 229407 members 
Entering Unmasked Estep 
Score: -25221290.000000 Penalty: 4019.204590
	Iteration 35Q: 3 clusters Score -2.522129e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 229572 members 
Entering Unmasked Estep 
Score: -25221344.000000 Penalty: 4019.204590
	Iteration 36Q: 3 clusters Score -2.522134e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 229719 members 
Entering Unmasked Estep 
Score: -25221348.000000 Penalty: 4019.204590
	Iteration 37Q: 3 clusters Score -2.522135e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 229857 members 
Entering Unmasked Estep 
Score: -25221400.000000 Penalty: 4019.204590
	Iteration 38Q: 3 clusters Score -2.52214e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 229971 members 
Entering Unmasked Estep 
Score: -25221462.000000 Penalty: 4019.204590
	Iteration 39Q: 3 clusters Score -2.522146e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 230069 members 
Entering Unmasked Estep 
Score: -25221486.000000 Penalty: 4019.204590
	Iteration 40F: 3 clusters Score -2.522149e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 230155 members 
Entering Unmasked Estep 
Score: -25221540.000000 Penalty: 4019.204590
	Iteration 41Q: 3 clusters Score -2.522154e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 230248 members 
Entering Unmasked Estep 
Score: -25221540.000000 Penalty: 4019.204590
	Iteration 42Q: 3 clusters Score -2.522154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 230342 members 
Entering Unmasked Estep 
Score: -25221602.000000 Penalty: 4019.204590
	Iteration 43Q: 3 clusters Score -2.52216e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 230432 members 
Entering Unmasked Estep 
Score: -25221582.000000 Penalty: 4019.204590
	Iteration 44Q: 3 clusters Score -2.522158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 230510 members 
Entering Unmasked Estep 
Score: -25221672.000000 Penalty: 4019.204590
	Iteration 45Q: 3 clusters Score -2.522167e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 230593 members 
Entering Unmasked Estep 
Score: -25221642.000000 Penalty: 4019.204590
	Iteration 46Q: 3 clusters Score -2.522164e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 230693 members 
Entering Unmasked Estep 
Score: -25221644.000000 Penalty: 4019.204590
	Iteration 47Q: 3 clusters Score -2.522164e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 230792 members 
Entering Unmasked Estep 
Score: -25221696.000000 Penalty: 4019.204590
	Iteration 48Q: 3 clusters Score -2.52217e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 230885 members 
Entering Unmasked Estep 
Score: -25221750.000000 Penalty: 4019.204590
	Iteration 49Q: 3 clusters Score -2.522175e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 230968 members 
Entering Unmasked Estep 
Score: -25221760.000000 Penalty: 4019.204590
	Iteration 50Q: 3 clusters Score -2.522176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 231033 members 
Entering Unmasked Estep 
Score: -25221790.000000 Penalty: 4019.204590
	Iteration 51Q: 3 clusters Score -2.522179e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 231112 members 
Entering Unmasked Estep 
Score: -25221858.000000 Penalty: 4019.204590
	Iteration 52Q: 3 clusters Score -2.522186e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 231177 members 
Entering Unmasked Estep 
Score: -25221832.000000 Penalty: 4019.204590
	Iteration 53Q: 3 clusters Score -2.522183e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 231237 members 
Entering Unmasked Estep 
Score: -25221848.000000 Penalty: 4019.204590
	Iteration 54Q: 3 clusters Score -2.522185e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 231293 members 
Entering Unmasked Estep 
Score: -25221852.000000 Penalty: 4019.204590
	Iteration 55Q: 3 clusters Score -2.522185e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 231348 members 
Entering Unmasked Estep 
Score: -25221830.000000 Penalty: 4019.204590
	Iteration 56Q: 3 clusters Score -2.522183e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 231410 members 
Entering Unmasked Estep 
Score: -25221848.000000 Penalty: 4019.204590
	Iteration 57Q: 3 clusters Score -2.522185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 231463 members 
Entering Unmasked Estep 
Score: -25221876.000000 Penalty: 4019.204590
	Iteration 58Q: 3 clusters Score -2.522188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 231502 members 
Entering Unmasked Estep 
Score: -25221920.000000 Penalty: 4019.204590
	Iteration 59Q: 3 clusters Score -2.522192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 231536 members 
Entering Unmasked Estep 
Score: -25221896.000000 Penalty: 4019.204590
	Iteration 60F: 3 clusters Score -2.52219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 231575 members 
Entering Unmasked Estep 
Score: -25221906.000000 Penalty: 4019.204590
	Iteration 61Q: 3 clusters Score -2.522191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 231608 members 
Entering Unmasked Estep 
Score: -25221934.000000 Penalty: 4019.204590
	Iteration 62Q: 3 clusters Score -2.522193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -25221912.000000 Penalty: 4019.204590
	Iteration 63Q: 3 clusters Score -2.522191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 231657 members 
Entering Unmasked Estep 
Score: -25221908.000000 Penalty: 4019.204590
	Iteration 64Q: 3 clusters Score -2.522191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 231686 members 
Entering Unmasked Estep 
Score: -25221950.000000 Penalty: 4019.204590
	Iteration 65Q: 3 clusters Score -2.522195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 231716 members 
Entering Unmasked Estep 
Score: -25221960.000000 Penalty: 4019.204590
	Iteration 66Q: 3 clusters Score -2.522196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 231735 members 
Entering Unmasked Estep 
Score: -25221964.000000 Penalty: 4019.204590
	Iteration 67Q: 3 clusters Score -2.522196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 231760 members 
Entering Unmasked Estep 
Score: -25222002.000000 Penalty: 4019.204590
	Iteration 68Q: 3 clusters Score -2.5222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 231781 members 
Entering Unmasked Estep 
Score: -25222034.000000 Penalty: 4019.204590
	Iteration 69Q: 3 clusters Score -2.522203e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 231804 members 
Entering Unmasked Estep 
Score: -25222084.000000 Penalty: 4019.204590
	Iteration 70Q: 3 clusters Score -2.522208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 231820 members 
Entering Unmasked Estep 
Score: -25222068.000000 Penalty: 4019.204590
	Iteration 71Q: 3 clusters Score -2.522207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 231838 members 
Entering Unmasked Estep 
Score: -25222094.000000 Penalty: 4019.204590
	Iteration 72Q: 3 clusters Score -2.522209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 231848 members 
Entering Unmasked Estep 
Score: -25222112.000000 Penalty: 4019.204590
	Iteration 73Q: 3 clusters Score -2.522211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 231858 members 
Entering Unmasked Estep 
Score: -25222114.000000 Penalty: 4019.204590
	Iteration 74Q: 3 clusters Score -2.522211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 231872 members 
Entering Unmasked Estep 
Score: -25222154.000000 Penalty: 4019.204590
	Iteration 75Q: 3 clusters Score -2.522215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 231887 members 
Entering Unmasked Estep 
Score: -25222152.000000 Penalty: 4019.204590
	Iteration 76Q: 3 clusters Score -2.522215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 231904 members 
Entering Unmasked Estep 
Score: -25222142.000000 Penalty: 4019.204590
	Iteration 77Q: 3 clusters Score -2.522214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 231915 members 
Entering Unmasked Estep 
Score: -25222180.000000 Penalty: 4019.204590
	Iteration 78Q: 3 clusters Score -2.522218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 231923 members 
Entering Unmasked Estep 
Score: -25222198.000000 Penalty: 4019.204590
	Iteration 79Q: 3 clusters Score -2.52222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 231936 members 
Entering Unmasked Estep 
Score: -25222178.000000 Penalty: 4019.204590
	Iteration 80F: 3 clusters Score -2.522218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 231944 members 
Entering Unmasked Estep 
Score: -25222182.000000 Penalty: 4019.204590
	Iteration 81Q: 3 clusters Score -2.522218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 231953 members 
Entering Unmasked Estep 
Score: -25222190.000000 Penalty: 4019.204590
	Iteration 82Q: 3 clusters Score -2.522219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 231966 members 
Entering Unmasked Estep 
Score: -25222200.000000 Penalty: 4019.204590
	Iteration 83Q: 3 clusters Score -2.52222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 231976 members 
Entering Unmasked Estep 
Score: -25222222.000000 Penalty: 4019.204590
	Iteration 84Q: 3 clusters Score -2.522222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 231990 members 
Entering Unmasked Estep 
Score: -25222240.000000 Penalty: 4019.204590
	Iteration 85Q: 3 clusters Score -2.522224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 232009 members 
Entering Unmasked Estep 
Score: -25222242.000000 Penalty: 4019.204590
	Iteration 86Q: 3 clusters Score -2.522224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 232028 members 
Entering Unmasked Estep 
Score: -25222232.000000 Penalty: 4019.204590
	Iteration 87Q: 3 clusters Score -2.522223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 232041 members 
Entering Unmasked Estep 
Score: -25222246.000000 Penalty: 4019.204590
	Iteration 88Q: 3 clusters Score -2.522225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 232053 members 
Entering Unmasked Estep 
Score: -25222236.000000 Penalty: 4019.204590
	Iteration 89Q: 3 clusters Score -2.522224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 232063 members 
Entering Unmasked Estep 
Score: -25222256.000000 Penalty: 4019.204590
	Iteration 90Q: 3 clusters Score -2.522226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 232069 members 
Entering Unmasked Estep 
Score: -25222258.000000 Penalty: 4019.204590
	Iteration 91Q: 3 clusters Score -2.522226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 232075 members 
Entering Unmasked Estep 
Score: -25222262.000000 Penalty: 4019.204590
	Iteration 92Q: 3 clusters Score -2.522226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 232076 members 
Entering Unmasked Estep 
Score: -25222268.000000 Penalty: 4019.204590
	Iteration 93Q: 3 clusters Score -2.522227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 232076 members 
Entering Unmasked Estep 
Score: -25222254.000000 Penalty: 4019.204590
	Iteration 94Q: 3 clusters Score -2.522225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 232075 members 
Entering Unmasked Estep 
Score: -25222264.000000 Penalty: 4019.204590
	Iteration 95Q: 3 clusters Score -2.522226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 232075 members 
Entering Unmasked Estep 
Score: -25222252.000000 Penalty: 4019.204590
	Iteration 96Q: 3 clusters Score -2.522225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 232074 members 
Entering Unmasked Estep 
Score: -25222246.000000 Penalty: 4019.204590
	Iteration 97Q: 3 clusters Score -2.522225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 232074 members 
Entering Unmasked Estep 
Score: -25222248.000000 Penalty: 4019.204590
	Iteration 98Q: 3 clusters Score -2.522225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -25222256.000000 Penalty: 4019.204590
	Iteration 99Q: 3 clusters Score -2.522226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 232072 members 
Entering Unmasked Estep 
Score: -25222262.000000 Penalty: 4019.204590
	Iteration 100F: 3 clusters Score -2.522226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -25222258.000000 Penalty: 4019.204590
	Iteration 101Q: 3 clusters Score -2.522226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -25222258.000000 Penalty: 4019.204590
	Iteration 102F: 3 clusters Score -2.522226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Entering Unmasked Estep 
Score: -13445565.000000 Penalty: 1904.195312
	Iteration 0F: 2 clusters Score -1.344556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -13363305.000000 Penalty: 3808.390625
	Iteration 0F: 3 clusters Score -1.33633e+07 nChanged 59022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -13397216.000000 Penalty: 3808.390625
	Iteration 1F: 3 clusters Score -1.339722e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -13397972.000000 Penalty: 3808.390625
	Iteration 2Q: 3 clusters Score -1.339797e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -13399015.000000 Penalty: 3808.390625
	Iteration 3Q: 3 clusters Score -1.339902e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -13400812.000000 Penalty: 3808.390625
	Iteration 4Q: 3 clusters Score -1.340081e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -13403873.000000 Penalty: 3808.390625
	Iteration 5Q: 3 clusters Score -1.340387e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -13408991.000000 Penalty: 3808.390625
	Iteration 6F: 3 clusters Score -1.340899e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -13416407.000000 Penalty: 3808.390625
	Iteration 7F: 3 clusters Score -1.341641e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -13424886.000000 Penalty: 3808.390625
	Iteration 8F: 3 clusters Score -1.342489e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -13431974.000000 Penalty: 3808.390625
	Iteration 9F: 3 clusters Score -1.343197e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -13436903.000000 Penalty: 3808.390625
	Iteration 10Q: 3 clusters Score -1.34369e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -13440072.000000 Penalty: 3808.390625
	Iteration 11Q: 3 clusters Score -1.344007e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -13441964.000000 Penalty: 3808.390625
	Iteration 12Q: 3 clusters Score -1.344196e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121691 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -13442992.000000 Penalty: 3808.390625
	Iteration 13Q: 3 clusters Score -1.344299e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13443431.000000 Penalty: 3808.390625
	Iteration 14Q: 3 clusters Score -1.344343e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122387 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13443612.000000 Penalty: 3808.390625
	Iteration 15Q: 3 clusters Score -1.344361e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13443707.000000 Penalty: 3808.390625
	Iteration 16Q: 3 clusters Score -1.344371e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122529 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13443781.000000 Penalty: 3808.390625
	Iteration 17Q: 3 clusters Score -1.344378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13443820.000000 Penalty: 3808.390625
	Iteration 18Q: 3 clusters Score -1.344382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13443845.000000 Penalty: 3808.390625
	Iteration 19Q: 3 clusters Score -1.344384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13443850.000000 Penalty: 3808.390625
	Iteration 20F: 3 clusters Score -1.344385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13443859.000000 Penalty: 3808.390625
	Iteration 21Q: 3 clusters Score -1.344386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13443864.000000 Penalty: 3808.390625
	Iteration 22Q: 3 clusters Score -1.344386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13443864.000000 Penalty: 3808.390625
	Iteration 23Q: 3 clusters Score -1.344386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13443867.000000 Penalty: 3808.390625
	Iteration 24Q: 3 clusters Score -1.344387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13443867.000000 Penalty: 3808.390625
	Iteration 25F: 3 clusters Score -1.344387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Entering Unmasked Estep 
Score: -3025784.750000 Penalty: 1660.698730
	Iteration 0F: 2 clusters Score -3025785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3007294.750000 Penalty: 3321.397461
	Iteration 0F: 3 clusters Score -3007295 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3014122.500000 Penalty: 3321.397461
	Iteration 1F: 3 clusters Score -3014122 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3014393.250000 Penalty: 3321.397461
	Iteration 2Q: 3 clusters Score -3014393 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3014673.500000 Penalty: 3321.397461
	Iteration 3Q: 3 clusters Score -3014674 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3014891.250000 Penalty: 3321.397461
	Iteration 4Q: 3 clusters Score -3014891 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3015139.500000 Penalty: 3321.397461
	Iteration 5Q: 3 clusters Score -3015140 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3015419.500000 Penalty: 3321.397461
	Iteration 6Q: 3 clusters Score -3015420 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3015752.000000 Penalty: 3321.397461
	Iteration 7Q: 3 clusters Score -3015752 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3016177.250000 Penalty: 3321.397461
	Iteration 8Q: 3 clusters Score -3016177 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3016740.750000 Penalty: 3321.397461
	Iteration 9Q: 3 clusters Score -3016741 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3017501.500000 Penalty: 3321.397461
	Iteration 10Q: 3 clusters Score -3017502 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3018509.000000 Penalty: 3321.397461
	Iteration 11F: 3 clusters Score -3018509 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3019588.000000 Penalty: 3321.397461
	Iteration 12F: 3 clusters Score -3019588 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3020345.000000 Penalty: 3321.397461
	Iteration 13Q: 3 clusters Score -3020345 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3020734.000000 Penalty: 3321.397461
	Iteration 14Q: 3 clusters Score -3020734 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3020893.250000 Penalty: 3321.397461
	Iteration 15Q: 3 clusters Score -3020893 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3020969.500000 Penalty: 3321.397461
	Iteration 16Q: 3 clusters Score -3020970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3021028.250000 Penalty: 3321.397461
	Iteration 17Q: 3 clusters Score -3021028 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3021109.500000 Penalty: 3321.397461
	Iteration 18Q: 3 clusters Score -3021110 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3021165.000000 Penalty: 3321.397461
	Iteration 19Q: 3 clusters Score -3021165 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3021209.250000 Penalty: 3321.397461
	Iteration 20F: 3 clusters Score -3021209 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3021273.500000 Penalty: 3321.397461
	Iteration 21Q: 3 clusters Score -3021274 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3021323.000000 Penalty: 3321.397461
	Iteration 22Q: 3 clusters Score -3021323 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3021355.250000 Penalty: 3321.397461
	Iteration 23Q: 3 clusters Score -3021355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3021396.250000 Penalty: 3321.397461
	Iteration 24Q: 3 clusters Score -3021396 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3021441.000000 Penalty: 3321.397461
	Iteration 25Q: 3 clusters Score -3021441 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3021487.250000 Penalty: 3321.397461
	Iteration 26Q: 3 clusters Score -3021487 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3021543.000000 Penalty: 3321.397461
	Iteration 27Q: 3 clusters Score -3021543 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3021611.000000 Penalty: 3321.397461
	Iteration 28Q: 3 clusters Score -3021611 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3021670.500000 Penalty: 3321.397461
	Iteration 29Q: 3 clusters Score -3021670 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3021736.750000 Penalty: 3321.397461
	Iteration 30Q: 3 clusters Score -3021737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3021799.750000 Penalty: 3321.397461
	Iteration 31Q: 3 clusters Score -3021800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3021845.750000 Penalty: 3321.397461
	Iteration 32Q: 3 clusters Score -3021846 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3021899.750000 Penalty: 3321.397461
	Iteration 33Q: 3 clusters Score -3021900 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3021948.250000 Penalty: 3321.397461
	Iteration 34Q: 3 clusters Score -3021948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3021995.750000 Penalty: 3321.397461
	Iteration 35Q: 3 clusters Score -3021996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3022062.750000 Penalty: 3321.397461
	Iteration 36Q: 3 clusters Score -3022063 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3022131.000000 Penalty: 3321.397461
	Iteration 37Q: 3 clusters Score -3022131 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3022198.250000 Penalty: 3321.397461
	Iteration 38Q: 3 clusters Score -3022198 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3022270.000000 Penalty: 3321.397461
	Iteration 39Q: 3 clusters Score -3022270 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3022372.750000 Penalty: 3321.397461
	Iteration 40F: 3 clusters Score -3022373 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3022474.750000 Penalty: 3321.397461
	Iteration 41Q: 3 clusters Score -3022475 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3022557.000000 Penalty: 3321.397461
	Iteration 42Q: 3 clusters Score -3022557 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3022655.250000 Penalty: 3321.397461
	Iteration 43Q: 3 clusters Score -3022655 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3022776.000000 Penalty: 3321.397461
	Iteration 44Q: 3 clusters Score -3022776 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3022911.000000 Penalty: 3321.397461
	Iteration 45Q: 3 clusters Score -3022911 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3023037.250000 Penalty: 3321.397461
	Iteration 46Q: 3 clusters Score -3023037 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3023165.000000 Penalty: 3321.397461
	Iteration 47Q: 3 clusters Score -3023165 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3023326.000000 Penalty: 3321.397461
	Iteration 48Q: 3 clusters Score -3023326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3023458.250000 Penalty: 3321.397461
	Iteration 49Q: 3 clusters Score -3023458 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3023587.500000 Penalty: 3321.397461
	Iteration 50Q: 3 clusters Score -3023588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3023716.500000 Penalty: 3321.397461
	Iteration 51Q: 3 clusters Score -3023716 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3023842.500000 Penalty: 3321.397461
	Iteration 52Q: 3 clusters Score -3023842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3023962.250000 Penalty: 3321.397461
	Iteration 53Q: 3 clusters Score -3023962 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3024035.000000 Penalty: 3321.397461
	Iteration 54Q: 3 clusters Score -3024035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3024088.000000 Penalty: 3321.397461
	Iteration 55Q: 3 clusters Score -3024088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3024118.250000 Penalty: 3321.397461
	Iteration 56Q: 3 clusters Score -3024118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3024138.750000 Penalty: 3321.397461
	Iteration 57Q: 3 clusters Score -3024139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3024157.750000 Penalty: 3321.397461
	Iteration 58Q: 3 clusters Score -3024158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3024181.000000 Penalty: 3321.397461
	Iteration 59Q: 3 clusters Score -3024181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3024200.000000 Penalty: 3321.397461
	Iteration 60F: 3 clusters Score -3024200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3024213.750000 Penalty: 3321.397461
	Iteration 61Q: 3 clusters Score -3024214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3024235.750000 Penalty: 3321.397461
	Iteration 62Q: 3 clusters Score -3024236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3024253.500000 Penalty: 3321.397461
	Iteration 63Q: 3 clusters Score -3024254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3024260.000000 Penalty: 3321.397461
	Iteration 64Q: 3 clusters Score -3024260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3024273.250000 Penalty: 3321.397461
	Iteration 65Q: 3 clusters Score -3024273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3024280.000000 Penalty: 3321.397461
	Iteration 66Q: 3 clusters Score -3024280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3024283.500000 Penalty: 3321.397461
	Iteration 67Q: 3 clusters Score -3024284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3024291.500000 Penalty: 3321.397461
	Iteration 68Q: 3 clusters Score -3024292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3024295.500000 Penalty: 3321.397461
	Iteration 69Q: 3 clusters Score -3024296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3024299.250000 Penalty: 3321.397461
	Iteration 70Q: 3 clusters Score -3024299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3024307.500000 Penalty: 3321.397461
	Iteration 71Q: 3 clusters Score -3024308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3024312.000000 Penalty: 3321.397461
	Iteration 72Q: 3 clusters Score -3024312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3024316.000000 Penalty: 3321.397461
	Iteration 73Q: 3 clusters Score -3024316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3024320.500000 Penalty: 3321.397461
	Iteration 74Q: 3 clusters Score -3024320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3024329.500000 Penalty: 3321.397461
	Iteration 75Q: 3 clusters Score -3024330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3024335.750000 Penalty: 3321.397461
	Iteration 76Q: 3 clusters Score -3024336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3024343.000000 Penalty: 3321.397461
	Iteration 77Q: 3 clusters Score -3024343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3024344.250000 Penalty: 3321.397461
	Iteration 78Q: 3 clusters Score -3024344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3024345.000000 Penalty: 3321.397461
	Iteration 79Q: 3 clusters Score -3024345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3024348.500000 Penalty: 3321.397461
	Iteration 80F: 3 clusters Score -3024348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3024352.000000 Penalty: 3321.397461
	Iteration 81Q: 3 clusters Score -3024352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3024349.000000 Penalty: 3321.397461
	Iteration 82Q: 3 clusters Score -3024349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3024351.250000 Penalty: 3321.397461
	Iteration 83Q: 3 clusters Score -3024351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3024354.000000 Penalty: 3321.397461
	Iteration 84Q: 3 clusters Score -3024354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3024354.000000 Penalty: 3321.397461
	Iteration 85F: 3 clusters Score -3024354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Entering Unmasked Estep 
Score: -4393951.000000 Penalty: 1728.899780
	Iteration 0F: 2 clusters Score -4393951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4365922.500000 Penalty: 3457.799561
	Iteration 0F: 3 clusters Score -4365922 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4376640.000000 Penalty: 3457.799561
	Iteration 1F: 3 clusters Score -4376640 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4376961.500000 Penalty: 3457.799561
	Iteration 2Q: 3 clusters Score -4376962 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4377273.500000 Penalty: 3457.799561
	Iteration 3Q: 3 clusters Score -4377274 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4377630.000000 Penalty: 3457.799561
	Iteration 4Q: 3 clusters Score -4377630 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4377995.000000 Penalty: 3457.799561
	Iteration 5Q: 3 clusters Score -4377995 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4378499.500000 Penalty: 3457.799561
	Iteration 6Q: 3 clusters Score -4378500 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4379329.500000 Penalty: 3457.799561
	Iteration 7Q: 3 clusters Score -4379330 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4380720.500000 Penalty: 3457.799561
	Iteration 8F: 3 clusters Score -4380720 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4382877.500000 Penalty: 3457.799561
	Iteration 9F: 3 clusters Score -4382878 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4385762.500000 Penalty: 3457.799561
	Iteration 10F: 3 clusters Score -4385762 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -4388497.500000 Penalty: 3457.799561
	Iteration 11F: 3 clusters Score -4388498 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -4390506.000000 Penalty: 3457.799561
	Iteration 12F: 3 clusters Score -4390506 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -4391713.000000 Penalty: 3457.799561
	Iteration 13Q: 3 clusters Score -4391713 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -4392284.500000 Penalty: 3457.799561
	Iteration 14Q: 3 clusters Score -4392284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4392533.500000 Penalty: 3457.799561
	Iteration 15Q: 3 clusters Score -4392534 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -4392669.000000 Penalty: 3457.799561
	Iteration 16Q: 3 clusters Score -4392669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4392759.000000 Penalty: 3457.799561
	Iteration 17Q: 3 clusters Score -4392759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -4392803.500000 Penalty: 3457.799561
	Iteration 18Q: 3 clusters Score -4392804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -4392859.000000 Penalty: 3457.799561
	Iteration 19Q: 3 clusters Score -4392859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -4392911.000000 Penalty: 3457.799561
	Iteration 20F: 3 clusters Score -4392911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4392945.500000 Penalty: 3457.799561
	Iteration 21Q: 3 clusters Score -4392946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -4392977.500000 Penalty: 3457.799561
	Iteration 22Q: 3 clusters Score -4392978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4392992.000000 Penalty: 3457.799561
	Iteration 23Q: 3 clusters Score -4392992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -4392993.000000 Penalty: 3457.799561
	Iteration 24Q: 3 clusters Score -4392993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -4392996.500000 Penalty: 3457.799561
	Iteration 25Q: 3 clusters Score -4392996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4393002.000000 Penalty: 3457.799561
	Iteration 26Q: 3 clusters Score -4393002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4393012.000000 Penalty: 3457.799561
	Iteration 27Q: 3 clusters Score -4393012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4393014.000000 Penalty: 3457.799561
	Iteration 28Q: 3 clusters Score -4393014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4393017.000000 Penalty: 3457.799561
	Iteration 29Q: 3 clusters Score -4393017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4393015.500000 Penalty: 3457.799561
	Iteration 30Q: 3 clusters Score -4393016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4393015.500000 Penalty: 3457.799561
	Iteration 31F: 3 clusters Score -4393016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122154 members 
Entering Unmasked Estep 
Score: -13409832.000000 Penalty: 1903.368652
	Iteration 0F: 2 clusters Score -1.340983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -13327882.000000 Penalty: 3806.737305
	Iteration 0F: 3 clusters Score -1.332788e+07 nChanged 58813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -13362375.000000 Penalty: 3806.737305
	Iteration 1F: 3 clusters Score -1.336238e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -13364191.000000 Penalty: 3806.737305
	Iteration 2Q: 3 clusters Score -1.336419e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -13366885.000000 Penalty: 3806.737305
	Iteration 3Q: 3 clusters Score -1.336688e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -13371340.000000 Penalty: 3806.737305
	Iteration 4F: 3 clusters Score -1.337134e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -13378111.000000 Penalty: 3806.737305
	Iteration 5F: 3 clusters Score -1.337811e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -13386941.000000 Penalty: 3806.737305
	Iteration 6F: 3 clusters Score -1.338694e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -13396098.000000 Penalty: 3806.737305
	Iteration 7F: 3 clusters Score -1.33961e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -13401953.000000 Penalty: 3806.737305
	Iteration 8Q: 3 clusters Score -1.340195e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -13404197.000000 Penalty: 3806.737305
	Iteration 9Q: 3 clusters Score -1.34042e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -13405236.000000 Penalty: 3806.737305
	Iteration 10Q: 3 clusters Score -1.340524e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -13406025.000000 Penalty: 3806.737305
	Iteration 11Q: 3 clusters Score -1.340602e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -13406576.000000 Penalty: 3806.737305
	Iteration 12Q: 3 clusters Score -1.340658e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -13406864.000000 Penalty: 3806.737305
	Iteration 13Q: 3 clusters Score -1.340686e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -13407181.000000 Penalty: 3806.737305
	Iteration 14Q: 3 clusters Score -1.340718e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -13407409.000000 Penalty: 3806.737305
	Iteration 15Q: 3 clusters Score -1.340741e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109926 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -13407559.000000 Penalty: 3806.737305
	Iteration 16Q: 3 clusters Score -1.340756e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -13407726.000000 Penalty: 3806.737305
	Iteration 17Q: 3 clusters Score -1.340773e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -13407774.000000 Penalty: 3806.737305
	Iteration 18Q: 3 clusters Score -1.340777e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -13407874.000000 Penalty: 3806.737305
	Iteration 19Q: 3 clusters Score -1.340787e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -13407974.000000 Penalty: 3806.737305
	Iteration 20F: 3 clusters Score -1.340797e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -13408095.000000 Penalty: 3806.737305
	Iteration 21Q: 3 clusters Score -1.34081e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -13408155.000000 Penalty: 3806.737305
	Iteration 22Q: 3 clusters Score -1.340816e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -13408178.000000 Penalty: 3806.737305
	Iteration 23Q: 3 clusters Score -1.340818e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -13408274.000000 Penalty: 3806.737305
	Iteration 24Q: 3 clusters Score -1.340827e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -13408338.000000 Penalty: 3806.737305
	Iteration 25Q: 3 clusters Score -1.340834e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -13408394.000000 Penalty: 3806.737305
	Iteration 26Q: 3 clusters Score -1.340839e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -13408423.000000 Penalty: 3806.737305
	Iteration 27Q: 3 clusters Score -1.340842e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -13408477.000000 Penalty: 3806.737305
	Iteration 28Q: 3 clusters Score -1.340848e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -13408482.000000 Penalty: 3806.737305
	Iteration 29Q: 3 clusters Score -1.340848e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -13408481.000000 Penalty: 3806.737305
	Iteration 30Q: 3 clusters Score -1.340848e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -13408483.000000 Penalty: 3806.737305
	Iteration 31Q: 3 clusters Score -1.340848e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -13408532.000000 Penalty: 3806.737305
	Iteration 32Q: 3 clusters Score -1.340853e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -13408601.000000 Penalty: 3806.737305
	Iteration 33Q: 3 clusters Score -1.34086e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114962 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -13408604.000000 Penalty: 3806.737305
	Iteration 34Q: 3 clusters Score -1.34086e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115097 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -13408611.000000 Penalty: 3806.737305
	Iteration 35Q: 3 clusters Score -1.340861e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -13408670.000000 Penalty: 3806.737305
	Iteration 36Q: 3 clusters Score -1.340867e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -13408688.000000 Penalty: 3806.737305
	Iteration 37Q: 3 clusters Score -1.340869e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115413 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -13408709.000000 Penalty: 3806.737305
	Iteration 38Q: 3 clusters Score -1.340871e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -13408730.000000 Penalty: 3806.737305
	Iteration 39Q: 3 clusters Score -1.340873e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -13408737.000000 Penalty: 3806.737305
	Iteration 40F: 3 clusters Score -1.340874e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -13408743.000000 Penalty: 3806.737305
	Iteration 41Q: 3 clusters Score -1.340874e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -13408725.000000 Penalty: 3806.737305
	Iteration 42Q: 3 clusters Score -1.340872e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -13408694.000000 Penalty: 3806.737305
	Iteration 43Q: 3 clusters Score -1.340869e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -13408710.000000 Penalty: 3806.737305
	Iteration 44Q: 3 clusters Score -1.340871e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13408717.000000 Penalty: 3806.737305
	Iteration 45Q: 3 clusters Score -1.340872e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -13408730.000000 Penalty: 3806.737305
	Iteration 46Q: 3 clusters Score -1.340873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -13408715.000000 Penalty: 3806.737305
	Iteration 47Q: 3 clusters Score -1.340872e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -13408705.000000 Penalty: 3806.737305
	Iteration 48Q: 3 clusters Score -1.34087e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -13408692.000000 Penalty: 3806.737305
	Iteration 49Q: 3 clusters Score -1.340869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -13408673.000000 Penalty: 3806.737305
	Iteration 50Q: 3 clusters Score -1.340867e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -13408699.000000 Penalty: 3806.737305
	Iteration 51Q: 3 clusters Score -1.34087e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -13408692.000000 Penalty: 3806.737305
	Iteration 52Q: 3 clusters Score -1.340869e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -13408714.000000 Penalty: 3806.737305
	Iteration 53Q: 3 clusters Score -1.340871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116619 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -13408722.000000 Penalty: 3806.737305
	Iteration 54Q: 3 clusters Score -1.340872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -13408737.000000 Penalty: 3806.737305
	Iteration 55Q: 3 clusters Score -1.340874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -13408739.000000 Penalty: 3806.737305
	Iteration 56Q: 3 clusters Score -1.340874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -13408717.000000 Penalty: 3806.737305
	Iteration 57Q: 3 clusters Score -1.340872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -13408717.000000 Penalty: 3806.737305
	Iteration 58Q: 3 clusters Score -1.340872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -13408750.000000 Penalty: 3806.737305
	Iteration 59Q: 3 clusters Score -1.340875e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -13408752.000000 Penalty: 3806.737305
	Iteration 60F: 3 clusters Score -1.340875e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -13408752.000000 Penalty: 3806.737305
	Iteration 61Q: 3 clusters Score -1.340875e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116942 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -13408768.000000 Penalty: 3806.737305
	Iteration 62Q: 3 clusters Score -1.340877e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -13408781.000000 Penalty: 3806.737305
	Iteration 63Q: 3 clusters Score -1.340878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -13408781.000000 Penalty: 3806.737305
	Iteration 64Q: 3 clusters Score -1.340878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -13408797.000000 Penalty: 3806.737305
	Iteration 65Q: 3 clusters Score -1.34088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -13408790.000000 Penalty: 3806.737305
	Iteration 66Q: 3 clusters Score -1.340879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117068 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -13408801.000000 Penalty: 3806.737305
	Iteration 67Q: 3 clusters Score -1.34088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -13408791.000000 Penalty: 3806.737305
	Iteration 68Q: 3 clusters Score -1.340879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -13408802.000000 Penalty: 3806.737305
	Iteration 69Q: 3 clusters Score -1.34088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -13408787.000000 Penalty: 3806.737305
	Iteration 70Q: 3 clusters Score -1.340879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117142 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -13408798.000000 Penalty: 3806.737305
	Iteration 71Q: 3 clusters Score -1.34088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -13408800.000000 Penalty: 3806.737305
	Iteration 72Q: 3 clusters Score -1.34088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117181 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -13408810.000000 Penalty: 3806.737305
	Iteration 73Q: 3 clusters Score -1.340881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -13408813.000000 Penalty: 3806.737305
	Iteration 74Q: 3 clusters Score -1.340881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -13408819.000000 Penalty: 3806.737305
	Iteration 75Q: 3 clusters Score -1.340882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117213 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -13408828.000000 Penalty: 3806.737305
	Iteration 76Q: 3 clusters Score -1.340883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -13408826.000000 Penalty: 3806.737305
	Iteration 77Q: 3 clusters Score -1.340883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117228 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -13408833.000000 Penalty: 3806.737305
	Iteration 78Q: 3 clusters Score -1.340883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -13408835.000000 Penalty: 3806.737305
	Iteration 79Q: 3 clusters Score -1.340884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -13408836.000000 Penalty: 3806.737305
	Iteration 80F: 3 clusters Score -1.340884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -13408836.000000 Penalty: 3806.737305
	Iteration 81Q: 3 clusters Score -1.340884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -13408844.000000 Penalty: 3806.737305
	Iteration 82Q: 3 clusters Score -1.340884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117262 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -13408843.000000 Penalty: 3806.737305
	Iteration 83Q: 3 clusters Score -1.340884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -13408860.000000 Penalty: 3806.737305
	Iteration 84Q: 3 clusters Score -1.340886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -13408856.000000 Penalty: 3806.737305
	Iteration 85Q: 3 clusters Score -1.340886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -13408855.000000 Penalty: 3806.737305
	Iteration 86Q: 3 clusters Score -1.340886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117297 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -13408849.000000 Penalty: 3806.737305
	Iteration 87Q: 3 clusters Score -1.340885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -13408855.000000 Penalty: 3806.737305
	Iteration 88Q: 3 clusters Score -1.340886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117306 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -13408848.000000 Penalty: 3806.737305
	Iteration 89Q: 3 clusters Score -1.340885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -13408840.000000 Penalty: 3806.737305
	Iteration 90Q: 3 clusters Score -1.340884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -13408839.000000 Penalty: 3806.737305
	Iteration 91Q: 3 clusters Score -1.340884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -13408839.000000 Penalty: 3806.737305
	Iteration 92F: 3 clusters Score -1.340884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85423 members 
Mstep: Class 6 contains 153880 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 119Q: 20 clusters Score -9.88603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85421 members 
Mstep: Class 6 contains 153881 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234868 members 
Mstep: Class 16 contains 122777 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 120F: 20 clusters Score -9.88603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85419 members 
Mstep: Class 6 contains 153883 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122776 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860328.000000 Penalty: 42425.843750
Iteration 121Q: 20 clusters Score -9.886033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85418 members 
Mstep: Class 6 contains 153884 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860336.000000 Penalty: 42425.843750
Iteration 122Q: 20 clusters Score -9.886034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85417 members 
Mstep: Class 6 contains 153885 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 123Q: 20 clusters Score -9.88603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85417 members 
Mstep: Class 6 contains 153885 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860304.000000 Penalty: 42425.843750
Iteration 124F: 20 clusters Score -9.88603e+07 nChanged 0
Entering ConstructFrom: 
Score: -98860304.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (30891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Entering Unmasked Estep 
Score: -3402974.500000 Penalty: 1679.960815
	Iteration 0F: 2 clusters Score -3402974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3382052.000000 Penalty: 3359.921631
	Iteration 0F: 3 clusters Score -3382052 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3389985.250000 Penalty: 3359.921631
	Iteration 1F: 3 clusters Score -3389985 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3390465.500000 Penalty: 3359.921631
	Iteration 2Q: 3 clusters Score -3390466 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3391127.250000 Penalty: 3359.921631
	Iteration 3Q: 3 clusters Score -3391127 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3392171.000000 Penalty: 3359.921631
	Iteration 4F: 3 clusters Score -3392171 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3393840.500000 Penalty: 3359.921631
	Iteration 5F: 3 clusters Score -3393840 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3396040.000000 Penalty: 3359.921631
	Iteration 6F: 3 clusters Score -3396040 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3398197.750000 Penalty: 3359.921631
	Iteration 7F: 3 clusters Score -3398198 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3399709.500000 Penalty: 3359.921631
	Iteration 8F: 3 clusters Score -3399710 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3400625.250000 Penalty: 3359.921631
	Iteration 9Q: 3 clusters Score -3400625 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3401074.250000 Penalty: 3359.921631
	Iteration 10Q: 3 clusters Score -3401074 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3401267.750000 Penalty: 3359.921631
	Iteration 11Q: 3 clusters Score -3401268 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3401421.500000 Penalty: 3359.921631
	Iteration 12Q: 3 clusters Score -3401422 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3401509.250000 Penalty: 3359.921631
	Iteration 13Q: 3 clusters Score -3401509 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3401572.000000 Penalty: 3359.921631
	Iteration 14Q: 3 clusters Score -3401572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3401631.750000 Penalty: 3359.921631
	Iteration 15Q: 3 clusters Score -3401632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3401656.750000 Penalty: 3359.921631
	Iteration 16Q: 3 clusters Score -3401657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3401699.500000 Penalty: 3359.921631
	Iteration 17Q: 3 clusters Score -3401700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3401725.000000 Penalty: 3359.921631
	Iteration 18Q: 3 clusters Score -3401725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3401751.250000 Penalty: 3359.921631
	Iteration 19Q: 3 clusters Score -3401751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3401767.750000 Penalty: 3359.921631
	Iteration 20F: 3 clusters Score -3401768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3401789.000000 Penalty: 3359.921631
	Iteration 21Q: 3 clusters Score -3401789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3401805.000000 Penalty: 3359.921631
	Iteration 22Q: 3 clusters Score -3401805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3401815.500000 Penalty: 3359.921631
	Iteration 23Q: 3 clusters Score -3401816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -3401828.000000 Penalty: 3359.921631
	Iteration 24Q: 3 clusters Score -3401828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3401844.500000 Penalty: 3359.921631
	Iteration 25Q: 3 clusters Score -3401844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3401858.750000 Penalty: 3359.921631
	Iteration 26Q: 3 clusters Score -3401859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3401857.750000 Penalty: 3359.921631
	Iteration 27Q: 3 clusters Score -3401858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3401863.250000 Penalty: 3359.921631
	Iteration 28Q: 3 clusters Score -3401863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3401867.000000 Penalty: 3359.921631
	Iteration 29Q: 3 clusters Score -3401867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3401869.500000 Penalty: 3359.921631
	Iteration 30Q: 3 clusters Score -3401870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3401873.750000 Penalty: 3359.921631
	Iteration 31Q: 3 clusters Score -3401874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3401880.750000 Penalty: 3359.921631
	Iteration 32Q: 3 clusters Score -3401881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3401885.000000 Penalty: 3359.921631
	Iteration 33Q: 3 clusters Score -3401885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3401891.000000 Penalty: 3359.921631
	Iteration 34Q: 3 clusters Score -3401891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3401895.750000 Penalty: 3359.921631
	Iteration 35Q: 3 clusters Score -3401896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3401893.500000 Penalty: 3359.921631
	Iteration 36Q: 3 clusters Score -3401894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3401911.250000 Penalty: 3359.921631
	Iteration 37Q: 3 clusters Score -3401911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3401914.250000 Penalty: 3359.921631
	Iteration 38Q: 3 clusters Score -3401914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3401922.500000 Penalty: 3359.921631
	Iteration 39Q: 3 clusters Score -3401922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3401926.250000 Penalty: 3359.921631
	Iteration 40F: 3 clusters Score -3401926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3401926.250000 Penalty: 3359.921631
	Iteration 41Q: 3 clusters Score -3401926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3401930.250000 Penalty: 3359.921631
	Iteration 42Q: 3 clusters Score -3401930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3401930.250000 Penalty: 3359.921631
	Iteration 43Q: 3 clusters Score -3401930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3401927.500000 Penalty: 3359.921631
	Iteration 44Q: 3 clusters Score -3401928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3401927.500000 Penalty: 3359.921631
	Iteration 45F: 3 clusters Score -3401928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -163734.031250 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -163734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -161968.750000 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -161968.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -162292.812500 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -162292.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162395.687500 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -162395.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162468.125000 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -162468.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162523.796875 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -162523.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -162566.953125 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -162567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -162597.890625 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -162597.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -162619.843750 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -162619.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162629.968750 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -162630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -162640.828125 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -162640.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -162652.140625 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -162652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162659.031250 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -162659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -162666.765625 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -162666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -162675.390625 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -162675.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -162682.156250 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -162682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162686.265625 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -162686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162690.515625 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -162690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162696.640625 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -162696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162699.875000 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -162699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162700.453125 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -162700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162700.453125 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -162700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Entering Unmasked Estep 
Score: -1587971.500000 Penalty: 1555.358398
	Iteration 0F: 2 clusters Score -1587972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1578000.000000 Penalty: 3110.716797
	Iteration 0F: 3 clusters Score -1578000 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1581472.000000 Penalty: 3110.716797
	Iteration 1F: 3 clusters Score -1581472 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1581764.000000 Penalty: 3110.716797
	Iteration 2F: 3 clusters Score -1581764 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1582002.250000 Penalty: 3110.716797
	Iteration 3Q: 3 clusters Score -1582002 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1582205.000000 Penalty: 3110.716797
	Iteration 4Q: 3 clusters Score -1582205 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1582386.625000 Penalty: 3110.716797
	Iteration 5Q: 3 clusters Score -1582387 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1582595.875000 Penalty: 3110.716797
	Iteration 6Q: 3 clusters Score -1582596 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1582830.375000 Penalty: 3110.716797
	Iteration 7Q: 3 clusters Score -1582830 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1583132.375000 Penalty: 3110.716797
	Iteration 8Q: 3 clusters Score -1583132 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1583517.000000 Penalty: 3110.716797
	Iteration 9Q: 3 clusters Score -1583517 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1584049.750000 Penalty: 3110.716797
	Iteration 10F: 3 clusters Score -1584050 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1584711.375000 Penalty: 3110.716797
	Iteration 11F: 3 clusters Score -1584711 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1585389.000000 Penalty: 3110.716797
	Iteration 12F: 3 clusters Score -1585389 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1585820.000000 Penalty: 3110.716797
	Iteration 13Q: 3 clusters Score -1585820 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1586034.750000 Penalty: 3110.716797
	Iteration 14Q: 3 clusters Score -1586035 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1586130.250000 Penalty: 3110.716797
	Iteration 15Q: 3 clusters Score -1586130 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1586212.125000 Penalty: 3110.716797
	Iteration 16Q: 3 clusters Score -1586212 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1586271.625000 Penalty: 3110.716797
	Iteration 17Q: 3 clusters Score -1586272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1586314.625000 Penalty: 3110.716797
	Iteration 18Q: 3 clusters Score -1586315 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1586353.750000 Penalty: 3110.716797
	Iteration 19Q: 3 clusters Score -1586354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1586390.250000 Penalty: 3110.716797
	Iteration 20F: 3 clusters Score -1586390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1586421.125000 Penalty: 3110.716797
	Iteration 21Q: 3 clusters Score -1586421 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1586453.750000 Penalty: 3110.716797
	Iteration 22Q: 3 clusters Score -1586454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1586475.500000 Penalty: 3110.716797
	Iteration 23Q: 3 clusters Score -1586476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1586501.125000 Penalty: 3110.716797
	Iteration 24Q: 3 clusters Score -1586501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1586516.250000 Penalty: 3110.716797
	Iteration 25Q: 3 clusters Score -1586516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1586534.000000 Penalty: 3110.716797
	Iteration 26Q: 3 clusters Score -1586534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1586556.875000 Penalty: 3110.716797
	Iteration 27Q: 3 clusters Score -1586557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1586575.375000 Penalty: 3110.716797
	Iteration 28Q: 3 clusters Score -1586575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1586600.125000 Penalty: 3110.716797
	Iteration 29Q: 3 clusters Score -1586600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1586620.000000 Penalty: 3110.716797
	Iteration 30Q: 3 clusters Score -1586620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1586631.375000 Penalty: 3110.716797
	Iteration 31Q: 3 clusters Score -1586631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1586641.625000 Penalty: 3110.716797
	Iteration 32Q: 3 clusters Score -1586642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1586656.125000 Penalty: 3110.716797
	Iteration 33Q: 3 clusters Score -1586656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1586661.000000 Penalty: 3110.716797
	Iteration 34Q: 3 clusters Score -1586661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1586672.750000 Penalty: 3110.716797
	Iteration 35Q: 3 clusters Score -1586673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1586676.125000 Penalty: 3110.716797
	Iteration 36Q: 3 clusters Score -1586676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1586688.000000 Penalty: 3110.716797
	Iteration 37Q: 3 clusters Score -1586688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1586695.500000 Penalty: 3110.716797
	Iteration 38Q: 3 clusters Score -1586696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1586700.875000 Penalty: 3110.716797
	Iteration 39Q: 3 clusters Score -1586701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1586709.500000 Penalty: 3110.716797
	Iteration 40F: 3 clusters Score -1586710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1586714.750000 Penalty: 3110.716797
	Iteration 41Q: 3 clusters Score -1586715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1586719.500000 Penalty: 3110.716797
	Iteration 42Q: 3 clusters Score -1586720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1586720.500000 Penalty: 3110.716797
	Iteration 43Q: 3 clusters Score -1586720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1586726.000000 Penalty: 3110.716797
	Iteration 44Q: 3 clusters Score -1586726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1586729.125000 Penalty: 3110.716797
	Iteration 45Q: 3 clusters Score -1586729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1586731.000000 Penalty: 3110.716797
	Iteration 46Q: 3 clusters Score -1586731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1586732.375000 Penalty: 3110.716797
	Iteration 47Q: 3 clusters Score -1586732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1586736.500000 Penalty: 3110.716797
	Iteration 48Q: 3 clusters Score -1586736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1586736.375000 Penalty: 3110.716797
	Iteration 49Q: 3 clusters Score -1586736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1586738.500000 Penalty: 3110.716797
	Iteration 50Q: 3 clusters Score -1586738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1586741.375000 Penalty: 3110.716797
	Iteration 51Q: 3 clusters Score -1586741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1586743.000000 Penalty: 3110.716797
	Iteration 52Q: 3 clusters Score -1586743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1586747.250000 Penalty: 3110.716797
	Iteration 53Q: 3 clusters Score -1586747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1586749.625000 Penalty: 3110.716797
	Iteration 54Q: 3 clusters Score -1586750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1586753.875000 Penalty: 3110.716797
	Iteration 55Q: 3 clusters Score -1586754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1586757.875000 Penalty: 3110.716797
	Iteration 56Q: 3 clusters Score -1586758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1586759.500000 Penalty: 3110.716797
	Iteration 57Q: 3 clusters Score -1586760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1586757.875000 Penalty: 3110.716797
	Iteration 58Q: 3 clusters Score -1586758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1586760.750000 Penalty: 3110.716797
	Iteration 59Q: 3 clusters Score -1586761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1586763.375000 Penalty: 3110.716797
	Iteration 60F: 3 clusters Score -1586763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1586765.625000 Penalty: 3110.716797
	Iteration 61Q: 3 clusters Score -1586766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1586768.750000 Penalty: 3110.716797
	Iteration 62Q: 3 clusters Score -1586769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1586772.125000 Penalty: 3110.716797
	Iteration 63Q: 3 clusters Score -1586772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1586771.500000 Penalty: 3110.716797
	Iteration 64Q: 3 clusters Score -1586772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1586773.250000 Penalty: 3110.716797
	Iteration 65Q: 3 clusters Score -1586773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1586777.500000 Penalty: 3110.716797
	Iteration 66Q: 3 clusters Score -1586778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1586778.750000 Penalty: 3110.716797
	Iteration 67Q: 3 clusters Score -1586779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1586782.625000 Penalty: 3110.716797
	Iteration 68Q: 3 clusters Score -1586783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1586786.875000 Penalty: 3110.716797
	Iteration 69Q: 3 clusters Score -1586787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1586787.000000 Penalty: 3110.716797
	Iteration 70Q: 3 clusters Score -1586787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1586787.375000 Penalty: 3110.716797
	Iteration 71Q: 3 clusters Score -1586787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1586788.125000 Penalty: 3110.716797
	Iteration 72Q: 3 clusters Score -1586788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1586792.000000 Penalty: 3110.716797
	Iteration 73Q: 3 clusters Score -1586792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1586791.750000 Penalty: 3110.716797
	Iteration 74Q: 3 clusters Score -1586792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1586791.125000 Penalty: 3110.716797
	Iteration 75Q: 3 clusters Score -1586791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1586793.750000 Penalty: 3110.716797
	Iteration 76Q: 3 clusters Score -1586794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1586796.375000 Penalty: 3110.716797
	Iteration 77Q: 3 clusters Score -1586796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1586797.000000 Penalty: 3110.716797
	Iteration 78Q: 3 clusters Score -1586797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1586795.750000 Penalty: 3110.716797
	Iteration 79Q: 3 clusters Score -1586796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1586797.750000 Penalty: 3110.716797
	Iteration 80F: 3 clusters Score -1586798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1586797.875000 Penalty: 3110.716797
	Iteration 81Q: 3 clusters Score -1586798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1586796.625000 Penalty: 3110.716797
	Iteration 82Q: 3 clusters Score -1586797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1586796.625000 Penalty: 3110.716797
	Iteration 83Q: 3 clusters Score -1586797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1586799.000000 Penalty: 3110.716797
	Iteration 84Q: 3 clusters Score -1586799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1586799.750000 Penalty: 3110.716797
	Iteration 85Q: 3 clusters Score -1586800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1586799.125000 Penalty: 3110.716797
	Iteration 86Q: 3 clusters Score -1586799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1586798.750000 Penalty: 3110.716797
	Iteration 87Q: 3 clusters Score -1586799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1586798.625000 Penalty: 3110.716797
	Iteration 88Q: 3 clusters Score -1586799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1586799.875000 Penalty: 3110.716797
	Iteration 89Q: 3 clusters Score -1586800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1586799.375000 Penalty: 3110.716797
	Iteration 90Q: 3 clusters Score -1586799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1586799.625000 Penalty: 3110.716797
	Iteration 91Q: 3 clusters Score -1586800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1586799.625000 Penalty: 3110.716797
	Iteration 92F: 3 clusters Score -1586800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -585927.437500 Penalty: 1394.002319
	Iteration 0F: 2 clusters Score -585927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -581688.187500 Penalty: 2788.004639
	Iteration 0F: 3 clusters Score -581688.2 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -582899.062500 Penalty: 2788.004639
	Iteration 1F: 3 clusters Score -582899.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -583077.187500 Penalty: 2788.004639
	Iteration 2F: 3 clusters Score -583077.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -583177.062500 Penalty: 2788.004639
	Iteration 3Q: 3 clusters Score -583177.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -583241.812500 Penalty: 2788.004639
	Iteration 4Q: 3 clusters Score -583241.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -583304.250000 Penalty: 2788.004639
	Iteration 5Q: 3 clusters Score -583304.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -583356.750000 Penalty: 2788.004639
	Iteration 6Q: 3 clusters Score -583356.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -583404.750000 Penalty: 2788.004639
	Iteration 7Q: 3 clusters Score -583404.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -583442.312500 Penalty: 2788.004639
	Iteration 8Q: 3 clusters Score -583442.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -583479.500000 Penalty: 2788.004639
	Iteration 9Q: 3 clusters Score -583479.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -583536.312500 Penalty: 2788.004639
	Iteration 10Q: 3 clusters Score -583536.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -583604.750000 Penalty: 2788.004639
	Iteration 11Q: 3 clusters Score -583604.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -583655.562500 Penalty: 2788.004639
	Iteration 12Q: 3 clusters Score -583655.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -583706.750000 Penalty: 2788.004639
	Iteration 13Q: 3 clusters Score -583706.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -583771.500000 Penalty: 2788.004639
	Iteration 14Q: 3 clusters Score -583771.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -583860.000000 Penalty: 2788.004639
	Iteration 15Q: 3 clusters Score -583860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -583962.750000 Penalty: 2788.004639
	Iteration 16Q: 3 clusters Score -583962.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -584077.687500 Penalty: 2788.004639
	Iteration 17Q: 3 clusters Score -584077.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -584196.125000 Penalty: 2788.004639
	Iteration 18Q: 3 clusters Score -584196.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -584320.937500 Penalty: 2788.004639
	Iteration 19Q: 3 clusters Score -584320.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -584426.687500 Penalty: 2788.004639
	Iteration 20F: 3 clusters Score -584426.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -584520.812500 Penalty: 2788.004639
	Iteration 21Q: 3 clusters Score -584520.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -584577.687500 Penalty: 2788.004639
	Iteration 22Q: 3 clusters Score -584577.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -584616.125000 Penalty: 2788.004639
	Iteration 23Q: 3 clusters Score -584616.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -584641.625000 Penalty: 2788.004639
	Iteration 24Q: 3 clusters Score -584641.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -584659.812500 Penalty: 2788.004639
	Iteration 25Q: 3 clusters Score -584659.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -584681.312500 Penalty: 2788.004639
	Iteration 26Q: 3 clusters Score -584681.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -584693.250000 Penalty: 2788.004639
	Iteration 27Q: 3 clusters Score -584693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -584705.125000 Penalty: 2788.004639
	Iteration 28Q: 3 clusters Score -584705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -584714.125000 Penalty: 2788.004639
	Iteration 29Q: 3 clusters Score -584714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -584720.562500 Penalty: 2788.004639
	Iteration 30Q: 3 clusters Score -584720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -584727.562500 Penalty: 2788.004639
	Iteration 31Q: 3 clusters Score -584727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -584733.125000 Penalty: 2788.004639
	Iteration 32Q: 3 clusters Score -584733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -584736.812500 Penalty: 2788.004639
	Iteration 33Q: 3 clusters Score -584736.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -584744.312500 Penalty: 2788.004639
	Iteration 34Q: 3 clusters Score -584744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -584746.000000 Penalty: 2788.004639
	Iteration 35Q: 3 clusters Score -584746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -584748.062500 Penalty: 2788.004639
	Iteration 36Q: 3 clusters Score -584748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -584748.250000 Penalty: 2788.004639
	Iteration 37Q: 3 clusters Score -584748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -584748.562500 Penalty: 2788.004639
	Iteration 38Q: 3 clusters Score -584748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -584748.562500 Penalty: 2788.004639
	Iteration 39F: 3 clusters Score -584748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Entering Unmasked Estep 
Score: -9318487.000000 Penalty: 1845.236450
	Iteration 0F: 2 clusters Score -9318487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -9261205.000000 Penalty: 3690.472900
	Iteration 0F: 3 clusters Score -9261205 nChanged 40590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -9285277.000000 Penalty: 3690.472900
	Iteration 1F: 3 clusters Score -9285277 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9286253.000000 Penalty: 3690.472900
	Iteration 2Q: 3 clusters Score -9286253 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -9287580.000000 Penalty: 3690.472900
	Iteration 3Q: 3 clusters Score -9287580 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -9289811.000000 Penalty: 3690.472900
	Iteration 4F: 3 clusters Score -9289811 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -9293332.000000 Penalty: 3690.472900
	Iteration 5F: 3 clusters Score -9293332 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -9298520.000000 Penalty: 3690.472900
	Iteration 6F: 3 clusters Score -9298520 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -9304767.000000 Penalty: 3690.472900
	Iteration 7F: 3 clusters Score -9304767 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -9309858.000000 Penalty: 3690.472900
	Iteration 8F: 3 clusters Score -9309858 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -9312462.000000 Penalty: 3690.472900
	Iteration 9Q: 3 clusters Score -9312462 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -9313659.000000 Penalty: 3690.472900
	Iteration 10Q: 3 clusters Score -9313659 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -9314360.000000 Penalty: 3690.472900
	Iteration 11Q: 3 clusters Score -9314360 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -9314759.000000 Penalty: 3690.472900
	Iteration 12Q: 3 clusters Score -9314759 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -9315056.000000 Penalty: 3690.472900
	Iteration 13Q: 3 clusters Score -9315056 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -9315302.000000 Penalty: 3690.472900
	Iteration 14Q: 3 clusters Score -9315302 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -9315582.000000 Penalty: 3690.472900
	Iteration 15Q: 3 clusters Score -9315582 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -9315789.000000 Penalty: 3690.472900
	Iteration 16Q: 3 clusters Score -9315789 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -9315960.000000 Penalty: 3690.472900
	Iteration 17Q: 3 clusters Score -9315960 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -9316179.000000 Penalty: 3690.472900
	Iteration 18Q: 3 clusters Score -9316179 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -9316322.000000 Penalty: 3690.472900
	Iteration 19Q: 3 clusters Score -9316322 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -9316428.000000 Penalty: 3690.472900
	Iteration 20F: 3 clusters Score -9316428 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -9316552.000000 Penalty: 3690.472900
	Iteration 21Q: 3 clusters Score -9316552 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -9316677.000000 Penalty: 3690.472900
	Iteration 22Q: 3 clusters Score -9316677 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -9316761.000000 Penalty: 3690.472900
	Iteration 23Q: 3 clusters Score -9316761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -9316810.000000 Penalty: 3690.472900
	Iteration 24Q: 3 clusters Score -9316810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -9316875.000000 Penalty: 3690.472900
	Iteration 25Q: 3 clusters Score -9316875 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -9316926.000000 Penalty: 3690.472900
	Iteration 26Q: 3 clusters Score -9316926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -9316964.000000 Penalty: 3690.472900
	Iteration 27Q: 3 clusters Score -9316964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -9316970.000000 Penalty: 3690.472900
	Iteration 28Q: 3 clusters Score -9316970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -9317000.000000 Penalty: 3690.472900
	Iteration 29Q: 3 clusters Score -9317000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -9317006.000000 Penalty: 3690.472900
	Iteration 30Q: 3 clusters Score -9317006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -9317023.000000 Penalty: 3690.472900
	Iteration 31Q: 3 clusters Score -9317023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -9317031.000000 Penalty: 3690.472900
	Iteration 32Q: 3 clusters Score -9317031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -9317056.000000 Penalty: 3690.472900
	Iteration 33Q: 3 clusters Score -9317056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -9317069.000000 Penalty: 3690.472900
	Iteration 34Q: 3 clusters Score -9317069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -9317064.000000 Penalty: 3690.472900
	Iteration 35Q: 3 clusters Score -9317064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -9317075.000000 Penalty: 3690.472900
	Iteration 36Q: 3 clusters Score -9317075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -9317072.000000 Penalty: 3690.472900
	Iteration 37Q: 3 clusters Score -9317072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -9317076.000000 Penalty: 3690.472900
	Iteration 38Q: 3 clusters Score -9317076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -9317093.000000 Penalty: 3690.472900
	Iteration 39Q: 3 clusters Score -9317093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -9317105.000000 Penalty: 3690.472900
	Iteration 40F: 3 clusters Score -9317105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -9317101.000000 Penalty: 3690.472900
	Iteration 41Q: 3 clusters Score -9317101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -9317115.000000 Penalty: 3690.472900
	Iteration 42Q: 3 clusters Score -9317115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -9317112.000000 Penalty: 3690.472900
	Iteration 43Q: 3 clusters Score -9317112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -9317102.000000 Penalty: 3690.472900
	Iteration 44Q: 3 clusters Score -9317102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -9317117.000000 Penalty: 3690.472900
	Iteration 45Q: 3 clusters Score -9317117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -9317116.000000 Penalty: 3690.472900
	Iteration 46Q: 3 clusters Score -9317116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -9317118.000000 Penalty: 3690.472900
	Iteration 47Q: 3 clusters Score -9317118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -9317114.000000 Penalty: 3690.472900
	Iteration 48Q: 3 clusters Score -9317114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -9317118.000000 Penalty: 3690.472900
	Iteration 49Q: 3 clusters Score -9317118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -9317118.000000 Penalty: 3690.472900
	Iteration 50F: 3 clusters Score -9317118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Entering Unmasked Estep 
Score: -16763627.000000 Penalty: 1940.893677
	Iteration 0F: 2 clusters Score -1.676363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -16663136.000000 Penalty: 3881.787354
	Iteration 0F: 3 clusters Score -1.666314e+07 nChanged 74370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -16707288.000000 Penalty: 3881.787354
	Iteration 1F: 3 clusters Score -1.670729e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -16708536.000000 Penalty: 3881.787354
	Iteration 2Q: 3 clusters Score -1.670854e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -16710244.000000 Penalty: 3881.787354
	Iteration 3Q: 3 clusters Score -1.671024e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -16712694.000000 Penalty: 3881.787354
	Iteration 4Q: 3 clusters Score -1.671269e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -16715660.000000 Penalty: 3881.787354
	Iteration 5Q: 3 clusters Score -1.671566e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -16719832.000000 Penalty: 3881.787354
	Iteration 6F: 3 clusters Score -1.671983e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -16725439.000000 Penalty: 3881.787354
	Iteration 7F: 3 clusters Score -1.672544e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 94245 members 
Entering Unmasked Estep 
Score: -16732281.000000 Penalty: 3881.787354
	Iteration 8F: 3 clusters Score -1.673228e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -16738913.000000 Penalty: 3881.787354
	Iteration 9F: 3 clusters Score -1.673891e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -16743152.000000 Penalty: 3881.787354
	Iteration 10Q: 3 clusters Score -1.674315e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -16745274.000000 Penalty: 3881.787354
	Iteration 11Q: 3 clusters Score -1.674527e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -16746422.000000 Penalty: 3881.787354
	Iteration 12Q: 3 clusters Score -1.674642e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -16747356.000000 Penalty: 3881.787354
	Iteration 13Q: 3 clusters Score -1.674736e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -16748093.000000 Penalty: 3881.787354
	Iteration 14Q: 3 clusters Score -1.674809e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -16748842.000000 Penalty: 3881.787354
	Iteration 15Q: 3 clusters Score -1.674884e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -16749792.000000 Penalty: 3881.787354
	Iteration 16Q: 3 clusters Score -1.674979e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 115659 members 
Entering Unmasked Estep 
Score: -16750743.000000 Penalty: 3881.787354
	Iteration 17Q: 3 clusters Score -1.675074e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -16751630.000000 Penalty: 3881.787354
	Iteration 18Q: 3 clusters Score -1.675163e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -16752504.000000 Penalty: 3881.787354
	Iteration 19Q: 3 clusters Score -1.67525e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -16753401.000000 Penalty: 3881.787354
	Iteration 20F: 3 clusters Score -1.67534e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 125055 members 
Entering Unmasked Estep 
Score: -16754414.000000 Penalty: 3881.787354
	Iteration 21Q: 3 clusters Score -1.675441e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -16755205.000000 Penalty: 3881.787354
	Iteration 22Q: 3 clusters Score -1.67552e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 129340 members 
Entering Unmasked Estep 
Score: -16756043.000000 Penalty: 3881.787354
	Iteration 23Q: 3 clusters Score -1.675604e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 131378 members 
Entering Unmasked Estep 
Score: -16756671.000000 Penalty: 3881.787354
	Iteration 24Q: 3 clusters Score -1.675667e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -16757497.000000 Penalty: 3881.787354
	Iteration 25Q: 3 clusters Score -1.67575e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 135207 members 
Entering Unmasked Estep 
Score: -16758131.000000 Penalty: 3881.787354
	Iteration 26Q: 3 clusters Score -1.675813e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -16758884.000000 Penalty: 3881.787354
	Iteration 27Q: 3 clusters Score -1.675888e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 138685 members 
Entering Unmasked Estep 
Score: -16759464.000000 Penalty: 3881.787354
	Iteration 28Q: 3 clusters Score -1.675946e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 140311 members 
Entering Unmasked Estep 
Score: -16760021.000000 Penalty: 3881.787354
	Iteration 29Q: 3 clusters Score -1.676002e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 141747 members 
Entering Unmasked Estep 
Score: -16760339.000000 Penalty: 3881.787354
	Iteration 30Q: 3 clusters Score -1.676034e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 143060 members 
Entering Unmasked Estep 
Score: -16760654.000000 Penalty: 3881.787354
	Iteration 31Q: 3 clusters Score -1.676065e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -16760969.000000 Penalty: 3881.787354
	Iteration 32Q: 3 clusters Score -1.676097e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -16761139.000000 Penalty: 3881.787354
	Iteration 33Q: 3 clusters Score -1.676114e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -16761252.000000 Penalty: 3881.787354
	Iteration 34Q: 3 clusters Score -1.676125e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -16761465.000000 Penalty: 3881.787354
	Iteration 35Q: 3 clusters Score -1.676146e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -16761610.000000 Penalty: 3881.787354
	Iteration 36Q: 3 clusters Score -1.676161e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -16761690.000000 Penalty: 3881.787354
	Iteration 37Q: 3 clusters Score -1.676169e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -16761852.000000 Penalty: 3881.787354
	Iteration 38Q: 3 clusters Score -1.676185e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -16761887.000000 Penalty: 3881.787354
	Iteration 39Q: 3 clusters Score -1.676189e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 150615 members 
Entering Unmasked Estep 
Score: -16762103.000000 Penalty: 3881.787354
	Iteration 40F: 3 clusters Score -1.67621e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -16762216.000000 Penalty: 3881.787354
	Iteration 41Q: 3 clusters Score -1.676222e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -16762335.000000 Penalty: 3881.787354
	Iteration 42Q: 3 clusters Score -1.676234e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 151551 members 
Entering Unmasked Estep 
Score: -16762348.000000 Penalty: 3881.787354
	Iteration 43Q: 3 clusters Score -1.676235e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 151744 members 
Entering Unmasked Estep 
Score: -16762388.000000 Penalty: 3881.787354
	Iteration 44Q: 3 clusters Score -1.676239e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -16762395.000000 Penalty: 3881.787354
	Iteration 45Q: 3 clusters Score -1.67624e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -16762410.000000 Penalty: 3881.787354
	Iteration 46Q: 3 clusters Score -1.676241e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 152093 members 
Entering Unmasked Estep 
Score: -16762409.000000 Penalty: 3881.787354
	Iteration 47Q: 3 clusters Score -1.676241e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -16762405.000000 Penalty: 3881.787354
	Iteration 48Q: 3 clusters Score -1.67624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -16762400.000000 Penalty: 3881.787354
	Iteration 49Q: 3 clusters Score -1.67624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
Score: -16762409.000000 Penalty: 3881.787354
	Iteration 50Q: 3 clusters Score -1.676241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -16762416.000000 Penalty: 3881.787354
	Iteration 51Q: 3 clusters Score -1.676242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 152352 members 
Entering Unmasked Estep 
Score: -16762431.000000 Penalty: 3881.787354
	Iteration 52Q: 3 clusters Score -1.676243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -16762431.000000 Penalty: 3881.787354
	Iteration 53Q: 3 clusters Score -1.676243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -16762435.000000 Penalty: 3881.787354
	Iteration 54Q: 3 clusters Score -1.676244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -16762431.000000 Penalty: 3881.787354
	Iteration 55Q: 3 clusters Score -1.676243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -16762430.000000 Penalty: 3881.787354
	Iteration 56Q: 3 clusters Score -1.676243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -16762429.000000 Penalty: 3881.787354
	Iteration 57Q: 3 clusters Score -1.676243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 152462 members 
Entering Unmasked Estep 
Score: -16762451.000000 Penalty: 3881.787354
	Iteration 58Q: 3 clusters Score -1.676245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 152468 members 
Entering Unmasked Estep 
Score: -16762428.000000 Penalty: 3881.787354
	Iteration 59Q: 3 clusters Score -1.676243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -16762434.000000 Penalty: 3881.787354
	Iteration 60F: 3 clusters Score -1.676243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -16762435.000000 Penalty: 3881.787354
	Iteration 61Q: 3 clusters Score -1.676244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -16762435.000000 Penalty: 3881.787354
	Iteration 62Q: 3 clusters Score -1.676244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -16762439.000000 Penalty: 3881.787354
	Iteration 63Q: 3 clusters Score -1.676244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -16762441.000000 Penalty: 3881.787354
	Iteration 64Q: 3 clusters Score -1.676244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -16762448.000000 Penalty: 3881.787354
	Iteration 65Q: 3 clusters Score -1.676245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -16762447.000000 Penalty: 3881.787354
	Iteration 66Q: 3 clusters Score -1.676245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -16762447.000000 Penalty: 3881.787354
	Iteration 67Q: 3 clusters Score -1.676245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 152503 members 
Entering Unmasked Estep 
Score: -16762445.000000 Penalty: 3881.787354
	Iteration 68Q: 3 clusters Score -1.676244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -16762454.000000 Penalty: 3881.787354
	Iteration 69Q: 3 clusters Score -1.676245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -16762448.000000 Penalty: 3881.787354
	Iteration 70Q: 3 clusters Score -1.676245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -16762449.000000 Penalty: 3881.787354
	Iteration 71Q: 3 clusters Score -1.676245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -16762451.000000 Penalty: 3881.787354
	Iteration 72Q: 3 clusters Score -1.676245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -16762443.000000 Penalty: 3881.787354
	Iteration 73Q: 3 clusters Score -1.676244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -16762446.000000 Penalty: 3881.787354
	Iteration 74Q: 3 clusters Score -1.676245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 152539 members 
Entering Unmasked Estep 
Score: -16762457.000000 Penalty: 3881.787354
	Iteration 75Q: 3 clusters Score -1.676246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 152547 members 
Entering Unmasked Estep 
Score: -16762463.000000 Penalty: 3881.787354
	Iteration 76Q: 3 clusters Score -1.676246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -16762461.000000 Penalty: 3881.787354
	Iteration 77Q: 3 clusters Score -1.676246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -16762462.000000 Penalty: 3881.787354
	Iteration 78Q: 3 clusters Score -1.676246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 152557 members 
Entering Unmasked Estep 
Score: -16762453.000000 Penalty: 3881.787354
	Iteration 79Q: 3 clusters Score -1.676245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -16762450.000000 Penalty: 3881.787354
	Iteration 80F: 3 clusters Score -1.676245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -16762453.000000 Penalty: 3881.787354
	Iteration 81Q: 3 clusters Score -1.676245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -16762450.000000 Penalty: 3881.787354
	Iteration 82Q: 3 clusters Score -1.676245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 152574 members 
Entering Unmasked Estep 
Score: -16762455.000000 Penalty: 3881.787354
	Iteration 83Q: 3 clusters Score -1.676246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -16762450.000000 Penalty: 3881.787354
	Iteration 84Q: 3 clusters Score -1.676245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -16762447.000000 Penalty: 3881.787354
	Iteration 85Q: 3 clusters Score -1.676245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 152595 members 
Entering Unmasked Estep 
Score: -16762451.000000 Penalty: 3881.787354
	Iteration 86Q: 3 clusters Score -1.676245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -16762462.000000 Penalty: 3881.787354
	Iteration 87Q: 3 clusters Score -1.676246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -16762453.000000 Penalty: 3881.787354
	Iteration 88Q: 3 clusters Score -1.676245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 152606 members 
Entering Unmasked Estep 
Score: -16762453.000000 Penalty: 3881.787354
	Iteration 89Q: 3 clusters Score -1.676245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -16762449.000000 Penalty: 3881.787354
	Iteration 90Q: 3 clusters Score -1.676245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -16762447.000000 Penalty: 3881.787354
	Iteration 91Q: 3 clusters Score -1.676245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -16762459.000000 Penalty: 3881.787354
	Iteration 92Q: 3 clusters Score -1.676246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 152613 members 
Entering Unmasked Estep 
Score: -16762458.000000 Penalty: 3881.787354
	Iteration 93Q: 3 clusters Score -1.676246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 152614 members 
Entering Unmasked Estep 
Score: -16762464.000000 Penalty: 3881.787354
	Iteration 94Q: 3 clusters Score -1.676246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -16762462.000000 Penalty: 3881.787354
	Iteration 95Q: 3 clusters Score -1.676246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -16762460.000000 Penalty: 3881.787354
	Iteration 96Q: 3 clusters Score -1.676246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -16762460.000000 Penalty: 3881.787354
	Iteration 97F: 3 clusters Score -1.676246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -360502.375000 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -360502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -357580.031250 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -357580 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -358445.593750 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -358445.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -358672.531250 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -358672.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -358968.281250 Penalty: 2655.034424
	Iteration 3F: 3 clusters Score -358968.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -359294.562500 Penalty: 2655.034424
	Iteration 4F: 3 clusters Score -359294.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -359700.843750 Penalty: 2655.034424
	Iteration 5F: 3 clusters Score -359700.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -360140.343750 Penalty: 2655.034424
	Iteration 6F: 3 clusters Score -360140.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -360492.281250 Penalty: 2655.034424
	Iteration 7F: 3 clusters Score -360492.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -360753.718750 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -360753.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -360906.187500 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -360906.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -360952.406250 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -360952.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -360979.937500 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -360979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -360984.656250 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -360984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -360991.093750 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -360991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -360997.406250 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -360997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -360997.406250 Penalty: 2655.034424
	Iteration 15F: 3 clusters Score -360997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85417 members 
Mstep: Class 6 contains 153885 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
Score: -98859976.000000 Penalty: 44658.785156
Splitting cluster 7 changes total score from -98860304.000000 to -98859976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -343889.218750 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -343889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -341068.250000 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -341068.2 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -342040.468750 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -342040.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -342548.812500 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -342548.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -343043.531250 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -343043.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -343385.593750 Penalty: 2622.129150
	Iteration 4F: 3 clusters Score -343385.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -343623.156250 Penalty: 2622.129150
	Iteration 5F: 3 clusters Score -343623.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -343782.375000 Penalty: 2622.129150
	Iteration 6Q: 3 clusters Score -343782.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -343864.468750 Penalty: 2622.129150
	Iteration 7Q: 3 clusters Score -343864.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -343907.781250 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -343907.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -343943.031250 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -343943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -343955.906250 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -343955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -343959.375000 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -343959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -343963.593750 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -343963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -343969.906250 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -343969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -343974.875000 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -343974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -343976.781250 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -343976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -343978.437500 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -343978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -343979.031250 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -343979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -343979.250000 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -343979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -343980.187500 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -343980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -343980.093750 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -343980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -343980.562500 Penalty: 2622.129150
	Iteration 21Q: 3 clusters Score -343980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -343980.750000 Penalty: 2622.129150
	Iteration 22Q: 3 clusters Score -343980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -343980.750000 Penalty: 2622.129150
	Iteration 23F: 3 clusters Score -343980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85417 members 
Mstep: Class 6 contains 153885 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
Score: -98859528.000000 Penalty: 44658.785156
Splitting cluster 8 changes total score from -98860304.000000 to -98859528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -239204.484375 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -239204.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236997.625000 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -236997.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237440.015625 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -237440 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237590.281250 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -237590.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -237673.234375 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -237673.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -237726.296875 Penalty: 2502.448730
	Iteration 4Q: 3 clusters Score -237726.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237762.062500 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -237762.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -237785.343750 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -237785.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -237801.468750 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -237801.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -237814.796875 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -237814.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -237825.656250 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -237825.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -237835.906250 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -237835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -237847.765625 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -237847.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237854.593750 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -237854.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237860.531250 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -237860.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -237868.671875 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -237868.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -237873.812500 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -237873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -237881.140625 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -237881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237890.906250 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -237890.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237904.328125 Penalty: 2502.448730
	Iteration 18Q: 3 clusters Score -237904.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -237921.562500 Penalty: 2502.448730
	Iteration 19Q: 3 clusters Score -237921.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -237933.765625 Penalty: 2502.448730
	Iteration 20F: 3 clusters Score -237933.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -237939.953125 Penalty: 2502.448730
	Iteration 21Q: 3 clusters Score -237940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -237944.515625 Penalty: 2502.448730
	Iteration 22Q: 3 clusters Score -237944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -237947.171875 Penalty: 2502.448730
	Iteration 23Q: 3 clusters Score -237947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -237950.203125 Penalty: 2502.448730
	Iteration 24Q: 3 clusters Score -237950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -237956.328125 Penalty: 2502.448730
	Iteration 25Q: 3 clusters Score -237956.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237968.890625 Penalty: 2502.448730
	Iteration 26Q: 3 clusters Score -237968.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -237977.000000 Penalty: 2502.448730
	Iteration 27Q: 3 clusters Score -237977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237984.109375 Penalty: 2502.448730
	Iteration 28Q: 3 clusters Score -237984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -237993.062500 Penalty: 2502.448730
	Iteration 29Q: 3 clusters Score -237993.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -237999.437500 Penalty: 2502.448730
	Iteration 30Q: 3 clusters Score -237999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -238005.703125 Penalty: 2502.448730
	Iteration 31Q: 3 clusters Score -238005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -238010.609375 Penalty: 2502.448730
	Iteration 32Q: 3 clusters Score -238010.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -238016.281250 Penalty: 2502.448730
	Iteration 33Q: 3 clusters Score -238016.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -238025.078125 Penalty: 2502.448730
	Iteration 34Q: 3 clusters Score -238025.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -238034.218750 Penalty: 2502.448730
	Iteration 35Q: 3 clusters Score -238034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -238049.843750 Penalty: 2502.448730
	Iteration 36Q: 3 clusters Score -238049.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -238064.046875 Penalty: 2502.448730
	Iteration 37Q: 3 clusters Score -238064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -238075.765625 Penalty: 2502.448730
	Iteration 38Q: 3 clusters Score -238075.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -238083.312500 Penalty: 2502.448730
	Iteration 39Q: 3 clusters Score -238083.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -238093.000000 Penalty: 2502.448730
	Iteration 40F: 3 clusters Score -238093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -238112.015625 Penalty: 2502.448730
	Iteration 41Q: 3 clusters Score -238112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -238127.984375 Penalty: 2502.448730
	Iteration 42Q: 3 clusters Score -238128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -238139.265625 Penalty: 2502.448730
	Iteration 43Q: 3 clusters Score -238139.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -238146.500000 Penalty: 2502.448730
	Iteration 44Q: 3 clusters Score -238146.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -238157.828125 Penalty: 2502.448730
	Iteration 45Q: 3 clusters Score -238157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -238168.234375 Penalty: 2502.448730
	Iteration 46Q: 3 clusters Score -238168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -238172.593750 Penalty: 2502.448730
	Iteration 47Q: 3 clusters Score -238172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -238176.859375 Penalty: 2502.448730
	Iteration 48Q: 3 clusters Score -238176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -238179.140625 Penalty: 2502.448730
	Iteration 49Q: 3 clusters Score -238179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -238179.937500 Penalty: 2502.448730
	Iteration 50Q: 3 clusters Score -238179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -238183.250000 Penalty: 2502.448730
	Iteration 51Q: 3 clusters Score -238183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -238184.609375 Penalty: 2502.448730
	Iteration 52Q: 3 clusters Score -238184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -238186.703125 Penalty: 2502.448730
	Iteration 53Q: 3 clusters Score -238186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -238188.421875 Penalty: 2502.448730
	Iteration 54Q: 3 clusters Score -238188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -238192.171875 Penalty: 2502.448730
	Iteration 55Q: 3 clusters Score -238192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -238192.937500 Penalty: 2502.448730
	Iteration 56Q: 3 clusters Score -238192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -238194.750000 Penalty: 2502.448730
	Iteration 57Q: 3 clusters Score -238194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -238197.140625 Penalty: 2502.448730
	Iteration 58Q: 3 clusters Score -238197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -238198.703125 Penalty: 2502.448730
	Iteration 59Q: 3 clusters Score -238198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -238198.984375 Penalty: 2502.448730
	Iteration 60F: 3 clusters Score -238199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -246655.937500 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -246655.9 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 1139 members 
Entering Unmasked Estep 
Score: -244387.218750 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -244387.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -244872.984375 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -244873 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -244998.437500 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -244998.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245058.796875 Penalty: 2510.588623
	Iteration 3Q: 3 clusters Score -245058.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245099.421875 Penalty: 2510.588623
	Iteration 4Q: 3 clusters Score -245099.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -245122.203125 Penalty: 2510.588623
	Iteration 5Q: 3 clusters Score -245122.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -245143.781250 Penalty: 2510.588623
	Iteration 6Q: 3 clusters Score -245143.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -245176.734375 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -245176.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -245205.531250 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -245205.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -245234.796875 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -245234.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -245263.562500 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -245263.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -245288.171875 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -245288.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245315.093750 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -245315.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -245347.843750 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -245347.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245384.515625 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -245384.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -245420.578125 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -245420.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -245452.453125 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -245452.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -245472.578125 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -245472.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -245494.500000 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -245494.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -245516.375000 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -245516.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -245529.515625 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -245529.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -245546.953125 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -245547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -245566.156250 Penalty: 2510.588623
	Iteration 22Q: 3 clusters Score -245566.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -245591.593750 Penalty: 2510.588623
	Iteration 23Q: 3 clusters Score -245591.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -245610.390625 Penalty: 2510.588623
	Iteration 24Q: 3 clusters Score -245610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -245623.843750 Penalty: 2510.588623
	Iteration 25Q: 3 clusters Score -245623.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -245641.484375 Penalty: 2510.588623
	Iteration 26Q: 3 clusters Score -245641.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -245659.234375 Penalty: 2510.588623
	Iteration 27Q: 3 clusters Score -245659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -245667.109375 Penalty: 2510.588623
	Iteration 28Q: 3 clusters Score -245667.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -245680.578125 Penalty: 2510.588623
	Iteration 29Q: 3 clusters Score -245680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -245691.968750 Penalty: 2510.588623
	Iteration 30Q: 3 clusters Score -245692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -245697.703125 Penalty: 2510.588623
	Iteration 31Q: 3 clusters Score -245697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -245701.359375 Penalty: 2510.588623
	Iteration 32Q: 3 clusters Score -245701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -245707.500000 Penalty: 2510.588623
	Iteration 33Q: 3 clusters Score -245707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -245713.296875 Penalty: 2510.588623
	Iteration 34Q: 3 clusters Score -245713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -245717.218750 Penalty: 2510.588623
	Iteration 35Q: 3 clusters Score -245717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -245718.765625 Penalty: 2510.588623
	Iteration 36Q: 3 clusters Score -245718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -245719.828125 Penalty: 2510.588623
	Iteration 37Q: 3 clusters Score -245719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -245720.437500 Penalty: 2510.588623
	Iteration 38Q: 3 clusters Score -245720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -245721.171875 Penalty: 2510.588623
	Iteration 39Q: 3 clusters Score -245721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -245722.062500 Penalty: 2510.588623
	Iteration 40F: 3 clusters Score -245722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -245723.000000 Penalty: 2510.588623
	Iteration 41Q: 3 clusters Score -245723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -245724.593750 Penalty: 2510.588623
	Iteration 42Q: 3 clusters Score -245724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -245726.343750 Penalty: 2510.588623
	Iteration 43Q: 3 clusters Score -245726.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -245726.343750 Penalty: 2510.588623
	Iteration 44F: 3 clusters Score -245726.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -244010.796875 Penalty: 1263.550537
	Iteration 0F: 2 clusters Score -244010.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241821.656250 Penalty: 2527.101074
	Iteration 0F: 3 clusters Score -241821.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -242392.328125 Penalty: 2527.101074
	Iteration 1F: 3 clusters Score -242392.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242635.812500 Penalty: 2527.101074
	Iteration 2F: 3 clusters Score -242635.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -243024.765625 Penalty: 2527.101074
	Iteration 3F: 3 clusters Score -243024.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -243579.515625 Penalty: 2527.101074
	Iteration 4F: 3 clusters Score -243579.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -243999.859375 Penalty: 2527.101074
	Iteration 5F: 3 clusters Score -243999.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -244230.109375 Penalty: 2527.101074
	Iteration 6F: 3 clusters Score -244230.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -244339.703125 Penalty: 2527.101074
	Iteration 7Q: 3 clusters Score -244339.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -244380.359375 Penalty: 2527.101074
	Iteration 8Q: 3 clusters Score -244380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -244392.687500 Penalty: 2527.101074
	Iteration 9Q: 3 clusters Score -244392.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -244402.671875 Penalty: 2527.101074
	Iteration 10Q: 3 clusters Score -244402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -244416.281250 Penalty: 2527.101074
	Iteration 11Q: 3 clusters Score -244416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -244419.828125 Penalty: 2527.101074
	Iteration 12Q: 3 clusters Score -244419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -244424.265625 Penalty: 2527.101074
	Iteration 13Q: 3 clusters Score -244424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -244432.031250 Penalty: 2527.101074
	Iteration 14Q: 3 clusters Score -244432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -244435.781250 Penalty: 2527.101074
	Iteration 15Q: 3 clusters Score -244435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -244436.703125 Penalty: 2527.101074
	Iteration 16Q: 3 clusters Score -244436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -244437.546875 Penalty: 2527.101074
	Iteration 17Q: 3 clusters Score -244437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -244437.546875 Penalty: 2527.101074
	Iteration 18F: 3 clusters Score -244437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 85417 members 
Mstep: Class 6 contains 153885 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 234869 members 
Mstep: Class 16 contains 122775 members 
Mstep: Class 17 contains 135 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 22 contains 122154 members 
Entering Unmasked Estep 
Score: -98859688.000000 Penalty: 44658.785156
Splitting cluster 11 changes total score from -98860304.000000 to -98859688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -249891.906250 Penalty: 1256.936890
	Iteration 0F: 2 clusters Score -249891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247610.156250 Penalty: 2513.873779
	Iteration 0F: 3 clusters Score -247610.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -248080.406250 Penalty: 2513.873779
	Iteration 1F: 3 clusters Score -248080.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -248202.734375 Penalty: 2513.873779
	Iteration 2F: 3 clusters Score -248202.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -248287.953125 Penalty: 2513.873779
	Iteration 3F: 3 clusters Score -248288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -248349.093750 Penalty: 2513.873779
	Iteration 4Q: 3 clusters Score -248349.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -248394.031250 Penalty: 2513.873779
	Iteration 5Q: 3 clusters Score -248394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -248441.671875 Penalty: 2513.873779
	Iteration 6Q: 3 clusters Score -248441.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -248485.453125 Penalty: 2513.873779
	Iteration 7Q: 3 clusters Score -248485.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -248528.093750 Penalty: 2513.873779
	Iteration 8Q: 3 clusters Score -248528.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -248578.703125 Penalty: 2513.873779
	Iteration 9Q: 3 clusters Score -248578.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -248615.718750 Penalty: 2513.873779
	Iteration 10Q: 3 clusters Score -248615.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -248643.703125 Penalty: 2513.873779
	Iteration 11Q: 3 clusters Score -248643.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -248667.421875 Penalty: 2513.873779
	Iteration 12Q: 3 clusters Score -248667.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -248685.828125 Penalty: 2513.873779
	Iteration 13Q: 3 clusters Score -248685.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -248704.000000 Penalty: 2513.873779
	Iteration 14Q: 3 clusters Score -248704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -248721.750000 Penalty: 2513.873779
	Iteration 15Q: 3 clusters Score -248721.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -248738.296875 Penalty: 2513.873779
	Iteration 16Q: 3 clusters Score -248738.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -248756.859375 Penalty: 2513.873779
	Iteration 17Q: 3 clusters Score -248756.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -248778.062500 Penalty: 2513.873779
	Iteration 18Q: 3 clusters Score -248778.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -248793.515625 Penalty: 2513.873779
	Iteration 19Q: 3 clusters Score -248793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -248801.203125 Penalty: 2513.873779
	Iteration 20F: 3 clusters Score -248801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -248805.281250 Penalty: 2513.873779
	Iteration 21Q: 3 clusters Score -248805.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -248812.453125 Penalty: 2513.873779
	Iteration 22Q: 3 clusters Score -248812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -248820.125000 Penalty: 2513.873779
	Iteration 23Q: 3 clusters Score -248820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -248828.406250 Penalty: 2513.873779
	Iteration 24Q: 3 clusters Score -248828.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -248833.843750 Penalty: 2513.873779
	Iteration 25Q: 3 clusters Score -248833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -248838.140625 Penalty: 2513.873779
	Iteration 26Q: 3 clusters Score -248838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -248841.093750 Penalty: 2513.873779
	Iteration 27Q: 3 clusters Score -248841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -248843.250000 Penalty: 2513.873779
	Iteration 28Q: 3 clusters Score -248843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -248846.734375 Penalty: 2513.873779
	Iteration 29Q: 3 clusters Score -248846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -248854.562500 Penalty: 2513.873779
	Iteration 30Q: 3 clusters Score -248854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -248866.859375 Penalty: 2513.873779
	Iteration 31Q: 3 clusters Score -248866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -248873.437500 Penalty: 2513.873779
	Iteration 32Q: 3 clusters Score -248873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -248885.937500 Penalty: 2513.873779
	Iteration 33Q: 3 clusters Score -248885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -248891.390625 Penalty: 2513.873779
	Iteration 34Q: 3 clusters Score -248891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -248897.953125 Penalty: 2513.873779
	Iteration 35Q: 3 clusters Score -248898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -248901.671875 Penalty: 2513.873779
	Iteration 36Q: 3 clusters Score -248901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -248906.515625 Penalty: 2513.873779
	Iteration 37Q: 3 clusters Score -248906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -248909.078125 Penalty: 2513.873779
	Iteration 38Q: 3 clusters Score -248909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -248913.703125 Penalty: 2513.873779
	Iteration 39Q: 3 clusters Score -248913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -248918.187500 Penalty: 2513.873779
	Iteration 40F: 3 clusters Score -248918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -248923.734375 Penalty: 2513.873779
	Iteration 41Q: 3 clusters Score -248923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -248925.484375 Penalty: 2513.873779
	Iteration 42Q: 3 clusters Score -248925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -248927.203125 Penalty: 2513.873779
	Iteration 43Q: 3 clusters Score -248927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -248928.218750 Penalty: 2513.873779
	Iteration 44Q: 3 clusters Score -248928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -248932.609375 Penalty: 2513.873779
	Iteration 45Q: 3 clusters Score -248932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -248934.765625 Penalty: 2513.873779
	Iteration 46Q: 3 clusters Score -248934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -248939.078125 Penalty: 2513.873779
	Iteration 47Q: 3 clusters Score -248939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -248942.437500 Penalty: 2513.873779
	Iteration 48Q: 3 clusters Score -248942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -248942.437500 Penalty: 2513.873779
	Iteration 49F: 3 clusters Score -248942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Entering Unmasked Estep 
Score: -7411175.000000 Penalty: 1807.245605
	Iteration 0F: 2 clusters Score -7411175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -7366091.500000 Penalty: 3614.491211
	Iteration 0F: 3 clusters Score -7366092 nChanged 31889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -7384474.000000 Penalty: 3614.491211
	Iteration 1F: 3 clusters Score -7384474 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -7385069.500000 Penalty: 3614.491211
	Iteration 2Q: 3 clusters Score -7385070 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -7385675.500000 Penalty: 3614.491211
	Iteration 3Q: 3 clusters Score -7385676 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -7386457.000000 Penalty: 3614.491211
	Iteration 4Q: 3 clusters Score -7386457 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -7387499.000000 Penalty: 3614.491211
	Iteration 5Q: 3 clusters Score -7387499 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -7389033.500000 Penalty: 3614.491211
	Iteration 6Q: 3 clusters Score -7389034 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -7391117.000000 Penalty: 3614.491211
	Iteration 7F: 3 clusters Score -7391117 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -7393942.500000 Penalty: 3614.491211
	Iteration 8F: 3 clusters Score -7393942 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -7396834.000000 Penalty: 3614.491211
	Iteration 9F: 3 clusters Score -7396834 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -7399156.000000 Penalty: 3614.491211
	Iteration 10F: 3 clusters Score -7399156 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -7400306.000000 Penalty: 3614.491211
	Iteration 11Q: 3 clusters Score -7400306 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -7400822.500000 Penalty: 3614.491211
	Iteration 12Q: 3 clusters Score -7400822 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -7401174.500000 Penalty: 3614.491211
	Iteration 13Q: 3 clusters Score -7401174 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -7401524.500000 Penalty: 3614.491211
	Iteration 14Q: 3 clusters Score -7401524 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -7401747.500000 Penalty: 3614.491211
	Iteration 15Q: 3 clusters Score -7401748 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -7402015.000000 Penalty: 3614.491211
	Iteration 16Q: 3 clusters Score -7402015 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7402269.000000 Penalty: 3614.491211
	Iteration 17Q: 3 clusters Score -7402269 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -7402453.500000 Penalty: 3614.491211
	Iteration 18Q: 3 clusters Score -7402454 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -7402688.500000 Penalty: 3614.491211
	Iteration 19Q: 3 clusters Score -7402688 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -7402857.500000 Penalty: 3614.491211
	Iteration 20F: 3 clusters Score -7402858 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -7403031.000000 Penalty: 3614.491211
	Iteration 21Q: 3 clusters Score -7403031 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -7403179.000000 Penalty: 3614.491211
	Iteration 22Q: 3 clusters Score -7403179 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -7403334.500000 Penalty: 3614.491211
	Iteration 23Q: 3 clusters Score -7403334 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7403436.500000 Penalty: 3614.491211
	Iteration 24Q: 3 clusters Score -7403436 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -7403525.500000 Penalty: 3614.491211
	Iteration 25Q: 3 clusters Score -7403526 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7403625.500000 Penalty: 3614.491211
	Iteration 26Q: 3 clusters Score -7403626 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -7403696.500000 Penalty: 3614.491211
	Iteration 27Q: 3 clusters Score -7403696 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -7403802.500000 Penalty: 3614.491211
	Iteration 28Q: 3 clusters Score -7403802 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -7403928.500000 Penalty: 3614.491211
	Iteration 29Q: 3 clusters Score -7403928 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -7404049.000000 Penalty: 3614.491211
	Iteration 30Q: 3 clusters Score -7404049 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -7404172.500000 Penalty: 3614.491211
	Iteration 31Q: 3 clusters Score -7404172 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -7404282.000000 Penalty: 3614.491211
	Iteration 32Q: 3 clusters Score -7404282 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -7404387.000000 Penalty: 3614.491211
	Iteration 33Q: 3 clusters Score -7404387 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -7404516.500000 Penalty: 3614.491211
	Iteration 34Q: 3 clusters Score -7404516 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7404641.500000 Penalty: 3614.491211
	Iteration 35Q: 3 clusters Score -7404642 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -7404773.000000 Penalty: 3614.491211
	Iteration 36Q: 3 clusters Score -7404773 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -7404922.500000 Penalty: 3614.491211
	Iteration 37Q: 3 clusters Score -7404922 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7405040.500000 Penalty: 3614.491211
	Iteration 38Q: 3 clusters Score -7405040 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -7405206.000000 Penalty: 3614.491211
	Iteration 39Q: 3 clusters Score -7405206 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -7405337.500000 Penalty: 3614.491211
	Iteration 40F: 3 clusters Score -7405338 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -7405493.000000 Penalty: 3614.491211
	Iteration 41Q: 3 clusters Score -7405493 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -7405639.500000 Penalty: 3614.491211
	Iteration 42Q: 3 clusters Score -7405640 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -7405817.000000 Penalty: 3614.491211
	Iteration 43Q: 3 clusters Score -7405817 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -7406001.500000 Penalty: 3614.491211
	Iteration 44Q: 3 clusters Score -7406002 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -7406154.500000 Penalty: 3614.491211
	Iteration 45Q: 3 clusters Score -7406154 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -7406298.500000 Penalty: 3614.491211
	Iteration 46Q: 3 clusters Score -7406298 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -7406454.500000 Penalty: 3614.491211
	Iteration 47Q: 3 clusters Score -7406454 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -7406647.000000 Penalty: 3614.491211
	Iteration 48Q: 3 clusters Score -7406647 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -7406893.500000 Penalty: 3614.491211
	Iteration 49Q: 3 clusters Score -7406894 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -7407068.000000 Penalty: 3614.491211
	Iteration 50Q: 3 clusters Score -7407068 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -7407220.500000 Penalty: 3614.491211
	Iteration 51Q: 3 clusters Score -7407220 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -7407396.500000 Penalty: 3614.491211
	Iteration 52Q: 3 clusters Score -7407396 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -7407569.000000 Penalty: 3614.491211
	Iteration 53Q: 3 clusters Score -7407569 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -7407765.000000 Penalty: 3614.491211
	Iteration 54Q: 3 clusters Score -7407765 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -7407941.500000 Penalty: 3614.491211
	Iteration 55Q: 3 clusters Score -7407942 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -7408079.000000 Penalty: 3614.491211
	Iteration 56Q: 3 clusters Score -7408079 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -7408225.500000 Penalty: 3614.491211
	Iteration 57Q: 3 clusters Score -7408226 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7408384.000000 Penalty: 3614.491211
	Iteration 58Q: 3 clusters Score -7408384 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -7408508.000000 Penalty: 3614.491211
	Iteration 59Q: 3 clusters Score -7408508 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7408675.000000 Penalty: 3614.491211
	Iteration 60F: 3 clusters Score -7408675 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -7408794.000000 Penalty: 3614.491211
	Iteration 61Q: 3 clusters Score -7408794 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7408880.000000 Penalty: 3614.491211
	Iteration 62Q: 3 clusters Score -7408880 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7409031.500000 Penalty: 3614.491211
	Iteration 63Q: 3 clusters Score -7409032 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7409122.500000 Penalty: 3614.491211
	Iteration 64Q: 3 clusters Score -7409122 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7409214.500000 Penalty: 3614.491211
	Iteration 65Q: 3 clusters Score -7409214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7409285.500000 Penalty: 3614.491211
	Iteration 66Q: 3 clusters Score -7409286 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7409315.000000 Penalty: 3614.491211
	Iteration 67Q: 3 clusters Score -7409315 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7409354.000000 Penalty: 3614.491211
	Iteration 68Q: 3 clusters Score -7409354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7409405.500000 Penalty: 3614.491211
	Iteration 69Q: 3 clusters Score -7409406 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7409442.500000 Penalty: 3614.491211
	Iteration 70Q: 3 clusters Score -7409442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7409476.000000 Penalty: 3614.491211
	Iteration 71Q: 3 clusters Score -7409476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7409516.000000 Penalty: 3614.491211
	Iteration 72Q: 3 clusters Score -7409516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7409538.500000 Penalty: 3614.491211
	Iteration 73Q: 3 clusters Score -7409538 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7409565.000000 Penalty: 3614.491211
	Iteration 74Q: 3 clusters Score -7409565 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7409562.000000 Penalty: 3614.491211
	Iteration 75Q: 3 clusters Score -7409562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7409565.000000 Penalty: 3614.491211
	Iteration 76Q: 3 clusters Score -7409565 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7409604.000000 Penalty: 3614.491211
	Iteration 77Q: 3 clusters Score -7409604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7409620.000000 Penalty: 3614.491211
	Iteration 78Q: 3 clusters Score -7409620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7409630.000000 Penalty: 3614.491211
	Iteration 79Q: 3 clusters Score -7409630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7409640.500000 Penalty: 3614.491211
	Iteration 80F: 3 clusters Score -7409640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7409661.000000 Penalty: 3614.491211
	Iteration 81Q: 3 clusters Score -7409661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7409659.000000 Penalty: 3614.491211
	Iteration 82Q: 3 clusters Score -7409659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7409671.000000 Penalty: 3614.491211
	Iteration 83Q: 3 clusters Score -7409671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7409691.000000 Penalty: 3614.491211
	Iteration 84Q: 3 clusters Score -7409691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7409710.000000 Penalty: 3614.491211
	Iteration 85Q: 3 clusters Score -7409710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7409724.000000 Penalty: 3614.491211
	Iteration 86Q: 3 clusters Score -7409724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7409747.000000 Penalty: 3614.491211
	Iteration 87Q: 3 clusters Score -7409747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7409755.500000 Penalty: 3614.491211
	Iteration 88Q: 3 clusters Score -7409756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7409765.000000 Penalty: 3614.491211
	Iteration 89Q: 3 clusters Score -7409765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7409768.500000 Penalty: 3614.491211
	Iteration 90Q: 3 clusters Score -7409768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7409760.500000 Penalty: 3614.491211
	Iteration 91Q: 3 clusters Score -7409760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7409761.000000 Penalty: 3614.491211
	Iteration 92Q: 3 clusters Score -7409761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7409763.000000 Penalty: 3614.491211
	Iteration 93Q: 3 clusters Score -7409763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7409771.000000 Penalty: 3614.491211
	Iteration 94Q: 3 clusters Score -7409771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7409775.500000 Penalty: 3614.491211
	Iteration 95Q: 3 clusters Score -7409776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7409775.500000 Penalty: 3614.491211
	Iteration 96Q: 3 clusters Score -7409776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7409785.500000 Penalty: 3614.491211
	Iteration 97Q: 3 clusters Score -7409786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7409780.000000 Penalty: 3614.491211
	Iteration 98Q: 3 clusters Score -7409780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7409780.500000 Penalty: 3614.491211
	Iteration 99Q: 3 clusters Score -7409780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7409773.000000 Penalty: 3614.491211
	Iteration 100F: 3 clusters Score -7409773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7409773.000000 Penalty: 3614.491211
	Iteration 101Q: 3 clusters Score -7409773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7409771.000000 Penalty: 3614.491211
	Iteration 102Q: 3 clusters Score -7409771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7409774.500000 Penalty: 3614.491211
	Iteration 103Q: 3 clusters Score -7409774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7409778.000000 Penalty: 3614.491211
	Iteration 104Q: 3 clusters Score -7409778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7409784.000000 Penalty: 3614.491211
	Iteration 105Q: 3 clusters Score -7409784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7409790.000000 Penalty: 3614.491211
	Iteration 106Q: 3 clusters Score -7409790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7409789.000000 Penalty: 3614.491211
	Iteration 107Q: 3 clusters Score -7409789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7409797.500000 Penalty: 3614.491211
	Iteration 108Q: 3 clusters Score -7409798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7409803.500000 Penalty: 3614.491211
	Iteration 109Q: 3 clusters Score -7409804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7409807.000000 Penalty: 3614.491211
	Iteration 110Q: 3 clusters Score -7409807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7409824.000000 Penalty: 3614.491211
	Iteration 111Q: 3 clusters Score -7409824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7409839.000000 Penalty: 3614.491211
	Iteration 112Q: 3 clusters Score -7409839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7409842.500000 Penalty: 3614.491211
	Iteration 113Q: 3 clusters Score -7409842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7409849.000000 Penalty: 3614.491211
	Iteration 114Q: 3 clusters Score -7409849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7409849.500000 Penalty: 3614.491211
	Iteration 115Q: 3 clusters Score -7409850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7409849.500000 Penalty: 3614.491211
	Iteration 116Q: 3 clusters Score -7409850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7409853.000000 Penalty: 3614.491211
	Iteration 117Q: 3 clusters Score -7409853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7409857.000000 Penalty: 3614.491211
	Iteration 118Q: 3 clusters Score -7409857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7409859.500000 Penalty: 3614.491211
	Iteration 119Q: 3 clusters Score -7409860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7409855.500000 Penalty: 3614.491211
	Iteration 120F: 3 clusters Score -7409856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7409861.500000 Penalty: 3614.491211
	Iteration 121Q: 3 clusters Score -7409862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7409867.000000 Penalty: 3614.491211
	Iteration 122Q: 3 clusters Score -7409867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7409867.000000 Penalty: 3614.491211
	Iteration 123Q: 3 clusters Score -7409867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7409866.000000 Penalty: 3614.491211
	Iteration 124Q: 3 clusters Score -7409866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7409866.000000 Penalty: 3614.491211
	Iteration 125F: 3 clusters Score -7409866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -463282.750000 Penalty: 1367.643433
	Iteration 0F: 2 clusters Score -463282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -459587.500000 Penalty: 2735.286865
	Iteration 0F: 3 clusters Score -459587.5 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -460603.312500 Penalty: 2735.286865
	Iteration 1F: 3 clusters Score -460603.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -460785.000000 Penalty: 2735.286865
	Iteration 2F: 3 clusters Score -460785 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -461056.875000 Penalty: 2735.286865
	Iteration 3F: 3 clusters Score -461056.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -461428.875000 Penalty: 2735.286865
	Iteration 4F: 3 clusters Score -461428.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -461827.125000 Penalty: 2735.286865
	Iteration 5F: 3 clusters Score -461827.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -462160.531250 Penalty: 2735.286865
	Iteration 6F: 3 clusters Score -462160.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -462433.125000 Penalty: 2735.286865
	Iteration 7F: 3 clusters Score -462433.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -462625.875000 Penalty: 2735.286865
	Iteration 8Q: 3 clusters Score -462625.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -462751.156250 Penalty: 2735.286865
	Iteration 9Q: 3 clusters Score -462751.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -462815.750000 Penalty: 2735.286865
	Iteration 10Q: 3 clusters Score -462815.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -462853.281250 Penalty: 2735.286865
	Iteration 11Q: 3 clusters Score -462853.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -462884.125000 Penalty: 2735.286865
	Iteration 12Q: 3 clusters Score -462884.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -462914.250000 Penalty: 2735.286865
	Iteration 13Q: 3 clusters Score -462914.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -462934.750000 Penalty: 2735.286865
	Iteration 14Q: 3 clusters Score -462934.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -462947.406250 Penalty: 2735.286865
	Iteration 15Q: 3 clusters Score -462947.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -462957.093750 Penalty: 2735.286865
	Iteration 16Q: 3 clusters Score -462957.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -462968.218750 Penalty: 2735.286865
	Iteration 17Q: 3 clusters Score -462968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -462976.750000 Penalty: 2735.286865
	Iteration 18Q: 3 clusters Score -462976.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -462988.031250 Penalty: 2735.286865
	Iteration 19Q: 3 clusters Score -462988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -462997.312500 Penalty: 2735.286865
	Iteration 20F: 3 clusters Score -462997.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -463005.343750 Penalty: 2735.286865
	Iteration 21Q: 3 clusters Score -463005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -463011.437500 Penalty: 2735.286865
	Iteration 22Q: 3 clusters Score -463011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -463013.500000 Penalty: 2735.286865
	Iteration 23Q: 3 clusters Score -463013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -463014.343750 Penalty: 2735.286865
	Iteration 24Q: 3 clusters Score -463014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -463014.843750 Penalty: 2735.286865
	Iteration 25Q: 3 clusters Score -463014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -463015.406250 Penalty: 2735.286865
	Iteration 26Q: 3 clusters Score -463015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -463016.875000 Penalty: 2735.286865
	Iteration 27Q: 3 clusters Score -463016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -463016.843750 Penalty: 2735.286865
	Iteration 28Q: 3 clusters Score -463016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -463016.843750 Penalty: 2735.286865
	Iteration 29F: 3 clusters Score -463016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234869 members 
Entering Unmasked Estep 
Score: -25224144.000000 Penalty: 2009.602295
	Iteration 0F: 2 clusters Score -2.522414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117061 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -25090672.000000 Penalty: 4019.204590
	Iteration 0F: 3 clusters Score -2.509067e+07 nChanged 114277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 126533 members 
Entering Unmasked Estep 
Score: -25158654.000000 Penalty: 4019.204590
	Iteration 1F: 3 clusters Score -2.515865e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -25160680.000000 Penalty: 4019.204590
	Iteration 2Q: 3 clusters Score -2.516068e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 141575 members 
Entering Unmasked Estep 
Score: -25164548.000000 Penalty: 4019.204590
	Iteration 3Q: 3 clusters Score -2.516455e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -25171248.000000 Penalty: 4019.204590
	Iteration 4F: 3 clusters Score -2.517125e+07 nChanged 17254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 171823 members 
Entering Unmasked Estep 
Score: -25180258.000000 Penalty: 4019.204590
	Iteration 5F: 3 clusters Score -2.518026e+07 nChanged 17468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 188719 members 
Entering Unmasked Estep 
Score: -25190380.000000 Penalty: 4019.204590
	Iteration 6F: 3 clusters Score -2.519038e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 201719 members 
Entering Unmasked Estep 
Score: -25199112.000000 Penalty: 4019.204590
	Iteration 7F: 3 clusters Score -2.519911e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 209446 members 
Entering Unmasked Estep 
Score: -25205186.000000 Penalty: 4019.204590
	Iteration 8Q: 3 clusters Score -2.520519e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 213855 members 
Entering Unmasked Estep 
Score: -25208856.000000 Penalty: 4019.204590
	Iteration 9Q: 3 clusters Score -2.520886e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 216609 members 
Entering Unmasked Estep 
Score: -25210878.000000 Penalty: 4019.204590
	Iteration 10Q: 3 clusters Score -2.521088e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 218599 members 
Entering Unmasked Estep 
Score: -25212136.000000 Penalty: 4019.204590
	Iteration 11Q: 3 clusters Score -2.521214e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 220150 members 
Entering Unmasked Estep 
Score: -25213168.000000 Penalty: 4019.204590
	Iteration 12Q: 3 clusters Score -2.521317e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 221464 members 
Entering Unmasked Estep 
Score: -25213922.000000 Penalty: 4019.204590
	Iteration 13Q: 3 clusters Score -2.521392e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 222640 members 
Entering Unmasked Estep 
Score: -25214638.000000 Penalty: 4019.204590
	Iteration 14Q: 3 clusters Score -2.521464e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 223698 members 
Entering Unmasked Estep 
Score: -25215220.000000 Penalty: 4019.204590
	Iteration 15Q: 3 clusters Score -2.521522e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 224691 members 
Entering Unmasked Estep 
Score: -25215902.000000 Penalty: 4019.204590
	Iteration 16Q: 3 clusters Score -2.52159e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 225620 members 
Entering Unmasked Estep 
Score: -25216498.000000 Penalty: 4019.204590
	Iteration 17Q: 3 clusters Score -2.52165e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 226476 members 
Entering Unmasked Estep 
Score: -25217084.000000 Penalty: 4019.204590
	Iteration 18Q: 3 clusters Score -2.521708e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 227222 members 
Entering Unmasked Estep 
Score: -25217666.000000 Penalty: 4019.204590
	Iteration 19Q: 3 clusters Score -2.521767e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 227889 members 
Entering Unmasked Estep 
Score: -25218224.000000 Penalty: 4019.204590
	Iteration 20F: 3 clusters Score -2.521822e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 228465 members 
Entering Unmasked Estep 
Score: -25218876.000000 Penalty: 4019.204590
	Iteration 21Q: 3 clusters Score -2.521888e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 228978 members 
Entering Unmasked Estep 
Score: -25219402.000000 Penalty: 4019.204590
	Iteration 22Q: 3 clusters Score -2.52194e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 229358 members 
Entering Unmasked Estep 
Score: -25219710.000000 Penalty: 4019.204590
	Iteration 23Q: 3 clusters Score -2.521971e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 229678 members 
Entering Unmasked Estep 
Score: -25219966.000000 Penalty: 4019.204590
	Iteration 24Q: 3 clusters Score -2.521997e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 229914 members 
Entering Unmasked Estep 
Score: -25220230.000000 Penalty: 4019.204590
	Iteration 25Q: 3 clusters Score -2.522023e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 230101 members 
Entering Unmasked Estep 
Score: -25220442.000000 Penalty: 4019.204590
	Iteration 26Q: 3 clusters Score -2.522044e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 230236 members 
Entering Unmasked Estep 
Score: -25220508.000000 Penalty: 4019.204590
	Iteration 27Q: 3 clusters Score -2.522051e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 230366 members 
Entering Unmasked Estep 
Score: -25220644.000000 Penalty: 4019.204590
	Iteration 28Q: 3 clusters Score -2.522064e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 230476 members 
Entering Unmasked Estep 
Score: -25220810.000000 Penalty: 4019.204590
	Iteration 29Q: 3 clusters Score -2.522081e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 230568 members 
Entering Unmasked Estep 
Score: -25220946.000000 Penalty: 4019.204590
	Iteration 30Q: 3 clusters Score -2.522095e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 230629 members 
Entering Unmasked Estep 
Score: -25221094.000000 Penalty: 4019.204590
	Iteration 31Q: 3 clusters Score -2.522109e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -25221188.000000 Penalty: 4019.204590
	Iteration 32Q: 3 clusters Score -2.522119e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 230758 members 
Entering Unmasked Estep 
Score: -25221248.000000 Penalty: 4019.204590
	Iteration 33Q: 3 clusters Score -2.522125e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 230821 members 
Entering Unmasked Estep 
Score: -25221366.000000 Penalty: 4019.204590
	Iteration 34Q: 3 clusters Score -2.522137e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 230861 members 
Entering Unmasked Estep 
Score: -25221404.000000 Penalty: 4019.204590
	Iteration 35Q: 3 clusters Score -2.52214e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 230889 members 
Entering Unmasked Estep 
Score: -25221494.000000 Penalty: 4019.204590
	Iteration 36Q: 3 clusters Score -2.522149e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 230909 members 
Entering Unmasked Estep 
Score: -25221532.000000 Penalty: 4019.204590
	Iteration 37Q: 3 clusters Score -2.522153e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 230956 members 
Entering Unmasked Estep 
Score: -25221584.000000 Penalty: 4019.204590
	Iteration 38Q: 3 clusters Score -2.522158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 231002 members 
Entering Unmasked Estep 
Score: -25221658.000000 Penalty: 4019.204590
	Iteration 39Q: 3 clusters Score -2.522166e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 231036 members 
Entering Unmasked Estep 
Score: -25221742.000000 Penalty: 4019.204590
	Iteration 40F: 3 clusters Score -2.522174e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 231042 members 
Entering Unmasked Estep 
Score: -25221828.000000 Penalty: 4019.204590
	Iteration 41Q: 3 clusters Score -2.522183e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 231064 members 
Entering Unmasked Estep 
Score: -25221858.000000 Penalty: 4019.204590
	Iteration 42Q: 3 clusters Score -2.522186e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 231077 members 
Entering Unmasked Estep 
Score: -25221892.000000 Penalty: 4019.204590
	Iteration 43Q: 3 clusters Score -2.522189e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 231075 members 
Entering Unmasked Estep 
Score: -25221894.000000 Penalty: 4019.204590
	Iteration 44Q: 3 clusters Score -2.522189e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 231074 members 
Entering Unmasked Estep 
Score: -25221944.000000 Penalty: 4019.204590
	Iteration 45Q: 3 clusters Score -2.522194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 231066 members 
Entering Unmasked Estep 
Score: -25221944.000000 Penalty: 4019.204590
	Iteration 46Q: 3 clusters Score -2.522194e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 231060 members 
Entering Unmasked Estep 
Score: -25221958.000000 Penalty: 4019.204590
	Iteration 47Q: 3 clusters Score -2.522196e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 231061 members 
Entering Unmasked Estep 
Score: -25221954.000000 Penalty: 4019.204590
	Iteration 48Q: 3 clusters Score -2.522195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 231061 members 
Entering Unmasked Estep 
Score: -25221976.000000 Penalty: 4019.204590
	Iteration 49Q: 3 clusters Score -2.522198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 231056 members 
Entering Unmasked Estep 
Score: -25221976.000000 Penalty: 4019.204590
	Iteration 50Q: 3 clusters Score -2.522198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 231055 members 
Entering Unmasked Estep 
Score: -25221960.000000 Penalty: 4019.204590
	Iteration 51Q: 3 clusters Score -2.522196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 231058 members 
Entering Unmasked Estep 
Score: -25221998.000000 Penalty: 4019.204590
	Iteration 52Q: 3 clusters Score -2.5222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 231063 members 
Entering Unmasked Estep 
Score: -25222010.000000 Penalty: 4019.204590
	Iteration 53Q: 3 clusters Score -2.522201e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 231076 members 
Entering Unmasked Estep 
Score: -25222052.000000 Penalty: 4019.204590
	Iteration 54Q: 3 clusters Score -2.522205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 231088 members 
Entering Unmasked Estep 
Score: -25222048.000000 Penalty: 4019.204590
	Iteration 55Q: 3 clusters Score -2.522205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 231093 members 
Entering Unmasked Estep 
Score: -25222062.000000 Penalty: 4019.204590
	Iteration 56Q: 3 clusters Score -2.522206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 231099 members 
Entering Unmasked Estep 
Score: -25222060.000000 Penalty: 4019.204590
	Iteration 57Q: 3 clusters Score -2.522206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 231098 members 
Entering Unmasked Estep 
Score: -25222054.000000 Penalty: 4019.204590
	Iteration 58Q: 3 clusters Score -2.522205e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 231108 members 
Entering Unmasked Estep 
Score: -25222064.000000 Penalty: 4019.204590
	Iteration 59Q: 3 clusters Score -2.522206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 231111 members 
Entering Unmasked Estep 
Score: -25222086.000000 Penalty: 4019.204590
	Iteration 60F: 3 clusters Score -2.522209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 231116 members 
Entering Unmasked Estep 
Score: -25222066.000000 Penalty: 4019.204590
	Iteration 61Q: 3 clusters Score -2.522207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 231119 members 
Entering Unmasked Estep 
Score: -25222074.000000 Penalty: 4019.204590
	Iteration 62Q: 3 clusters Score -2.522207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 231128 members 
Entering Unmasked Estep 
Score: -25222084.000000 Penalty: 4019.204590
	Iteration 63Q: 3 clusters Score -2.522208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 231130 members 
Entering Unmasked Estep 
Score: -25222086.000000 Penalty: 4019.204590
	Iteration 64Q: 3 clusters Score -2.522209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 231130 members 
Entering Unmasked Estep 
Score: -25222102.000000 Penalty: 4019.204590
	Iteration 65Q: 3 clusters Score -2.52221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 231131 members 
Entering Unmasked Estep 
Score: -25222118.000000 Penalty: 4019.204590
	Iteration 66Q: 3 clusters Score -2.522212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 231129 members 
Entering Unmasked Estep 
Score: -25222138.000000 Penalty: 4019.204590
	Iteration 67Q: 3 clusters Score -2.522214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 231124 members 
Entering Unmasked Estep 
Score: -25222116.000000 Penalty: 4019.204590
	Iteration 68Q: 3 clusters Score -2.522212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 231122 members 
Entering Unmasked Estep 
Score: -25222102.000000 Penalty: 4019.204590
	Iteration 69Q: 3 clusters Score -2.52221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 231119 members 
Entering Unmasked Estep 
Score: -25222126.000000 Penalty: 4019.204590
	Iteration 70Q: 3 clusters Score -2.522213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 231120 members 
Entering Unmasked Estep 
Score: -25222140.000000 Penalty: 4019.204590
	Iteration 71Q: 3 clusters Score -2.522214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 231123 members 
Entering Unmasked Estep 
Score: -25222134.000000 Penalty: 4019.204590
	Iteration 72Q: 3 clusters Score -2.522213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 231129 members 
Entering Unmasked Estep 
Score: -25222130.000000 Penalty: 4019.204590
	Iteration 73Q: 3 clusters Score -2.522213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 231134 members 
Entering Unmasked Estep 
Score: -25222130.000000 Penalty: 4019.204590
	Iteration 74Q: 3 clusters Score -2.522213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 231136 members 
Entering Unmasked Estep 
Score: -25222128.000000 Penalty: 4019.204590
	Iteration 75Q: 3 clusters Score -2.522213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 231135 members 
Entering Unmasked Estep 
Score: -25222122.000000 Penalty: 4019.204590
	Iteration 76Q: 3 clusters Score -2.522212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 231133 members 
Entering Unmasked Estep 
Score: -25222116.000000 Penalty: 4019.204590
	Iteration 77Q: 3 clusters Score -2.522212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 231135 members 
Entering Unmasked Estep 
Score: -25222130.000000 Penalty: 4019.204590
	Iteration 78Q: 3 clusters Score -2.522213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 231140 members 
Entering Unmasked Estep 
Score: -25222136.000000 Penalty: 4019.204590
	Iteration 79Q: 3 clusters Score -2.522214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 231147 members 
Entering Unmasked Estep 
Score: -25222118.000000 Penalty: 4019.204590
	Iteration 80F: 3 clusters Score -2.522212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 231150 members 
Entering Unmasked Estep 
Score: -25222108.000000 Penalty: 4019.204590
	Iteration 81Q: 3 clusters Score -2.522211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 231150 members 
Entering Unmasked Estep 
Score: -25222122.000000 Penalty: 4019.204590
	Iteration 82Q: 3 clusters Score -2.522212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 231150 members 
Entering Unmasked Estep 
Score: -25222108.000000 Penalty: 4019.204590
	Iteration 83Q: 3 clusters Score -2.522211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 231153 members 
Entering Unmasked Estep 
Score: -25222116.000000 Penalty: 4019.204590
	Iteration 84Q: 3 clusters Score -2.522212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 231154 members 
Entering Unmasked Estep 
Score: -25222112.000000 Penalty: 4019.204590
	Iteration 85Q: 3 clusters Score -2.522211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 231155 members 
Entering Unmasked Estep 
Score: -25222116.000000 Penalty: 4019.204590
	Iteration 86Q: 3 clusters Score -2.522212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 231156 members 
Entering Unmasked Estep 
Score: -25222106.000000 Penalty: 4019.204590
	Iteration 87Q: 3 clusters Score -2.522211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 231156 members 
Entering Unmasked Estep 
Score: -25222106.000000 Penalty: 4019.204590
	Iteration 88F: 3 clusters Score -2.522211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Entering Unmasked Estep 
Score: -13445349.000000 Penalty: 1904.192749
	Iteration 0F: 2 clusters Score -1.344535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -13363120.000000 Penalty: 3808.385498
	Iteration 0F: 3 clusters Score -1.336312e+07 nChanged 59047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -13398105.000000 Penalty: 3808.385498
	Iteration 1F: 3 clusters Score -1.33981e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -13399368.000000 Penalty: 3808.385498
	Iteration 2Q: 3 clusters Score -1.339937e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -13401190.000000 Penalty: 3808.385498
	Iteration 3Q: 3 clusters Score -1.340119e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -13404240.000000 Penalty: 3808.385498
	Iteration 4F: 3 clusters Score -1.340424e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -13408634.000000 Penalty: 3808.385498
	Iteration 5F: 3 clusters Score -1.340863e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -13415412.000000 Penalty: 3808.385498
	Iteration 6F: 3 clusters Score -1.341541e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -13424442.000000 Penalty: 3808.385498
	Iteration 7F: 3 clusters Score -1.342444e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -13433346.000000 Penalty: 3808.385498
	Iteration 8F: 3 clusters Score -1.343335e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -13438818.000000 Penalty: 3808.385498
	Iteration 9Q: 3 clusters Score -1.343882e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -13440841.000000 Penalty: 3808.385498
	Iteration 10Q: 3 clusters Score -1.344084e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -13441697.000000 Penalty: 3808.385498
	Iteration 11Q: 3 clusters Score -1.34417e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -13442230.000000 Penalty: 3808.385498
	Iteration 12Q: 3 clusters Score -1.344223e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -13442569.000000 Penalty: 3808.385498
	Iteration 13Q: 3 clusters Score -1.344257e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 113927 members 
Entering Unmasked Estep 
Score: -13442921.000000 Penalty: 3808.385498
	Iteration 14Q: 3 clusters Score -1.344292e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 114625 members 
Entering Unmasked Estep 
Score: -13443194.000000 Penalty: 3808.385498
	Iteration 15Q: 3 clusters Score -1.344319e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -13443418.000000 Penalty: 3808.385498
	Iteration 16Q: 3 clusters Score -1.344342e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -13443632.000000 Penalty: 3808.385498
	Iteration 17Q: 3 clusters Score -1.344363e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 116186 members 
Entering Unmasked Estep 
Score: -13443759.000000 Penalty: 3808.385498
	Iteration 18Q: 3 clusters Score -1.344376e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -13443915.000000 Penalty: 3808.385498
	Iteration 19Q: 3 clusters Score -1.344392e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -13444003.000000 Penalty: 3808.385498
	Iteration 20F: 3 clusters Score -1.3444e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 117230 members 
Entering Unmasked Estep 
Score: -13444078.000000 Penalty: 3808.385498
	Iteration 21Q: 3 clusters Score -1.344408e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 117516 members 
Entering Unmasked Estep 
Score: -13444208.000000 Penalty: 3808.385498
	Iteration 22Q: 3 clusters Score -1.344421e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -13444313.000000 Penalty: 3808.385498
	Iteration 23Q: 3 clusters Score -1.344431e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -13444350.000000 Penalty: 3808.385498
	Iteration 24Q: 3 clusters Score -1.344435e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 118122 members 
Entering Unmasked Estep 
Score: -13444410.000000 Penalty: 3808.385498
	Iteration 25Q: 3 clusters Score -1.344441e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -13444437.000000 Penalty: 3808.385498
	Iteration 26Q: 3 clusters Score -1.344444e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -13444458.000000 Penalty: 3808.385498
	Iteration 27Q: 3 clusters Score -1.344446e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
Score: -13444471.000000 Penalty: 3808.385498
	Iteration 28Q: 3 clusters Score -1.344447e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -13444473.000000 Penalty: 3808.385498
	Iteration 29Q: 3 clusters Score -1.344447e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -13444489.000000 Penalty: 3808.385498
	Iteration 30Q: 3 clusters Score -1.344449e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 118778 members 
Entering Unmasked Estep 
Score: -13444499.000000 Penalty: 3808.385498
	Iteration 31Q: 3 clusters Score -1.34445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -13444495.000000 Penalty: 3808.385498
	Iteration 32Q: 3 clusters Score -1.34445e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -13444502.000000 Penalty: 3808.385498
	Iteration 33Q: 3 clusters Score -1.34445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -13444488.000000 Penalty: 3808.385498
	Iteration 34Q: 3 clusters Score -1.344449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 118998 members 
Entering Unmasked Estep 
Score: -13444511.000000 Penalty: 3808.385498
	Iteration 35Q: 3 clusters Score -1.344451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -13444509.000000 Penalty: 3808.385498
	Iteration 36Q: 3 clusters Score -1.344451e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 119084 members 
Entering Unmasked Estep 
Score: -13444509.000000 Penalty: 3808.385498
	Iteration 37Q: 3 clusters Score -1.344451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -13444526.000000 Penalty: 3808.385498
	Iteration 38Q: 3 clusters Score -1.344453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -13444522.000000 Penalty: 3808.385498
	Iteration 39Q: 3 clusters Score -1.344452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 119184 members 
Entering Unmasked Estep 
Score: -13444532.000000 Penalty: 3808.385498
	Iteration 40F: 3 clusters Score -1.344453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -13444563.000000 Penalty: 3808.385498
	Iteration 41Q: 3 clusters Score -1.344456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -13444547.000000 Penalty: 3808.385498
	Iteration 42Q: 3 clusters Score -1.344455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -13444576.000000 Penalty: 3808.385498
	Iteration 43Q: 3 clusters Score -1.344458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -13444567.000000 Penalty: 3808.385498
	Iteration 44Q: 3 clusters Score -1.344457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -13444580.000000 Penalty: 3808.385498
	Iteration 45Q: 3 clusters Score -1.344458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -13444582.000000 Penalty: 3808.385498
	Iteration 46Q: 3 clusters Score -1.344458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -13444581.000000 Penalty: 3808.385498
	Iteration 47Q: 3 clusters Score -1.344458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -13444582.000000 Penalty: 3808.385498
	Iteration 48Q: 3 clusters Score -1.344458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 119409 members 
Entering Unmasked Estep 
Score: -13444591.000000 Penalty: 3808.385498
	Iteration 49Q: 3 clusters Score -1.344459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 119421 members 
Entering Unmasked Estep 
Score: -13444585.000000 Penalty: 3808.385498
	Iteration 50Q: 3 clusters Score -1.344458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -13444582.000000 Penalty: 3808.385498
	Iteration 51Q: 3 clusters Score -1.344458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -13444585.000000 Penalty: 3808.385498
	Iteration 52Q: 3 clusters Score -1.344458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -13444585.000000 Penalty: 3808.385498
	Iteration 53Q: 3 clusters Score -1.344458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -13444582.000000 Penalty: 3808.385498
	Iteration 54Q: 3 clusters Score -1.344458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119445 members 
Entering Unmasked Estep 
Score: -13444591.000000 Penalty: 3808.385498
	Iteration 55Q: 3 clusters Score -1.344459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -13444595.000000 Penalty: 3808.385498
	Iteration 56Q: 3 clusters Score -1.34446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -13444598.000000 Penalty: 3808.385498
	Iteration 57Q: 3 clusters Score -1.34446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 119465 members 
Entering Unmasked Estep 
Score: -13444601.000000 Penalty: 3808.385498
	Iteration 58Q: 3 clusters Score -1.34446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -13444595.000000 Penalty: 3808.385498
	Iteration 59Q: 3 clusters Score -1.34446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
Score: -13444596.000000 Penalty: 3808.385498
	Iteration 60F: 3 clusters Score -1.34446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -13444592.000000 Penalty: 3808.385498
	Iteration 61Q: 3 clusters Score -1.344459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 119500 members 
Entering Unmasked Estep 
Score: -13444591.000000 Penalty: 3808.385498
	Iteration 62Q: 3 clusters Score -1.344459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -13444588.000000 Penalty: 3808.385498
	Iteration 63Q: 3 clusters Score -1.344459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -13444589.000000 Penalty: 3808.385498
	Iteration 64Q: 3 clusters Score -1.344459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -13444589.000000 Penalty: 3808.385498
	Iteration 65F: 3 clusters Score -1.344459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Entering Unmasked Estep 
Score: -3025785.000000 Penalty: 1660.698730
	Iteration 0F: 2 clusters Score -3025785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3007251.500000 Penalty: 3321.397461
	Iteration 0F: 3 clusters Score -3007252 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3014137.250000 Penalty: 3321.397461
	Iteration 1F: 3 clusters Score -3014137 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3014581.250000 Penalty: 3321.397461
	Iteration 2Q: 3 clusters Score -3014581 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3015010.250000 Penalty: 3321.397461
	Iteration 3Q: 3 clusters Score -3015010 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3015493.750000 Penalty: 3321.397461
	Iteration 4Q: 3 clusters Score -3015494 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3016080.000000 Penalty: 3321.397461
	Iteration 5Q: 3 clusters Score -3016080 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3016860.250000 Penalty: 3321.397461
	Iteration 6F: 3 clusters Score -3016860 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3017835.250000 Penalty: 3321.397461
	Iteration 7F: 3 clusters Score -3017835 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3018997.500000 Penalty: 3321.397461
	Iteration 8F: 3 clusters Score -3018998 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3019966.000000 Penalty: 3321.397461
	Iteration 9F: 3 clusters Score -3019966 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3020471.000000 Penalty: 3321.397461
	Iteration 10Q: 3 clusters Score -3020471 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3020686.250000 Penalty: 3321.397461
	Iteration 11Q: 3 clusters Score -3020686 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3020796.750000 Penalty: 3321.397461
	Iteration 12Q: 3 clusters Score -3020797 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3020852.500000 Penalty: 3321.397461
	Iteration 13Q: 3 clusters Score -3020852 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3020914.500000 Penalty: 3321.397461
	Iteration 14Q: 3 clusters Score -3020914 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3020974.500000 Penalty: 3321.397461
	Iteration 15Q: 3 clusters Score -3020974 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3021031.500000 Penalty: 3321.397461
	Iteration 16Q: 3 clusters Score -3021032 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3021066.250000 Penalty: 3321.397461
	Iteration 17Q: 3 clusters Score -3021066 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3021103.750000 Penalty: 3321.397461
	Iteration 18Q: 3 clusters Score -3021104 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3021159.500000 Penalty: 3321.397461
	Iteration 19Q: 3 clusters Score -3021160 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3021194.750000 Penalty: 3321.397461
	Iteration 20F: 3 clusters Score -3021195 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3021222.750000 Penalty: 3321.397461
	Iteration 21Q: 3 clusters Score -3021223 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3021274.000000 Penalty: 3321.397461
	Iteration 22Q: 3 clusters Score -3021274 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3021295.750000 Penalty: 3321.397461
	Iteration 23Q: 3 clusters Score -3021296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3021339.500000 Penalty: 3321.397461
	Iteration 24Q: 3 clusters Score -3021340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3021373.500000 Penalty: 3321.397461
	Iteration 25Q: 3 clusters Score -3021374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3021400.250000 Penalty: 3321.397461
	Iteration 26Q: 3 clusters Score -3021400 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3021432.250000 Penalty: 3321.397461
	Iteration 27Q: 3 clusters Score -3021432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3021459.000000 Penalty: 3321.397461
	Iteration 28Q: 3 clusters Score -3021459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3021475.750000 Penalty: 3321.397461
	Iteration 29Q: 3 clusters Score -3021476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3021474.250000 Penalty: 3321.397461
	Iteration 30Q: 3 clusters Score -3021474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3021481.000000 Penalty: 3321.397461
	Iteration 31Q: 3 clusters Score -3021481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3021485.750000 Penalty: 3321.397461
	Iteration 32Q: 3 clusters Score -3021486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3021495.000000 Penalty: 3321.397461
	Iteration 33Q: 3 clusters Score -3021495 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3021493.750000 Penalty: 3321.397461
	Iteration 34Q: 3 clusters Score -3021494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3021503.250000 Penalty: 3321.397461
	Iteration 35Q: 3 clusters Score -3021503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3021524.250000 Penalty: 3321.397461
	Iteration 36Q: 3 clusters Score -3021524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3021533.250000 Penalty: 3321.397461
	Iteration 37Q: 3 clusters Score -3021533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3021545.250000 Penalty: 3321.397461
	Iteration 38Q: 3 clusters Score -3021545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3021561.500000 Penalty: 3321.397461
	Iteration 39Q: 3 clusters Score -3021562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3021556.500000 Penalty: 3321.397461
	Iteration 40F: 3 clusters Score -3021556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3021574.750000 Penalty: 3321.397461
	Iteration 41Q: 3 clusters Score -3021575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3021588.500000 Penalty: 3321.397461
	Iteration 42Q: 3 clusters Score -3021588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3021580.750000 Penalty: 3321.397461
	Iteration 43Q: 3 clusters Score -3021581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3021601.750000 Penalty: 3321.397461
	Iteration 44Q: 3 clusters Score -3021602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3021618.000000 Penalty: 3321.397461
	Iteration 45Q: 3 clusters Score -3021618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3021619.750000 Penalty: 3321.397461
	Iteration 46Q: 3 clusters Score -3021620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3021634.250000 Penalty: 3321.397461
	Iteration 47Q: 3 clusters Score -3021634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3021635.250000 Penalty: 3321.397461
	Iteration 48Q: 3 clusters Score -3021635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3021632.500000 Penalty: 3321.397461
	Iteration 49Q: 3 clusters Score -3021632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3021629.250000 Penalty: 3321.397461
	Iteration 50Q: 3 clusters Score -3021629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3021634.750000 Penalty: 3321.397461
	Iteration 51Q: 3 clusters Score -3021635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3021645.750000 Penalty: 3321.397461
	Iteration 52Q: 3 clusters Score -3021646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3021644.250000 Penalty: 3321.397461
	Iteration 53Q: 3 clusters Score -3021644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3021664.500000 Penalty: 3321.397461
	Iteration 54Q: 3 clusters Score -3021664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3021678.750000 Penalty: 3321.397461
	Iteration 55Q: 3 clusters Score -3021679 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3021689.250000 Penalty: 3321.397461
	Iteration 56Q: 3 clusters Score -3021689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3021708.500000 Penalty: 3321.397461
	Iteration 57Q: 3 clusters Score -3021708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3021707.000000 Penalty: 3321.397461
	Iteration 58Q: 3 clusters Score -3021707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3021714.750000 Penalty: 3321.397461
	Iteration 59Q: 3 clusters Score -3021715 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3021746.500000 Penalty: 3321.397461
	Iteration 60F: 3 clusters Score -3021746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3021766.250000 Penalty: 3321.397461
	Iteration 61Q: 3 clusters Score -3021766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3021788.500000 Penalty: 3321.397461
	Iteration 62Q: 3 clusters Score -3021788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3021798.500000 Penalty: 3321.397461
	Iteration 63Q: 3 clusters Score -3021798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3021814.500000 Penalty: 3321.397461
	Iteration 64Q: 3 clusters Score -3021814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3021836.250000 Penalty: 3321.397461
	Iteration 65Q: 3 clusters Score -3021836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3021852.000000 Penalty: 3321.397461
	Iteration 66Q: 3 clusters Score -3021852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3021870.500000 Penalty: 3321.397461
	Iteration 67Q: 3 clusters Score -3021870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3021902.750000 Penalty: 3321.397461
	Iteration 68Q: 3 clusters Score -3021903 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3021930.000000 Penalty: 3321.397461
	Iteration 69Q: 3 clusters Score -3021930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3021978.500000 Penalty: 3321.397461
	Iteration 70Q: 3 clusters Score -3021978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3022007.500000 Penalty: 3321.397461
	Iteration 71Q: 3 clusters Score -3022008 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3022032.000000 Penalty: 3321.397461
	Iteration 72Q: 3 clusters Score -3022032 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3022049.000000 Penalty: 3321.397461
	Iteration 73Q: 3 clusters Score -3022049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3022091.500000 Penalty: 3321.397461
	Iteration 74Q: 3 clusters Score -3022092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3022132.500000 Penalty: 3321.397461
	Iteration 75Q: 3 clusters Score -3022132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3022149.000000 Penalty: 3321.397461
	Iteration 76Q: 3 clusters Score -3022149 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3022176.500000 Penalty: 3321.397461
	Iteration 77Q: 3 clusters Score -3022176 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3022208.000000 Penalty: 3321.397461
	Iteration 78Q: 3 clusters Score -3022208 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3022251.000000 Penalty: 3321.397461
	Iteration 79Q: 3 clusters Score -3022251 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3022294.250000 Penalty: 3321.397461
	Iteration 80F: 3 clusters Score -3022294 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3022329.750000 Penalty: 3321.397461
	Iteration 81Q: 3 clusters Score -3022330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3022366.500000 Penalty: 3321.397461
	Iteration 82Q: 3 clusters Score -3022366 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3022409.500000 Penalty: 3321.397461
	Iteration 83Q: 3 clusters Score -3022410 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3022432.750000 Penalty: 3321.397461
	Iteration 84Q: 3 clusters Score -3022433 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3022460.750000 Penalty: 3321.397461
	Iteration 85Q: 3 clusters Score -3022461 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3022507.250000 Penalty: 3321.397461
	Iteration 86Q: 3 clusters Score -3022507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3022555.750000 Penalty: 3321.397461
	Iteration 87Q: 3 clusters Score -3022556 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3022612.000000 Penalty: 3321.397461
	Iteration 88Q: 3 clusters Score -3022612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3022675.250000 Penalty: 3321.397461
	Iteration 89Q: 3 clusters Score -3022675 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3022730.750000 Penalty: 3321.397461
	Iteration 90Q: 3 clusters Score -3022731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3022782.500000 Penalty: 3321.397461
	Iteration 91Q: 3 clusters Score -3022782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3022826.750000 Penalty: 3321.397461
	Iteration 92Q: 3 clusters Score -3022827 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3022872.250000 Penalty: 3321.397461
	Iteration 93Q: 3 clusters Score -3022872 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3022917.500000 Penalty: 3321.397461
	Iteration 94Q: 3 clusters Score -3022918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3022975.500000 Penalty: 3321.397461
	Iteration 95Q: 3 clusters Score -3022976 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3023012.750000 Penalty: 3321.397461
	Iteration 96Q: 3 clusters Score -3023013 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3023073.000000 Penalty: 3321.397461
	Iteration 97Q: 3 clusters Score -3023073 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3023158.500000 Penalty: 3321.397461
	Iteration 98Q: 3 clusters Score -3023158 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3023232.500000 Penalty: 3321.397461
	Iteration 99Q: 3 clusters Score -3023232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3023326.500000 Penalty: 3321.397461
	Iteration 100F: 3 clusters Score -3023326 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3023432.000000 Penalty: 3321.397461
	Iteration 101Q: 3 clusters Score -3023432 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3023507.250000 Penalty: 3321.397461
	Iteration 102Q: 3 clusters Score -3023507 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3023605.750000 Penalty: 3321.397461
	Iteration 103Q: 3 clusters Score -3023606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3023699.500000 Penalty: 3321.397461
	Iteration 104Q: 3 clusters Score -3023700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3023786.250000 Penalty: 3321.397461
	Iteration 105Q: 3 clusters Score -3023786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3023859.250000 Penalty: 3321.397461
	Iteration 106Q: 3 clusters Score -3023859 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3023930.000000 Penalty: 3321.397461
	Iteration 107Q: 3 clusters Score -3023930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3023999.500000 Penalty: 3321.397461
	Iteration 108Q: 3 clusters Score -3024000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3024045.250000 Penalty: 3321.397461
	Iteration 109Q: 3 clusters Score -3024045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3024084.500000 Penalty: 3321.397461
	Iteration 110Q: 3 clusters Score -3024084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3024128.250000 Penalty: 3321.397461
	Iteration 111Q: 3 clusters Score -3024128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3024151.750000 Penalty: 3321.397461
	Iteration 112Q: 3 clusters Score -3024152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3024175.500000 Penalty: 3321.397461
	Iteration 113Q: 3 clusters Score -3024176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3024199.000000 Penalty: 3321.397461
	Iteration 114Q: 3 clusters Score -3024199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3024221.500000 Penalty: 3321.397461
	Iteration 115Q: 3 clusters Score -3024222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3024239.500000 Penalty: 3321.397461
	Iteration 116Q: 3 clusters Score -3024240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3024257.750000 Penalty: 3321.397461
	Iteration 117Q: 3 clusters Score -3024258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3024271.500000 Penalty: 3321.397461
	Iteration 118Q: 3 clusters Score -3024272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3024285.000000 Penalty: 3321.397461
	Iteration 119Q: 3 clusters Score -3024285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3024291.000000 Penalty: 3321.397461
	Iteration 120F: 3 clusters Score -3024291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3024302.250000 Penalty: 3321.397461
	Iteration 121Q: 3 clusters Score -3024302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3024310.750000 Penalty: 3321.397461
	Iteration 122Q: 3 clusters Score -3024311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3024312.000000 Penalty: 3321.397461
	Iteration 123Q: 3 clusters Score -3024312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3024317.500000 Penalty: 3321.397461
	Iteration 124Q: 3 clusters Score -3024318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3024327.250000 Penalty: 3321.397461
	Iteration 125Q: 3 clusters Score -3024327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3024323.500000 Penalty: 3321.397461
	Iteration 126Q: 3 clusters Score -3024324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3024326.250000 Penalty: 3321.397461
	Iteration 127Q: 3 clusters Score -3024326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3024328.750000 Penalty: 3321.397461
	Iteration 128Q: 3 clusters Score -3024329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3024341.250000 Penalty: 3321.397461
	Iteration 129Q: 3 clusters Score -3024341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3024346.500000 Penalty: 3321.397461
	Iteration 130Q: 3 clusters Score -3024346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3024347.750000 Penalty: 3321.397461
	Iteration 131Q: 3 clusters Score -3024348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3024354.000000 Penalty: 3321.397461
	Iteration 132Q: 3 clusters Score -3024354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3024357.000000 Penalty: 3321.397461
	Iteration 133Q: 3 clusters Score -3024357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3024366.500000 Penalty: 3321.397461
	Iteration 134Q: 3 clusters Score -3024366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3024365.750000 Penalty: 3321.397461
	Iteration 135Q: 3 clusters Score -3024366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3024373.250000 Penalty: 3321.397461
	Iteration 136Q: 3 clusters Score -3024373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3024369.500000 Penalty: 3321.397461
	Iteration 137Q: 3 clusters Score -3024370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3024372.750000 Penalty: 3321.397461
	Iteration 138Q: 3 clusters Score -3024373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3024376.750000 Penalty: 3321.397461
	Iteration 139Q: 3 clusters Score -3024377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3024375.500000 Penalty: 3321.397461
	Iteration 140F: 3 clusters Score -3024376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3024378.250000 Penalty: 3321.397461
	Iteration 141Q: 3 clusters Score -3024378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3024378.250000 Penalty: 3321.397461
	Iteration 142Q: 3 clusters Score -3024378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3024378.000000 Penalty: 3321.397461
	Iteration 143Q: 3 clusters Score -3024378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3024378.750000 Penalty: 3321.397461
	Iteration 144Q: 3 clusters Score -3024379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3024378.750000 Penalty: 3321.397461
	Iteration 145F: 3 clusters Score -3024379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Entering Unmasked Estep 
Score: -4393951.000000 Penalty: 1728.899780
	Iteration 0F: 2 clusters Score -4393951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4366132.500000 Penalty: 3457.799561
	Iteration 0F: 3 clusters Score -4366132 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4376873.000000 Penalty: 3457.799561
	Iteration 1F: 3 clusters Score -4376873 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4377301.000000 Penalty: 3457.799561
	Iteration 2Q: 3 clusters Score -4377301 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4377807.000000 Penalty: 3457.799561
	Iteration 3Q: 3 clusters Score -4377807 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4378394.000000 Penalty: 3457.799561
	Iteration 4Q: 3 clusters Score -4378394 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4379221.500000 Penalty: 3457.799561
	Iteration 5Q: 3 clusters Score -4379222 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4380468.500000 Penalty: 3457.799561
	Iteration 6F: 3 clusters Score -4380468 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4382054.000000 Penalty: 3457.799561
	Iteration 7F: 3 clusters Score -4382054 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4384033.500000 Penalty: 3457.799561
	Iteration 8F: 3 clusters Score -4384034 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4386176.000000 Penalty: 3457.799561
	Iteration 9F: 3 clusters Score -4386176 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4388040.000000 Penalty: 3457.799561
	Iteration 10F: 3 clusters Score -4388040 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4389507.000000 Penalty: 3457.799561
	Iteration 11Q: 3 clusters Score -4389507 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4390577.000000 Penalty: 3457.799561
	Iteration 12Q: 3 clusters Score -4390577 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -4391390.500000 Penalty: 3457.799561
	Iteration 13Q: 3 clusters Score -4391390 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4391959.000000 Penalty: 3457.799561
	Iteration 14Q: 3 clusters Score -4391959 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -4392348.000000 Penalty: 3457.799561
	Iteration 15Q: 3 clusters Score -4392348 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -4392515.500000 Penalty: 3457.799561
	Iteration 16Q: 3 clusters Score -4392516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -4392655.500000 Penalty: 3457.799561
	Iteration 17Q: 3 clusters Score -4392656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -4392745.500000 Penalty: 3457.799561
	Iteration 18Q: 3 clusters Score -4392746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -4392793.000000 Penalty: 3457.799561
	Iteration 19Q: 3 clusters Score -4392793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -4392829.500000 Penalty: 3457.799561
	Iteration 20F: 3 clusters Score -4392830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -4392847.500000 Penalty: 3457.799561
	Iteration 21Q: 3 clusters Score -4392848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -4392875.000000 Penalty: 3457.799561
	Iteration 22Q: 3 clusters Score -4392875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4392891.000000 Penalty: 3457.799561
	Iteration 23Q: 3 clusters Score -4392891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4392897.000000 Penalty: 3457.799561
	Iteration 24Q: 3 clusters Score -4392897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4392904.500000 Penalty: 3457.799561
	Iteration 25Q: 3 clusters Score -4392904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4392911.000000 Penalty: 3457.799561
	Iteration 26Q: 3 clusters Score -4392911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -4392923.500000 Penalty: 3457.799561
	Iteration 27Q: 3 clusters Score -4392924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4392929.000000 Penalty: 3457.799561
	Iteration 28Q: 3 clusters Score -4392929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -4392936.000000 Penalty: 3457.799561
	Iteration 29Q: 3 clusters Score -4392936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4392937.500000 Penalty: 3457.799561
	Iteration 30Q: 3 clusters Score -4392938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4392946.500000 Penalty: 3457.799561
	Iteration 31Q: 3 clusters Score -4392946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4392950.500000 Penalty: 3457.799561
	Iteration 32Q: 3 clusters Score -4392950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4392957.000000 Penalty: 3457.799561
	Iteration 33Q: 3 clusters Score -4392957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4392957.500000 Penalty: 3457.799561
	Iteration 34Q: 3 clusters Score -4392958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4392957.500000 Penalty: 3457.799561
	Iteration 35F: 3 clusters Score -4392958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122154 members 
Entering Unmasked Estep 
Score: -13409832.000000 Penalty: 1903.368652
	Iteration 0F: 2 clusters Score -1.340983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -13328012.000000 Penalty: 3806.737305
	Iteration 0F: 3 clusters Score -1.332801e+07 nChanged 58495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -13362174.000000 Penalty: 3806.737305
	Iteration 1F: 3 clusters Score -1.336217e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -13362939.000000 Penalty: 3806.737305
	Iteration 2Q: 3 clusters Score -1.336294e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -13364106.000000 Penalty: 3806.737305
	Iteration 3Q: 3 clusters Score -1.336411e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -13365823.000000 Penalty: 3806.737305
	Iteration 4Q: 3 clusters Score -1.336582e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -13368292.000000 Penalty: 3806.737305
	Iteration 5Q: 3 clusters Score -1.336829e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -13371360.000000 Penalty: 3806.737305
	Iteration 6Q: 3 clusters Score -1.337136e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -13375565.000000 Penalty: 3806.737305
	Iteration 7F: 3 clusters Score -1.337556e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -13380525.000000 Penalty: 3806.737305
	Iteration 8F: 3 clusters Score -1.338052e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -13385044.000000 Penalty: 3806.737305
	Iteration 9F: 3 clusters Score -1.338504e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -13387907.000000 Penalty: 3806.737305
	Iteration 10Q: 3 clusters Score -1.338791e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -13389065.000000 Penalty: 3806.737305
	Iteration 11Q: 3 clusters Score -1.338906e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -13389705.000000 Penalty: 3806.737305
	Iteration 12Q: 3 clusters Score -1.33897e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -13390161.000000 Penalty: 3806.737305
	Iteration 13Q: 3 clusters Score -1.339016e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -13390518.000000 Penalty: 3806.737305
	Iteration 14Q: 3 clusters Score -1.339052e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -13390808.000000 Penalty: 3806.737305
	Iteration 15Q: 3 clusters Score -1.339081e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -13391231.000000 Penalty: 3806.737305
	Iteration 16Q: 3 clusters Score -1.339123e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -13391758.000000 Penalty: 3806.737305
	Iteration 17Q: 3 clusters Score -1.339176e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -13392394.000000 Penalty: 3806.737305
	Iteration 18Q: 3 clusters Score -1.339239e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -13393061.000000 Penalty: 3806.737305
	Iteration 19Q: 3 clusters Score -1.339306e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -13393774.000000 Penalty: 3806.737305
	Iteration 20F: 3 clusters Score -1.339377e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -13394497.000000 Penalty: 3806.737305
	Iteration 21Q: 3 clusters Score -1.33945e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -13395349.000000 Penalty: 3806.737305
	Iteration 22Q: 3 clusters Score -1.339535e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -13396214.000000 Penalty: 3806.737305
	Iteration 23Q: 3 clusters Score -1.339621e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -13397172.000000 Penalty: 3806.737305
	Iteration 24Q: 3 clusters Score -1.339717e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -13398210.000000 Penalty: 3806.737305
	Iteration 25Q: 3 clusters Score -1.339821e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -13399410.000000 Penalty: 3806.737305
	Iteration 26Q: 3 clusters Score -1.339941e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -13400633.000000 Penalty: 3806.737305
	Iteration 27Q: 3 clusters Score -1.340063e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -13401801.000000 Penalty: 3806.737305
	Iteration 28Q: 3 clusters Score -1.34018e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -13402727.000000 Penalty: 3806.737305
	Iteration 29Q: 3 clusters Score -1.340273e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -13403566.000000 Penalty: 3806.737305
	Iteration 30Q: 3 clusters Score -1.340357e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -13404283.000000 Penalty: 3806.737305
	Iteration 31Q: 3 clusters Score -1.340428e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -13405013.000000 Penalty: 3806.737305
	Iteration 32Q: 3 clusters Score -1.340501e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -13405486.000000 Penalty: 3806.737305
	Iteration 33Q: 3 clusters Score -1.340549e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -13405975.000000 Penalty: 3806.737305
	Iteration 34Q: 3 clusters Score -1.340598e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -13406356.000000 Penalty: 3806.737305
	Iteration 35Q: 3 clusters Score -1.340636e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -13406683.000000 Penalty: 3806.737305
	Iteration 36Q: 3 clusters Score -1.340668e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -13406927.000000 Penalty: 3806.737305
	Iteration 37Q: 3 clusters Score -1.340693e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -13407136.000000 Penalty: 3806.737305
	Iteration 38Q: 3 clusters Score -1.340714e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -13407303.000000 Penalty: 3806.737305
	Iteration 39Q: 3 clusters Score -1.34073e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -13407532.000000 Penalty: 3806.737305
	Iteration 40F: 3 clusters Score -1.340753e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110497 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -13407708.000000 Penalty: 3806.737305
	Iteration 41Q: 3 clusters Score -1.340771e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -13407787.000000 Penalty: 3806.737305
	Iteration 42Q: 3 clusters Score -1.340779e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111466 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -13407921.000000 Penalty: 3806.737305
	Iteration 43Q: 3 clusters Score -1.340792e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -13408056.000000 Penalty: 3806.737305
	Iteration 44Q: 3 clusters Score -1.340806e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -13408132.000000 Penalty: 3806.737305
	Iteration 45Q: 3 clusters Score -1.340813e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -13408191.000000 Penalty: 3806.737305
	Iteration 46Q: 3 clusters Score -1.340819e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -13408202.000000 Penalty: 3806.737305
	Iteration 47Q: 3 clusters Score -1.34082e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -13408241.000000 Penalty: 3806.737305
	Iteration 48Q: 3 clusters Score -1.340824e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -13408331.000000 Penalty: 3806.737305
	Iteration 49Q: 3 clusters Score -1.340833e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113511 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -13408396.000000 Penalty: 3806.737305
	Iteration 50Q: 3 clusters Score -1.34084e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -13408412.000000 Penalty: 3806.737305
	Iteration 51Q: 3 clusters Score -1.340841e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -13408455.000000 Penalty: 3806.737305
	Iteration 52Q: 3 clusters Score -1.340846e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -13408457.000000 Penalty: 3806.737305
	Iteration 53Q: 3 clusters Score -1.340846e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114321 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -13408449.000000 Penalty: 3806.737305
	Iteration 54Q: 3 clusters Score -1.340845e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -13408510.000000 Penalty: 3806.737305
	Iteration 55Q: 3 clusters Score -1.340851e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -13408513.000000 Penalty: 3806.737305
	Iteration 56Q: 3 clusters Score -1.340851e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -13408550.000000 Penalty: 3806.737305
	Iteration 57Q: 3 clusters Score -1.340855e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -13408605.000000 Penalty: 3806.737305
	Iteration 58Q: 3 clusters Score -1.34086e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -13408618.000000 Penalty: 3806.737305
	Iteration 59Q: 3 clusters Score -1.340862e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -13408647.000000 Penalty: 3806.737305
	Iteration 60F: 3 clusters Score -1.340865e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -13408691.000000 Penalty: 3806.737305
	Iteration 61Q: 3 clusters Score -1.340869e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -13408681.000000 Penalty: 3806.737305
	Iteration 62Q: 3 clusters Score -1.340868e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -13408718.000000 Penalty: 3806.737305
	Iteration 63Q: 3 clusters Score -1.340872e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -13408735.000000 Penalty: 3806.737305
	Iteration 64Q: 3 clusters Score -1.340874e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -13408742.000000 Penalty: 3806.737305
	Iteration 65Q: 3 clusters Score -1.340874e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115805 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -13408724.000000 Penalty: 3806.737305
	Iteration 66Q: 3 clusters Score -1.340872e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -13408715.000000 Penalty: 3806.737305
	Iteration 67Q: 3 clusters Score -1.340872e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115989 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -13408707.000000 Penalty: 3806.737305
	Iteration 68Q: 3 clusters Score -1.340871e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -13408719.000000 Penalty: 3806.737305
	Iteration 69Q: 3 clusters Score -1.340872e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -13408697.000000 Penalty: 3806.737305
	Iteration 70Q: 3 clusters Score -1.34087e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -13408710.000000 Penalty: 3806.737305
	Iteration 71Q: 3 clusters Score -1.340871e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -13408695.000000 Penalty: 3806.737305
	Iteration 72Q: 3 clusters Score -1.34087e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -13408676.000000 Penalty: 3806.737305
	Iteration 73Q: 3 clusters Score -1.340868e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -13408660.000000 Penalty: 3806.737305
	Iteration 74Q: 3 clusters Score -1.340866e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -13408684.000000 Penalty: 3806.737305
	Iteration 75Q: 3 clusters Score -1.340868e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -13408689.000000 Penalty: 3806.737305
	Iteration 76Q: 3 clusters Score -1.340869e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -13408710.000000 Penalty: 3806.737305
	Iteration 77Q: 3 clusters Score -1.340871e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -13408738.000000 Penalty: 3806.737305
	Iteration 78Q: 3 clusters Score -1.340874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -13408754.000000 Penalty: 3806.737305
	Iteration 79Q: 3 clusters Score -1.340875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116702 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -13408742.000000 Penalty: 3806.737305
	Iteration 80F: 3 clusters Score -1.340874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -13408749.000000 Penalty: 3806.737305
	Iteration 81Q: 3 clusters Score -1.340875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -13408743.000000 Penalty: 3806.737305
	Iteration 82Q: 3 clusters Score -1.340874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -13408725.000000 Penalty: 3806.737305
	Iteration 83Q: 3 clusters Score -1.340872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -13408735.000000 Penalty: 3806.737305
	Iteration 84Q: 3 clusters Score -1.340874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -13408766.000000 Penalty: 3806.737305
	Iteration 85Q: 3 clusters Score -1.340877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116924 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -13408791.000000 Penalty: 3806.737305
	Iteration 86Q: 3 clusters Score -1.340879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116956 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -13408797.000000 Penalty: 3806.737305
	Iteration 87Q: 3 clusters Score -1.34088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -13408801.000000 Penalty: 3806.737305
	Iteration 88Q: 3 clusters Score -1.34088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -13408806.000000 Penalty: 3806.737305
	Iteration 89Q: 3 clusters Score -1.340881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -13408806.000000 Penalty: 3806.737305
	Iteration 90Q: 3 clusters Score -1.340881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -13408817.000000 Penalty: 3806.737305
	Iteration 91Q: 3 clusters Score -1.340882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -13408800.000000 Penalty: 3806.737305
	Iteration 92Q: 3 clusters Score -1.34088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -13408801.000000 Penalty: 3806.737305
	Iteration 93Q: 3 clusters Score -1.34088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -13408806.000000 Penalty: 3806.737305
	Iteration 94Q: 3 clusters Score -1.340881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117140 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -13408813.000000 Penalty: 3806.737305
	Iteration 95Q: 3 clusters Score -1.340881e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117163 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -13408824.000000 Penalty: 3806.737305
	Iteration 96Q: 3 clusters Score -1.340882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -13408818.000000 Penalty: 3806.737305
	Iteration 97Q: 3 clusters Score -1.340882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -13408812.000000 Penalty: 3806.737305
	Iteration 98Q: 3 clusters Score -1.340881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -13408824.000000 Penalty: 3806.737305
	Iteration 99Q: 3 clusters Score -1.340882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -13408828.000000 Penalty: 3806.737305
	Iteration 100F: 3 clusters Score -1.340883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117245 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -13408822.000000 Penalty: 3806.737305
	Iteration 101Q: 3 clusters Score -1.340882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -13408818.000000 Penalty: 3806.737305
	Iteration 102Q: 3 clusters Score -1.340882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -13408815.000000 Penalty: 3806.737305
	Iteration 103Q: 3 clusters Score -1.340882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -13408828.000000 Penalty: 3806.737305
	Iteration 104Q: 3 clusters Score -1.340883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -13408840.000000 Penalty: 3806.737305
	Iteration 105Q: 3 clusters Score -1.340884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -13408853.000000 Penalty: 3806.737305
	Iteration 106Q: 3 clusters Score -1.340885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -13408861.000000 Penalty: 3806.737305
	Iteration 107Q: 3 clusters Score -1.340886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -13408851.000000 Penalty: 3806.737305
	Iteration 108Q: 3 clusters Score -1.340885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -13408850.000000 Penalty: 3806.737305
	Iteration 109Q: 3 clusters Score -1.340885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -13408849.000000 Penalty: 3806.737305
	Iteration 110Q: 3 clusters Score -1.340885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -13408850.000000 Penalty: 3806.737305
	Iteration 111Q: 3 clusters Score -1.340885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117301 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -13408840.000000 Penalty: 3806.737305
	Iteration 112Q: 3 clusters Score -1.340884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117305 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -13408850.000000 Penalty: 3806.737305
	Iteration 113Q: 3 clusters Score -1.340885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -13408846.000000 Penalty: 3806.737305
	Iteration 114Q: 3 clusters Score -1.340885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117318 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -13408845.000000 Penalty: 3806.737305
	Iteration 115Q: 3 clusters Score -1.340884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -13408847.000000 Penalty: 3806.737305
	Iteration 116Q: 3 clusters Score -1.340885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -13408837.000000 Penalty: 3806.737305
	Iteration 117Q: 3 clusters Score -1.340884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13408827.000000 Penalty: 3806.737305
	Iteration 118Q: 3 clusters Score -1.340883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -13408830.000000 Penalty: 3806.737305
	Iteration 119Q: 3 clusters Score -1.340883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -13408838.000000 Penalty: 3806.737305
	Iteration 120F: 3 clusters Score -1.340884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -13408835.000000 Penalty: 3806.737305
	Iteration 121Q: 3 clusters Score -1.340884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -13408835.000000 Penalty: 3806.737305
	Iteration 122F: 3 clusters Score -1.340884e+07 nChanged 0
--- Evaluating fit on full set of 2785050 points ---
Entering Unmasked Estep 
Score: -295986720.000000 Penalty: 45817.808594
23->20 Clusters: Score -295986720.000000, best is -296268480.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 928350 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 40231 members 
Mstep: Class 3 contains 40205 members 
Mstep: Class 4 contains 40705 members 
Mstep: Class 5 contains 40546 members 
Mstep: Class 6 contains 40530 members 
Mstep: Class 7 contains 40526 members 
Mstep: Class 8 contains 40187 members 
Mstep: Class 9 contains 40181 members 
Mstep: Class 10 contains 40216 members 
Mstep: Class 11 contains 40489 members 
Mstep: Class 12 contains 39907 members 
Mstep: Class 13 contains 40477 members 
Mstep: Class 14 contains 40348 members 
Mstep: Class 15 contains 40476 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 40039 members 
Mstep: Class 18 contains 40333 members 
Mstep: Class 19 contains 40381 members 
Mstep: Class 20 contains 40473 members 
Mstep: Class 21 contains 40387 members 
Mstep: Class 22 contains 40720 members 
Mstep: Class 23 contains 40283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 475.066589 but Gain 2232.941406
Score: -95333816.000000 Penalty: 49124.660156
Iteration 0F: 23 clusters Score -9.533382e+07 nChanged 884241
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 35558 members 
Mstep: Class 3 contains 48682 members 
Mstep: Class 4 contains 24202 members 
Mstep: Class 5 contains 25676 members 
Mstep: Class 6 contains 35854 members 
Mstep: Class 7 contains 32156 members 
Mstep: Class 8 contains 15139 members 
Mstep: Class 9 contains 16785 members 
Mstep: Class 10 contains 41928 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 60988 members 
Mstep: Class 13 contains 93434 members 
Mstep: Class 14 contains 20689 members 
Mstep: Class 15 contains 84542 members 
Mstep: Class 16 contains 29925 members 
Mstep: Class 17 contains 15228 members 
Mstep: Class 19 contains 52516 members 
Mstep: Class 20 contains 105925 members 
Mstep: Class 21 contains 34840 members 
Mstep: Class 22 contains 48774 members 
Mstep: Class 23 contains 33944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97446528.000000 Penalty: 49124.660156
Iteration 1F: 23 clusters Score -9.744653e+07 nChanged 327218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 34434 members 
Mstep: Class 3 contains 41838 members 
Mstep: Class 4 contains 15006 members 
Mstep: Class 5 contains 20290 members 
Mstep: Class 6 contains 38021 members 
Mstep: Class 7 contains 32447 members 
Mstep: Class 8 contains 8597 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 51676 members 
Mstep: Class 11 contains 20649 members 
Mstep: Class 12 contains 59943 members 
Mstep: Class 13 contains 111239 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 78114 members 
Mstep: Class 16 contains 27881 members 
Mstep: Class 17 contains 8246 members 
Mstep: Class 19 contains 56438 members 
Mstep: Class 20 contains 128620 members 
Mstep: Class 21 contains 35294 members 
Mstep: Class 22 contains 57123 members 
Mstep: Class 23 contains 32409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941464.000000 Penalty: 49124.660156
Iteration 2F: 23 clusters Score -9.794146e+07 nChanged 242668
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 24755 members 
Mstep: Class 3 contains 36639 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 14668 members 
Mstep: Class 6 contains 36075 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 10 contains 52649 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 72332 members 
Mstep: Class 13 contains 135252 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 79438 members 
Mstep: Class 16 contains 21778 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 19 contains 48261 members 
Mstep: Class 20 contains 152160 members 
Mstep: Class 21 contains 32494 members 
Mstep: Class 22 contains 65004 members 
Mstep: Class 23 contains 26663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1815.514526 but Gain 2232.937500
Score: -98233216.000000 Penalty: 46891.722656
Iteration 3F: 22 clusters Score -9.823322e+07 nChanged 185263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 15433 members 
Mstep: Class 3 contains 33727 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 9511 members 
Mstep: Class 6 contains 30514 members 
Mstep: Class 7 contains 30407 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 50945 members 
Mstep: Class 11 contains 14940 members 
Mstep: Class 12 contains 84500 members 
Mstep: Class 13 contains 160387 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 81073 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 19 contains 36725 members 
Mstep: Class 20 contains 174283 members 
Mstep: Class 21 contains 28361 members 
Mstep: Class 22 contains 77285 members 
Mstep: Class 23 contains 19866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1422.739380 but Gain 2232.937500
Score: -98401936.000000 Penalty: 44658.785156
Iteration 4F: 21 clusters Score -9.840194e+07 nChanged 142621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 32595 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 22246 members 
Mstep: Class 7 contains 26352 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 10 contains 49227 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 94634 members 
Mstep: Class 13 contains 182638 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 79782 members 
Mstep: Class 16 contains 10086 members 
Mstep: Class 19 contains 26063 members 
Mstep: Class 20 contains 193203 members 
Mstep: Class 21 contains 22760 members 
Mstep: Class 22 contains 90684 members 
Mstep: Class 23 contains 14722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1106.968628 but Gain 2232.941406
Score: -98509608.000000 Penalty: 42425.843750
Iteration 5F: 20 clusters Score -9.850961e+07 nChanged 114923
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 32488 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 3464 members 
Mstep: Class 6 contains 14019 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 10 contains 48354 members 
Mstep: Class 11 contains 8724 members 
Mstep: Class 12 contains 104516 members 
Mstep: Class 13 contains 199397 members 
Mstep: Class 15 contains 76144 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 19 contains 17823 members 
Mstep: Class 20 contains 204345 members 
Mstep: Class 21 contains 16885 members 
Mstep: Class 22 contains 102732 members 
Mstep: Class 23 contains 11920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1255.403687 but Gain 2232.937500
Score: -98584392.000000 Penalty: 40192.906250
Iteration 6F: 19 clusters Score -9.858439e+07 nChanged 89230
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 7941 members 
Mstep: Class 7 contains 18769 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 10 contains 48540 members 
Mstep: Class 11 contains 6767 members 
Mstep: Class 12 contains 114548 members 
Mstep: Class 13 contains 208647 members 
Mstep: Class 15 contains 71507 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 19 contains 12051 members 
Mstep: Class 20 contains 208184 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 110571 members 
Mstep: Class 23 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1084.956909 but Gain 2232.941406
Score: -98636200.000000 Penalty: 37959.964844
Iteration 7F: 18 clusters Score -9.86362e+07 nChanged 68585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 3367 members 
Mstep: Class 3 contains 33384 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 7 contains 16873 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 49483 members 
Mstep: Class 11 contains 6045 members 
Mstep: Class 12 contains 124886 members 
Mstep: Class 13 contains 209911 members 
Mstep: Class 15 contains 67426 members 
Mstep: Class 19 contains 7963 members 
Mstep: Class 20 contains 207373 members 
Mstep: Class 21 contains 9726 members 
Mstep: Class 22 contains 114673 members 
Mstep: Class 23 contains 11032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1471.892700 but Gain 2232.937500
Score: -98674856.000000 Penalty: 35727.027344
Iteration 8F: 17 clusters Score -9.867486e+07 nChanged 53429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 34287 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 16111 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 10 contains 50944 members 
Mstep: Class 11 contains 6210 members 
Mstep: Class 12 contains 135573 members 
Mstep: Class 13 contains 206362 members 
Mstep: Class 15 contains 64442 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 203608 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 114727 members 
Mstep: Class 23 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98701664.000000 Penalty: 35727.027344
Iteration 9F: 17 clusters Score -9.870166e+07 nChanged 42552
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 35414 members 
Mstep: Class 6 contains 2449 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 10 contains 52959 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 145717 members 
Mstep: Class 13 contains 200111 members 
Mstep: Class 15 contains 62249 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 197331 members 
Mstep: Class 21 contains 9665 members 
Mstep: Class 22 contains 114251 members 
Mstep: Class 23 contains 12079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2188.719482 but Gain 2232.941406
Score: -98719880.000000 Penalty: 33494.085938
Iteration 10Q: 16 clusters Score -9.871988e+07 nChanged 38173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 36700 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 15934 members 
Mstep: Class 8 contains 3084 members 
Mstep: Class 10 contains 55245 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 156971 members 
Mstep: Class 13 contains 193153 members 
Mstep: Class 15 contains 59561 members 
Mstep: Class 20 contains 190329 members 
Mstep: Class 21 contains 10524 members 
Mstep: Class 22 contains 113870 members 
Mstep: Class 23 contains 12669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98737232.000000 Penalty: 33494.085938
Iteration 11Q: 16 clusters Score -9.873723e+07 nChanged 32536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 38088 members 
Mstep: Class 6 contains 2319 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3156 members 
Mstep: Class 10 contains 57535 members 
Mstep: Class 11 contains 7671 members 
Mstep: Class 12 contains 168798 members 
Mstep: Class 13 contains 185052 members 
Mstep: Class 15 contains 56248 members 
Mstep: Class 20 contains 182179 members 
Mstep: Class 21 contains 11574 members 
Mstep: Class 22 contains 113566 members 
Mstep: Class 23 contains 13182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98746288.000000 Penalty: 33494.085938
Iteration 12Q: 16 clusters Score -9.874629e+07 nChanged 30517
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 39529 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 16605 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 10 contains 59928 members 
Mstep: Class 11 contains 8186 members 
Mstep: Class 12 contains 180563 members 
Mstep: Class 13 contains 177609 members 
Mstep: Class 15 contains 52359 members 
Mstep: Class 20 contains 173925 members 
Mstep: Class 21 contains 12739 members 
Mstep: Class 22 contains 113482 members 
Mstep: Class 23 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98753752.000000 Penalty: 33494.085938
Iteration 13Q: 16 clusters Score -9.875375e+07 nChanged 28048
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 40977 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 17073 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 10 contains 62245 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 191167 members 
Mstep: Class 13 contains 170871 members 
Mstep: Class 15 contains 48253 members 
Mstep: Class 20 contains 166496 members 
Mstep: Class 21 contains 13873 members 
Mstep: Class 22 contains 113642 members 
Mstep: Class 23 contains 13981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98758600.000000 Penalty: 33494.085938
Iteration 14Q: 16 clusters Score -9.87586e+07 nChanged 25233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 3197 members 
Mstep: Class 3 contains 42272 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 10 contains 64508 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 199811 members 
Mstep: Class 13 contains 165262 members 
Mstep: Class 15 contains 44465 members 
Mstep: Class 20 contains 159987 members 
Mstep: Class 21 contains 14966 members 
Mstep: Class 22 contains 113998 members 
Mstep: Class 23 contains 14292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98761184.000000 Penalty: 33494.085938
Iteration 15Q: 16 clusters Score -9.876118e+07 nChanged 22616
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 43419 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 17805 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 10 contains 66804 members 
Mstep: Class 11 contains 9744 members 
Mstep: Class 12 contains 206277 members 
Mstep: Class 13 contains 160908 members 
Mstep: Class 15 contains 41147 members 
Mstep: Class 20 contains 154317 members 
Mstep: Class 21 contains 16014 members 
Mstep: Class 22 contains 114455 members 
Mstep: Class 23 contains 14419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98763424.000000 Penalty: 33494.085938
Iteration 16Q: 16 clusters Score -9.876342e+07 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 44424 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 3176 members 
Mstep: Class 10 contains 69153 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 210823 members 
Mstep: Class 13 contains 157521 members 
Mstep: Class 15 contains 38371 members 
Mstep: Class 20 contains 149336 members 
Mstep: Class 21 contains 17003 members 
Mstep: Class 22 contains 115014 members 
Mstep: Class 23 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98765808.000000 Penalty: 33494.085938
Iteration 17Q: 16 clusters Score -9.876581e+07 nChanged 17708
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 45290 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 10 contains 71488 members 
Mstep: Class 11 contains 10586 members 
Mstep: Class 12 contains 213654 members 
Mstep: Class 13 contains 154735 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 20 contains 145396 members 
Mstep: Class 21 contains 17906 members 
Mstep: Class 22 contains 115613 members 
Mstep: Class 23 contains 14459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98768640.000000 Penalty: 33494.085938
Iteration 18Q: 16 clusters Score -9.876864e+07 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 46067 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 18346 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 10 contains 73728 members 
Mstep: Class 11 contains 10915 members 
Mstep: Class 12 contains 214818 members 
Mstep: Class 13 contains 152686 members 
Mstep: Class 15 contains 34386 members 
Mstep: Class 20 contains 142463 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 22 contains 116167 members 
Mstep: Class 23 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98771168.000000 Penalty: 33494.085938
Iteration 19Q: 16 clusters Score -9.877117e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 46781 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 10 contains 75927 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 214967 members 
Mstep: Class 13 contains 151242 members 
Mstep: Class 15 contains 32851 members 
Mstep: Class 20 contains 140142 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 116723 members 
Mstep: Class 23 contains 14129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98774152.000000 Penalty: 33494.085938
Iteration 20F: 16 clusters Score -9.877415e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 47362 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 18231 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 10 contains 78177 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 214881 members 
Mstep: Class 13 contains 150060 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 20 contains 137817 members 
Mstep: Class 21 contains 20000 members 
Mstep: Class 22 contains 117174 members 
Mstep: Class 23 contains 13869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98777016.000000 Penalty: 33494.085938
Iteration 21Q: 16 clusters Score -9.877702e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 47888 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 18114 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 10 contains 80412 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 214162 members 
Mstep: Class 13 contains 149288 members 
Mstep: Class 15 contains 30578 members 
Mstep: Class 20 contains 135828 members 
Mstep: Class 21 contains 20537 members 
Mstep: Class 22 contains 117610 members 
Mstep: Class 23 contains 13548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98779256.000000 Penalty: 33494.085938
Iteration 22Q: 16 clusters Score -9.877926e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 48333 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 18028 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 10 contains 82682 members 
Mstep: Class 11 contains 11726 members 
Mstep: Class 12 contains 212854 members 
Mstep: Class 13 contains 148735 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 20 contains 134186 members 
Mstep: Class 21 contains 20926 members 
Mstep: Class 22 contains 118001 members 
Mstep: Class 23 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98781880.000000 Penalty: 33494.085938
Iteration 23Q: 16 clusters Score -9.878188e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 48744 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 17955 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 10 contains 84937 members 
Mstep: Class 11 contains 11844 members 
Mstep: Class 12 contains 211210 members 
Mstep: Class 13 contains 148509 members 
Mstep: Class 15 contains 29149 members 
Mstep: Class 20 contains 132722 members 
Mstep: Class 21 contains 21262 members 
Mstep: Class 22 contains 118335 members 
Mstep: Class 23 contains 12639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98784504.000000 Penalty: 33494.085938
Iteration 24Q: 16 clusters Score -9.87845e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 49126 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 17927 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 10 contains 87194 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 209506 members 
Mstep: Class 13 contains 148367 members 
Mstep: Class 15 contains 28610 members 
Mstep: Class 20 contains 131320 members 
Mstep: Class 21 contains 21568 members 
Mstep: Class 22 contains 118642 members 
Mstep: Class 23 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98786600.000000 Penalty: 33494.085938
Iteration 25Q: 16 clusters Score -9.87866e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 49406 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 17984 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 10 contains 89514 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 12 contains 207723 members 
Mstep: Class 13 contains 148328 members 
Mstep: Class 15 contains 28273 members 
Mstep: Class 20 contains 129859 members 
Mstep: Class 21 contains 21818 members 
Mstep: Class 22 contains 118907 members 
Mstep: Class 23 contains 11405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98788600.000000 Penalty: 33494.085938
Iteration 26Q: 16 clusters Score -9.87886e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 49649 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 18074 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 10 contains 91700 members 
Mstep: Class 11 contains 12100 members 
Mstep: Class 12 contains 205901 members 
Mstep: Class 13 contains 148471 members 
Mstep: Class 15 contains 28025 members 
Mstep: Class 20 contains 128441 members 
Mstep: Class 21 contains 22052 members 
Mstep: Class 22 contains 119122 members 
Mstep: Class 23 contains 10663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98791384.000000 Penalty: 33494.085938
Iteration 27Q: 16 clusters Score -9.879138e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 49856 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 18184 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 10 contains 93868 members 
Mstep: Class 11 contains 12152 members 
Mstep: Class 12 contains 204021 members 
Mstep: Class 13 contains 148710 members 
Mstep: Class 15 contains 27874 members 
Mstep: Class 20 contains 127050 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 119335 members 
Mstep: Class 23 contains 9921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98792968.000000 Penalty: 33494.085938
Iteration 28Q: 16 clusters Score -9.879297e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 50018 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 10 contains 96004 members 
Mstep: Class 11 contains 12203 members 
Mstep: Class 12 contains 202025 members 
Mstep: Class 13 contains 149147 members 
Mstep: Class 15 contains 27847 members 
Mstep: Class 20 contains 125532 members 
Mstep: Class 21 contains 22403 members 
Mstep: Class 22 contains 119542 members 
Mstep: Class 23 contains 9141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98796040.000000 Penalty: 33494.085938
Iteration 29Q: 16 clusters Score -9.879604e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 50116 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 18558 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 10 contains 98064 members 
Mstep: Class 11 contains 12231 members 
Mstep: Class 12 contains 200155 members 
Mstep: Class 13 contains 149642 members 
Mstep: Class 15 contains 27897 members 
Mstep: Class 20 contains 124031 members 
Mstep: Class 21 contains 22576 members 
Mstep: Class 22 contains 119722 members 
Mstep: Class 23 contains 8375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98799344.000000 Penalty: 33494.085938
Iteration 30Q: 16 clusters Score -9.879934e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 50161 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 10 contains 100055 members 
Mstep: Class 11 contains 12242 members 
Mstep: Class 12 contains 198446 members 
Mstep: Class 13 contains 150150 members 
Mstep: Class 15 contains 28004 members 
Mstep: Class 20 contains 122491 members 
Mstep: Class 21 contains 22749 members 
Mstep: Class 22 contains 119822 members 
Mstep: Class 23 contains 7617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98802624.000000 Penalty: 33494.085938
Iteration 31Q: 16 clusters Score -9.880262e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 50130 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 19468 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 10 contains 102012 members 
Mstep: Class 11 contains 12248 members 
Mstep: Class 12 contains 196796 members 
Mstep: Class 13 contains 150626 members 
Mstep: Class 15 contains 28273 members 
Mstep: Class 20 contains 120774 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 119926 members 
Mstep: Class 23 contains 6955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98804784.000000 Penalty: 33494.085938
Iteration 32Q: 16 clusters Score -9.880478e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 13184 members 
Mstep: Class 3 contains 50063 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 20065 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 10 contains 103847 members 
Mstep: Class 11 contains 12253 members 
Mstep: Class 12 contains 195190 members 
Mstep: Class 13 contains 151156 members 
Mstep: Class 15 contains 28638 members 
Mstep: Class 20 contains 119002 members 
Mstep: Class 21 contains 23098 members 
Mstep: Class 22 contains 120018 members 
Mstep: Class 23 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98807136.000000 Penalty: 33494.085938
Iteration 33Q: 16 clusters Score -9.880714e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 13396 members 
Mstep: Class 3 contains 49969 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 10 contains 105660 members 
Mstep: Class 11 contains 12257 members 
Mstep: Class 12 contains 193793 members 
Mstep: Class 13 contains 151638 members 
Mstep: Class 15 contains 29026 members 
Mstep: Class 20 contains 117134 members 
Mstep: Class 21 contains 23284 members 
Mstep: Class 22 contains 120098 members 
Mstep: Class 23 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98809008.000000 Penalty: 33494.085938
Iteration 34Q: 16 clusters Score -9.880901e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 13539 members 
Mstep: Class 3 contains 49831 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 21199 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 10 contains 107389 members 
Mstep: Class 11 contains 12277 members 
Mstep: Class 12 contains 192685 members 
Mstep: Class 13 contains 152055 members 
Mstep: Class 15 contains 29492 members 
Mstep: Class 20 contains 115077 members 
Mstep: Class 21 contains 23496 members 
Mstep: Class 22 contains 120164 members 
Mstep: Class 23 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98810496.000000 Penalty: 33494.085938
Iteration 35Q: 16 clusters Score -9.88105e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 13644 members 
Mstep: Class 3 contains 49688 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 21700 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 10 contains 109051 members 
Mstep: Class 11 contains 12290 members 
Mstep: Class 12 contains 191808 members 
Mstep: Class 13 contains 152459 members 
Mstep: Class 15 contains 29943 members 
Mstep: Class 20 contains 112964 members 
Mstep: Class 21 contains 23661 members 
Mstep: Class 22 contains 120210 members 
Mstep: Class 23 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98811816.000000 Penalty: 33494.085938
Iteration 36Q: 16 clusters Score -9.881182e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 49586 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 22147 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 10 contains 110734 members 
Mstep: Class 11 contains 12302 members 
Mstep: Class 12 contains 191188 members 
Mstep: Class 13 contains 152772 members 
Mstep: Class 15 contains 30350 members 
Mstep: Class 20 contains 110775 members 
Mstep: Class 21 contains 23781 members 
Mstep: Class 22 contains 120212 members 
Mstep: Class 23 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98813200.000000 Penalty: 33494.085938
Iteration 37Q: 16 clusters Score -9.88132e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 49461 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 22606 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 10 contains 112287 members 
Mstep: Class 11 contains 12322 members 
Mstep: Class 12 contains 190729 members 
Mstep: Class 13 contains 153013 members 
Mstep: Class 15 contains 30811 members 
Mstep: Class 20 contains 108587 members 
Mstep: Class 21 contains 23914 members 
Mstep: Class 22 contains 120198 members 
Mstep: Class 23 contains 4696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98814288.000000 Penalty: 33494.085938
Iteration 38Q: 16 clusters Score -9.881429e+07 nChanged 6675
Entering ConstructFrom: 
Score: -98814288.000000 Penalty: 33494.085938
Entering ConstructFrom: 
Trying to split cluster 1 (80962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Entering Unmasked Estep 
Score: -8884884.000000 Penalty: 1836.531982
	Iteration 0F: 2 clusters Score -8884884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -8830452.000000 Penalty: 3673.063965
	Iteration 0F: 3 clusters Score -8830452 nChanged 38585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -8853506.000000 Penalty: 3673.063965
	Iteration 1F: 3 clusters Score -8853506 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -8854717.000000 Penalty: 3673.063965
	Iteration 2Q: 3 clusters Score -8854717 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -8856500.000000 Penalty: 3673.063965
	Iteration 3Q: 3 clusters Score -8856500 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -8858664.000000 Penalty: 3673.063965
	Iteration 4F: 3 clusters Score -8858664 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -8861629.000000 Penalty: 3673.063965
	Iteration 5F: 3 clusters Score -8861629 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -8865762.000000 Penalty: 3673.063965
	Iteration 6F: 3 clusters Score -8865762 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -8870636.000000 Penalty: 3673.063965
	Iteration 7F: 3 clusters Score -8870636 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -8874462.000000 Penalty: 3673.063965
	Iteration 8F: 3 clusters Score -8874462 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8876208.000000 Penalty: 3673.063965
	Iteration 9Q: 3 clusters Score -8876208 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -8877009.000000 Penalty: 3673.063965
	Iteration 10Q: 3 clusters Score -8877009 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -8877577.000000 Penalty: 3673.063965
	Iteration 11Q: 3 clusters Score -8877577 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -8878058.000000 Penalty: 3673.063965
	Iteration 12Q: 3 clusters Score -8878058 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -8878461.000000 Penalty: 3673.063965
	Iteration 13Q: 3 clusters Score -8878461 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -8878872.000000 Penalty: 3673.063965
	Iteration 14Q: 3 clusters Score -8878872 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -8879261.000000 Penalty: 3673.063965
	Iteration 15Q: 3 clusters Score -8879261 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -8879649.000000 Penalty: 3673.063965
	Iteration 16Q: 3 clusters Score -8879649 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -8879982.000000 Penalty: 3673.063965
	Iteration 17Q: 3 clusters Score -8879982 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -8880299.000000 Penalty: 3673.063965
	Iteration 18Q: 3 clusters Score -8880299 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -8880622.000000 Penalty: 3673.063965
	Iteration 19Q: 3 clusters Score -8880622 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -8880858.000000 Penalty: 3673.063965
	Iteration 20F: 3 clusters Score -8880858 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -8881135.000000 Penalty: 3673.063965
	Iteration 21Q: 3 clusters Score -8881135 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -8881367.000000 Penalty: 3673.063965
	Iteration 22Q: 3 clusters Score -8881367 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -8881663.000000 Penalty: 3673.063965
	Iteration 23Q: 3 clusters Score -8881663 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -8881910.000000 Penalty: 3673.063965
	Iteration 24Q: 3 clusters Score -8881910 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8882162.000000 Penalty: 3673.063965
	Iteration 25Q: 3 clusters Score -8882162 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -8882400.000000 Penalty: 3673.063965
	Iteration 26Q: 3 clusters Score -8882400 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8882606.000000 Penalty: 3673.063965
	Iteration 27Q: 3 clusters Score -8882606 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -8882734.000000 Penalty: 3673.063965
	Iteration 28Q: 3 clusters Score -8882734 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -8882908.000000 Penalty: 3673.063965
	Iteration 29Q: 3 clusters Score -8882908 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8883039.000000 Penalty: 3673.063965
	Iteration 30Q: 3 clusters Score -8883039 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -8883177.000000 Penalty: 3673.063965
	Iteration 31Q: 3 clusters Score -8883177 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8883289.000000 Penalty: 3673.063965
	Iteration 32Q: 3 clusters Score -8883289 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8883381.000000 Penalty: 3673.063965
	Iteration 33Q: 3 clusters Score -8883381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8883426.000000 Penalty: 3673.063965
	Iteration 34Q: 3 clusters Score -8883426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8883450.000000 Penalty: 3673.063965
	Iteration 35Q: 3 clusters Score -8883450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8883522.000000 Penalty: 3673.063965
	Iteration 36Q: 3 clusters Score -8883522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8883553.000000 Penalty: 3673.063965
	Iteration 37Q: 3 clusters Score -8883553 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8883605.000000 Penalty: 3673.063965
	Iteration 38Q: 3 clusters Score -8883605 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8883681.000000 Penalty: 3673.063965
	Iteration 39Q: 3 clusters Score -8883681 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8883723.000000 Penalty: 3673.063965
	Iteration 40F: 3 clusters Score -8883723 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8883739.000000 Penalty: 3673.063965
	Iteration 41Q: 3 clusters Score -8883739 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8883773.000000 Penalty: 3673.063965
	Iteration 42Q: 3 clusters Score -8883773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8883781.000000 Penalty: 3673.063965
	Iteration 43Q: 3 clusters Score -8883781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8883816.000000 Penalty: 3673.063965
	Iteration 44Q: 3 clusters Score -8883816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8883832.000000 Penalty: 3673.063965
	Iteration 45Q: 3 clusters Score -8883832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8883837.000000 Penalty: 3673.063965
	Iteration 46Q: 3 clusters Score -8883837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8883848.000000 Penalty: 3673.063965
	Iteration 47Q: 3 clusters Score -8883848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8883855.000000 Penalty: 3673.063965
	Iteration 48Q: 3 clusters Score -8883855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8883859.000000 Penalty: 3673.063965
	Iteration 49Q: 3 clusters Score -8883859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8883882.000000 Penalty: 3673.063965
	Iteration 50Q: 3 clusters Score -8883882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8883890.000000 Penalty: 3673.063965
	Iteration 51Q: 3 clusters Score -8883890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8883888.000000 Penalty: 3673.063965
	Iteration 52Q: 3 clusters Score -8883888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8883905.000000 Penalty: 3673.063965
	Iteration 53Q: 3 clusters Score -8883905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8883900.000000 Penalty: 3673.063965
	Iteration 54Q: 3 clusters Score -8883900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8883926.000000 Penalty: 3673.063965
	Iteration 55Q: 3 clusters Score -8883926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8883928.000000 Penalty: 3673.063965
	Iteration 56Q: 3 clusters Score -8883928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8883929.000000 Penalty: 3673.063965
	Iteration 57Q: 3 clusters Score -8883929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8883939.000000 Penalty: 3673.063965
	Iteration 58Q: 3 clusters Score -8883939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8883938.000000 Penalty: 3673.063965
	Iteration 59Q: 3 clusters Score -8883938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8883944.000000 Penalty: 3673.063965
	Iteration 60F: 3 clusters Score -8883944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8883942.000000 Penalty: 3673.063965
	Iteration 61Q: 3 clusters Score -8883942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8883946.000000 Penalty: 3673.063965
	Iteration 62Q: 3 clusters Score -8883946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8883937.000000 Penalty: 3673.063965
	Iteration 63Q: 3 clusters Score -8883937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8883942.000000 Penalty: 3673.063965
	Iteration 64Q: 3 clusters Score -8883942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8883939.000000 Penalty: 3673.063965
	Iteration 65Q: 3 clusters Score -8883939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8883938.000000 Penalty: 3673.063965
	Iteration 66Q: 3 clusters Score -8883938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8883941.000000 Penalty: 3673.063965
	Iteration 67Q: 3 clusters Score -8883941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8883936.000000 Penalty: 3673.063965
	Iteration 68Q: 3 clusters Score -8883936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8883947.000000 Penalty: 3673.063965
	Iteration 69Q: 3 clusters Score -8883947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8883948.000000 Penalty: 3673.063965
	Iteration 70Q: 3 clusters Score -8883948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8883951.000000 Penalty: 3673.063965
	Iteration 71Q: 3 clusters Score -8883951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8883965.000000 Penalty: 3673.063965
	Iteration 72Q: 3 clusters Score -8883965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8883968.000000 Penalty: 3673.063965
	Iteration 73Q: 3 clusters Score -8883968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8883976.000000 Penalty: 3673.063965
	Iteration 74Q: 3 clusters Score -8883976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8883970.000000 Penalty: 3673.063965
	Iteration 75Q: 3 clusters Score -8883970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8883973.000000 Penalty: 3673.063965
	Iteration 76Q: 3 clusters Score -8883973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8883979.000000 Penalty: 3673.063965
	Iteration 77Q: 3 clusters Score -8883979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8883978.000000 Penalty: 3673.063965
	Iteration 78Q: 3 clusters Score -8883978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8883976.000000 Penalty: 3673.063965
	Iteration 79Q: 3 clusters Score -8883976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8883980.000000 Penalty: 3673.063965
	Iteration 80F: 3 clusters Score -8883980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -1546527.250000 Penalty: 1548.759644
	Iteration 0F: 2 clusters Score -1546527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1536941.750000 Penalty: 3097.519287
	Iteration 0F: 3 clusters Score -1536942 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1540135.750000 Penalty: 3097.519287
	Iteration 1F: 3 clusters Score -1540136 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1540395.125000 Penalty: 3097.519287
	Iteration 2F: 3 clusters Score -1540395 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1540629.375000 Penalty: 3097.519287
	Iteration 3Q: 3 clusters Score -1540629 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1540892.250000 Penalty: 3097.519287
	Iteration 4Q: 3 clusters Score -1540892 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1541201.750000 Penalty: 3097.519287
	Iteration 5Q: 3 clusters Score -1541202 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1541649.125000 Penalty: 3097.519287
	Iteration 6F: 3 clusters Score -1541649 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1542240.500000 Penalty: 3097.519287
	Iteration 7F: 3 clusters Score -1542240 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1542955.000000 Penalty: 3097.519287
	Iteration 8F: 3 clusters Score -1542955 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1543668.125000 Penalty: 3097.519287
	Iteration 9F: 3 clusters Score -1543668 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1544205.875000 Penalty: 3097.519287
	Iteration 10Q: 3 clusters Score -1544206 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1544623.125000 Penalty: 3097.519287
	Iteration 11Q: 3 clusters Score -1544623 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1544874.000000 Penalty: 3097.519287
	Iteration 12Q: 3 clusters Score -1544874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1544983.250000 Penalty: 3097.519287
	Iteration 13Q: 3 clusters Score -1544983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1545057.625000 Penalty: 3097.519287
	Iteration 14Q: 3 clusters Score -1545058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1545097.125000 Penalty: 3097.519287
	Iteration 15Q: 3 clusters Score -1545097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1545113.625000 Penalty: 3097.519287
	Iteration 16Q: 3 clusters Score -1545114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1545132.125000 Penalty: 3097.519287
	Iteration 17Q: 3 clusters Score -1545132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1545152.375000 Penalty: 3097.519287
	Iteration 18Q: 3 clusters Score -1545152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1545166.375000 Penalty: 3097.519287
	Iteration 19Q: 3 clusters Score -1545166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1545171.750000 Penalty: 3097.519287
	Iteration 20F: 3 clusters Score -1545172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1545173.250000 Penalty: 3097.519287
	Iteration 21Q: 3 clusters Score -1545173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1545177.250000 Penalty: 3097.519287
	Iteration 22Q: 3 clusters Score -1545177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1545179.125000 Penalty: 3097.519287
	Iteration 23Q: 3 clusters Score -1545179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1545181.125000 Penalty: 3097.519287
	Iteration 24Q: 3 clusters Score -1545181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1545181.125000 Penalty: 3097.519287
	Iteration 25F: 3 clusters Score -1545181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Entering Unmasked Estep 
Score: -5140910.000000 Penalty: 1756.140259
	Iteration 0F: 2 clusters Score -5140910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5108059.000000 Penalty: 3512.280518
	Iteration 0F: 3 clusters Score -5108059 nChanged 23133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -5121367.000000 Penalty: 3512.280518
	Iteration 1F: 3 clusters Score -5121367 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5122883.000000 Penalty: 3512.280518
	Iteration 2Q: 3 clusters Score -5122883 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5125429.500000 Penalty: 3512.280518
	Iteration 3F: 3 clusters Score -5125430 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5129114.500000 Penalty: 3512.280518
	Iteration 4F: 3 clusters Score -5129114 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5133018.500000 Penalty: 3512.280518
	Iteration 5F: 3 clusters Score -5133018 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5136124.000000 Penalty: 3512.280518
	Iteration 6F: 3 clusters Score -5136124 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5138053.000000 Penalty: 3512.280518
	Iteration 7F: 3 clusters Score -5138053 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5139030.000000 Penalty: 3512.280518
	Iteration 8Q: 3 clusters Score -5139030 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5139556.500000 Penalty: 3512.280518
	Iteration 9Q: 3 clusters Score -5139556 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5139918.000000 Penalty: 3512.280518
	Iteration 10Q: 3 clusters Score -5139918 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5140262.000000 Penalty: 3512.280518
	Iteration 11Q: 3 clusters Score -5140262 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5140563.500000 Penalty: 3512.280518
	Iteration 12Q: 3 clusters Score -5140564 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5140874.000000 Penalty: 3512.280518
	Iteration 13Q: 3 clusters Score -5140874 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5141147.500000 Penalty: 3512.280518
	Iteration 14Q: 3 clusters Score -5141148 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5141355.500000 Penalty: 3512.280518
	Iteration 15Q: 3 clusters Score -5141356 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5141627.500000 Penalty: 3512.280518
	Iteration 16Q: 3 clusters Score -5141628 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5141900.000000 Penalty: 3512.280518
	Iteration 17Q: 3 clusters Score -5141900 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5142156.500000 Penalty: 3512.280518
	Iteration 18Q: 3 clusters Score -5142156 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5142493.500000 Penalty: 3512.280518
	Iteration 19Q: 3 clusters Score -5142494 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -5142928.000000 Penalty: 3512.280518
	Iteration 20F: 3 clusters Score -5142928 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -5143342.000000 Penalty: 3512.280518
	Iteration 21Q: 3 clusters Score -5143342 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -5143580.000000 Penalty: 3512.280518
	Iteration 22Q: 3 clusters Score -5143580 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5143690.500000 Penalty: 3512.280518
	Iteration 23Q: 3 clusters Score -5143690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5143728.000000 Penalty: 3512.280518
	Iteration 24Q: 3 clusters Score -5143728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5143749.500000 Penalty: 3512.280518
	Iteration 25Q: 3 clusters Score -5143750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -5143769.000000 Penalty: 3512.280518
	Iteration 26Q: 3 clusters Score -5143769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5143784.500000 Penalty: 3512.280518
	Iteration 27Q: 3 clusters Score -5143784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5143792.500000 Penalty: 3512.280518
	Iteration 28Q: 3 clusters Score -5143792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -5143800.000000 Penalty: 3512.280518
	Iteration 29Q: 3 clusters Score -5143800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -5143802.000000 Penalty: 3512.280518
	Iteration 30Q: 3 clusters Score -5143802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5143795.000000 Penalty: 3512.280518
	Iteration 31Q: 3 clusters Score -5143795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -5143792.500000 Penalty: 3512.280518
	Iteration 32Q: 3 clusters Score -5143792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5143792.000000 Penalty: 3512.280518
	Iteration 33Q: 3 clusters Score -5143792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5143792.000000 Penalty: 3512.280518
	Iteration 34F: 3 clusters Score -5143792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 47126 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 10 contains 113806 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 190401 members 
Mstep: Class 13 contains 153239 members 
Mstep: Class 15 contains 31252 members 
Mstep: Class 20 contains 106286 members 
Mstep: Class 21 contains 24052 members 
Mstep: Class 22 contains 120195 members 
Mstep: Class 23 contains 4504 members 
Entering Unmasked Estep 
Score: -98816280.000000 Penalty: 35727.027344
Splitting cluster 3 changes total score from -98814288.000000 to -98816280.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -233979.062500 Penalty: 1245.913208
	Iteration 0F: 2 clusters Score -233979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -231811.593750 Penalty: 2491.826416
	Iteration 0F: 3 clusters Score -231811.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -232271.328125 Penalty: 2491.826416
	Iteration 1F: 3 clusters Score -232271.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -232375.046875 Penalty: 2491.826416
	Iteration 2F: 3 clusters Score -232375 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232449.781250 Penalty: 2491.826416
	Iteration 3F: 3 clusters Score -232449.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -232481.531250 Penalty: 2491.826416
	Iteration 4Q: 3 clusters Score -232481.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232496.921875 Penalty: 2491.826416
	Iteration 5Q: 3 clusters Score -232496.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -232509.953125 Penalty: 2491.826416
	Iteration 6Q: 3 clusters Score -232510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232519.750000 Penalty: 2491.826416
	Iteration 7Q: 3 clusters Score -232519.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -232530.296875 Penalty: 2491.826416
	Iteration 8Q: 3 clusters Score -232530.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -232538.609375 Penalty: 2491.826416
	Iteration 9Q: 3 clusters Score -232538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -232543.093750 Penalty: 2491.826416
	Iteration 10Q: 3 clusters Score -232543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -232548.156250 Penalty: 2491.826416
	Iteration 11Q: 3 clusters Score -232548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -232551.234375 Penalty: 2491.826416
	Iteration 12Q: 3 clusters Score -232551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232552.062500 Penalty: 2491.826416
	Iteration 13Q: 3 clusters Score -232552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232554.125000 Penalty: 2491.826416
	Iteration 14Q: 3 clusters Score -232554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -232557.218750 Penalty: 2491.826416
	Iteration 15Q: 3 clusters Score -232557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -232561.265625 Penalty: 2491.826416
	Iteration 16Q: 3 clusters Score -232561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -232564.468750 Penalty: 2491.826416
	Iteration 17Q: 3 clusters Score -232564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232567.593750 Penalty: 2491.826416
	Iteration 18Q: 3 clusters Score -232567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -232569.359375 Penalty: 2491.826416
	Iteration 19Q: 3 clusters Score -232569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -232572.968750 Penalty: 2491.826416
	Iteration 20F: 3 clusters Score -232573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -232577.796875 Penalty: 2491.826416
	Iteration 21Q: 3 clusters Score -232577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -232580.984375 Penalty: 2491.826416
	Iteration 22Q: 3 clusters Score -232581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -232583.750000 Penalty: 2491.826416
	Iteration 23Q: 3 clusters Score -232583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232587.546875 Penalty: 2491.826416
	Iteration 24Q: 3 clusters Score -232587.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -232594.984375 Penalty: 2491.826416
	Iteration 25Q: 3 clusters Score -232595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -232601.890625 Penalty: 2491.826416
	Iteration 26Q: 3 clusters Score -232601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -232607.843750 Penalty: 2491.826416
	Iteration 27Q: 3 clusters Score -232607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -232612.718750 Penalty: 2491.826416
	Iteration 28Q: 3 clusters Score -232612.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -232616.953125 Penalty: 2491.826416
	Iteration 29Q: 3 clusters Score -232617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -232620.640625 Penalty: 2491.826416
	Iteration 30Q: 3 clusters Score -232620.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -232623.078125 Penalty: 2491.826416
	Iteration 31Q: 3 clusters Score -232623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -232625.453125 Penalty: 2491.826416
	Iteration 32Q: 3 clusters Score -232625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -232629.734375 Penalty: 2491.826416
	Iteration 33Q: 3 clusters Score -232629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -232636.578125 Penalty: 2491.826416
	Iteration 34Q: 3 clusters Score -232636.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -232648.656250 Penalty: 2491.826416
	Iteration 35Q: 3 clusters Score -232648.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -232662.359375 Penalty: 2491.826416
	Iteration 36Q: 3 clusters Score -232662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -232669.062500 Penalty: 2491.826416
	Iteration 37Q: 3 clusters Score -232669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -232675.765625 Penalty: 2491.826416
	Iteration 38Q: 3 clusters Score -232675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -232680.796875 Penalty: 2491.826416
	Iteration 39Q: 3 clusters Score -232680.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -232687.687500 Penalty: 2491.826416
	Iteration 40F: 3 clusters Score -232687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -232696.359375 Penalty: 2491.826416
	Iteration 41Q: 3 clusters Score -232696.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -232702.453125 Penalty: 2491.826416
	Iteration 42Q: 3 clusters Score -232702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -232707.812500 Penalty: 2491.826416
	Iteration 43Q: 3 clusters Score -232707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -232712.593750 Penalty: 2491.826416
	Iteration 44Q: 3 clusters Score -232712.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -232716.546875 Penalty: 2491.826416
	Iteration 45Q: 3 clusters Score -232716.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -232722.796875 Penalty: 2491.826416
	Iteration 46Q: 3 clusters Score -232722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -232736.406250 Penalty: 2491.826416
	Iteration 47Q: 3 clusters Score -232736.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -232746.468750 Penalty: 2491.826416
	Iteration 48Q: 3 clusters Score -232746.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -232756.984375 Penalty: 2491.826416
	Iteration 49Q: 3 clusters Score -232757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -232770.921875 Penalty: 2491.826416
	Iteration 50Q: 3 clusters Score -232770.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -232789.562500 Penalty: 2491.826416
	Iteration 51Q: 3 clusters Score -232789.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -232809.921875 Penalty: 2491.826416
	Iteration 52Q: 3 clusters Score -232809.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -232824.625000 Penalty: 2491.826416
	Iteration 53Q: 3 clusters Score -232824.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -232835.453125 Penalty: 2491.826416
	Iteration 54Q: 3 clusters Score -232835.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -232844.281250 Penalty: 2491.826416
	Iteration 55Q: 3 clusters Score -232844.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -232855.875000 Penalty: 2491.826416
	Iteration 56Q: 3 clusters Score -232855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -232866.046875 Penalty: 2491.826416
	Iteration 57Q: 3 clusters Score -232866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -232872.500000 Penalty: 2491.826416
	Iteration 58Q: 3 clusters Score -232872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -232878.593750 Penalty: 2491.826416
	Iteration 59Q: 3 clusters Score -232878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -232884.312500 Penalty: 2491.826416
	Iteration 60F: 3 clusters Score -232884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -232887.140625 Penalty: 2491.826416
	Iteration 61Q: 3 clusters Score -232887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -232887.609375 Penalty: 2491.826416
	Iteration 62Q: 3 clusters Score -232887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -232887.609375 Penalty: 2491.826416
	Iteration 63F: 3 clusters Score -232887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Entering Unmasked Estep 
Score: -2545186.750000 Penalty: 1632.296265
	Iteration 0F: 2 clusters Score -2545187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2529590.250000 Penalty: 3264.592529
	Iteration 0F: 3 clusters Score -2529590 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2535228.500000 Penalty: 3264.592529
	Iteration 1F: 3 clusters Score -2535228 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2535574.500000 Penalty: 3264.592529
	Iteration 2Q: 3 clusters Score -2535574 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2535941.250000 Penalty: 3264.592529
	Iteration 3Q: 3 clusters Score -2535941 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2536411.250000 Penalty: 3264.592529
	Iteration 4Q: 3 clusters Score -2536411 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2537079.250000 Penalty: 3264.592529
	Iteration 5F: 3 clusters Score -2537079 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2538033.250000 Penalty: 3264.592529
	Iteration 6F: 3 clusters Score -2538033 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2539323.000000 Penalty: 3264.592529
	Iteration 7F: 3 clusters Score -2539323 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2540651.250000 Penalty: 3264.592529
	Iteration 8F: 3 clusters Score -2540651 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2541721.750000 Penalty: 3264.592529
	Iteration 9Q: 3 clusters Score -2541722 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2542418.000000 Penalty: 3264.592529
	Iteration 10Q: 3 clusters Score -2542418 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2542857.000000 Penalty: 3264.592529
	Iteration 11Q: 3 clusters Score -2542857 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2543107.000000 Penalty: 3264.592529
	Iteration 12Q: 3 clusters Score -2543107 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2543268.000000 Penalty: 3264.592529
	Iteration 13Q: 3 clusters Score -2543268 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2543380.750000 Penalty: 3264.592529
	Iteration 14Q: 3 clusters Score -2543381 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2543460.000000 Penalty: 3264.592529
	Iteration 15Q: 3 clusters Score -2543460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2543528.750000 Penalty: 3264.592529
	Iteration 16Q: 3 clusters Score -2543529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2543579.000000 Penalty: 3264.592529
	Iteration 17Q: 3 clusters Score -2543579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2543624.750000 Penalty: 3264.592529
	Iteration 18Q: 3 clusters Score -2543625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2543654.250000 Penalty: 3264.592529
	Iteration 19Q: 3 clusters Score -2543654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2543679.250000 Penalty: 3264.592529
	Iteration 20F: 3 clusters Score -2543679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2543698.500000 Penalty: 3264.592529
	Iteration 21Q: 3 clusters Score -2543698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2543717.500000 Penalty: 3264.592529
	Iteration 22Q: 3 clusters Score -2543718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2543731.500000 Penalty: 3264.592529
	Iteration 23Q: 3 clusters Score -2543732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2543741.500000 Penalty: 3264.592529
	Iteration 24Q: 3 clusters Score -2543742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2543748.000000 Penalty: 3264.592529
	Iteration 25Q: 3 clusters Score -2543748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2543748.500000 Penalty: 3264.592529
	Iteration 26Q: 3 clusters Score -2543748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2543750.000000 Penalty: 3264.592529
	Iteration 27Q: 3 clusters Score -2543750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2543753.750000 Penalty: 3264.592529
	Iteration 28Q: 3 clusters Score -2543754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2543759.500000 Penalty: 3264.592529
	Iteration 29Q: 3 clusters Score -2543760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2543760.500000 Penalty: 3264.592529
	Iteration 30Q: 3 clusters Score -2543760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2543770.000000 Penalty: 3264.592529
	Iteration 31Q: 3 clusters Score -2543770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2543778.000000 Penalty: 3264.592529
	Iteration 32Q: 3 clusters Score -2543778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2543779.750000 Penalty: 3264.592529
	Iteration 33Q: 3 clusters Score -2543780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2543783.500000 Penalty: 3264.592529
	Iteration 34Q: 3 clusters Score -2543784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2543784.750000 Penalty: 3264.592529
	Iteration 35Q: 3 clusters Score -2543785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2543784.750000 Penalty: 3264.592529
	Iteration 36F: 3 clusters Score -2543785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -296137.125000 Penalty: 1298.083130
	Iteration 0F: 2 clusters Score -296137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -293601.156250 Penalty: 2596.166260
	Iteration 0F: 3 clusters Score -293601.2 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -294348.531250 Penalty: 2596.166260
	Iteration 1F: 3 clusters Score -294348.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -294740.187500 Penalty: 2596.166260
	Iteration 2F: 3 clusters Score -294740.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -295434.312500 Penalty: 2596.166260
	Iteration 3F: 3 clusters Score -295434.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -296751.500000 Penalty: 2596.166260
	Iteration 4F: 3 clusters Score -296751.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -297762.000000 Penalty: 2596.166260
	Iteration 5F: 3 clusters Score -297762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -297962.156250 Penalty: 2596.166260
	Iteration 6Q: 3 clusters Score -297962.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -298009.625000 Penalty: 2596.166260
	Iteration 7Q: 3 clusters Score -298009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -298021.218750 Penalty: 2596.166260
	Iteration 8Q: 3 clusters Score -298021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -298026.906250 Penalty: 2596.166260
	Iteration 9Q: 3 clusters Score -298026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -298034.000000 Penalty: 2596.166260
	Iteration 10Q: 3 clusters Score -298034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -298036.625000 Penalty: 2596.166260
	Iteration 11Q: 3 clusters Score -298036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -298037.281250 Penalty: 2596.166260
	Iteration 12Q: 3 clusters Score -298037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -298037.281250 Penalty: 2596.166260
	Iteration 13F: 3 clusters Score -298037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 47126 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 10 contains 113806 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 190401 members 
Mstep: Class 13 contains 153239 members 
Mstep: Class 15 contains 31252 members 
Mstep: Class 20 contains 106286 members 
Mstep: Class 21 contains 24052 members 
Mstep: Class 22 contains 120195 members 
Mstep: Class 23 contains 4504 members 
Entering Unmasked Estep 
Score: -98817232.000000 Penalty: 37959.964844
Splitting cluster 8 changes total score from -98814288.000000 to -98817232.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (113806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Entering Unmasked Estep 
Score: -12439345.000000 Penalty: 1891.865601
	Iteration 0F: 2 clusters Score -1.243934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -12363564.000000 Penalty: 3783.731201
	Iteration 0F: 3 clusters Score -1.236356e+07 nChanged 54635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -12400065.000000 Penalty: 3783.731201
	Iteration 1F: 3 clusters Score -1.240006e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -12405953.000000 Penalty: 3783.731201
	Iteration 2F: 3 clusters Score -1.240595e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -12413889.000000 Penalty: 3783.731201
	Iteration 3F: 3 clusters Score -1.241389e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -12424130.000000 Penalty: 3783.731201
	Iteration 4F: 3 clusters Score -1.242413e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -12435131.000000 Penalty: 3783.731201
	Iteration 5F: 3 clusters Score -1.243513e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -12442904.000000 Penalty: 3783.731201
	Iteration 6F: 3 clusters Score -1.24429e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -12447015.000000 Penalty: 3783.731201
	Iteration 7Q: 3 clusters Score -1.244702e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -12448924.000000 Penalty: 3783.731201
	Iteration 8Q: 3 clusters Score -1.244892e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -12449638.000000 Penalty: 3783.731201
	Iteration 9Q: 3 clusters Score -1.244964e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -12450020.000000 Penalty: 3783.731201
	Iteration 10Q: 3 clusters Score -1.245002e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -12450179.000000 Penalty: 3783.731201
	Iteration 11Q: 3 clusters Score -1.245018e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -12450271.000000 Penalty: 3783.731201
	Iteration 12Q: 3 clusters Score -1.245027e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -12450374.000000 Penalty: 3783.731201
	Iteration 13Q: 3 clusters Score -1.245037e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110559 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -12450437.000000 Penalty: 3783.731201
	Iteration 14Q: 3 clusters Score -1.245044e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12450478.000000 Penalty: 3783.731201
	Iteration 15Q: 3 clusters Score -1.245048e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -12450491.000000 Penalty: 3783.731201
	Iteration 16Q: 3 clusters Score -1.245049e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12450504.000000 Penalty: 3783.731201
	Iteration 17Q: 3 clusters Score -1.24505e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -12450515.000000 Penalty: 3783.731201
	Iteration 18Q: 3 clusters Score -1.245052e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12450510.000000 Penalty: 3783.731201
	Iteration 19Q: 3 clusters Score -1.245051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -12450529.000000 Penalty: 3783.731201
	Iteration 20F: 3 clusters Score -1.245053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110997 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -12450533.000000 Penalty: 3783.731201
	Iteration 21Q: 3 clusters Score -1.245053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111022 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -12450560.000000 Penalty: 3783.731201
	Iteration 22Q: 3 clusters Score -1.245056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -12450572.000000 Penalty: 3783.731201
	Iteration 23Q: 3 clusters Score -1.245057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -12450582.000000 Penalty: 3783.731201
	Iteration 24Q: 3 clusters Score -1.245058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12450575.000000 Penalty: 3783.731201
	Iteration 25Q: 3 clusters Score -1.245058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -12450566.000000 Penalty: 3783.731201
	Iteration 26Q: 3 clusters Score -1.245057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -12450574.000000 Penalty: 3783.731201
	Iteration 27Q: 3 clusters Score -1.245057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -12450572.000000 Penalty: 3783.731201
	Iteration 28Q: 3 clusters Score -1.245057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -12450568.000000 Penalty: 3783.731201
	Iteration 29Q: 3 clusters Score -1.245057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -12450567.000000 Penalty: 3783.731201
	Iteration 30Q: 3 clusters Score -1.245057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12450571.000000 Penalty: 3783.731201
	Iteration 31Q: 3 clusters Score -1.245057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -12450569.000000 Penalty: 3783.731201
	Iteration 32Q: 3 clusters Score -1.245057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111154 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -12450574.000000 Penalty: 3783.731201
	Iteration 33Q: 3 clusters Score -1.245057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111159 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -12450577.000000 Penalty: 3783.731201
	Iteration 34Q: 3 clusters Score -1.245058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -12450572.000000 Penalty: 3783.731201
	Iteration 35Q: 3 clusters Score -1.245057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12450582.000000 Penalty: 3783.731201
	Iteration 36Q: 3 clusters Score -1.245058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12450570.000000 Penalty: 3783.731201
	Iteration 37Q: 3 clusters Score -1.245057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12450570.000000 Penalty: 3783.731201
	Iteration 38F: 3 clusters Score -1.245057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 47126 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 111166 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 190401 members 
Mstep: Class 13 contains 153239 members 
Mstep: Class 15 contains 31252 members 
Mstep: Class 20 contains 106286 members 
Mstep: Class 21 contains 24052 members 
Mstep: Class 22 contains 120195 members 
Mstep: Class 23 contains 4504 members 
Entering Unmasked Estep 
Score: -98827232.000000 Penalty: 40192.906250
Splitting cluster 10 changes total score from -98814288.000000 to -98827232.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 11 (12368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Entering Unmasked Estep 
Score: -1359175.625000 Penalty: 1531.216064
	Iteration 0F: 2 clusters Score -1359176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1350480.000000 Penalty: 3062.432129
	Iteration 0F: 3 clusters Score -1350480 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1353395.625000 Penalty: 3062.432129
	Iteration 1F: 3 clusters Score -1353396 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1353706.375000 Penalty: 3062.432129
	Iteration 2F: 3 clusters Score -1353706 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1354129.500000 Penalty: 3062.432129
	Iteration 3F: 3 clusters Score -1354130 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1355039.375000 Penalty: 3062.432129
	Iteration 4F: 3 clusters Score -1355039 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1356484.625000 Penalty: 3062.432129
	Iteration 5F: 3 clusters Score -1356485 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1358048.250000 Penalty: 3062.432129
	Iteration 6F: 3 clusters Score -1358048 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1359193.750000 Penalty: 3062.432129
	Iteration 7F: 3 clusters Score -1359194 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1359741.125000 Penalty: 3062.432129
	Iteration 8Q: 3 clusters Score -1359741 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1359903.250000 Penalty: 3062.432129
	Iteration 9Q: 3 clusters Score -1359903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1359954.875000 Penalty: 3062.432129
	Iteration 10Q: 3 clusters Score -1359955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1359968.250000 Penalty: 3062.432129
	Iteration 11Q: 3 clusters Score -1359968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1359975.250000 Penalty: 3062.432129
	Iteration 12Q: 3 clusters Score -1359975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1359980.750000 Penalty: 3062.432129
	Iteration 13Q: 3 clusters Score -1359981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1359985.125000 Penalty: 3062.432129
	Iteration 14Q: 3 clusters Score -1359985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1359983.000000 Penalty: 3062.432129
	Iteration 15Q: 3 clusters Score -1359983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1359984.875000 Penalty: 3062.432129
	Iteration 16Q: 3 clusters Score -1359985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1359987.875000 Penalty: 3062.432129
	Iteration 17Q: 3 clusters Score -1359988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1359985.250000 Penalty: 3062.432129
	Iteration 18Q: 3 clusters Score -1359985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1359986.250000 Penalty: 3062.432129
	Iteration 19Q: 3 clusters Score -1359986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1359988.250000 Penalty: 3062.432129
	Iteration 20F: 3 clusters Score -1359988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1359988.750000 Penalty: 3062.432129
	Iteration 21Q: 3 clusters Score -1359989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1359988.750000 Penalty: 3062.432129
	Iteration 22F: 3 clusters Score -1359989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 47126 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 111166 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 190401 members 
Mstep: Class 13 contains 153239 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 31252 members 
Mstep: Class 20 contains 106286 members 
Mstep: Class 21 contains 24052 members 
Mstep: Class 22 contains 120195 members 
Mstep: Class 23 contains 4504 members 
Entering Unmasked Estep 
Score: -98827416.000000 Penalty: 42425.843750
Splitting cluster 11 changes total score from -98814288.000000 to -98827416.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (190401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190401 members 
Entering Unmasked Estep 
Score: -20510282.000000 Penalty: 1975.494263
	Iteration 0F: 2 clusters Score -2.051028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -20395054.000000 Penalty: 3950.988525
	Iteration 0F: 3 clusters Score -2.039505e+07 nChanged 92155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -20448734.000000 Penalty: 3950.988525
	Iteration 1F: 3 clusters Score -2.044873e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -20449296.000000 Penalty: 3950.988525
	Iteration 2Q: 3 clusters Score -2.04493e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -20450060.000000 Penalty: 3950.988525
	Iteration 3Q: 3 clusters Score -2.045006e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -20451194.000000 Penalty: 3950.988525
	Iteration 4Q: 3 clusters Score -2.045119e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -20452868.000000 Penalty: 3950.988525
	Iteration 5Q: 3 clusters Score -2.045287e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -20455704.000000 Penalty: 3950.988525
	Iteration 6Q: 3 clusters Score -2.04557e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
Score: -20460600.000000 Penalty: 3950.988525
	Iteration 7Q: 3 clusters Score -2.04606e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -20467566.000000 Penalty: 3950.988525
	Iteration 8F: 3 clusters Score -2.046757e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -20477566.000000 Penalty: 3950.988525
	Iteration 9F: 3 clusters Score -2.047757e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -20487468.000000 Penalty: 3950.988525
	Iteration 10F: 3 clusters Score -2.048747e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -20494388.000000 Penalty: 3950.988525
	Iteration 11F: 3 clusters Score -2.049439e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 129983 members 
Entering Unmasked Estep 
Score: -20497810.000000 Penalty: 3950.988525
	Iteration 12Q: 3 clusters Score -2.049781e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -20499862.000000 Penalty: 3950.988525
	Iteration 13Q: 3 clusters Score -2.049986e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 137178 members 
Entering Unmasked Estep 
Score: -20501890.000000 Penalty: 3950.988525
	Iteration 14Q: 3 clusters Score -2.050189e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 140817 members 
Entering Unmasked Estep 
Score: -20503808.000000 Penalty: 3950.988525
	Iteration 15Q: 3 clusters Score -2.050381e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -20505798.000000 Penalty: 3950.988525
	Iteration 16Q: 3 clusters Score -2.05058e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 148270 members 
Entering Unmasked Estep 
Score: -20507608.000000 Penalty: 3950.988525
	Iteration 17Q: 3 clusters Score -2.050761e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 152073 members 
Entering Unmasked Estep 
Score: -20509330.000000 Penalty: 3950.988525
	Iteration 18Q: 3 clusters Score -2.050933e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -20510590.000000 Penalty: 3950.988525
	Iteration 19Q: 3 clusters Score -2.051059e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -20511582.000000 Penalty: 3950.988525
	Iteration 20F: 3 clusters Score -2.051158e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -20512030.000000 Penalty: 3950.988525
	Iteration 21Q: 3 clusters Score -2.051203e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -20512234.000000 Penalty: 3950.988525
	Iteration 22Q: 3 clusters Score -2.051223e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -20512150.000000 Penalty: 3950.988525
	Iteration 23Q: 3 clusters Score -2.051215e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -20511966.000000 Penalty: 3950.988525
	Iteration 24Q: 3 clusters Score -2.051197e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 171127 members 
Entering Unmasked Estep 
Score: -20511780.000000 Penalty: 3950.988525
	Iteration 25Q: 3 clusters Score -2.051178e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 172774 members 
Entering Unmasked Estep 
Score: -20511570.000000 Penalty: 3950.988525
	Iteration 26Q: 3 clusters Score -2.051157e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -20511272.000000 Penalty: 3950.988525
	Iteration 27Q: 3 clusters Score -2.051127e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 175534 members 
Entering Unmasked Estep 
Score: -20511008.000000 Penalty: 3950.988525
	Iteration 28Q: 3 clusters Score -2.051101e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -20510702.000000 Penalty: 3950.988525
	Iteration 29Q: 3 clusters Score -2.05107e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -20510532.000000 Penalty: 3950.988525
	Iteration 30Q: 3 clusters Score -2.051053e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -20510432.000000 Penalty: 3950.988525
	Iteration 31Q: 3 clusters Score -2.051043e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 179592 members 
Entering Unmasked Estep 
Score: -20510350.000000 Penalty: 3950.988525
	Iteration 32Q: 3 clusters Score -2.051035e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 180353 members 
Entering Unmasked Estep 
Score: -20510306.000000 Penalty: 3950.988525
	Iteration 33Q: 3 clusters Score -2.051031e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -20510222.000000 Penalty: 3950.988525
	Iteration 34Q: 3 clusters Score -2.051022e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 181545 members 
Entering Unmasked Estep 
Score: -20510078.000000 Penalty: 3950.988525
	Iteration 35Q: 3 clusters Score -2.051008e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 182069 members 
Entering Unmasked Estep 
Score: -20509898.000000 Penalty: 3950.988525
	Iteration 36Q: 3 clusters Score -2.05099e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 182568 members 
Entering Unmasked Estep 
Score: -20509792.000000 Penalty: 3950.988525
	Iteration 37Q: 3 clusters Score -2.050979e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 183066 members 
Entering Unmasked Estep 
Score: -20509684.000000 Penalty: 3950.988525
	Iteration 38Q: 3 clusters Score -2.050968e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -20509636.000000 Penalty: 3950.988525
	Iteration 39Q: 3 clusters Score -2.050964e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 183861 members 
Entering Unmasked Estep 
Score: -20509628.000000 Penalty: 3950.988525
	Iteration 40F: 3 clusters Score -2.050963e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 184209 members 
Entering Unmasked Estep 
Score: -20509612.000000 Penalty: 3950.988525
	Iteration 41Q: 3 clusters Score -2.050961e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 184551 members 
Entering Unmasked Estep 
Score: -20509506.000000 Penalty: 3950.988525
	Iteration 42Q: 3 clusters Score -2.050951e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 184884 members 
Entering Unmasked Estep 
Score: -20509568.000000 Penalty: 3950.988525
	Iteration 43Q: 3 clusters Score -2.050957e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 185184 members 
Entering Unmasked Estep 
Score: -20509554.000000 Penalty: 3950.988525
	Iteration 44Q: 3 clusters Score -2.050955e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 185438 members 
Entering Unmasked Estep 
Score: -20509408.000000 Penalty: 3950.988525
	Iteration 45Q: 3 clusters Score -2.050941e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 185688 members 
Entering Unmasked Estep 
Score: -20509362.000000 Penalty: 3950.988525
	Iteration 46Q: 3 clusters Score -2.050936e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -20509362.000000 Penalty: 3950.988525
	Iteration 47Q: 3 clusters Score -2.050936e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 186164 members 
Entering Unmasked Estep 
Score: -20509386.000000 Penalty: 3950.988525
	Iteration 48Q: 3 clusters Score -2.050939e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -20509348.000000 Penalty: 3950.988525
	Iteration 49Q: 3 clusters Score -2.050935e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 186596 members 
Entering Unmasked Estep 
Score: -20509284.000000 Penalty: 3950.988525
	Iteration 50Q: 3 clusters Score -2.050928e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 186798 members 
Entering Unmasked Estep 
Score: -20509222.000000 Penalty: 3950.988525
	Iteration 51Q: 3 clusters Score -2.050922e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 186978 members 
Entering Unmasked Estep 
Score: -20509236.000000 Penalty: 3950.988525
	Iteration 52Q: 3 clusters Score -2.050924e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 187134 members 
Entering Unmasked Estep 
Score: -20509152.000000 Penalty: 3950.988525
	Iteration 53Q: 3 clusters Score -2.050915e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 187273 members 
Entering Unmasked Estep 
Score: -20509160.000000 Penalty: 3950.988525
	Iteration 54Q: 3 clusters Score -2.050916e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 187388 members 
Entering Unmasked Estep 
Score: -20509120.000000 Penalty: 3950.988525
	Iteration 55Q: 3 clusters Score -2.050912e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 187515 members 
Entering Unmasked Estep 
Score: -20509120.000000 Penalty: 3950.988525
	Iteration 56Q: 3 clusters Score -2.050912e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 187628 members 
Entering Unmasked Estep 
Score: -20509148.000000 Penalty: 3950.988525
	Iteration 57Q: 3 clusters Score -2.050915e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -20509190.000000 Penalty: 3950.988525
	Iteration 58Q: 3 clusters Score -2.050919e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 187853 members 
Entering Unmasked Estep 
Score: -20509178.000000 Penalty: 3950.988525
	Iteration 59Q: 3 clusters Score -2.050918e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 187950 members 
Entering Unmasked Estep 
Score: -20509164.000000 Penalty: 3950.988525
	Iteration 60F: 3 clusters Score -2.050916e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 188037 members 
Entering Unmasked Estep 
Score: -20509108.000000 Penalty: 3950.988525
	Iteration 61Q: 3 clusters Score -2.050911e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 188111 members 
Entering Unmasked Estep 
Score: -20509094.000000 Penalty: 3950.988525
	Iteration 62Q: 3 clusters Score -2.050909e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 188177 members 
Entering Unmasked Estep 
Score: -20509090.000000 Penalty: 3950.988525
	Iteration 63Q: 3 clusters Score -2.050909e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 188237 members 
Entering Unmasked Estep 
Score: -20509080.000000 Penalty: 3950.988525
	Iteration 64Q: 3 clusters Score -2.050908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 188293 members 
Entering Unmasked Estep 
Score: -20509046.000000 Penalty: 3950.988525
	Iteration 65Q: 3 clusters Score -2.050905e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 188360 members 
Entering Unmasked Estep 
Score: -20509014.000000 Penalty: 3950.988525
	Iteration 66Q: 3 clusters Score -2.050901e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 188424 members 
Entering Unmasked Estep 
Score: -20509028.000000 Penalty: 3950.988525
	Iteration 67Q: 3 clusters Score -2.050903e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 188481 members 
Entering Unmasked Estep 
Score: -20509014.000000 Penalty: 3950.988525
	Iteration 68Q: 3 clusters Score -2.050901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 188532 members 
Entering Unmasked Estep 
Score: -20509002.000000 Penalty: 3950.988525
	Iteration 69Q: 3 clusters Score -2.0509e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 188582 members 
Entering Unmasked Estep 
Score: -20509010.000000 Penalty: 3950.988525
	Iteration 70Q: 3 clusters Score -2.050901e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 188629 members 
Entering Unmasked Estep 
Score: -20509022.000000 Penalty: 3950.988525
	Iteration 71Q: 3 clusters Score -2.050902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 188675 members 
Entering Unmasked Estep 
Score: -20509024.000000 Penalty: 3950.988525
	Iteration 72Q: 3 clusters Score -2.050902e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 188716 members 
Entering Unmasked Estep 
Score: -20509006.000000 Penalty: 3950.988525
	Iteration 73Q: 3 clusters Score -2.050901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 188745 members 
Entering Unmasked Estep 
Score: -20509000.000000 Penalty: 3950.988525
	Iteration 74Q: 3 clusters Score -2.0509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 188779 members 
Entering Unmasked Estep 
Score: -20509000.000000 Penalty: 3950.988525
	Iteration 75Q: 3 clusters Score -2.0509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 188808 members 
Entering Unmasked Estep 
Score: -20508980.000000 Penalty: 3950.988525
	Iteration 76Q: 3 clusters Score -2.050898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 188835 members 
Entering Unmasked Estep 
Score: -20508988.000000 Penalty: 3950.988525
	Iteration 77Q: 3 clusters Score -2.050899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 188860 members 
Entering Unmasked Estep 
Score: -20509008.000000 Penalty: 3950.988525
	Iteration 78Q: 3 clusters Score -2.050901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -20509008.000000 Penalty: 3950.988525
	Iteration 79Q: 3 clusters Score -2.050901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 188907 members 
Entering Unmasked Estep 
Score: -20508992.000000 Penalty: 3950.988525
	Iteration 80F: 3 clusters Score -2.050899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 188929 members 
Entering Unmasked Estep 
Score: -20508994.000000 Penalty: 3950.988525
	Iteration 81Q: 3 clusters Score -2.050899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 188945 members 
Entering Unmasked Estep 
Score: -20508980.000000 Penalty: 3950.988525
	Iteration 82Q: 3 clusters Score -2.050898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 188955 members 
Entering Unmasked Estep 
Score: -20508988.000000 Penalty: 3950.988525
	Iteration 83Q: 3 clusters Score -2.050899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 188971 members 
Entering Unmasked Estep 
Score: -20508986.000000 Penalty: 3950.988525
	Iteration 84Q: 3 clusters Score -2.050899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 188989 members 
Entering Unmasked Estep 
Score: -20509002.000000 Penalty: 3950.988525
	Iteration 85Q: 3 clusters Score -2.0509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 189009 members 
Entering Unmasked Estep 
Score: -20508996.000000 Penalty: 3950.988525
	Iteration 86Q: 3 clusters Score -2.0509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 189027 members 
Entering Unmasked Estep 
Score: -20508994.000000 Penalty: 3950.988525
	Iteration 87Q: 3 clusters Score -2.050899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 189046 members 
Entering Unmasked Estep 
Score: -20509006.000000 Penalty: 3950.988525
	Iteration 88Q: 3 clusters Score -2.050901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 189064 members 
Entering Unmasked Estep 
Score: -20509000.000000 Penalty: 3950.988525
	Iteration 89Q: 3 clusters Score -2.0509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 189075 members 
Entering Unmasked Estep 
Score: -20508978.000000 Penalty: 3950.988525
	Iteration 90Q: 3 clusters Score -2.050898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 189080 members 
Entering Unmasked Estep 
Score: -20508978.000000 Penalty: 3950.988525
	Iteration 91Q: 3 clusters Score -2.050898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 189086 members 
Entering Unmasked Estep 
Score: -20508980.000000 Penalty: 3950.988525
	Iteration 92Q: 3 clusters Score -2.050898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 189095 members 
Entering Unmasked Estep 
Score: -20508972.000000 Penalty: 3950.988525
	Iteration 93Q: 3 clusters Score -2.050897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 189102 members 
Entering Unmasked Estep 
Score: -20508956.000000 Penalty: 3950.988525
	Iteration 94Q: 3 clusters Score -2.050896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 189110 members 
Entering Unmasked Estep 
Score: -20508956.000000 Penalty: 3950.988525
	Iteration 95Q: 3 clusters Score -2.050896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 189122 members 
Entering Unmasked Estep 
Score: -20508948.000000 Penalty: 3950.988525
	Iteration 96Q: 3 clusters Score -2.050895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 189133 members 
Entering Unmasked Estep 
Score: -20508952.000000 Penalty: 3950.988525
	Iteration 97Q: 3 clusters Score -2.050895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 189144 members 
Entering Unmasked Estep 
Score: -20508942.000000 Penalty: 3950.988525
	Iteration 98Q: 3 clusters Score -2.050894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 189156 members 
Entering Unmasked Estep 
Score: -20508946.000000 Penalty: 3950.988525
	Iteration 99Q: 3 clusters Score -2.050895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 189168 members 
Entering Unmasked Estep 
Score: -20508928.000000 Penalty: 3950.988525
	Iteration 100F: 3 clusters Score -2.050893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -20508924.000000 Penalty: 3950.988525
	Iteration 101Q: 3 clusters Score -2.050892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 189193 members 
Entering Unmasked Estep 
Score: -20508926.000000 Penalty: 3950.988525
	Iteration 102Q: 3 clusters Score -2.050893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 189202 members 
Entering Unmasked Estep 
Score: -20508934.000000 Penalty: 3950.988525
	Iteration 103Q: 3 clusters Score -2.050893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 189209 members 
Entering Unmasked Estep 
Score: -20508930.000000 Penalty: 3950.988525
	Iteration 104Q: 3 clusters Score -2.050893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 189213 members 
Entering Unmasked Estep 
Score: -20508922.000000 Penalty: 3950.988525
	Iteration 105Q: 3 clusters Score -2.050892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 189215 members 
Entering Unmasked Estep 
Score: -20508934.000000 Penalty: 3950.988525
	Iteration 106Q: 3 clusters Score -2.050893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 189219 members 
Entering Unmasked Estep 
Score: -20508914.000000 Penalty: 3950.988525
	Iteration 107Q: 3 clusters Score -2.050891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -20508904.000000 Penalty: 3950.988525
	Iteration 108Q: 3 clusters Score -2.05089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 189228 members 
Entering Unmasked Estep 
Score: -20508900.000000 Penalty: 3950.988525
	Iteration 109Q: 3 clusters Score -2.05089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 189234 members 
Entering Unmasked Estep 
Score: -20508872.000000 Penalty: 3950.988525
	Iteration 110Q: 3 clusters Score -2.050887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -20508874.000000 Penalty: 3950.988525
	Iteration 111Q: 3 clusters Score -2.050887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 189238 members 
Entering Unmasked Estep 
Score: -20508880.000000 Penalty: 3950.988525
	Iteration 112Q: 3 clusters Score -2.050888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 189239 members 
Entering Unmasked Estep 
Score: -20508878.000000 Penalty: 3950.988525
	Iteration 113Q: 3 clusters Score -2.050888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 189241 members 
Entering Unmasked Estep 
Score: -20508888.000000 Penalty: 3950.988525
	Iteration 114Q: 3 clusters Score -2.050889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -20508888.000000 Penalty: 3950.988525
	Iteration 115Q: 3 clusters Score -2.050889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 189246 members 
Entering Unmasked Estep 
Score: -20508892.000000 Penalty: 3950.988525
	Iteration 116Q: 3 clusters Score -2.050889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 189251 members 
Entering Unmasked Estep 
Score: -20508910.000000 Penalty: 3950.988525
	Iteration 117Q: 3 clusters Score -2.050891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 189254 members 
Entering Unmasked Estep 
Score: -20508908.000000 Penalty: 3950.988525
	Iteration 118Q: 3 clusters Score -2.050891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -20508898.000000 Penalty: 3950.988525
	Iteration 119Q: 3 clusters Score -2.05089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 189260 members 
Entering Unmasked Estep 
Score: -20508904.000000 Penalty: 3950.988525
	Iteration 120F: 3 clusters Score -2.05089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Entering Unmasked Estep 
Score: -16645857.000000 Penalty: 1940.210083
	Iteration 0F: 2 clusters Score -1.664586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -16545167.000000 Penalty: 3880.420166
	Iteration 0F: 3 clusters Score -1.654517e+07 nChanged 73887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -16588440.000000 Penalty: 3880.420166
	Iteration 1F: 3 clusters Score -1.658844e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -16589208.000000 Penalty: 3880.420166
	Iteration 2Q: 3 clusters Score -1.658921e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -16590263.000000 Penalty: 3880.420166
	Iteration 3Q: 3 clusters Score -1.659026e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -16591570.000000 Penalty: 3880.420166
	Iteration 4Q: 3 clusters Score -1.659157e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -16593277.000000 Penalty: 3880.420166
	Iteration 5Q: 3 clusters Score -1.659328e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -16595823.000000 Penalty: 3880.420166
	Iteration 6Q: 3 clusters Score -1.659582e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -16600107.000000 Penalty: 3880.420166
	Iteration 7F: 3 clusters Score -1.660011e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -16606636.000000 Penalty: 3880.420166
	Iteration 8F: 3 clusters Score -1.660664e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -16614320.000000 Penalty: 3880.420166
	Iteration 9F: 3 clusters Score -1.661432e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -16620497.000000 Penalty: 3880.420166
	Iteration 10F: 3 clusters Score -1.66205e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -16623557.000000 Penalty: 3880.420166
	Iteration 11Q: 3 clusters Score -1.662356e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -16624813.000000 Penalty: 3880.420166
	Iteration 12Q: 3 clusters Score -1.662481e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -16625699.000000 Penalty: 3880.420166
	Iteration 13Q: 3 clusters Score -1.66257e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -16626603.000000 Penalty: 3880.420166
	Iteration 14Q: 3 clusters Score -1.66266e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -16627585.000000 Penalty: 3880.420166
	Iteration 15Q: 3 clusters Score -1.662758e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -16628641.000000 Penalty: 3880.420166
	Iteration 16Q: 3 clusters Score -1.662864e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -16629854.000000 Penalty: 3880.420166
	Iteration 17Q: 3 clusters Score -1.662985e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -16631168.000000 Penalty: 3880.420166
	Iteration 18Q: 3 clusters Score -1.663117e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -16632444.000000 Penalty: 3880.420166
	Iteration 19Q: 3 clusters Score -1.663244e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -16633654.000000 Penalty: 3880.420166
	Iteration 20F: 3 clusters Score -1.663365e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -16634521.000000 Penalty: 3880.420166
	Iteration 21Q: 3 clusters Score -1.663452e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -16635192.000000 Penalty: 3880.420166
	Iteration 22Q: 3 clusters Score -1.663519e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -16635784.000000 Penalty: 3880.420166
	Iteration 23Q: 3 clusters Score -1.663578e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -16636377.000000 Penalty: 3880.420166
	Iteration 24Q: 3 clusters Score -1.663638e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -16636860.000000 Penalty: 3880.420166
	Iteration 25Q: 3 clusters Score -1.663686e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -16637243.000000 Penalty: 3880.420166
	Iteration 26Q: 3 clusters Score -1.663724e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -16637570.000000 Penalty: 3880.420166
	Iteration 27Q: 3 clusters Score -1.663757e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -16637826.000000 Penalty: 3880.420166
	Iteration 28Q: 3 clusters Score -1.663783e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -16638078.000000 Penalty: 3880.420166
	Iteration 29Q: 3 clusters Score -1.663808e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -16638241.000000 Penalty: 3880.420166
	Iteration 30Q: 3 clusters Score -1.663824e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -16638428.000000 Penalty: 3880.420166
	Iteration 31Q: 3 clusters Score -1.663843e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 120129 members 
Entering Unmasked Estep 
Score: -16638530.000000 Penalty: 3880.420166
	Iteration 32Q: 3 clusters Score -1.663853e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 121041 members 
Entering Unmasked Estep 
Score: -16638786.000000 Penalty: 3880.420166
	Iteration 33Q: 3 clusters Score -1.663879e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -16638877.000000 Penalty: 3880.420166
	Iteration 34Q: 3 clusters Score -1.663888e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -16639110.000000 Penalty: 3880.420166
	Iteration 35Q: 3 clusters Score -1.663911e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -16639338.000000 Penalty: 3880.420166
	Iteration 36Q: 3 clusters Score -1.663934e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -16639561.000000 Penalty: 3880.420166
	Iteration 37Q: 3 clusters Score -1.663956e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 125623 members 
Entering Unmasked Estep 
Score: -16639751.000000 Penalty: 3880.420166
	Iteration 38Q: 3 clusters Score -1.663975e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -16639861.000000 Penalty: 3880.420166
	Iteration 39Q: 3 clusters Score -1.663986e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -16639961.000000 Penalty: 3880.420166
	Iteration 40F: 3 clusters Score -1.663996e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -16640234.000000 Penalty: 3880.420166
	Iteration 41Q: 3 clusters Score -1.664023e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -16640335.000000 Penalty: 3880.420166
	Iteration 42Q: 3 clusters Score -1.664034e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 129783 members 
Entering Unmasked Estep 
Score: -16640525.000000 Penalty: 3880.420166
	Iteration 43Q: 3 clusters Score -1.664052e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 130584 members 
Entering Unmasked Estep 
Score: -16640666.000000 Penalty: 3880.420166
	Iteration 44Q: 3 clusters Score -1.664067e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -16640907.000000 Penalty: 3880.420166
	Iteration 45Q: 3 clusters Score -1.664091e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -16641091.000000 Penalty: 3880.420166
	Iteration 46Q: 3 clusters Score -1.664109e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -16641152.000000 Penalty: 3880.420166
	Iteration 47Q: 3 clusters Score -1.664115e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 133529 members 
Entering Unmasked Estep 
Score: -16641272.000000 Penalty: 3880.420166
	Iteration 48Q: 3 clusters Score -1.664127e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -16641351.000000 Penalty: 3880.420166
	Iteration 49Q: 3 clusters Score -1.664135e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -16641439.000000 Penalty: 3880.420166
	Iteration 50Q: 3 clusters Score -1.664144e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 135664 members 
Entering Unmasked Estep 
Score: -16641497.000000 Penalty: 3880.420166
	Iteration 51Q: 3 clusters Score -1.66415e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -16641669.000000 Penalty: 3880.420166
	Iteration 52Q: 3 clusters Score -1.664167e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 137202 members 
Entering Unmasked Estep 
Score: -16641765.000000 Penalty: 3880.420166
	Iteration 53Q: 3 clusters Score -1.664176e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 138032 members 
Entering Unmasked Estep 
Score: -16641945.000000 Penalty: 3880.420166
	Iteration 54Q: 3 clusters Score -1.664194e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 138877 members 
Entering Unmasked Estep 
Score: -16642090.000000 Penalty: 3880.420166
	Iteration 55Q: 3 clusters Score -1.664209e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 139753 members 
Entering Unmasked Estep 
Score: -16642263.000000 Penalty: 3880.420166
	Iteration 56Q: 3 clusters Score -1.664226e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 140662 members 
Entering Unmasked Estep 
Score: -16642442.000000 Penalty: 3880.420166
	Iteration 57Q: 3 clusters Score -1.664244e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -16642646.000000 Penalty: 3880.420166
	Iteration 58Q: 3 clusters Score -1.664265e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -16642788.000000 Penalty: 3880.420166
	Iteration 59Q: 3 clusters Score -1.664279e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 143467 members 
Entering Unmasked Estep 
Score: -16642950.000000 Penalty: 3880.420166
	Iteration 60F: 3 clusters Score -1.664295e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -16643129.000000 Penalty: 3880.420166
	Iteration 61Q: 3 clusters Score -1.664313e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -16643299.000000 Penalty: 3880.420166
	Iteration 62Q: 3 clusters Score -1.66433e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 146238 members 
Entering Unmasked Estep 
Score: -16643563.000000 Penalty: 3880.420166
	Iteration 63Q: 3 clusters Score -1.664356e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -16643810.000000 Penalty: 3880.420166
	Iteration 64Q: 3 clusters Score -1.664381e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -16643984.000000 Penalty: 3880.420166
	Iteration 65Q: 3 clusters Score -1.664398e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -16644192.000000 Penalty: 3880.420166
	Iteration 66Q: 3 clusters Score -1.664419e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 149285 members 
Entering Unmasked Estep 
Score: -16644389.000000 Penalty: 3880.420166
	Iteration 67Q: 3 clusters Score -1.664439e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 149817 members 
Entering Unmasked Estep 
Score: -16644518.000000 Penalty: 3880.420166
	Iteration 68Q: 3 clusters Score -1.664452e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -16644672.000000 Penalty: 3880.420166
	Iteration 69Q: 3 clusters Score -1.664467e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -16644801.000000 Penalty: 3880.420166
	Iteration 70Q: 3 clusters Score -1.66448e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -16644891.000000 Penalty: 3880.420166
	Iteration 71Q: 3 clusters Score -1.664489e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -16644866.000000 Penalty: 3880.420166
	Iteration 72Q: 3 clusters Score -1.664487e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -16644909.000000 Penalty: 3880.420166
	Iteration 73Q: 3 clusters Score -1.664491e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -16644962.000000 Penalty: 3880.420166
	Iteration 74Q: 3 clusters Score -1.664496e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -16645002.000000 Penalty: 3880.420166
	Iteration 75Q: 3 clusters Score -1.6645e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 151617 members 
Entering Unmasked Estep 
Score: -16645015.000000 Penalty: 3880.420166
	Iteration 76Q: 3 clusters Score -1.664502e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -16645043.000000 Penalty: 3880.420166
	Iteration 77Q: 3 clusters Score -1.664504e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -16645086.000000 Penalty: 3880.420166
	Iteration 78Q: 3 clusters Score -1.664509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -16645105.000000 Penalty: 3880.420166
	Iteration 79Q: 3 clusters Score -1.66451e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -16645164.000000 Penalty: 3880.420166
	Iteration 80F: 3 clusters Score -1.664516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 151990 members 
Entering Unmasked Estep 
Score: -16645187.000000 Penalty: 3880.420166
	Iteration 81Q: 3 clusters Score -1.664519e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -16645188.000000 Penalty: 3880.420166
	Iteration 82Q: 3 clusters Score -1.664519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -16645198.000000 Penalty: 3880.420166
	Iteration 83Q: 3 clusters Score -1.66452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -16645222.000000 Penalty: 3880.420166
	Iteration 84Q: 3 clusters Score -1.664522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 152056 members 
Entering Unmasked Estep 
Score: -16645235.000000 Penalty: 3880.420166
	Iteration 85Q: 3 clusters Score -1.664524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 152067 members 
Entering Unmasked Estep 
Score: -16645240.000000 Penalty: 3880.420166
	Iteration 86Q: 3 clusters Score -1.664524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -16645236.000000 Penalty: 3880.420166
	Iteration 87Q: 3 clusters Score -1.664524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -16645243.000000 Penalty: 3880.420166
	Iteration 88Q: 3 clusters Score -1.664524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -16645244.000000 Penalty: 3880.420166
	Iteration 89Q: 3 clusters Score -1.664524e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -16645236.000000 Penalty: 3880.420166
	Iteration 90Q: 3 clusters Score -1.664524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -16645254.000000 Penalty: 3880.420166
	Iteration 91Q: 3 clusters Score -1.664525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -16645256.000000 Penalty: 3880.420166
	Iteration 92Q: 3 clusters Score -1.664526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -16645255.000000 Penalty: 3880.420166
	Iteration 93Q: 3 clusters Score -1.664526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -16645248.000000 Penalty: 3880.420166
	Iteration 94Q: 3 clusters Score -1.664525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 152130 members 
Entering Unmasked Estep 
Score: -16645264.000000 Penalty: 3880.420166
	Iteration 95Q: 3 clusters Score -1.664526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -16645284.000000 Penalty: 3880.420166
	Iteration 96Q: 3 clusters Score -1.664528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -16645278.000000 Penalty: 3880.420166
	Iteration 97Q: 3 clusters Score -1.664528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -16645288.000000 Penalty: 3880.420166
	Iteration 98Q: 3 clusters Score -1.664529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -16645286.000000 Penalty: 3880.420166
	Iteration 99Q: 3 clusters Score -1.664529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -16645299.000000 Penalty: 3880.420166
	Iteration 100F: 3 clusters Score -1.66453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -16645298.000000 Penalty: 3880.420166
	Iteration 101Q: 3 clusters Score -1.66453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -16645305.000000 Penalty: 3880.420166
	Iteration 102Q: 3 clusters Score -1.66453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -16645310.000000 Penalty: 3880.420166
	Iteration 103Q: 3 clusters Score -1.664531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -16645306.000000 Penalty: 3880.420166
	Iteration 104Q: 3 clusters Score -1.664531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -16645314.000000 Penalty: 3880.420166
	Iteration 105Q: 3 clusters Score -1.664531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -16645299.000000 Penalty: 3880.420166
	Iteration 106Q: 3 clusters Score -1.66453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -16645322.000000 Penalty: 3880.420166
	Iteration 107Q: 3 clusters Score -1.664532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -16645327.000000 Penalty: 3880.420166
	Iteration 108Q: 3 clusters Score -1.664533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -16645318.000000 Penalty: 3880.420166
	Iteration 109Q: 3 clusters Score -1.664532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -16645320.000000 Penalty: 3880.420166
	Iteration 110Q: 3 clusters Score -1.664532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 152161 members 
Entering Unmasked Estep 
Score: -16645316.000000 Penalty: 3880.420166
	Iteration 111Q: 3 clusters Score -1.664532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -16645348.000000 Penalty: 3880.420166
	Iteration 112Q: 3 clusters Score -1.664535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -16645361.000000 Penalty: 3880.420166
	Iteration 113Q: 3 clusters Score -1.664536e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -16645419.000000 Penalty: 3880.420166
	Iteration 114Q: 3 clusters Score -1.664542e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -16645464.000000 Penalty: 3880.420166
	Iteration 115Q: 3 clusters Score -1.664546e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -16645500.000000 Penalty: 3880.420166
	Iteration 116Q: 3 clusters Score -1.66455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 152092 members 
Entering Unmasked Estep 
Score: -16645497.000000 Penalty: 3880.420166
	Iteration 117Q: 3 clusters Score -1.66455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -16645502.000000 Penalty: 3880.420166
	Iteration 118Q: 3 clusters Score -1.66455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 152099 members 
Entering Unmasked Estep 
Score: -16645518.000000 Penalty: 3880.420166
	Iteration 119Q: 3 clusters Score -1.664552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -16645578.000000 Penalty: 3880.420166
	Iteration 120F: 3 clusters Score -1.664558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -16645665.000000 Penalty: 3880.420166
	Iteration 121Q: 3 clusters Score -1.664566e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 152036 members 
Entering Unmasked Estep 
Score: -16645725.000000 Penalty: 3880.420166
	Iteration 122Q: 3 clusters Score -1.664572e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -16645750.000000 Penalty: 3880.420166
	Iteration 123Q: 3 clusters Score -1.664575e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 151966 members 
Entering Unmasked Estep 
Score: -16645778.000000 Penalty: 3880.420166
	Iteration 124Q: 3 clusters Score -1.664578e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -16645798.000000 Penalty: 3880.420166
	Iteration 125Q: 3 clusters Score -1.66458e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -16645792.000000 Penalty: 3880.420166
	Iteration 126Q: 3 clusters Score -1.664579e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -16645796.000000 Penalty: 3880.420166
	Iteration 127Q: 3 clusters Score -1.66458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 151898 members 
Entering Unmasked Estep 
Score: -16645804.000000 Penalty: 3880.420166
	Iteration 128Q: 3 clusters Score -1.66458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -16645815.000000 Penalty: 3880.420166
	Iteration 129Q: 3 clusters Score -1.664582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 151895 members 
Entering Unmasked Estep 
Score: -16645808.000000 Penalty: 3880.420166
	Iteration 130Q: 3 clusters Score -1.664581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 151891 members 
Entering Unmasked Estep 
Score: -16645805.000000 Penalty: 3880.420166
	Iteration 131Q: 3 clusters Score -1.66458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 151889 members 
Entering Unmasked Estep 
Score: -16645796.000000 Penalty: 3880.420166
	Iteration 132Q: 3 clusters Score -1.66458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 151888 members 
Entering Unmasked Estep 
Score: -16645796.000000 Penalty: 3880.420166
	Iteration 133Q: 3 clusters Score -1.66458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 151887 members 
Entering Unmasked Estep 
Score: -16645797.000000 Penalty: 3880.420166
	Iteration 134Q: 3 clusters Score -1.66458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 151884 members 
Entering Unmasked Estep 
Score: -16645807.000000 Penalty: 3880.420166
	Iteration 135Q: 3 clusters Score -1.664581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 151881 members 
Entering Unmasked Estep 
Score: -16645804.000000 Penalty: 3880.420166
	Iteration 136Q: 3 clusters Score -1.66458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 151876 members 
Entering Unmasked Estep 
Score: -16645812.000000 Penalty: 3880.420166
	Iteration 137Q: 3 clusters Score -1.664581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -16645811.000000 Penalty: 3880.420166
	Iteration 138Q: 3 clusters Score -1.664581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -16645816.000000 Penalty: 3880.420166
	Iteration 139Q: 3 clusters Score -1.664582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 151874 members 
Entering Unmasked Estep 
Score: -16645815.000000 Penalty: 3880.420166
	Iteration 140F: 3 clusters Score -1.664582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 151869 members 
Entering Unmasked Estep 
Score: -16645826.000000 Penalty: 3880.420166
	Iteration 141Q: 3 clusters Score -1.664583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -16645830.000000 Penalty: 3880.420166
	Iteration 142Q: 3 clusters Score -1.664583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -16645835.000000 Penalty: 3880.420166
	Iteration 143Q: 3 clusters Score -1.664584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -16645828.000000 Penalty: 3880.420166
	Iteration 144Q: 3 clusters Score -1.664583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -16645830.000000 Penalty: 3880.420166
	Iteration 145Q: 3 clusters Score -1.664583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -16645830.000000 Penalty: 3880.420166
	Iteration 146F: 3 clusters Score -1.664583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Entering Unmasked Estep 
Score: -3394291.750000 Penalty: 1681.848755
	Iteration 0F: 2 clusters Score -3394292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3373259.750000 Penalty: 3363.697510
	Iteration 0F: 3 clusters Score -3373260 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3381297.000000 Penalty: 3363.697510
	Iteration 1F: 3 clusters Score -3381297 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3381879.000000 Penalty: 3363.697510
	Iteration 2Q: 3 clusters Score -3381879 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3382661.750000 Penalty: 3363.697510
	Iteration 3F: 3 clusters Score -3382662 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3383844.250000 Penalty: 3363.697510
	Iteration 4F: 3 clusters Score -3383844 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3385631.000000 Penalty: 3363.697510
	Iteration 5F: 3 clusters Score -3385631 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3387796.250000 Penalty: 3363.697510
	Iteration 6F: 3 clusters Score -3387796 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3389664.250000 Penalty: 3363.697510
	Iteration 7F: 3 clusters Score -3389664 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3390814.500000 Penalty: 3363.697510
	Iteration 8F: 3 clusters Score -3390814 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3391371.500000 Penalty: 3363.697510
	Iteration 9Q: 3 clusters Score -3391372 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3391627.000000 Penalty: 3363.697510
	Iteration 10Q: 3 clusters Score -3391627 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3391799.750000 Penalty: 3363.697510
	Iteration 11Q: 3 clusters Score -3391800 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3391926.750000 Penalty: 3363.697510
	Iteration 12Q: 3 clusters Score -3391927 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3392005.750000 Penalty: 3363.697510
	Iteration 13Q: 3 clusters Score -3392006 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3392070.500000 Penalty: 3363.697510
	Iteration 14Q: 3 clusters Score -3392070 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3392099.750000 Penalty: 3363.697510
	Iteration 15Q: 3 clusters Score -3392100 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3392145.000000 Penalty: 3363.697510
	Iteration 16Q: 3 clusters Score -3392145 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3392174.750000 Penalty: 3363.697510
	Iteration 17Q: 3 clusters Score -3392175 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3392202.750000 Penalty: 3363.697510
	Iteration 18Q: 3 clusters Score -3392203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3392241.250000 Penalty: 3363.697510
	Iteration 19Q: 3 clusters Score -3392241 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3392253.250000 Penalty: 3363.697510
	Iteration 20F: 3 clusters Score -3392253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3392264.750000 Penalty: 3363.697510
	Iteration 21Q: 3 clusters Score -3392265 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3392285.750000 Penalty: 3363.697510
	Iteration 22Q: 3 clusters Score -3392286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3392309.750000 Penalty: 3363.697510
	Iteration 23Q: 3 clusters Score -3392310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3392322.000000 Penalty: 3363.697510
	Iteration 24Q: 3 clusters Score -3392322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3392330.250000 Penalty: 3363.697510
	Iteration 25Q: 3 clusters Score -3392330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3392344.000000 Penalty: 3363.697510
	Iteration 26Q: 3 clusters Score -3392344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3392341.250000 Penalty: 3363.697510
	Iteration 27Q: 3 clusters Score -3392341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3392349.750000 Penalty: 3363.697510
	Iteration 28Q: 3 clusters Score -3392350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3392354.250000 Penalty: 3363.697510
	Iteration 29Q: 3 clusters Score -3392354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3392362.000000 Penalty: 3363.697510
	Iteration 30Q: 3 clusters Score -3392362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3392367.750000 Penalty: 3363.697510
	Iteration 31Q: 3 clusters Score -3392368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3392372.500000 Penalty: 3363.697510
	Iteration 32Q: 3 clusters Score -3392372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3392381.000000 Penalty: 3363.697510
	Iteration 33Q: 3 clusters Score -3392381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3392382.750000 Penalty: 3363.697510
	Iteration 34Q: 3 clusters Score -3392383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3392399.000000 Penalty: 3363.697510
	Iteration 35Q: 3 clusters Score -3392399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3392410.250000 Penalty: 3363.697510
	Iteration 36Q: 3 clusters Score -3392410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3392407.750000 Penalty: 3363.697510
	Iteration 37Q: 3 clusters Score -3392408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3392413.500000 Penalty: 3363.697510
	Iteration 38Q: 3 clusters Score -3392414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3392413.250000 Penalty: 3363.697510
	Iteration 39Q: 3 clusters Score -3392413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3392411.750000 Penalty: 3363.697510
	Iteration 40F: 3 clusters Score -3392412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3392410.000000 Penalty: 3363.697510
	Iteration 41Q: 3 clusters Score -3392410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3392417.000000 Penalty: 3363.697510
	Iteration 42Q: 3 clusters Score -3392417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3392409.750000 Penalty: 3363.697510
	Iteration 43Q: 3 clusters Score -3392410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3392417.750000 Penalty: 3363.697510
	Iteration 44Q: 3 clusters Score -3392418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3392417.500000 Penalty: 3363.697510
	Iteration 45Q: 3 clusters Score -3392418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3392412.000000 Penalty: 3363.697510
	Iteration 46Q: 3 clusters Score -3392412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3392425.250000 Penalty: 3363.697510
	Iteration 47Q: 3 clusters Score -3392425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3392440.250000 Penalty: 3363.697510
	Iteration 48Q: 3 clusters Score -3392440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3392432.000000 Penalty: 3363.697510
	Iteration 49Q: 3 clusters Score -3392432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3392454.250000 Penalty: 3363.697510
	Iteration 50Q: 3 clusters Score -3392454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3392454.000000 Penalty: 3363.697510
	Iteration 51Q: 3 clusters Score -3392454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3392467.250000 Penalty: 3363.697510
	Iteration 52Q: 3 clusters Score -3392467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3392480.500000 Penalty: 3363.697510
	Iteration 53Q: 3 clusters Score -3392480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3392493.000000 Penalty: 3363.697510
	Iteration 54Q: 3 clusters Score -3392493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3392487.500000 Penalty: 3363.697510
	Iteration 55Q: 3 clusters Score -3392488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3392504.750000 Penalty: 3363.697510
	Iteration 56Q: 3 clusters Score -3392505 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3392521.750000 Penalty: 3363.697510
	Iteration 57Q: 3 clusters Score -3392522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3392517.250000 Penalty: 3363.697510
	Iteration 58Q: 3 clusters Score -3392517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3392550.500000 Penalty: 3363.697510
	Iteration 59Q: 3 clusters Score -3392550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3392567.500000 Penalty: 3363.697510
	Iteration 60F: 3 clusters Score -3392568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3392579.750000 Penalty: 3363.697510
	Iteration 61Q: 3 clusters Score -3392580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3392607.000000 Penalty: 3363.697510
	Iteration 62Q: 3 clusters Score -3392607 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3392621.000000 Penalty: 3363.697510
	Iteration 63Q: 3 clusters Score -3392621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3392635.250000 Penalty: 3363.697510
	Iteration 64Q: 3 clusters Score -3392635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3392654.500000 Penalty: 3363.697510
	Iteration 65Q: 3 clusters Score -3392654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3392666.250000 Penalty: 3363.697510
	Iteration 66Q: 3 clusters Score -3392666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3392677.000000 Penalty: 3363.697510
	Iteration 67Q: 3 clusters Score -3392677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3392681.250000 Penalty: 3363.697510
	Iteration 68Q: 3 clusters Score -3392681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3392694.500000 Penalty: 3363.697510
	Iteration 69Q: 3 clusters Score -3392694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3392701.750000 Penalty: 3363.697510
	Iteration 70Q: 3 clusters Score -3392702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3392720.250000 Penalty: 3363.697510
	Iteration 71Q: 3 clusters Score -3392720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3392720.000000 Penalty: 3363.697510
	Iteration 72Q: 3 clusters Score -3392720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3392735.250000 Penalty: 3363.697510
	Iteration 73Q: 3 clusters Score -3392735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3392738.750000 Penalty: 3363.697510
	Iteration 74Q: 3 clusters Score -3392739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3392745.500000 Penalty: 3363.697510
	Iteration 75Q: 3 clusters Score -3392746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3392747.500000 Penalty: 3363.697510
	Iteration 76Q: 3 clusters Score -3392748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3392749.750000 Penalty: 3363.697510
	Iteration 77Q: 3 clusters Score -3392750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3392758.000000 Penalty: 3363.697510
	Iteration 78Q: 3 clusters Score -3392758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3392758.500000 Penalty: 3363.697510
	Iteration 79Q: 3 clusters Score -3392758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3392762.000000 Penalty: 3363.697510
	Iteration 80F: 3 clusters Score -3392762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3392763.500000 Penalty: 3363.697510
	Iteration 81Q: 3 clusters Score -3392764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3392768.750000 Penalty: 3363.697510
	Iteration 82Q: 3 clusters Score -3392769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3392776.250000 Penalty: 3363.697510
	Iteration 83Q: 3 clusters Score -3392776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3392776.750000 Penalty: 3363.697510
	Iteration 84Q: 3 clusters Score -3392777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3392778.250000 Penalty: 3363.697510
	Iteration 85Q: 3 clusters Score -3392778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3392773.250000 Penalty: 3363.697510
	Iteration 86Q: 3 clusters Score -3392773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3392772.250000 Penalty: 3363.697510
	Iteration 87Q: 3 clusters Score -3392772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3392776.750000 Penalty: 3363.697510
	Iteration 88Q: 3 clusters Score -3392777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3392776.000000 Penalty: 3363.697510
	Iteration 89Q: 3 clusters Score -3392776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3392776.750000 Penalty: 3363.697510
	Iteration 90Q: 3 clusters Score -3392777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3392776.750000 Penalty: 3363.697510
	Iteration 91F: 3 clusters Score -3392777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Entering Unmasked Estep 
Score: -11550932.000000 Penalty: 1880.756958
	Iteration 0F: 2 clusters Score -1.155093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -11479720.000000 Penalty: 3761.513916
	Iteration 0F: 3 clusters Score -1.147972e+07 nChanged 50893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -11509625.000000 Penalty: 3761.513916
	Iteration 1F: 3 clusters Score -1.150962e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -11511017.000000 Penalty: 3761.513916
	Iteration 2Q: 3 clusters Score -1.151102e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -11513185.000000 Penalty: 3761.513916
	Iteration 3Q: 3 clusters Score -1.151318e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -11516376.000000 Penalty: 3761.513916
	Iteration 4F: 3 clusters Score -1.151638e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -11520428.000000 Penalty: 3761.513916
	Iteration 5F: 3 clusters Score -1.152043e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -11524729.000000 Penalty: 3761.513916
	Iteration 6F: 3 clusters Score -1.152473e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -11528898.000000 Penalty: 3761.513916
	Iteration 7F: 3 clusters Score -1.15289e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -11532293.000000 Penalty: 3761.513916
	Iteration 8F: 3 clusters Score -1.153229e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -11534350.000000 Penalty: 3761.513916
	Iteration 9Q: 3 clusters Score -1.153435e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -11535597.000000 Penalty: 3761.513916
	Iteration 10Q: 3 clusters Score -1.15356e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -11536264.000000 Penalty: 3761.513916
	Iteration 11Q: 3 clusters Score -1.153626e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -11536739.000000 Penalty: 3761.513916
	Iteration 12Q: 3 clusters Score -1.153674e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -11537148.000000 Penalty: 3761.513916
	Iteration 13Q: 3 clusters Score -1.153715e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -11537563.000000 Penalty: 3761.513916
	Iteration 14Q: 3 clusters Score -1.153756e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -11537925.000000 Penalty: 3761.513916
	Iteration 15Q: 3 clusters Score -1.153792e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -11538323.000000 Penalty: 3761.513916
	Iteration 16Q: 3 clusters Score -1.153832e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -11538774.000000 Penalty: 3761.513916
	Iteration 17Q: 3 clusters Score -1.153877e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -11539196.000000 Penalty: 3761.513916
	Iteration 18Q: 3 clusters Score -1.15392e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -11539627.000000 Penalty: 3761.513916
	Iteration 19Q: 3 clusters Score -1.153963e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -11540041.000000 Penalty: 3761.513916
	Iteration 20F: 3 clusters Score -1.154004e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -11540445.000000 Penalty: 3761.513916
	Iteration 21Q: 3 clusters Score -1.154044e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -11540856.000000 Penalty: 3761.513916
	Iteration 22Q: 3 clusters Score -1.154086e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -11541343.000000 Penalty: 3761.513916
	Iteration 23Q: 3 clusters Score -1.154134e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -11541801.000000 Penalty: 3761.513916
	Iteration 24Q: 3 clusters Score -1.15418e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -11542277.000000 Penalty: 3761.513916
	Iteration 25Q: 3 clusters Score -1.154228e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -11542833.000000 Penalty: 3761.513916
	Iteration 26Q: 3 clusters Score -1.154283e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -11543397.000000 Penalty: 3761.513916
	Iteration 27Q: 3 clusters Score -1.15434e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -11543914.000000 Penalty: 3761.513916
	Iteration 28Q: 3 clusters Score -1.154391e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -11544531.000000 Penalty: 3761.513916
	Iteration 29Q: 3 clusters Score -1.154453e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -11545222.000000 Penalty: 3761.513916
	Iteration 30Q: 3 clusters Score -1.154522e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -11545806.000000 Penalty: 3761.513916
	Iteration 31Q: 3 clusters Score -1.154581e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -11546288.000000 Penalty: 3761.513916
	Iteration 32Q: 3 clusters Score -1.154629e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -11546788.000000 Penalty: 3761.513916
	Iteration 33Q: 3 clusters Score -1.154679e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -11547287.000000 Penalty: 3761.513916
	Iteration 34Q: 3 clusters Score -1.154729e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -11547795.000000 Penalty: 3761.513916
	Iteration 35Q: 3 clusters Score -1.15478e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -11548012.000000 Penalty: 3761.513916
	Iteration 36Q: 3 clusters Score -1.154801e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -11548314.000000 Penalty: 3761.513916
	Iteration 37Q: 3 clusters Score -1.154831e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -11548589.000000 Penalty: 3761.513916
	Iteration 38Q: 3 clusters Score -1.154859e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103803 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -11548758.000000 Penalty: 3761.513916
	Iteration 39Q: 3 clusters Score -1.154876e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -11548938.000000 Penalty: 3761.513916
	Iteration 40F: 3 clusters Score -1.154894e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -11549008.000000 Penalty: 3761.513916
	Iteration 41Q: 3 clusters Score -1.154901e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11549070.000000 Penalty: 3761.513916
	Iteration 42Q: 3 clusters Score -1.154907e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11549123.000000 Penalty: 3761.513916
	Iteration 43Q: 3 clusters Score -1.154912e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11549167.000000 Penalty: 3761.513916
	Iteration 44Q: 3 clusters Score -1.154917e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11549177.000000 Penalty: 3761.513916
	Iteration 45Q: 3 clusters Score -1.154918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11549220.000000 Penalty: 3761.513916
	Iteration 46Q: 3 clusters Score -1.154922e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11549236.000000 Penalty: 3761.513916
	Iteration 47Q: 3 clusters Score -1.154924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11549268.000000 Penalty: 3761.513916
	Iteration 48Q: 3 clusters Score -1.154927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11549308.000000 Penalty: 3761.513916
	Iteration 49Q: 3 clusters Score -1.154931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11549326.000000 Penalty: 3761.513916
	Iteration 50Q: 3 clusters Score -1.154933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11549322.000000 Penalty: 3761.513916
	Iteration 51Q: 3 clusters Score -1.154932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11549329.000000 Penalty: 3761.513916
	Iteration 52Q: 3 clusters Score -1.154933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11549324.000000 Penalty: 3761.513916
	Iteration 53Q: 3 clusters Score -1.154932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11549343.000000 Penalty: 3761.513916
	Iteration 54Q: 3 clusters Score -1.154934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11549339.000000 Penalty: 3761.513916
	Iteration 55Q: 3 clusters Score -1.154934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11549342.000000 Penalty: 3761.513916
	Iteration 56Q: 3 clusters Score -1.154934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11549338.000000 Penalty: 3761.513916
	Iteration 57Q: 3 clusters Score -1.154934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11549367.000000 Penalty: 3761.513916
	Iteration 58Q: 3 clusters Score -1.154937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11549368.000000 Penalty: 3761.513916
	Iteration 59Q: 3 clusters Score -1.154937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11549374.000000 Penalty: 3761.513916
	Iteration 60F: 3 clusters Score -1.154937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11549377.000000 Penalty: 3761.513916
	Iteration 61Q: 3 clusters Score -1.154938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11549383.000000 Penalty: 3761.513916
	Iteration 62Q: 3 clusters Score -1.154938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11549382.000000 Penalty: 3761.513916
	Iteration 63Q: 3 clusters Score -1.154938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11549395.000000 Penalty: 3761.513916
	Iteration 64Q: 3 clusters Score -1.15494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11549394.000000 Penalty: 3761.513916
	Iteration 65Q: 3 clusters Score -1.154939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11549390.000000 Penalty: 3761.513916
	Iteration 66Q: 3 clusters Score -1.154939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11549389.000000 Penalty: 3761.513916
	Iteration 67Q: 3 clusters Score -1.154939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11549398.000000 Penalty: 3761.513916
	Iteration 68Q: 3 clusters Score -1.15494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11549394.000000 Penalty: 3761.513916
	Iteration 69Q: 3 clusters Score -1.154939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11549407.000000 Penalty: 3761.513916
	Iteration 70Q: 3 clusters Score -1.154941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11549404.000000 Penalty: 3761.513916
	Iteration 71Q: 3 clusters Score -1.15494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11549410.000000 Penalty: 3761.513916
	Iteration 72Q: 3 clusters Score -1.154941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11549406.000000 Penalty: 3761.513916
	Iteration 73Q: 3 clusters Score -1.154941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11549410.000000 Penalty: 3761.513916
	Iteration 74Q: 3 clusters Score -1.154941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11549404.000000 Penalty: 3761.513916
	Iteration 75Q: 3 clusters Score -1.15494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11549404.000000 Penalty: 3761.513916
	Iteration 76F: 3 clusters Score -1.15494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Entering Unmasked Estep 
Score: -2654173.000000 Penalty: 1639.295654
	Iteration 0F: 2 clusters Score -2654173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2637944.000000 Penalty: 3278.591309
	Iteration 0F: 3 clusters Score -2637944 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2643939.250000 Penalty: 3278.591309
	Iteration 1F: 3 clusters Score -2643939 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2644291.750000 Penalty: 3278.591309
	Iteration 2Q: 3 clusters Score -2644292 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2644624.250000 Penalty: 3278.591309
	Iteration 3Q: 3 clusters Score -2644624 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2644940.500000 Penalty: 3278.591309
	Iteration 4Q: 3 clusters Score -2644940 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2645229.500000 Penalty: 3278.591309
	Iteration 5Q: 3 clusters Score -2645230 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2645516.500000 Penalty: 3278.591309
	Iteration 6Q: 3 clusters Score -2645516 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2645805.500000 Penalty: 3278.591309
	Iteration 7Q: 3 clusters Score -2645806 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2646118.500000 Penalty: 3278.591309
	Iteration 8Q: 3 clusters Score -2646118 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2646537.500000 Penalty: 3278.591309
	Iteration 9Q: 3 clusters Score -2646538 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2647067.000000 Penalty: 3278.591309
	Iteration 10Q: 3 clusters Score -2647067 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2647649.500000 Penalty: 3278.591309
	Iteration 11Q: 3 clusters Score -2647650 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2648278.750000 Penalty: 3278.591309
	Iteration 12Q: 3 clusters Score -2648279 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2648783.000000 Penalty: 3278.591309
	Iteration 13Q: 3 clusters Score -2648783 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2649135.000000 Penalty: 3278.591309
	Iteration 14Q: 3 clusters Score -2649135 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2649370.750000 Penalty: 3278.591309
	Iteration 15Q: 3 clusters Score -2649371 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2649577.000000 Penalty: 3278.591309
	Iteration 16Q: 3 clusters Score -2649577 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2649756.750000 Penalty: 3278.591309
	Iteration 17Q: 3 clusters Score -2649757 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2649903.250000 Penalty: 3278.591309
	Iteration 18Q: 3 clusters Score -2649903 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2650060.250000 Penalty: 3278.591309
	Iteration 19Q: 3 clusters Score -2650060 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2650236.250000 Penalty: 3278.591309
	Iteration 20F: 3 clusters Score -2650236 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2650411.750000 Penalty: 3278.591309
	Iteration 21Q: 3 clusters Score -2650412 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2650605.000000 Penalty: 3278.591309
	Iteration 22Q: 3 clusters Score -2650605 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2650818.000000 Penalty: 3278.591309
	Iteration 23Q: 3 clusters Score -2650818 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2651025.750000 Penalty: 3278.591309
	Iteration 24Q: 3 clusters Score -2651026 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2651276.000000 Penalty: 3278.591309
	Iteration 25Q: 3 clusters Score -2651276 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2651513.500000 Penalty: 3278.591309
	Iteration 26Q: 3 clusters Score -2651514 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2651754.000000 Penalty: 3278.591309
	Iteration 27Q: 3 clusters Score -2651754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2652000.500000 Penalty: 3278.591309
	Iteration 28Q: 3 clusters Score -2652000 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2652226.250000 Penalty: 3278.591309
	Iteration 29Q: 3 clusters Score -2652226 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2652436.500000 Penalty: 3278.591309
	Iteration 30Q: 3 clusters Score -2652436 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2652621.750000 Penalty: 3278.591309
	Iteration 31Q: 3 clusters Score -2652622 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2652747.750000 Penalty: 3278.591309
	Iteration 32Q: 3 clusters Score -2652748 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2652837.750000 Penalty: 3278.591309
	Iteration 33Q: 3 clusters Score -2652838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2652901.000000 Penalty: 3278.591309
	Iteration 34Q: 3 clusters Score -2652901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2652965.000000 Penalty: 3278.591309
	Iteration 35Q: 3 clusters Score -2652965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2653015.500000 Penalty: 3278.591309
	Iteration 36Q: 3 clusters Score -2653016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2653040.000000 Penalty: 3278.591309
	Iteration 37Q: 3 clusters Score -2653040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2653065.000000 Penalty: 3278.591309
	Iteration 38Q: 3 clusters Score -2653065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2653075.250000 Penalty: 3278.591309
	Iteration 39Q: 3 clusters Score -2653075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2653106.500000 Penalty: 3278.591309
	Iteration 40F: 3 clusters Score -2653106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2653131.000000 Penalty: 3278.591309
	Iteration 41Q: 3 clusters Score -2653131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2653136.000000 Penalty: 3278.591309
	Iteration 42Q: 3 clusters Score -2653136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2653138.500000 Penalty: 3278.591309
	Iteration 43Q: 3 clusters Score -2653138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2653142.000000 Penalty: 3278.591309
	Iteration 44Q: 3 clusters Score -2653142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2653144.000000 Penalty: 3278.591309
	Iteration 45Q: 3 clusters Score -2653144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2653144.750000 Penalty: 3278.591309
	Iteration 46Q: 3 clusters Score -2653145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2653147.750000 Penalty: 3278.591309
	Iteration 47Q: 3 clusters Score -2653148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2653153.750000 Penalty: 3278.591309
	Iteration 48Q: 3 clusters Score -2653154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2653154.750000 Penalty: 3278.591309
	Iteration 49Q: 3 clusters Score -2653155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2653155.750000 Penalty: 3278.591309
	Iteration 50Q: 3 clusters Score -2653156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2653160.000000 Penalty: 3278.591309
	Iteration 51Q: 3 clusters Score -2653160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2653160.000000 Penalty: 3278.591309
	Iteration 52F: 3 clusters Score -2653160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (120195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120195 members 
Entering Unmasked Estep 
Score: -13193805.000000 Penalty: 1900.741455
	Iteration 0F: 2 clusters Score -1.31938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -13113499.000000 Penalty: 3801.482910
	Iteration 0F: 3 clusters Score -1.31135e+07 nChanged 57656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -13147042.000000 Penalty: 3801.482910
	Iteration 1F: 3 clusters Score -1.314704e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -13147947.000000 Penalty: 3801.482910
	Iteration 2Q: 3 clusters Score -1.314795e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -13149278.000000 Penalty: 3801.482910
	Iteration 3Q: 3 clusters Score -1.314928e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -13151635.000000 Penalty: 3801.482910
	Iteration 4Q: 3 clusters Score -1.315164e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -13154609.000000 Penalty: 3801.482910
	Iteration 5Q: 3 clusters Score -1.315461e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -13158148.000000 Penalty: 3801.482910
	Iteration 6F: 3 clusters Score -1.315815e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -13161408.000000 Penalty: 3801.482910
	Iteration 7F: 3 clusters Score -1.316141e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -13164382.000000 Penalty: 3801.482910
	Iteration 8F: 3 clusters Score -1.316438e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -13166867.000000 Penalty: 3801.482910
	Iteration 9Q: 3 clusters Score -1.316687e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -13168989.000000 Penalty: 3801.482910
	Iteration 10Q: 3 clusters Score -1.316899e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -13170957.000000 Penalty: 3801.482910
	Iteration 11Q: 3 clusters Score -1.317096e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -13172612.000000 Penalty: 3801.482910
	Iteration 12Q: 3 clusters Score -1.317261e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -13174121.000000 Penalty: 3801.482910
	Iteration 13Q: 3 clusters Score -1.317412e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -13175324.000000 Penalty: 3801.482910
	Iteration 14Q: 3 clusters Score -1.317532e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -13176233.000000 Penalty: 3801.482910
	Iteration 15Q: 3 clusters Score -1.317623e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -13177146.000000 Penalty: 3801.482910
	Iteration 16Q: 3 clusters Score -1.317715e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -13178088.000000 Penalty: 3801.482910
	Iteration 17Q: 3 clusters Score -1.317809e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -13178959.000000 Penalty: 3801.482910
	Iteration 18Q: 3 clusters Score -1.317896e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -13180089.000000 Penalty: 3801.482910
	Iteration 19Q: 3 clusters Score -1.318009e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -13181341.000000 Penalty: 3801.482910
	Iteration 20F: 3 clusters Score -1.318134e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -13182584.000000 Penalty: 3801.482910
	Iteration 21Q: 3 clusters Score -1.318258e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -13183849.000000 Penalty: 3801.482910
	Iteration 22Q: 3 clusters Score -1.318385e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -13185004.000000 Penalty: 3801.482910
	Iteration 23Q: 3 clusters Score -1.3185e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -13186058.000000 Penalty: 3801.482910
	Iteration 24Q: 3 clusters Score -1.318606e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -13187063.000000 Penalty: 3801.482910
	Iteration 25Q: 3 clusters Score -1.318706e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -13187884.000000 Penalty: 3801.482910
	Iteration 26Q: 3 clusters Score -1.318788e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -13188562.000000 Penalty: 3801.482910
	Iteration 27Q: 3 clusters Score -1.318856e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -13189135.000000 Penalty: 3801.482910
	Iteration 28Q: 3 clusters Score -1.318914e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102355 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -13189593.000000 Penalty: 3801.482910
	Iteration 29Q: 3 clusters Score -1.318959e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -13190004.000000 Penalty: 3801.482910
	Iteration 30Q: 3 clusters Score -1.319e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -13190368.000000 Penalty: 3801.482910
	Iteration 31Q: 3 clusters Score -1.319037e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -13190595.000000 Penalty: 3801.482910
	Iteration 32Q: 3 clusters Score -1.31906e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -13190892.000000 Penalty: 3801.482910
	Iteration 33Q: 3 clusters Score -1.319089e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -13191080.000000 Penalty: 3801.482910
	Iteration 34Q: 3 clusters Score -1.319108e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -13191313.000000 Penalty: 3801.482910
	Iteration 35Q: 3 clusters Score -1.319131e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -13191470.000000 Penalty: 3801.482910
	Iteration 36Q: 3 clusters Score -1.319147e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -13191660.000000 Penalty: 3801.482910
	Iteration 37Q: 3 clusters Score -1.319166e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -13191769.000000 Penalty: 3801.482910
	Iteration 38Q: 3 clusters Score -1.319177e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -13191907.000000 Penalty: 3801.482910
	Iteration 39Q: 3 clusters Score -1.319191e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -13191992.000000 Penalty: 3801.482910
	Iteration 40F: 3 clusters Score -1.319199e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -13192084.000000 Penalty: 3801.482910
	Iteration 41Q: 3 clusters Score -1.319208e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -13192124.000000 Penalty: 3801.482910
	Iteration 42Q: 3 clusters Score -1.319212e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -13192187.000000 Penalty: 3801.482910
	Iteration 43Q: 3 clusters Score -1.319219e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -13192166.000000 Penalty: 3801.482910
	Iteration 44Q: 3 clusters Score -1.319217e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -13192232.000000 Penalty: 3801.482910
	Iteration 45Q: 3 clusters Score -1.319223e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -13192335.000000 Penalty: 3801.482910
	Iteration 46Q: 3 clusters Score -1.319234e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -13192367.000000 Penalty: 3801.482910
	Iteration 47Q: 3 clusters Score -1.319237e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -13192428.000000 Penalty: 3801.482910
	Iteration 48Q: 3 clusters Score -1.319243e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -13192468.000000 Penalty: 3801.482910
	Iteration 49Q: 3 clusters Score -1.319247e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113331 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -13192557.000000 Penalty: 3801.482910
	Iteration 50Q: 3 clusters Score -1.319256e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -13192589.000000 Penalty: 3801.482910
	Iteration 51Q: 3 clusters Score -1.319259e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -13192646.000000 Penalty: 3801.482910
	Iteration 52Q: 3 clusters Score -1.319265e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -13192696.000000 Penalty: 3801.482910
	Iteration 53Q: 3 clusters Score -1.31927e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -13192696.000000 Penalty: 3801.482910
	Iteration 54Q: 3 clusters Score -1.31927e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -13192749.000000 Penalty: 3801.482910
	Iteration 55Q: 3 clusters Score -1.319275e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -13192764.000000 Penalty: 3801.482910
	Iteration 56Q: 3 clusters Score -1.319276e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -13192785.000000 Penalty: 3801.482910
	Iteration 57Q: 3 clusters Score -1.319278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -13192810.000000 Penalty: 3801.482910
	Iteration 58Q: 3 clusters Score -1.319281e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114880 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -13192825.000000 Penalty: 3801.482910
	Iteration 59Q: 3 clusters Score -1.319282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -13192851.000000 Penalty: 3801.482910
	Iteration 60F: 3 clusters Score -1.319285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -13192871.000000 Penalty: 3801.482910
	Iteration 61Q: 3 clusters Score -1.319287e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -13192900.000000 Penalty: 3801.482910
	Iteration 62Q: 3 clusters Score -1.31929e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -13192940.000000 Penalty: 3801.482910
	Iteration 63Q: 3 clusters Score -1.319294e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -13192960.000000 Penalty: 3801.482910
	Iteration 64Q: 3 clusters Score -1.319296e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -13192939.000000 Penalty: 3801.482910
	Iteration 65Q: 3 clusters Score -1.319294e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -13192970.000000 Penalty: 3801.482910
	Iteration 66Q: 3 clusters Score -1.319297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -13192962.000000 Penalty: 3801.482910
	Iteration 67Q: 3 clusters Score -1.319296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -13192954.000000 Penalty: 3801.482910
	Iteration 68Q: 3 clusters Score -1.319295e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -13192936.000000 Penalty: 3801.482910
	Iteration 69Q: 3 clusters Score -1.319294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -13192917.000000 Penalty: 3801.482910
	Iteration 70Q: 3 clusters Score -1.319292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115680 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -13192913.000000 Penalty: 3801.482910
	Iteration 71Q: 3 clusters Score -1.319291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115709 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -13192939.000000 Penalty: 3801.482910
	Iteration 72Q: 3 clusters Score -1.319294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -13192930.000000 Penalty: 3801.482910
	Iteration 73Q: 3 clusters Score -1.319293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -13192935.000000 Penalty: 3801.482910
	Iteration 74Q: 3 clusters Score -1.319294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -13192928.000000 Penalty: 3801.482910
	Iteration 75Q: 3 clusters Score -1.319293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -13192915.000000 Penalty: 3801.482910
	Iteration 76Q: 3 clusters Score -1.319292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -13192916.000000 Penalty: 3801.482910
	Iteration 77Q: 3 clusters Score -1.319292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -13192922.000000 Penalty: 3801.482910
	Iteration 78Q: 3 clusters Score -1.319292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -13192910.000000 Penalty: 3801.482910
	Iteration 79Q: 3 clusters Score -1.319291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -13192916.000000 Penalty: 3801.482910
	Iteration 80F: 3 clusters Score -1.319292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -13192919.000000 Penalty: 3801.482910
	Iteration 81Q: 3 clusters Score -1.319292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -13192927.000000 Penalty: 3801.482910
	Iteration 82Q: 3 clusters Score -1.319293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -13192928.000000 Penalty: 3801.482910
	Iteration 83Q: 3 clusters Score -1.319293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115812 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -13192934.000000 Penalty: 3801.482910
	Iteration 84Q: 3 clusters Score -1.319293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115812 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -13192934.000000 Penalty: 3801.482910
	Iteration 85F: 3 clusters Score -1.319293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -494619.468750 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -494619.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -490968.437500 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -490968.4 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -492321.875000 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -492321.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -492842.062500 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -492842.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -493256.937500 Penalty: 2734.134521
	Iteration 3F: 3 clusters Score -493256.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -493605.093750 Penalty: 2734.134521
	Iteration 4F: 3 clusters Score -493605.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -493910.437500 Penalty: 2734.134521
	Iteration 5F: 3 clusters Score -493910.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -494145.250000 Penalty: 2734.134521
	Iteration 6F: 3 clusters Score -494145.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -494304.468750 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -494304.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -494398.906250 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -494398.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -494476.468750 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -494476.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -494515.312500 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -494515.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -494536.625000 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -494536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -494552.843750 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -494552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -494565.437500 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -494565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -494573.656250 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -494573.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -494588.500000 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -494588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -494599.656250 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -494599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -494608.812500 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -494608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -494608.812500 Penalty: 2734.134521
	Iteration 18F: 3 clusters Score -494608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 10 contains 111166 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 190401 members 
Mstep: Class 13 contains 153239 members 
Mstep: Class 15 contains 31252 members 
Mstep: Class 20 contains 106286 members 
Mstep: Class 21 contains 24052 members 
Mstep: Class 22 contains 120195 members 
Mstep: Class 23 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98830160.000000 Penalty: 42425.843750
Iteration 39Q: 20 clusters Score -9.883016e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 13820 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 46593 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 23447 members 
Mstep: Class 8 contains 337 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 112649 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 189988 members 
Mstep: Class 13 contains 154198 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 20 contains 103367 members 
Mstep: Class 21 contains 24224 members 
Mstep: Class 22 contains 120368 members 
Mstep: Class 23 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98833728.000000 Penalty: 42425.843750
Iteration 40F: 20 clusters Score -9.883373e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 14205 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 47231 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 113963 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 188702 members 
Mstep: Class 13 contains 154107 members 
Mstep: Class 14 contains 10734 members 
Mstep: Class 15 contains 32608 members 
Mstep: Class 20 contains 100295 members 
Mstep: Class 21 contains 24361 members 
Mstep: Class 22 contains 120172 members 
Mstep: Class 23 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98836360.000000 Penalty: 42425.843750
Iteration 41Q: 20 clusters Score -9.883636e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 14484 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 47622 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 24218 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 115235 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 188030 members 
Mstep: Class 13 contains 153896 members 
Mstep: Class 14 contains 11153 members 
Mstep: Class 15 contains 33447 members 
Mstep: Class 20 contains 97295 members 
Mstep: Class 21 contains 24489 members 
Mstep: Class 22 contains 120022 members 
Mstep: Class 23 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98838384.000000 Penalty: 42425.843750
Iteration 42Q: 20 clusters Score -9.883838e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 47914 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 24535 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 116493 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 187678 members 
Mstep: Class 13 contains 153607 members 
Mstep: Class 14 contains 11555 members 
Mstep: Class 15 contains 34342 members 
Mstep: Class 20 contains 94275 members 
Mstep: Class 21 contains 24624 members 
Mstep: Class 22 contains 119924 members 
Mstep: Class 23 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840496.000000 Penalty: 42425.843750
Iteration 43Q: 20 clusters Score -9.88405e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 2648 members 
Mstep: Class 4 contains 48170 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 24880 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 117698 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 187415 members 
Mstep: Class 13 contains 153301 members 
Mstep: Class 14 contains 11929 members 
Mstep: Class 15 contains 35252 members 
Mstep: Class 20 contains 91277 members 
Mstep: Class 21 contains 24746 members 
Mstep: Class 22 contains 119856 members 
Mstep: Class 23 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98842280.000000 Penalty: 42425.843750
Iteration 44Q: 20 clusters Score -9.884228e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 48378 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 118823 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 187296 members 
Mstep: Class 13 contains 152996 members 
Mstep: Class 14 contains 12250 members 
Mstep: Class 15 contains 36165 members 
Mstep: Class 20 contains 88354 members 
Mstep: Class 21 contains 24894 members 
Mstep: Class 22 contains 119803 members 
Mstep: Class 23 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98844280.000000 Penalty: 42425.843750
Iteration 45Q: 20 clusters Score -9.884428e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 15228 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 48551 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 25490 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 119913 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 187253 members 
Mstep: Class 13 contains 152634 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 37059 members 
Mstep: Class 20 contains 85520 members 
Mstep: Class 21 contains 25041 members 
Mstep: Class 22 contains 119768 members 
Mstep: Class 23 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846136.000000 Penalty: 42425.843750
Iteration 46Q: 20 clusters Score -9.884614e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 15358 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 48712 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 25783 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 120919 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 187142 members 
Mstep: Class 13 contains 152273 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 37997 members 
Mstep: Class 20 contains 82927 members 
Mstep: Class 21 contains 25165 members 
Mstep: Class 22 contains 119739 members 
Mstep: Class 23 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847280.000000 Penalty: 42425.843750
Iteration 47Q: 20 clusters Score -9.884728e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 2895 members 
Mstep: Class 4 contains 48852 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 26091 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 121809 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 187000 members 
Mstep: Class 13 contains 151909 members 
Mstep: Class 14 contains 13247 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 20 contains 80503 members 
Mstep: Class 21 contains 25286 members 
Mstep: Class 22 contains 119716 members 
Mstep: Class 23 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98848112.000000 Penalty: 42425.843750
Iteration 48Q: 20 clusters Score -9.884811e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 49002 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 26401 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 122638 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 186886 members 
Mstep: Class 13 contains 151515 members 
Mstep: Class 14 contains 13557 members 
Mstep: Class 15 contains 39880 members 
Mstep: Class 20 contains 78191 members 
Mstep: Class 21 contains 25426 members 
Mstep: Class 22 contains 119707 members 
Mstep: Class 23 contains 3689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849288.000000 Penalty: 42425.843750
Iteration 49Q: 20 clusters Score -9.884929e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 49134 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 123323 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 186795 members 
Mstep: Class 13 contains 151128 members 
Mstep: Class 14 contains 13858 members 
Mstep: Class 15 contains 40758 members 
Mstep: Class 20 contains 76019 members 
Mstep: Class 21 contains 25595 members 
Mstep: Class 22 contains 119712 members 
Mstep: Class 23 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850520.000000 Penalty: 42425.843750
Iteration 50Q: 20 clusters Score -9.885052e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 15702 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 49262 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 27033 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 123939 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 186658 members 
Mstep: Class 13 contains 150795 members 
Mstep: Class 14 contains 14123 members 
Mstep: Class 15 contains 41621 members 
Mstep: Class 20 contains 73943 members 
Mstep: Class 21 contains 25764 members 
Mstep: Class 22 contains 119710 members 
Mstep: Class 23 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851584.000000 Penalty: 42425.843750
Iteration 51Q: 20 clusters Score -9.885158e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 49413 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 27297 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 9 contains 3253 members 
Mstep: Class 10 contains 124473 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 186484 members 
Mstep: Class 13 contains 150431 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 42464 members 
Mstep: Class 20 contains 71988 members 
Mstep: Class 21 contains 26001 members 
Mstep: Class 22 contains 119714 members 
Mstep: Class 23 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851696.000000 Penalty: 42425.843750
Iteration 52Q: 20 clusters Score -9.88517e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 15952 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 49566 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 27530 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 124898 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 186290 members 
Mstep: Class 13 contains 150079 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 43277 members 
Mstep: Class 20 contains 70221 members 
Mstep: Class 21 contains 26251 members 
Mstep: Class 22 contains 119729 members 
Mstep: Class 23 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852240.000000 Penalty: 42425.843750
Iteration 53Q: 20 clusters Score -9.885224e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 16075 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 49699 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 27764 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 125245 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 186076 members 
Mstep: Class 13 contains 149810 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 44020 members 
Mstep: Class 20 contains 68520 members 
Mstep: Class 21 contains 26525 members 
Mstep: Class 22 contains 119752 members 
Mstep: Class 23 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853024.000000 Penalty: 42425.843750
Iteration 54Q: 20 clusters Score -9.885302e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 16180 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 49850 members 
Mstep: Class 5 contains 3132 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 27977 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 125584 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 185764 members 
Mstep: Class 13 contains 149587 members 
Mstep: Class 14 contains 15172 members 
Mstep: Class 15 contains 44758 members 
Mstep: Class 20 contains 66873 members 
Mstep: Class 21 contains 26836 members 
Mstep: Class 22 contains 119771 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853472.000000 Penalty: 42425.843750
Iteration 55Q: 20 clusters Score -9.885347e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 16293 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 50036 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 28184 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 3278 members 
Mstep: Class 10 contains 125851 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 185388 members 
Mstep: Class 13 contains 149378 members 
Mstep: Class 14 contains 15404 members 
Mstep: Class 15 contains 45441 members 
Mstep: Class 20 contains 65389 members 
Mstep: Class 21 contains 27151 members 
Mstep: Class 22 contains 119801 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853952.000000 Penalty: 42425.843750
Iteration 56Q: 20 clusters Score -9.885395e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 16420 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 28370 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3281 members 
Mstep: Class 10 contains 126069 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 185005 members 
Mstep: Class 13 contains 149166 members 
Mstep: Class 14 contains 15609 members 
Mstep: Class 15 contains 46135 members 
Mstep: Class 20 contains 64083 members 
Mstep: Class 21 contains 27443 members 
Mstep: Class 22 contains 119822 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854368.000000 Penalty: 42425.843750
Iteration 57Q: 20 clusters Score -9.885437e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 16600 members 
Mstep: Class 3 contains 3161 members 
Mstep: Class 4 contains 50340 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 28556 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 126245 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 184548 members 
Mstep: Class 13 contains 148962 members 
Mstep: Class 14 contains 15827 members 
Mstep: Class 15 contains 46810 members 
Mstep: Class 20 contains 62892 members 
Mstep: Class 21 contains 27695 members 
Mstep: Class 22 contains 119841 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854824.000000 Penalty: 42425.843750
Iteration 58Q: 20 clusters Score -9.885482e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 16806 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 50468 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 28727 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 126387 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 184085 members 
Mstep: Class 13 contains 148744 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 47500 members 
Mstep: Class 20 contains 61797 members 
Mstep: Class 21 contains 27936 members 
Mstep: Class 22 contains 119846 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855048.000000 Penalty: 42425.843750
Iteration 59Q: 20 clusters Score -9.885505e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 17009 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 50604 members 
Mstep: Class 5 contains 3141 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 28883 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 126521 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 183620 members 
Mstep: Class 13 contains 148525 members 
Mstep: Class 14 contains 16255 members 
Mstep: Class 15 contains 48163 members 
Mstep: Class 20 contains 60705 members 
Mstep: Class 21 contains 28180 members 
Mstep: Class 22 contains 119881 members 
Mstep: Class 23 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855400.000000 Penalty: 42425.843750
Iteration 60F: 20 clusters Score -9.88554e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 17236 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 50741 members 
Mstep: Class 5 contains 3138 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 29019 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 126642 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 183181 members 
Mstep: Class 13 contains 148279 members 
Mstep: Class 14 contains 16437 members 
Mstep: Class 15 contains 48808 members 
Mstep: Class 20 contains 59702 members 
Mstep: Class 21 contains 28443 members 
Mstep: Class 22 contains 119908 members 
Mstep: Class 23 contains 3505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856024.000000 Penalty: 42425.843750
Iteration 61Q: 20 clusters Score -9.885602e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 17424 members 
Mstep: Class 3 contains 3212 members 
Mstep: Class 4 contains 50874 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 29131 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 126757 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 182777 members 
Mstep: Class 13 contains 148076 members 
Mstep: Class 14 contains 16603 members 
Mstep: Class 15 contains 49391 members 
Mstep: Class 20 contains 58841 members 
Mstep: Class 21 contains 28692 members 
Mstep: Class 22 contains 119927 members 
Mstep: Class 23 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856112.000000 Penalty: 42425.843750
Iteration 62Q: 20 clusters Score -9.885611e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 17621 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 50983 members 
Mstep: Class 5 contains 3138 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 29252 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 126819 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 182410 members 
Mstep: Class 13 contains 147851 members 
Mstep: Class 14 contains 16744 members 
Mstep: Class 15 contains 49972 members 
Mstep: Class 20 contains 58074 members 
Mstep: Class 21 contains 28943 members 
Mstep: Class 22 contains 119934 members 
Mstep: Class 23 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856528.000000 Penalty: 42425.843750
Iteration 63Q: 20 clusters Score -9.885653e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 17834 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 51082 members 
Mstep: Class 5 contains 3140 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 29357 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 126890 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 182019 members 
Mstep: Class 13 contains 147680 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 50514 members 
Mstep: Class 20 contains 57325 members 
Mstep: Class 21 contains 29202 members 
Mstep: Class 22 contains 119934 members 
Mstep: Class 23 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856816.000000 Penalty: 42425.843750
Iteration 64Q: 20 clusters Score -9.885682e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 17989 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 51171 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 29459 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 126946 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 181623 members 
Mstep: Class 13 contains 147554 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 51036 members 
Mstep: Class 20 contains 56625 members 
Mstep: Class 21 contains 29446 members 
Mstep: Class 22 contains 119935 members 
Mstep: Class 23 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857368.000000 Penalty: 42425.843750
Iteration 65Q: 20 clusters Score -9.885737e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 18142 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 51251 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 29562 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 126987 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 181264 members 
Mstep: Class 13 contains 147422 members 
Mstep: Class 14 contains 17053 members 
Mstep: Class 15 contains 51565 members 
Mstep: Class 20 contains 55928 members 
Mstep: Class 21 contains 29710 members 
Mstep: Class 22 contains 119949 members 
Mstep: Class 23 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858056.000000 Penalty: 42425.843750
Iteration 66Q: 20 clusters Score -9.885806e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 51329 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 29662 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 127001 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 180949 members 
Mstep: Class 13 contains 147275 members 
Mstep: Class 14 contains 17164 members 
Mstep: Class 15 contains 52051 members 
Mstep: Class 20 contains 55328 members 
Mstep: Class 21 contains 29973 members 
Mstep: Class 22 contains 119965 members 
Mstep: Class 23 contains 3465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858408.000000 Penalty: 42425.843750
Iteration 67Q: 20 clusters Score -9.885841e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 18360 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 51429 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 29772 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 126967 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 180614 members 
Mstep: Class 13 contains 147139 members 
Mstep: Class 14 contains 17245 members 
Mstep: Class 15 contains 52518 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 119988 members 
Mstep: Class 23 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858656.000000 Penalty: 42425.843750
Iteration 68Q: 20 clusters Score -9.885866e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 18456 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 51528 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 29890 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 126946 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 180255 members 
Mstep: Class 13 contains 146991 members 
Mstep: Class 14 contains 17328 members 
Mstep: Class 15 contains 52978 members 
Mstep: Class 20 contains 54398 members 
Mstep: Class 21 contains 30379 members 
Mstep: Class 22 contains 120011 members 
Mstep: Class 23 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859232.000000 Penalty: 42425.843750
Iteration 69Q: 20 clusters Score -9.885923e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 18531 members 
Mstep: Class 3 contains 3249 members 
Mstep: Class 4 contains 51612 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 30043 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 126913 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 179953 members 
Mstep: Class 13 contains 146807 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 53403 members 
Mstep: Class 20 contains 54008 members 
Mstep: Class 21 contains 30537 members 
Mstep: Class 22 contains 120034 members 
Mstep: Class 23 contains 3485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859496.000000 Penalty: 42425.843750
Iteration 70Q: 20 clusters Score -9.88595e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 18575 members 
Mstep: Class 3 contains 3252 members 
Mstep: Class 4 contains 51705 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 30245 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 126883 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 179652 members 
Mstep: Class 13 contains 146595 members 
Mstep: Class 14 contains 17467 members 
Mstep: Class 15 contains 53841 members 
Mstep: Class 20 contains 53634 members 
Mstep: Class 21 contains 30673 members 
Mstep: Class 22 contains 120064 members 
Mstep: Class 23 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859792.000000 Penalty: 42425.843750
Iteration 71Q: 20 clusters Score -9.885979e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 18603 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 51754 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 30433 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 126842 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 179342 members 
Mstep: Class 13 contains 146407 members 
Mstep: Class 14 contains 17521 members 
Mstep: Class 15 contains 54331 members 
Mstep: Class 20 contains 53283 members 
Mstep: Class 21 contains 30811 members 
Mstep: Class 22 contains 120104 members 
Mstep: Class 23 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860056.000000 Penalty: 42425.843750
Iteration 72Q: 20 clusters Score -9.886006e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 18632 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 51806 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 30591 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 126810 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 179034 members 
Mstep: Class 13 contains 146272 members 
Mstep: Class 14 contains 17562 members 
Mstep: Class 15 contains 54806 members 
Mstep: Class 20 contains 52939 members 
Mstep: Class 21 contains 30925 members 
Mstep: Class 22 contains 120138 members 
Mstep: Class 23 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860232.000000 Penalty: 42425.843750
Iteration 73Q: 20 clusters Score -9.886023e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 18640 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 4 contains 51859 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 30734 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 126799 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 178759 members 
Mstep: Class 13 contains 146118 members 
Mstep: Class 14 contains 17600 members 
Mstep: Class 15 contains 55266 members 
Mstep: Class 20 contains 52634 members 
Mstep: Class 21 contains 31026 members 
Mstep: Class 22 contains 120175 members 
Mstep: Class 23 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860456.000000 Penalty: 42425.843750
Iteration 74Q: 20 clusters Score -9.886046e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 51907 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 30898 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 126761 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 178495 members 
Mstep: Class 13 contains 146007 members 
Mstep: Class 14 contains 17639 members 
Mstep: Class 15 contains 55686 members 
Mstep: Class 20 contains 52344 members 
Mstep: Class 21 contains 31110 members 
Mstep: Class 22 contains 120216 members 
Mstep: Class 23 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860344.000000 Penalty: 42425.843750
Iteration 75Q: 20 clusters Score -9.886034e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 18642 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 51946 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 31052 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 126733 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 178181 members 
Mstep: Class 13 contains 145880 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 15 contains 56165 members 
Mstep: Class 20 contains 52092 members 
Mstep: Class 21 contains 31189 members 
Mstep: Class 22 contains 120237 members 
Mstep: Class 23 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860272.000000 Penalty: 42425.843750
Iteration 76Q: 20 clusters Score -9.886027e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 18607 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 51962 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 126720 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 177893 members 
Mstep: Class 13 contains 145738 members 
Mstep: Class 14 contains 17693 members 
Mstep: Class 15 contains 56628 members 
Mstep: Class 20 contains 51880 members 
Mstep: Class 21 contains 31251 members 
Mstep: Class 22 contains 120249 members 
Mstep: Class 23 contains 3496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860448.000000 Penalty: 42425.843750
Iteration 77Q: 20 clusters Score -9.886045e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 18582 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 51993 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 31372 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 126696 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 177610 members 
Mstep: Class 13 contains 145590 members 
Mstep: Class 14 contains 17718 members 
Mstep: Class 15 contains 57073 members 
Mstep: Class 20 contains 51675 members 
Mstep: Class 21 contains 31310 members 
Mstep: Class 22 contains 120266 members 
Mstep: Class 23 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860688.000000 Penalty: 42425.843750
Iteration 78Q: 20 clusters Score -9.886069e+07 nChanged 1317
Entering ConstructFrom: 
Score: -98860688.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (79814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Entering Unmasked Estep 
Score: -8764437.000000 Penalty: 1834.211426
	Iteration 0F: 2 clusters Score -8764437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -8710959.000000 Penalty: 3668.422852
	Iteration 0F: 3 clusters Score -8710959 nChanged 38135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -8732675.000000 Penalty: 3668.422852
	Iteration 1F: 3 clusters Score -8732675 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -8733276.000000 Penalty: 3668.422852
	Iteration 2Q: 3 clusters Score -8733276 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -8734111.000000 Penalty: 3668.422852
	Iteration 3Q: 3 clusters Score -8734111 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -8735320.000000 Penalty: 3668.422852
	Iteration 4Q: 3 clusters Score -8735320 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -8737178.000000 Penalty: 3668.422852
	Iteration 5Q: 3 clusters Score -8737178 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8740301.000000 Penalty: 3668.422852
	Iteration 6F: 3 clusters Score -8740301 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -8744689.000000 Penalty: 3668.422852
	Iteration 7F: 3 clusters Score -8744689 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -8749814.000000 Penalty: 3668.422852
	Iteration 8F: 3 clusters Score -8749814 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -8754603.000000 Penalty: 3668.422852
	Iteration 9F: 3 clusters Score -8754603 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8758085.000000 Penalty: 3668.422852
	Iteration 10Q: 3 clusters Score -8758085 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8760146.000000 Penalty: 3668.422852
	Iteration 11Q: 3 clusters Score -8760146 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8761343.000000 Penalty: 3668.422852
	Iteration 12Q: 3 clusters Score -8761343 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8761975.000000 Penalty: 3668.422852
	Iteration 13Q: 3 clusters Score -8761975 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8762358.000000 Penalty: 3668.422852
	Iteration 14Q: 3 clusters Score -8762358 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8762552.000000 Penalty: 3668.422852
	Iteration 15Q: 3 clusters Score -8762552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8762675.000000 Penalty: 3668.422852
	Iteration 16Q: 3 clusters Score -8762675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8762714.000000 Penalty: 3668.422852
	Iteration 17Q: 3 clusters Score -8762714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8762734.000000 Penalty: 3668.422852
	Iteration 18Q: 3 clusters Score -8762734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8762755.000000 Penalty: 3668.422852
	Iteration 19Q: 3 clusters Score -8762755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8762774.000000 Penalty: 3668.422852
	Iteration 20F: 3 clusters Score -8762774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8762785.000000 Penalty: 3668.422852
	Iteration 21Q: 3 clusters Score -8762785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8762799.000000 Penalty: 3668.422852
	Iteration 22Q: 3 clusters Score -8762799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8762806.000000 Penalty: 3668.422852
	Iteration 23Q: 3 clusters Score -8762806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8762807.000000 Penalty: 3668.422852
	Iteration 24Q: 3 clusters Score -8762807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8762813.000000 Penalty: 3668.422852
	Iteration 25Q: 3 clusters Score -8762813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8762804.000000 Penalty: 3668.422852
	Iteration 26Q: 3 clusters Score -8762804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8762820.000000 Penalty: 3668.422852
	Iteration 27Q: 3 clusters Score -8762820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8762820.000000 Penalty: 3668.422852
	Iteration 28F: 3 clusters Score -8762820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Entering Unmasked Estep 
Score: -2069501.375000 Penalty: 1596.832275
	Iteration 0F: 2 clusters Score -2069501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2056850.875000 Penalty: 3193.664551
	Iteration 0F: 3 clusters Score -2056851 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2061130.000000 Penalty: 3193.664551
	Iteration 1F: 3 clusters Score -2061130 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2061438.250000 Penalty: 3193.664551
	Iteration 2Q: 3 clusters Score -2061438 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2061685.250000 Penalty: 3193.664551
	Iteration 3Q: 3 clusters Score -2061685 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2061933.125000 Penalty: 3193.664551
	Iteration 4Q: 3 clusters Score -2061933 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2062204.375000 Penalty: 3193.664551
	Iteration 5Q: 3 clusters Score -2062204 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2062553.000000 Penalty: 3193.664551
	Iteration 6Q: 3 clusters Score -2062553 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2063084.250000 Penalty: 3193.664551
	Iteration 7F: 3 clusters Score -2063084 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2063801.000000 Penalty: 3193.664551
	Iteration 8F: 3 clusters Score -2063801 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2064795.750000 Penalty: 3193.664551
	Iteration 9F: 3 clusters Score -2064796 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2065999.250000 Penalty: 3193.664551
	Iteration 10F: 3 clusters Score -2065999 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2066978.500000 Penalty: 3193.664551
	Iteration 11F: 3 clusters Score -2066978 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2067559.625000 Penalty: 3193.664551
	Iteration 12Q: 3 clusters Score -2067560 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2067845.625000 Penalty: 3193.664551
	Iteration 13Q: 3 clusters Score -2067846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2067978.375000 Penalty: 3193.664551
	Iteration 14Q: 3 clusters Score -2067978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2068031.250000 Penalty: 3193.664551
	Iteration 15Q: 3 clusters Score -2068031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2068048.000000 Penalty: 3193.664551
	Iteration 16Q: 3 clusters Score -2068048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2068070.125000 Penalty: 3193.664551
	Iteration 17Q: 3 clusters Score -2068070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2068076.875000 Penalty: 3193.664551
	Iteration 18Q: 3 clusters Score -2068077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2068089.375000 Penalty: 3193.664551
	Iteration 19Q: 3 clusters Score -2068089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2068100.125000 Penalty: 3193.664551
	Iteration 20F: 3 clusters Score -2068100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2068106.750000 Penalty: 3193.664551
	Iteration 21Q: 3 clusters Score -2068107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2068111.125000 Penalty: 3193.664551
	Iteration 22Q: 3 clusters Score -2068111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2068111.125000 Penalty: 3193.664551
	Iteration 23F: 3 clusters Score -2068111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -335904.531250 Penalty: 1317.553345
	Iteration 0F: 2 clusters Score -335904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -332973.968750 Penalty: 2635.106689
	Iteration 0F: 3 clusters Score -332974 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -333708.281250 Penalty: 2635.106689
	Iteration 1F: 3 clusters Score -333708.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -333862.156250 Penalty: 2635.106689
	Iteration 2F: 3 clusters Score -333862.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -333953.875000 Penalty: 2635.106689
	Iteration 3F: 3 clusters Score -333953.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -334025.437500 Penalty: 2635.106689
	Iteration 4Q: 3 clusters Score -334025.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -334089.562500 Penalty: 2635.106689
	Iteration 5Q: 3 clusters Score -334089.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -334159.656250 Penalty: 2635.106689
	Iteration 6Q: 3 clusters Score -334159.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -334231.750000 Penalty: 2635.106689
	Iteration 7Q: 3 clusters Score -334231.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -334303.031250 Penalty: 2635.106689
	Iteration 8Q: 3 clusters Score -334303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -334407.187500 Penalty: 2635.106689
	Iteration 9Q: 3 clusters Score -334407.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -334563.968750 Penalty: 2635.106689
	Iteration 10Q: 3 clusters Score -334564 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -334719.968750 Penalty: 2635.106689
	Iteration 11Q: 3 clusters Score -334720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -334853.750000 Penalty: 2635.106689
	Iteration 12Q: 3 clusters Score -334853.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -334964.281250 Penalty: 2635.106689
	Iteration 13Q: 3 clusters Score -334964.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -335067.656250 Penalty: 2635.106689
	Iteration 14Q: 3 clusters Score -335067.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -335152.593750 Penalty: 2635.106689
	Iteration 15Q: 3 clusters Score -335152.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -335221.062500 Penalty: 2635.106689
	Iteration 16Q: 3 clusters Score -335221.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -335287.281250 Penalty: 2635.106689
	Iteration 17Q: 3 clusters Score -335287.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -335352.468750 Penalty: 2635.106689
	Iteration 18Q: 3 clusters Score -335352.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -335424.937500 Penalty: 2635.106689
	Iteration 19Q: 3 clusters Score -335424.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -335495.718750 Penalty: 2635.106689
	Iteration 20F: 3 clusters Score -335495.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -335557.000000 Penalty: 2635.106689
	Iteration 21Q: 3 clusters Score -335557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -335608.312500 Penalty: 2635.106689
	Iteration 22Q: 3 clusters Score -335608.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335642.062500 Penalty: 2635.106689
	Iteration 23Q: 3 clusters Score -335642.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -335663.000000 Penalty: 2635.106689
	Iteration 24Q: 3 clusters Score -335663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -335690.312500 Penalty: 2635.106689
	Iteration 25Q: 3 clusters Score -335690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -335712.718750 Penalty: 2635.106689
	Iteration 26Q: 3 clusters Score -335712.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -335729.562500 Penalty: 2635.106689
	Iteration 27Q: 3 clusters Score -335729.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -335742.093750 Penalty: 2635.106689
	Iteration 28Q: 3 clusters Score -335742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -335758.937500 Penalty: 2635.106689
	Iteration 29Q: 3 clusters Score -335758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -335766.812500 Penalty: 2635.106689
	Iteration 30Q: 3 clusters Score -335766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -335777.968750 Penalty: 2635.106689
	Iteration 31Q: 3 clusters Score -335778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -335779.312500 Penalty: 2635.106689
	Iteration 32Q: 3 clusters Score -335779.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -335779.875000 Penalty: 2635.106689
	Iteration 33Q: 3 clusters Score -335779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -335779.875000 Penalty: 2635.106689
	Iteration 34F: 3 clusters Score -335779.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Entering Unmasked Estep 
Score: -5461751.000000 Penalty: 1764.677856
	Iteration 0F: 2 clusters Score -5461751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -5427092.500000 Penalty: 3529.355713
	Iteration 0F: 3 clusters Score -5427092 nChanged 24369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -5440824.500000 Penalty: 3529.355713
	Iteration 1F: 3 clusters Score -5440824 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -5441187.000000 Penalty: 3529.355713
	Iteration 2Q: 3 clusters Score -5441187 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5441488.500000 Penalty: 3529.355713
	Iteration 3Q: 3 clusters Score -5441488 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5441782.000000 Penalty: 3529.355713
	Iteration 4Q: 3 clusters Score -5441782 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -5442098.000000 Penalty: 3529.355713
	Iteration 5Q: 3 clusters Score -5442098 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5442369.500000 Penalty: 3529.355713
	Iteration 6Q: 3 clusters Score -5442370 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -5442735.000000 Penalty: 3529.355713
	Iteration 7Q: 3 clusters Score -5442735 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5443120.000000 Penalty: 3529.355713
	Iteration 8Q: 3 clusters Score -5443120 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5443739.000000 Penalty: 3529.355713
	Iteration 9Q: 3 clusters Score -5443739 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5444534.000000 Penalty: 3529.355713
	Iteration 10Q: 3 clusters Score -5444534 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5445461.500000 Penalty: 3529.355713
	Iteration 11Q: 3 clusters Score -5445462 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -5446567.500000 Penalty: 3529.355713
	Iteration 12Q: 3 clusters Score -5446568 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5447867.500000 Penalty: 3529.355713
	Iteration 13Q: 3 clusters Score -5447868 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5449131.000000 Penalty: 3529.355713
	Iteration 14Q: 3 clusters Score -5449131 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -5450159.000000 Penalty: 3529.355713
	Iteration 15Q: 3 clusters Score -5450159 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -5450852.500000 Penalty: 3529.355713
	Iteration 16Q: 3 clusters Score -5450852 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -5451308.000000 Penalty: 3529.355713
	Iteration 17Q: 3 clusters Score -5451308 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -5451618.000000 Penalty: 3529.355713
	Iteration 18Q: 3 clusters Score -5451618 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -5451887.500000 Penalty: 3529.355713
	Iteration 19Q: 3 clusters Score -5451888 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -5452101.000000 Penalty: 3529.355713
	Iteration 20F: 3 clusters Score -5452101 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -5452296.000000 Penalty: 3529.355713
	Iteration 21Q: 3 clusters Score -5452296 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5452517.000000 Penalty: 3529.355713
	Iteration 22Q: 3 clusters Score -5452517 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -5452704.000000 Penalty: 3529.355713
	Iteration 23Q: 3 clusters Score -5452704 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5452966.000000 Penalty: 3529.355713
	Iteration 24Q: 3 clusters Score -5452966 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5453253.500000 Penalty: 3529.355713
	Iteration 25Q: 3 clusters Score -5453254 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -5453566.500000 Penalty: 3529.355713
	Iteration 26Q: 3 clusters Score -5453566 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5453943.000000 Penalty: 3529.355713
	Iteration 27Q: 3 clusters Score -5453943 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5454287.500000 Penalty: 3529.355713
	Iteration 28Q: 3 clusters Score -5454288 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5454601.000000 Penalty: 3529.355713
	Iteration 29Q: 3 clusters Score -5454601 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5454941.500000 Penalty: 3529.355713
	Iteration 30Q: 3 clusters Score -5454942 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5455370.000000 Penalty: 3529.355713
	Iteration 31Q: 3 clusters Score -5455370 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5455713.500000 Penalty: 3529.355713
	Iteration 32Q: 3 clusters Score -5455714 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5456054.000000 Penalty: 3529.355713
	Iteration 33Q: 3 clusters Score -5456054 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5456397.000000 Penalty: 3529.355713
	Iteration 34Q: 3 clusters Score -5456397 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -5456684.500000 Penalty: 3529.355713
	Iteration 35Q: 3 clusters Score -5456684 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -5457003.500000 Penalty: 3529.355713
	Iteration 36Q: 3 clusters Score -5457004 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5457291.500000 Penalty: 3529.355713
	Iteration 37Q: 3 clusters Score -5457292 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -5457555.000000 Penalty: 3529.355713
	Iteration 38Q: 3 clusters Score -5457555 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5457804.000000 Penalty: 3529.355713
	Iteration 39Q: 3 clusters Score -5457804 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -5458010.500000 Penalty: 3529.355713
	Iteration 40F: 3 clusters Score -5458010 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5458179.000000 Penalty: 3529.355713
	Iteration 41Q: 3 clusters Score -5458179 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -5458384.500000 Penalty: 3529.355713
	Iteration 42Q: 3 clusters Score -5458384 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5458569.500000 Penalty: 3529.355713
	Iteration 43Q: 3 clusters Score -5458570 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5458738.500000 Penalty: 3529.355713
	Iteration 44Q: 3 clusters Score -5458738 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -5458897.000000 Penalty: 3529.355713
	Iteration 45Q: 3 clusters Score -5458897 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -5459019.500000 Penalty: 3529.355713
	Iteration 46Q: 3 clusters Score -5459020 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -5459132.000000 Penalty: 3529.355713
	Iteration 47Q: 3 clusters Score -5459132 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5459282.000000 Penalty: 3529.355713
	Iteration 48Q: 3 clusters Score -5459282 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -5459401.500000 Penalty: 3529.355713
	Iteration 49Q: 3 clusters Score -5459402 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5459495.000000 Penalty: 3529.355713
	Iteration 50Q: 3 clusters Score -5459495 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5459569.000000 Penalty: 3529.355713
	Iteration 51Q: 3 clusters Score -5459569 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5459640.500000 Penalty: 3529.355713
	Iteration 52Q: 3 clusters Score -5459640 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5459730.000000 Penalty: 3529.355713
	Iteration 53Q: 3 clusters Score -5459730 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5459820.000000 Penalty: 3529.355713
	Iteration 54Q: 3 clusters Score -5459820 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5459843.000000 Penalty: 3529.355713
	Iteration 55Q: 3 clusters Score -5459843 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5459874.000000 Penalty: 3529.355713
	Iteration 56Q: 3 clusters Score -5459874 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5459934.000000 Penalty: 3529.355713
	Iteration 57Q: 3 clusters Score -5459934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5459948.000000 Penalty: 3529.355713
	Iteration 58Q: 3 clusters Score -5459948 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5459985.500000 Penalty: 3529.355713
	Iteration 59Q: 3 clusters Score -5459986 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5460010.000000 Penalty: 3529.355713
	Iteration 60F: 3 clusters Score -5460010 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5460044.500000 Penalty: 3529.355713
	Iteration 61Q: 3 clusters Score -5460044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5460050.500000 Penalty: 3529.355713
	Iteration 62Q: 3 clusters Score -5460050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5460065.500000 Penalty: 3529.355713
	Iteration 63Q: 3 clusters Score -5460066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5460078.500000 Penalty: 3529.355713
	Iteration 64Q: 3 clusters Score -5460078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5460096.500000 Penalty: 3529.355713
	Iteration 65Q: 3 clusters Score -5460096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5460119.000000 Penalty: 3529.355713
	Iteration 66Q: 3 clusters Score -5460119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5460121.500000 Penalty: 3529.355713
	Iteration 67Q: 3 clusters Score -5460122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5460117.500000 Penalty: 3529.355713
	Iteration 68Q: 3 clusters Score -5460118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5460129.000000 Penalty: 3529.355713
	Iteration 69Q: 3 clusters Score -5460129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5460144.000000 Penalty: 3529.355713
	Iteration 70Q: 3 clusters Score -5460144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5460169.500000 Penalty: 3529.355713
	Iteration 71Q: 3 clusters Score -5460170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5460176.500000 Penalty: 3529.355713
	Iteration 72Q: 3 clusters Score -5460176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5460199.500000 Penalty: 3529.355713
	Iteration 73Q: 3 clusters Score -5460200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5460192.500000 Penalty: 3529.355713
	Iteration 74Q: 3 clusters Score -5460192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5460207.000000 Penalty: 3529.355713
	Iteration 75Q: 3 clusters Score -5460207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5460217.500000 Penalty: 3529.355713
	Iteration 76Q: 3 clusters Score -5460218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5460225.000000 Penalty: 3529.355713
	Iteration 77Q: 3 clusters Score -5460225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5460249.000000 Penalty: 3529.355713
	Iteration 78Q: 3 clusters Score -5460249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5460255.000000 Penalty: 3529.355713
	Iteration 79Q: 3 clusters Score -5460255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5460256.000000 Penalty: 3529.355713
	Iteration 80F: 3 clusters Score -5460256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5460266.500000 Penalty: 3529.355713
	Iteration 81Q: 3 clusters Score -5460266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5460268.500000 Penalty: 3529.355713
	Iteration 82Q: 3 clusters Score -5460268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5460284.500000 Penalty: 3529.355713
	Iteration 83Q: 3 clusters Score -5460284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5460304.000000 Penalty: 3529.355713
	Iteration 84Q: 3 clusters Score -5460304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5460312.000000 Penalty: 3529.355713
	Iteration 85Q: 3 clusters Score -5460312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5460318.500000 Penalty: 3529.355713
	Iteration 86Q: 3 clusters Score -5460318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5460334.500000 Penalty: 3529.355713
	Iteration 87Q: 3 clusters Score -5460334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5460338.000000 Penalty: 3529.355713
	Iteration 88Q: 3 clusters Score -5460338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5460356.500000 Penalty: 3529.355713
	Iteration 89Q: 3 clusters Score -5460356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5460355.500000 Penalty: 3529.355713
	Iteration 90Q: 3 clusters Score -5460356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5460369.000000 Penalty: 3529.355713
	Iteration 91Q: 3 clusters Score -5460369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5460374.000000 Penalty: 3529.355713
	Iteration 92Q: 3 clusters Score -5460374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5460382.000000 Penalty: 3529.355713
	Iteration 93Q: 3 clusters Score -5460382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5460385.000000 Penalty: 3529.355713
	Iteration 94Q: 3 clusters Score -5460385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5460386.000000 Penalty: 3529.355713
	Iteration 95Q: 3 clusters Score -5460386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5460386.000000 Penalty: 3529.355713
	Iteration 96Q: 3 clusters Score -5460386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5460394.500000 Penalty: 3529.355713
	Iteration 97Q: 3 clusters Score -5460394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5460398.000000 Penalty: 3529.355713
	Iteration 98Q: 3 clusters Score -5460398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5460405.500000 Penalty: 3529.355713
	Iteration 99Q: 3 clusters Score -5460406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5460418.500000 Penalty: 3529.355713
	Iteration 100F: 3 clusters Score -5460418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5460426.000000 Penalty: 3529.355713
	Iteration 101Q: 3 clusters Score -5460426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5460431.000000 Penalty: 3529.355713
	Iteration 102Q: 3 clusters Score -5460431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5460434.000000 Penalty: 3529.355713
	Iteration 103Q: 3 clusters Score -5460434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5460443.000000 Penalty: 3529.355713
	Iteration 104Q: 3 clusters Score -5460443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5460452.500000 Penalty: 3529.355713
	Iteration 105Q: 3 clusters Score -5460452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5460459.500000 Penalty: 3529.355713
	Iteration 106Q: 3 clusters Score -5460460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5460462.000000 Penalty: 3529.355713
	Iteration 107Q: 3 clusters Score -5460462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5460466.000000 Penalty: 3529.355713
	Iteration 108Q: 3 clusters Score -5460466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5460471.000000 Penalty: 3529.355713
	Iteration 109Q: 3 clusters Score -5460471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5460478.500000 Penalty: 3529.355713
	Iteration 110Q: 3 clusters Score -5460478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5460489.500000 Penalty: 3529.355713
	Iteration 111Q: 3 clusters Score -5460490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5460482.500000 Penalty: 3529.355713
	Iteration 112Q: 3 clusters Score -5460482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5460495.500000 Penalty: 3529.355713
	Iteration 113Q: 3 clusters Score -5460496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5460486.500000 Penalty: 3529.355713
	Iteration 114Q: 3 clusters Score -5460486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5460487.000000 Penalty: 3529.355713
	Iteration 115Q: 3 clusters Score -5460487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5460490.500000 Penalty: 3529.355713
	Iteration 116Q: 3 clusters Score -5460490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5460505.000000 Penalty: 3529.355713
	Iteration 117Q: 3 clusters Score -5460505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5460506.000000 Penalty: 3529.355713
	Iteration 118Q: 3 clusters Score -5460506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5460507.500000 Penalty: 3529.355713
	Iteration 119Q: 3 clusters Score -5460508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5460505.000000 Penalty: 3529.355713
	Iteration 120F: 3 clusters Score -5460505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5460518.500000 Penalty: 3529.355713
	Iteration 121Q: 3 clusters Score -5460518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5460515.500000 Penalty: 3529.355713
	Iteration 122Q: 3 clusters Score -5460516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5460517.500000 Penalty: 3529.355713
	Iteration 123Q: 3 clusters Score -5460518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5460516.500000 Penalty: 3529.355713
	Iteration 124Q: 3 clusters Score -5460516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5460522.000000 Penalty: 3529.355713
	Iteration 125Q: 3 clusters Score -5460522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5460521.500000 Penalty: 3529.355713
	Iteration 126Q: 3 clusters Score -5460522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5460517.000000 Penalty: 3529.355713
	Iteration 127Q: 3 clusters Score -5460517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5460518.500000 Penalty: 3529.355713
	Iteration 128Q: 3 clusters Score -5460518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5460518.500000 Penalty: 3529.355713
	Iteration 129F: 3 clusters Score -5460518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -329148.156250 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -329148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -326329.593750 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -326329.6 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -327073.312500 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -327073.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -327243.031250 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -327243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -327379.187500 Penalty: 2618.441650
	Iteration 3Q: 3 clusters Score -327379.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -327557.906250 Penalty: 2618.441650
	Iteration 4F: 3 clusters Score -327557.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -327842.718750 Penalty: 2618.441650
	Iteration 5F: 3 clusters Score -327842.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -328306.312500 Penalty: 2618.441650
	Iteration 6F: 3 clusters Score -328306.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -328756.718750 Penalty: 2618.441650
	Iteration 7F: 3 clusters Score -328756.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -329023.125000 Penalty: 2618.441650
	Iteration 8F: 3 clusters Score -329023.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -329200.781250 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -329200.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329362.062500 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -329362.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -329541.031250 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -329541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -329689.687500 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -329689.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -329779.718750 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -329779.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -329858.812500 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -329858.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -329928.062500 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -329928.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -329991.406250 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -329991.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -330031.000000 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -330031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -330078.406250 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -330078.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -330116.000000 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -330116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -330165.312500 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -330165.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -330214.218750 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -330214.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -330302.281250 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -330302.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -330361.531250 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -330361.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -330376.093750 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -330376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -330384.687500 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -330384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -330386.687500 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -330386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -330388.312500 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -330388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -330388.750000 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -330388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -330389.906250 Penalty: 2618.441650
	Iteration 29Q: 3 clusters Score -330389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -330391.875000 Penalty: 2618.441650
	Iteration 30Q: 3 clusters Score -330391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -330391.875000 Penalty: 2618.441650
	Iteration 31F: 3 clusters Score -330391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 18521 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 52029 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 31519 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 126672 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 177342 members 
Mstep: Class 13 contains 145466 members 
Mstep: Class 14 contains 17736 members 
Mstep: Class 15 contains 57482 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 20 contains 51494 members 
Mstep: Class 21 contains 31381 members 
Mstep: Class 22 contains 120289 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
Score: -98861088.000000 Penalty: 44658.785156
Splitting cluster 5 changes total score from -98860688.000000 to -98861088.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -248183.843750 Penalty: 1255.581177
	Iteration 0F: 2 clusters Score -248183.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245866.859375 Penalty: 2511.162354
	Iteration 0F: 3 clusters Score -245866.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -246372.812500 Penalty: 2511.162354
	Iteration 1F: 3 clusters Score -246372.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246459.734375 Penalty: 2511.162354
	Iteration 2F: 3 clusters Score -246459.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -246517.671875 Penalty: 2511.162354
	Iteration 3Q: 3 clusters Score -246517.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -246553.656250 Penalty: 2511.162354
	Iteration 4Q: 3 clusters Score -246553.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -246576.593750 Penalty: 2511.162354
	Iteration 5Q: 3 clusters Score -246576.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -246590.750000 Penalty: 2511.162354
	Iteration 6Q: 3 clusters Score -246590.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -246605.359375 Penalty: 2511.162354
	Iteration 7Q: 3 clusters Score -246605.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -246618.437500 Penalty: 2511.162354
	Iteration 8Q: 3 clusters Score -246618.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -246630.390625 Penalty: 2511.162354
	Iteration 9Q: 3 clusters Score -246630.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -246641.406250 Penalty: 2511.162354
	Iteration 10Q: 3 clusters Score -246641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -246648.156250 Penalty: 2511.162354
	Iteration 11Q: 3 clusters Score -246648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246656.015625 Penalty: 2511.162354
	Iteration 12Q: 3 clusters Score -246656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -246658.953125 Penalty: 2511.162354
	Iteration 13Q: 3 clusters Score -246659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246662.468750 Penalty: 2511.162354
	Iteration 14Q: 3 clusters Score -246662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -246664.359375 Penalty: 2511.162354
	Iteration 15Q: 3 clusters Score -246664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -246666.156250 Penalty: 2511.162354
	Iteration 16Q: 3 clusters Score -246666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -246668.312500 Penalty: 2511.162354
	Iteration 17Q: 3 clusters Score -246668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246672.328125 Penalty: 2511.162354
	Iteration 18Q: 3 clusters Score -246672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -246673.546875 Penalty: 2511.162354
	Iteration 19Q: 3 clusters Score -246673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -246675.125000 Penalty: 2511.162354
	Iteration 20F: 3 clusters Score -246675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -246677.750000 Penalty: 2511.162354
	Iteration 21Q: 3 clusters Score -246677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -246678.796875 Penalty: 2511.162354
	Iteration 22Q: 3 clusters Score -246678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -246680.296875 Penalty: 2511.162354
	Iteration 23Q: 3 clusters Score -246680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -246680.437500 Penalty: 2511.162354
	Iteration 24Q: 3 clusters Score -246680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -246681.156250 Penalty: 2511.162354
	Iteration 25Q: 3 clusters Score -246681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -246681.156250 Penalty: 2511.162354
	Iteration 26F: 3 clusters Score -246681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Entering Unmasked Estep 
Score: -3471831.750000 Penalty: 1683.231201
	Iteration 0F: 2 clusters Score -3471832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3450711.750000 Penalty: 3366.462402
	Iteration 0F: 3 clusters Score -3450712 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3458665.500000 Penalty: 3366.462402
	Iteration 1F: 3 clusters Score -3458666 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3459119.500000 Penalty: 3366.462402
	Iteration 2Q: 3 clusters Score -3459120 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3459694.500000 Penalty: 3366.462402
	Iteration 3Q: 3 clusters Score -3459694 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3460489.250000 Penalty: 3366.462402
	Iteration 4Q: 3 clusters Score -3460489 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3461449.750000 Penalty: 3366.462402
	Iteration 5Q: 3 clusters Score -3461450 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3462627.750000 Penalty: 3366.462402
	Iteration 6F: 3 clusters Score -3462628 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3463948.000000 Penalty: 3366.462402
	Iteration 7F: 3 clusters Score -3463948 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3465202.500000 Penalty: 3366.462402
	Iteration 8F: 3 clusters Score -3465202 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3466245.750000 Penalty: 3366.462402
	Iteration 9Q: 3 clusters Score -3466246 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3467024.500000 Penalty: 3366.462402
	Iteration 10Q: 3 clusters Score -3467024 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3467565.000000 Penalty: 3366.462402
	Iteration 11Q: 3 clusters Score -3467565 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3467959.750000 Penalty: 3366.462402
	Iteration 12Q: 3 clusters Score -3467960 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3468185.000000 Penalty: 3366.462402
	Iteration 13Q: 3 clusters Score -3468185 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3468366.500000 Penalty: 3366.462402
	Iteration 14Q: 3 clusters Score -3468366 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3468494.500000 Penalty: 3366.462402
	Iteration 15Q: 3 clusters Score -3468494 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3468608.750000 Penalty: 3366.462402
	Iteration 16Q: 3 clusters Score -3468609 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3468732.250000 Penalty: 3366.462402
	Iteration 17Q: 3 clusters Score -3468732 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3468841.750000 Penalty: 3366.462402
	Iteration 18Q: 3 clusters Score -3468842 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3468937.750000 Penalty: 3366.462402
	Iteration 19Q: 3 clusters Score -3468938 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3469031.500000 Penalty: 3366.462402
	Iteration 20F: 3 clusters Score -3469032 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3469140.500000 Penalty: 3366.462402
	Iteration 21Q: 3 clusters Score -3469140 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3469218.500000 Penalty: 3366.462402
	Iteration 22Q: 3 clusters Score -3469218 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3469319.000000 Penalty: 3366.462402
	Iteration 23Q: 3 clusters Score -3469319 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3469429.000000 Penalty: 3366.462402
	Iteration 24Q: 3 clusters Score -3469429 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3469541.750000 Penalty: 3366.462402
	Iteration 25Q: 3 clusters Score -3469542 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3469625.750000 Penalty: 3366.462402
	Iteration 26Q: 3 clusters Score -3469626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3469718.750000 Penalty: 3366.462402
	Iteration 27Q: 3 clusters Score -3469719 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3469805.750000 Penalty: 3366.462402
	Iteration 28Q: 3 clusters Score -3469806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -3469877.750000 Penalty: 3366.462402
	Iteration 29Q: 3 clusters Score -3469878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3469952.250000 Penalty: 3366.462402
	Iteration 30Q: 3 clusters Score -3469952 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3469996.000000 Penalty: 3366.462402
	Iteration 31Q: 3 clusters Score -3469996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3470040.500000 Penalty: 3366.462402
	Iteration 32Q: 3 clusters Score -3470040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3470062.250000 Penalty: 3366.462402
	Iteration 33Q: 3 clusters Score -3470062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3470087.750000 Penalty: 3366.462402
	Iteration 34Q: 3 clusters Score -3470088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3470116.250000 Penalty: 3366.462402
	Iteration 35Q: 3 clusters Score -3470116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3470150.500000 Penalty: 3366.462402
	Iteration 36Q: 3 clusters Score -3470150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3470168.750000 Penalty: 3366.462402
	Iteration 37Q: 3 clusters Score -3470169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3470184.500000 Penalty: 3366.462402
	Iteration 38Q: 3 clusters Score -3470184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3470208.000000 Penalty: 3366.462402
	Iteration 39Q: 3 clusters Score -3470208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3470234.750000 Penalty: 3366.462402
	Iteration 40F: 3 clusters Score -3470235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3470249.000000 Penalty: 3366.462402
	Iteration 41Q: 3 clusters Score -3470249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3470252.250000 Penalty: 3366.462402
	Iteration 42Q: 3 clusters Score -3470252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3470262.000000 Penalty: 3366.462402
	Iteration 43Q: 3 clusters Score -3470262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3470259.500000 Penalty: 3366.462402
	Iteration 44Q: 3 clusters Score -3470260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3470267.750000 Penalty: 3366.462402
	Iteration 45Q: 3 clusters Score -3470268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3470273.750000 Penalty: 3366.462402
	Iteration 46Q: 3 clusters Score -3470274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3470278.750000 Penalty: 3366.462402
	Iteration 47Q: 3 clusters Score -3470279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3470290.500000 Penalty: 3366.462402
	Iteration 48Q: 3 clusters Score -3470290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3470307.250000 Penalty: 3366.462402
	Iteration 49Q: 3 clusters Score -3470307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3470321.500000 Penalty: 3366.462402
	Iteration 50Q: 3 clusters Score -3470322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3470332.500000 Penalty: 3366.462402
	Iteration 51Q: 3 clusters Score -3470332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3470342.750000 Penalty: 3366.462402
	Iteration 52Q: 3 clusters Score -3470343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3470348.250000 Penalty: 3366.462402
	Iteration 53Q: 3 clusters Score -3470348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3470353.000000 Penalty: 3366.462402
	Iteration 54Q: 3 clusters Score -3470353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3470359.750000 Penalty: 3366.462402
	Iteration 55Q: 3 clusters Score -3470360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3470366.500000 Penalty: 3366.462402
	Iteration 56Q: 3 clusters Score -3470366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3470367.000000 Penalty: 3366.462402
	Iteration 57Q: 3 clusters Score -3470367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3470372.000000 Penalty: 3366.462402
	Iteration 58Q: 3 clusters Score -3470372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -3470376.750000 Penalty: 3366.462402
	Iteration 59Q: 3 clusters Score -3470377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3470375.000000 Penalty: 3366.462402
	Iteration 60F: 3 clusters Score -3470375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3470379.000000 Penalty: 3366.462402
	Iteration 61Q: 3 clusters Score -3470379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3470382.000000 Penalty: 3366.462402
	Iteration 62Q: 3 clusters Score -3470382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3470384.000000 Penalty: 3366.462402
	Iteration 63Q: 3 clusters Score -3470384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -3470385.500000 Penalty: 3366.462402
	Iteration 64Q: 3 clusters Score -3470386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3470394.250000 Penalty: 3366.462402
	Iteration 65Q: 3 clusters Score -3470394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3470394.750000 Penalty: 3366.462402
	Iteration 66Q: 3 clusters Score -3470395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -3470394.750000 Penalty: 3366.462402
	Iteration 67Q: 3 clusters Score -3470395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3470395.750000 Penalty: 3366.462402
	Iteration 68Q: 3 clusters Score -3470396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3470390.750000 Penalty: 3366.462402
	Iteration 69Q: 3 clusters Score -3470391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3470391.000000 Penalty: 3366.462402
	Iteration 70Q: 3 clusters Score -3470391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3470392.000000 Penalty: 3366.462402
	Iteration 71Q: 3 clusters Score -3470392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3470395.500000 Penalty: 3366.462402
	Iteration 72Q: 3 clusters Score -3470396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3470395.500000 Penalty: 3366.462402
	Iteration 73F: 3 clusters Score -3470396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -40345.128906 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -40345.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39386.300781 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -39386.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39560.839844 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -39560.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39603.425781 Penalty: 1989.096680
	Iteration 2Q: 3 clusters Score -39603.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39633.832031 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -39633.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39641.324219 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -39641.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39653.441406 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -39653.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39659.867188 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -39659.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39662.925781 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -39662.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39664.953125 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -39664.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39669.539062 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -39669.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39676.027344 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -39676.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39679.414062 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -39679.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39680.707031 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -39680.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39680.707031 Penalty: 1989.096680
	Iteration 13F: 3 clusters Score -39680.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -359580.531250 Penalty: 1317.259521
	Iteration 0F: 2 clusters Score -359580.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356671.281250 Penalty: 2634.519043
	Iteration 0F: 3 clusters Score -356671.3 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -357388.437500 Penalty: 2634.519043
	Iteration 1F: 3 clusters Score -357388.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -357549.750000 Penalty: 2634.519043
	Iteration 2F: 3 clusters Score -357549.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -357687.968750 Penalty: 2634.519043
	Iteration 3F: 3 clusters Score -357688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -357801.656250 Penalty: 2634.519043
	Iteration 4Q: 3 clusters Score -357801.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -357918.343750 Penalty: 2634.519043
	Iteration 5Q: 3 clusters Score -357918.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -358032.281250 Penalty: 2634.519043
	Iteration 6Q: 3 clusters Score -358032.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -358154.250000 Penalty: 2634.519043
	Iteration 7Q: 3 clusters Score -358154.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -358271.625000 Penalty: 2634.519043
	Iteration 8Q: 3 clusters Score -358271.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -358411.375000 Penalty: 2634.519043
	Iteration 9Q: 3 clusters Score -358411.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -358536.343750 Penalty: 2634.519043
	Iteration 10Q: 3 clusters Score -358536.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -358676.781250 Penalty: 2634.519043
	Iteration 11Q: 3 clusters Score -358676.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -358828.781250 Penalty: 2634.519043
	Iteration 12Q: 3 clusters Score -358828.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -358989.593750 Penalty: 2634.519043
	Iteration 13Q: 3 clusters Score -358989.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -359120.593750 Penalty: 2634.519043
	Iteration 14Q: 3 clusters Score -359120.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -359201.062500 Penalty: 2634.519043
	Iteration 15Q: 3 clusters Score -359201.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -359244.593750 Penalty: 2634.519043
	Iteration 16Q: 3 clusters Score -359244.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -359266.750000 Penalty: 2634.519043
	Iteration 17Q: 3 clusters Score -359266.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -359278.375000 Penalty: 2634.519043
	Iteration 18Q: 3 clusters Score -359278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -359284.906250 Penalty: 2634.519043
	Iteration 19Q: 3 clusters Score -359284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -359294.156250 Penalty: 2634.519043
	Iteration 20F: 3 clusters Score -359294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -359300.250000 Penalty: 2634.519043
	Iteration 21Q: 3 clusters Score -359300.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -359304.093750 Penalty: 2634.519043
	Iteration 22Q: 3 clusters Score -359304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -359309.281250 Penalty: 2634.519043
	Iteration 23Q: 3 clusters Score -359309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -359312.156250 Penalty: 2634.519043
	Iteration 24Q: 3 clusters Score -359312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -359315.906250 Penalty: 2634.519043
	Iteration 25Q: 3 clusters Score -359315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -359318.906250 Penalty: 2634.519043
	Iteration 26Q: 3 clusters Score -359318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -359319.750000 Penalty: 2634.519043
	Iteration 27Q: 3 clusters Score -359319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -359321.437500 Penalty: 2634.519043
	Iteration 28Q: 3 clusters Score -359321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -359322.250000 Penalty: 2634.519043
	Iteration 29Q: 3 clusters Score -359322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -359323.968750 Penalty: 2634.519043
	Iteration 30Q: 3 clusters Score -359324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -359325.656250 Penalty: 2634.519043
	Iteration 31Q: 3 clusters Score -359325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -359325.562500 Penalty: 2634.519043
	Iteration 32Q: 3 clusters Score -359325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -359326.718750 Penalty: 2634.519043
	Iteration 33Q: 3 clusters Score -359326.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -359326.500000 Penalty: 2634.519043
	Iteration 34Q: 3 clusters Score -359326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -359327.281250 Penalty: 2634.519043
	Iteration 35Q: 3 clusters Score -359327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -359327.781250 Penalty: 2634.519043
	Iteration 36Q: 3 clusters Score -359327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -359328.406250 Penalty: 2634.519043
	Iteration 37Q: 3 clusters Score -359328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -359329.718750 Penalty: 2634.519043
	Iteration 38Q: 3 clusters Score -359329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -359329.250000 Penalty: 2634.519043
	Iteration 39Q: 3 clusters Score -359329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -359329.500000 Penalty: 2634.519043
	Iteration 40F: 3 clusters Score -359329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Entering Unmasked Estep 
Score: -13860017.000000 Penalty: 1909.270386
	Iteration 0F: 2 clusters Score -1.386002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -13775334.000000 Penalty: 3818.540771
	Iteration 0F: 3 clusters Score -1.377533e+07 nChanged 60925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -13811191.000000 Penalty: 3818.540771
	Iteration 1F: 3 clusters Score -1.381119e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -13812641.000000 Penalty: 3818.540771
	Iteration 2Q: 3 clusters Score -1.381264e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -13815171.000000 Penalty: 3818.540771
	Iteration 3Q: 3 clusters Score -1.381517e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -13819882.000000 Penalty: 3818.540771
	Iteration 4F: 3 clusters Score -1.381988e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -13828247.000000 Penalty: 3818.540771
	Iteration 5F: 3 clusters Score -1.382825e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -13839391.000000 Penalty: 3818.540771
	Iteration 6F: 3 clusters Score -1.383939e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -13849668.000000 Penalty: 3818.540771
	Iteration 7F: 3 clusters Score -1.384967e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -13855597.000000 Penalty: 3818.540771
	Iteration 8Q: 3 clusters Score -1.38556e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125796 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13857547.000000 Penalty: 3818.540771
	Iteration 9Q: 3 clusters Score -1.385755e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126327 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13858051.000000 Penalty: 3818.540771
	Iteration 10Q: 3 clusters Score -1.385805e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13858159.000000 Penalty: 3818.540771
	Iteration 11Q: 3 clusters Score -1.385816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13858221.000000 Penalty: 3818.540771
	Iteration 12Q: 3 clusters Score -1.385822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126503 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13858249.000000 Penalty: 3818.540771
	Iteration 13Q: 3 clusters Score -1.385825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13858274.000000 Penalty: 3818.540771
	Iteration 14Q: 3 clusters Score -1.385827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13858275.000000 Penalty: 3818.540771
	Iteration 15Q: 3 clusters Score -1.385828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13858278.000000 Penalty: 3818.540771
	Iteration 16Q: 3 clusters Score -1.385828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13858276.000000 Penalty: 3818.540771
	Iteration 17Q: 3 clusters Score -1.385828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13858283.000000 Penalty: 3818.540771
	Iteration 18Q: 3 clusters Score -1.385828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13858291.000000 Penalty: 3818.540771
	Iteration 19Q: 3 clusters Score -1.385829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13858290.000000 Penalty: 3818.540771
	Iteration 20F: 3 clusters Score -1.385829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13858288.000000 Penalty: 3818.540771
	Iteration 21Q: 3 clusters Score -1.385829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13858288.000000 Penalty: 3818.540771
	Iteration 22Q: 3 clusters Score -1.385829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13858285.000000 Penalty: 3818.540771
	Iteration 23Q: 3 clusters Score -1.385828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13858289.000000 Penalty: 3818.540771
	Iteration 24Q: 3 clusters Score -1.385829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13858289.000000 Penalty: 3818.540771
	Iteration 25F: 3 clusters Score -1.385829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -278551.218750 Penalty: 1275.515137
	Iteration 0F: 2 clusters Score -278551.2 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 1266 members 
Entering Unmasked Estep 
Score: -276072.250000 Penalty: 2551.030273
	Iteration 0F: 3 clusters Score -276072.2 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276637.781250 Penalty: 2551.030273
	Iteration 1F: 3 clusters Score -276637.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -276746.093750 Penalty: 2551.030273
	Iteration 2F: 3 clusters Score -276746.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276806.375000 Penalty: 2551.030273
	Iteration 3Q: 3 clusters Score -276806.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276848.031250 Penalty: 2551.030273
	Iteration 4Q: 3 clusters Score -276848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276890.750000 Penalty: 2551.030273
	Iteration 5Q: 3 clusters Score -276890.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -276918.968750 Penalty: 2551.030273
	Iteration 6Q: 3 clusters Score -276919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -276952.000000 Penalty: 2551.030273
	Iteration 7Q: 3 clusters Score -276952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -276988.500000 Penalty: 2551.030273
	Iteration 8Q: 3 clusters Score -276988.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277011.687500 Penalty: 2551.030273
	Iteration 9Q: 3 clusters Score -277011.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -277032.906250 Penalty: 2551.030273
	Iteration 10Q: 3 clusters Score -277032.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -277061.781250 Penalty: 2551.030273
	Iteration 11Q: 3 clusters Score -277061.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -277102.468750 Penalty: 2551.030273
	Iteration 12Q: 3 clusters Score -277102.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -277136.625000 Penalty: 2551.030273
	Iteration 13Q: 3 clusters Score -277136.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -277167.750000 Penalty: 2551.030273
	Iteration 14Q: 3 clusters Score -277167.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -277188.000000 Penalty: 2551.030273
	Iteration 15Q: 3 clusters Score -277188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -277211.250000 Penalty: 2551.030273
	Iteration 16Q: 3 clusters Score -277211.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -277228.593750 Penalty: 2551.030273
	Iteration 17Q: 3 clusters Score -277228.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -277243.875000 Penalty: 2551.030273
	Iteration 18Q: 3 clusters Score -277243.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -277259.531250 Penalty: 2551.030273
	Iteration 19Q: 3 clusters Score -277259.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -277281.093750 Penalty: 2551.030273
	Iteration 20F: 3 clusters Score -277281.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -277295.125000 Penalty: 2551.030273
	Iteration 21Q: 3 clusters Score -277295.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -277311.812500 Penalty: 2551.030273
	Iteration 22Q: 3 clusters Score -277311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -277327.875000 Penalty: 2551.030273
	Iteration 23Q: 3 clusters Score -277327.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277343.937500 Penalty: 2551.030273
	Iteration 24Q: 3 clusters Score -277343.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -277360.812500 Penalty: 2551.030273
	Iteration 25Q: 3 clusters Score -277360.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -277374.250000 Penalty: 2551.030273
	Iteration 26Q: 3 clusters Score -277374.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -277387.375000 Penalty: 2551.030273
	Iteration 27Q: 3 clusters Score -277387.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -277402.125000 Penalty: 2551.030273
	Iteration 28Q: 3 clusters Score -277402.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -277414.875000 Penalty: 2551.030273
	Iteration 29Q: 3 clusters Score -277414.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -277427.062500 Penalty: 2551.030273
	Iteration 30Q: 3 clusters Score -277427.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -277438.531250 Penalty: 2551.030273
	Iteration 31Q: 3 clusters Score -277438.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -277448.437500 Penalty: 2551.030273
	Iteration 32Q: 3 clusters Score -277448.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -277463.156250 Penalty: 2551.030273
	Iteration 33Q: 3 clusters Score -277463.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -277480.531250 Penalty: 2551.030273
	Iteration 34Q: 3 clusters Score -277480.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -277497.937500 Penalty: 2551.030273
	Iteration 35Q: 3 clusters Score -277497.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -277512.093750 Penalty: 2551.030273
	Iteration 36Q: 3 clusters Score -277512.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -277521.156250 Penalty: 2551.030273
	Iteration 37Q: 3 clusters Score -277521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -277530.125000 Penalty: 2551.030273
	Iteration 38Q: 3 clusters Score -277530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -277540.468750 Penalty: 2551.030273
	Iteration 39Q: 3 clusters Score -277540.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -277555.562500 Penalty: 2551.030273
	Iteration 40F: 3 clusters Score -277555.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -277569.687500 Penalty: 2551.030273
	Iteration 41Q: 3 clusters Score -277569.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -277582.468750 Penalty: 2551.030273
	Iteration 42Q: 3 clusters Score -277582.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -277590.375000 Penalty: 2551.030273
	Iteration 43Q: 3 clusters Score -277590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -277596.562500 Penalty: 2551.030273
	Iteration 44Q: 3 clusters Score -277596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -277603.750000 Penalty: 2551.030273
	Iteration 45Q: 3 clusters Score -277603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -277608.687500 Penalty: 2551.030273
	Iteration 46Q: 3 clusters Score -277608.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -277614.687500 Penalty: 2551.030273
	Iteration 47Q: 3 clusters Score -277614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -277620.656250 Penalty: 2551.030273
	Iteration 48Q: 3 clusters Score -277620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -277626.718750 Penalty: 2551.030273
	Iteration 49Q: 3 clusters Score -277626.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -277631.968750 Penalty: 2551.030273
	Iteration 50Q: 3 clusters Score -277632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -277633.906250 Penalty: 2551.030273
	Iteration 51Q: 3 clusters Score -277633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -277635.718750 Penalty: 2551.030273
	Iteration 52Q: 3 clusters Score -277635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -277639.062500 Penalty: 2551.030273
	Iteration 53Q: 3 clusters Score -277639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -277639.062500 Penalty: 2551.030273
	Iteration 54F: 3 clusters Score -277639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (177342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Entering Unmasked Estep 
Score: -19121772.000000 Penalty: 1963.948242
	Iteration 0F: 2 clusters Score -1.912177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -19010712.000000 Penalty: 3927.896484
	Iteration 0F: 3 clusters Score -1.901071e+07 nChanged 85758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -19061792.000000 Penalty: 3927.896484
	Iteration 1F: 3 clusters Score -1.906179e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -19062902.000000 Penalty: 3927.896484
	Iteration 2Q: 3 clusters Score -1.90629e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -19064540.000000 Penalty: 3927.896484
	Iteration 3Q: 3 clusters Score -1.906454e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -19067038.000000 Penalty: 3927.896484
	Iteration 4Q: 3 clusters Score -1.906704e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -19071004.000000 Penalty: 3927.896484
	Iteration 5Q: 3 clusters Score -1.9071e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 111313 members 
Entering Unmasked Estep 
Score: -19077454.000000 Penalty: 3927.896484
	Iteration 6F: 3 clusters Score -1.907745e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -19086248.000000 Penalty: 3927.896484
	Iteration 7F: 3 clusters Score -1.908625e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 127980 members 
Entering Unmasked Estep 
Score: -19095490.000000 Penalty: 3927.896484
	Iteration 8F: 3 clusters Score -1.909549e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 134830 members 
Entering Unmasked Estep 
Score: -19102470.000000 Penalty: 3927.896484
	Iteration 9F: 3 clusters Score -1.910247e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -19107136.000000 Penalty: 3927.896484
	Iteration 10Q: 3 clusters Score -1.910714e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 144458 members 
Entering Unmasked Estep 
Score: -19109818.000000 Penalty: 3927.896484
	Iteration 11Q: 3 clusters Score -1.910982e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -19111372.000000 Penalty: 3927.896484
	Iteration 12Q: 3 clusters Score -1.911137e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 150886 members 
Entering Unmasked Estep 
Score: -19112416.000000 Penalty: 3927.896484
	Iteration 13Q: 3 clusters Score -1.911242e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -19113232.000000 Penalty: 3927.896484
	Iteration 14Q: 3 clusters Score -1.911323e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -19114046.000000 Penalty: 3927.896484
	Iteration 15Q: 3 clusters Score -1.911405e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 157961 members 
Entering Unmasked Estep 
Score: -19114780.000000 Penalty: 3927.896484
	Iteration 16Q: 3 clusters Score -1.911478e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 159780 members 
Entering Unmasked Estep 
Score: -19115336.000000 Penalty: 3927.896484
	Iteration 17Q: 3 clusters Score -1.911534e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
Score: -19115952.000000 Penalty: 3927.896484
	Iteration 18Q: 3 clusters Score -1.911595e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 163059 members 
Entering Unmasked Estep 
Score: -19116344.000000 Penalty: 3927.896484
	Iteration 19Q: 3 clusters Score -1.911634e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -19116836.000000 Penalty: 3927.896484
	Iteration 20F: 3 clusters Score -1.911684e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -19117146.000000 Penalty: 3927.896484
	Iteration 21Q: 3 clusters Score -1.911715e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 166797 members 
Entering Unmasked Estep 
Score: -19117506.000000 Penalty: 3927.896484
	Iteration 22Q: 3 clusters Score -1.911751e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 167701 members 
Entering Unmasked Estep 
Score: -19117716.000000 Penalty: 3927.896484
	Iteration 23Q: 3 clusters Score -1.911772e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 168537 members 
Entering Unmasked Estep 
Score: -19118016.000000 Penalty: 3927.896484
	Iteration 24Q: 3 clusters Score -1.911802e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 169246 members 
Entering Unmasked Estep 
Score: -19118268.000000 Penalty: 3927.896484
	Iteration 25Q: 3 clusters Score -1.911827e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -19118452.000000 Penalty: 3927.896484
	Iteration 26Q: 3 clusters Score -1.911845e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -19118550.000000 Penalty: 3927.896484
	Iteration 27Q: 3 clusters Score -1.911855e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 170740 members 
Entering Unmasked Estep 
Score: -19118590.000000 Penalty: 3927.896484
	Iteration 28Q: 3 clusters Score -1.911859e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 171073 members 
Entering Unmasked Estep 
Score: -19118644.000000 Penalty: 3927.896484
	Iteration 29Q: 3 clusters Score -1.911864e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -19118708.000000 Penalty: 3927.896484
	Iteration 30Q: 3 clusters Score -1.911871e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -19118814.000000 Penalty: 3927.896484
	Iteration 31Q: 3 clusters Score -1.911881e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 171983 members 
Entering Unmasked Estep 
Score: -19118960.000000 Penalty: 3927.896484
	Iteration 32Q: 3 clusters Score -1.911896e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -19119026.000000 Penalty: 3927.896484
	Iteration 33Q: 3 clusters Score -1.911903e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -19119148.000000 Penalty: 3927.896484
	Iteration 34Q: 3 clusters Score -1.911915e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -19119210.000000 Penalty: 3927.896484
	Iteration 35Q: 3 clusters Score -1.911921e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -19119252.000000 Penalty: 3927.896484
	Iteration 36Q: 3 clusters Score -1.911925e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 173070 members 
Entering Unmasked Estep 
Score: -19119288.000000 Penalty: 3927.896484
	Iteration 37Q: 3 clusters Score -1.911929e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -19119412.000000 Penalty: 3927.896484
	Iteration 38Q: 3 clusters Score -1.911941e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 173395 members 
Entering Unmasked Estep 
Score: -19119460.000000 Penalty: 3927.896484
	Iteration 39Q: 3 clusters Score -1.911946e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -19119524.000000 Penalty: 3927.896484
	Iteration 40F: 3 clusters Score -1.911952e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -19119520.000000 Penalty: 3927.896484
	Iteration 41Q: 3 clusters Score -1.911952e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 173742 members 
Entering Unmasked Estep 
Score: -19119550.000000 Penalty: 3927.896484
	Iteration 42Q: 3 clusters Score -1.911955e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 173818 members 
Entering Unmasked Estep 
Score: -19119536.000000 Penalty: 3927.896484
	Iteration 43Q: 3 clusters Score -1.911954e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 173899 members 
Entering Unmasked Estep 
Score: -19119592.000000 Penalty: 3927.896484
	Iteration 44Q: 3 clusters Score -1.911959e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -19119624.000000 Penalty: 3927.896484
	Iteration 45Q: 3 clusters Score -1.911962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -19119638.000000 Penalty: 3927.896484
	Iteration 46Q: 3 clusters Score -1.911964e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 174111 members 
Entering Unmasked Estep 
Score: -19119654.000000 Penalty: 3927.896484
	Iteration 47Q: 3 clusters Score -1.911965e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -19119666.000000 Penalty: 3927.896484
	Iteration 48Q: 3 clusters Score -1.911967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -19119704.000000 Penalty: 3927.896484
	Iteration 49Q: 3 clusters Score -1.91197e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -19119726.000000 Penalty: 3927.896484
	Iteration 50Q: 3 clusters Score -1.911973e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 174322 members 
Entering Unmasked Estep 
Score: -19119720.000000 Penalty: 3927.896484
	Iteration 51Q: 3 clusters Score -1.911972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -19119738.000000 Penalty: 3927.896484
	Iteration 52Q: 3 clusters Score -1.911974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 174385 members 
Entering Unmasked Estep 
Score: -19119738.000000 Penalty: 3927.896484
	Iteration 53Q: 3 clusters Score -1.911974e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -19119742.000000 Penalty: 3927.896484
	Iteration 54Q: 3 clusters Score -1.911974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -19119744.000000 Penalty: 3927.896484
	Iteration 55Q: 3 clusters Score -1.911974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 174500 members 
Entering Unmasked Estep 
Score: -19119800.000000 Penalty: 3927.896484
	Iteration 56Q: 3 clusters Score -1.91198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 174543 members 
Entering Unmasked Estep 
Score: -19119812.000000 Penalty: 3927.896484
	Iteration 57Q: 3 clusters Score -1.911981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -19119828.000000 Penalty: 3927.896484
	Iteration 58Q: 3 clusters Score -1.911983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -19119856.000000 Penalty: 3927.896484
	Iteration 59Q: 3 clusters Score -1.911986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -19119866.000000 Penalty: 3927.896484
	Iteration 60F: 3 clusters Score -1.911987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -19119870.000000 Penalty: 3927.896484
	Iteration 61Q: 3 clusters Score -1.911987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 174726 members 
Entering Unmasked Estep 
Score: -19119902.000000 Penalty: 3927.896484
	Iteration 62Q: 3 clusters Score -1.91199e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -19119902.000000 Penalty: 3927.896484
	Iteration 63Q: 3 clusters Score -1.91199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -19119900.000000 Penalty: 3927.896484
	Iteration 64Q: 3 clusters Score -1.91199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -19119936.000000 Penalty: 3927.896484
	Iteration 65Q: 3 clusters Score -1.911994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -19119948.000000 Penalty: 3927.896484
	Iteration 66Q: 3 clusters Score -1.911995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -19119928.000000 Penalty: 3927.896484
	Iteration 67Q: 3 clusters Score -1.911993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 174886 members 
Entering Unmasked Estep 
Score: -19119964.000000 Penalty: 3927.896484
	Iteration 68Q: 3 clusters Score -1.911996e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -19119976.000000 Penalty: 3927.896484
	Iteration 69Q: 3 clusters Score -1.911998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -19119982.000000 Penalty: 3927.896484
	Iteration 70Q: 3 clusters Score -1.911998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -19120000.000000 Penalty: 3927.896484
	Iteration 71Q: 3 clusters Score -1.912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 174966 members 
Entering Unmasked Estep 
Score: -19120002.000000 Penalty: 3927.896484
	Iteration 72Q: 3 clusters Score -1.912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -19119996.000000 Penalty: 3927.896484
	Iteration 73Q: 3 clusters Score -1.912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 175007 members 
Entering Unmasked Estep 
Score: -19119982.000000 Penalty: 3927.896484
	Iteration 74Q: 3 clusters Score -1.911998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 175016 members 
Entering Unmasked Estep 
Score: -19119988.000000 Penalty: 3927.896484
	Iteration 75Q: 3 clusters Score -1.911999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 175028 members 
Entering Unmasked Estep 
Score: -19119992.000000 Penalty: 3927.896484
	Iteration 76Q: 3 clusters Score -1.911999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 175041 members 
Entering Unmasked Estep 
Score: -19120000.000000 Penalty: 3927.896484
	Iteration 77Q: 3 clusters Score -1.912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 175056 members 
Entering Unmasked Estep 
Score: -19119992.000000 Penalty: 3927.896484
	Iteration 78Q: 3 clusters Score -1.911999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -19119988.000000 Penalty: 3927.896484
	Iteration 79Q: 3 clusters Score -1.911999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 175077 members 
Entering Unmasked Estep 
Score: -19120012.000000 Penalty: 3927.896484
	Iteration 80F: 3 clusters Score -1.912001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -19120034.000000 Penalty: 3927.896484
	Iteration 81Q: 3 clusters Score -1.912003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 175123 members 
Entering Unmasked Estep 
Score: -19120056.000000 Penalty: 3927.896484
	Iteration 82Q: 3 clusters Score -1.912006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -19120058.000000 Penalty: 3927.896484
	Iteration 83Q: 3 clusters Score -1.912006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -19120054.000000 Penalty: 3927.896484
	Iteration 84Q: 3 clusters Score -1.912005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -19120084.000000 Penalty: 3927.896484
	Iteration 85Q: 3 clusters Score -1.912008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -19120072.000000 Penalty: 3927.896484
	Iteration 86Q: 3 clusters Score -1.912007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -19120112.000000 Penalty: 3927.896484
	Iteration 87Q: 3 clusters Score -1.912011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 175204 members 
Entering Unmasked Estep 
Score: -19120110.000000 Penalty: 3927.896484
	Iteration 88Q: 3 clusters Score -1.912011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 175210 members 
Entering Unmasked Estep 
Score: -19120106.000000 Penalty: 3927.896484
	Iteration 89Q: 3 clusters Score -1.912011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 175219 members 
Entering Unmasked Estep 
Score: -19120094.000000 Penalty: 3927.896484
	Iteration 90Q: 3 clusters Score -1.912009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -19120102.000000 Penalty: 3927.896484
	Iteration 91Q: 3 clusters Score -1.91201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -19120108.000000 Penalty: 3927.896484
	Iteration 92Q: 3 clusters Score -1.912011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -19120094.000000 Penalty: 3927.896484
	Iteration 93Q: 3 clusters Score -1.912009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -19120104.000000 Penalty: 3927.896484
	Iteration 94Q: 3 clusters Score -1.91201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 175281 members 
Entering Unmasked Estep 
Score: -19120118.000000 Penalty: 3927.896484
	Iteration 95Q: 3 clusters Score -1.912012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -19120096.000000 Penalty: 3927.896484
	Iteration 96Q: 3 clusters Score -1.91201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -19120104.000000 Penalty: 3927.896484
	Iteration 97Q: 3 clusters Score -1.91201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -19120116.000000 Penalty: 3927.896484
	Iteration 98Q: 3 clusters Score -1.912012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 175310 members 
Entering Unmasked Estep 
Score: -19120108.000000 Penalty: 3927.896484
	Iteration 99Q: 3 clusters Score -1.912011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 175315 members 
Entering Unmasked Estep 
Score: -19120126.000000 Penalty: 3927.896484
	Iteration 100F: 3 clusters Score -1.912013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -19120120.000000 Penalty: 3927.896484
	Iteration 101Q: 3 clusters Score -1.912012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 175324 members 
Entering Unmasked Estep 
Score: -19120132.000000 Penalty: 3927.896484
	Iteration 102Q: 3 clusters Score -1.912013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 175324 members 
Entering Unmasked Estep 
Score: -19120136.000000 Penalty: 3927.896484
	Iteration 103Q: 3 clusters Score -1.912014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -19120134.000000 Penalty: 3927.896484
	Iteration 104Q: 3 clusters Score -1.912013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -19120130.000000 Penalty: 3927.896484
	Iteration 105Q: 3 clusters Score -1.912013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -19120126.000000 Penalty: 3927.896484
	Iteration 106Q: 3 clusters Score -1.912013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -19120124.000000 Penalty: 3927.896484
	Iteration 107Q: 3 clusters Score -1.912012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -19120128.000000 Penalty: 3927.896484
	Iteration 108Q: 3 clusters Score -1.912013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -19120122.000000 Penalty: 3927.896484
	Iteration 109Q: 3 clusters Score -1.912012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -19120130.000000 Penalty: 3927.896484
	Iteration 110Q: 3 clusters Score -1.912013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -19120136.000000 Penalty: 3927.896484
	Iteration 111Q: 3 clusters Score -1.912014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 175345 members 
Entering Unmasked Estep 
Score: -19120136.000000 Penalty: 3927.896484
	Iteration 112Q: 3 clusters Score -1.912014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 175352 members 
Entering Unmasked Estep 
Score: -19120132.000000 Penalty: 3927.896484
	Iteration 113Q: 3 clusters Score -1.912013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -19120142.000000 Penalty: 3927.896484
	Iteration 114Q: 3 clusters Score -1.912014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 175389 members 
Entering Unmasked Estep 
Score: -19120146.000000 Penalty: 3927.896484
	Iteration 115Q: 3 clusters Score -1.912015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 175405 members 
Entering Unmasked Estep 
Score: -19120136.000000 Penalty: 3927.896484
	Iteration 116Q: 3 clusters Score -1.912014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 175422 members 
Entering Unmasked Estep 
Score: -19120124.000000 Penalty: 3927.896484
	Iteration 117Q: 3 clusters Score -1.912012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 175428 members 
Entering Unmasked Estep 
Score: -19120146.000000 Penalty: 3927.896484
	Iteration 118Q: 3 clusters Score -1.912015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 175432 members 
Entering Unmasked Estep 
Score: -19120148.000000 Penalty: 3927.896484
	Iteration 119Q: 3 clusters Score -1.912015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -19120142.000000 Penalty: 3927.896484
	Iteration 120F: 3 clusters Score -1.912014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 175437 members 
Entering Unmasked Estep 
Score: -19120150.000000 Penalty: 3927.896484
	Iteration 121Q: 3 clusters Score -1.912015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -19120158.000000 Penalty: 3927.896484
	Iteration 122Q: 3 clusters Score -1.912016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 175445 members 
Entering Unmasked Estep 
Score: -19120162.000000 Penalty: 3927.896484
	Iteration 123Q: 3 clusters Score -1.912016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -19120164.000000 Penalty: 3927.896484
	Iteration 124Q: 3 clusters Score -1.912016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -19120146.000000 Penalty: 3927.896484
	Iteration 125Q: 3 clusters Score -1.912015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -19120154.000000 Penalty: 3927.896484
	Iteration 126Q: 3 clusters Score -1.912015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 175479 members 
Entering Unmasked Estep 
Score: -19120142.000000 Penalty: 3927.896484
	Iteration 127Q: 3 clusters Score -1.912014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -19120164.000000 Penalty: 3927.896484
	Iteration 128Q: 3 clusters Score -1.912016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -19120174.000000 Penalty: 3927.896484
	Iteration 129Q: 3 clusters Score -1.912017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 175492 members 
Entering Unmasked Estep 
Score: -19120154.000000 Penalty: 3927.896484
	Iteration 130Q: 3 clusters Score -1.912015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 175495 members 
Entering Unmasked Estep 
Score: -19120152.000000 Penalty: 3927.896484
	Iteration 131Q: 3 clusters Score -1.912015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -19120170.000000 Penalty: 3927.896484
	Iteration 132Q: 3 clusters Score -1.912017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -19120170.000000 Penalty: 3927.896484
	Iteration 133Q: 3 clusters Score -1.912017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -19120172.000000 Penalty: 3927.896484
	Iteration 134Q: 3 clusters Score -1.912017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -19120172.000000 Penalty: 3927.896484
	Iteration 135F: 3 clusters Score -1.912017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (145466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Entering Unmasked Estep 
Score: -15828602.000000 Penalty: 1931.750854
	Iteration 0F: 2 clusters Score -1.58286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -15731604.000000 Penalty: 3863.501709
	Iteration 0F: 3 clusters Score -1.57316e+07 nChanged 70296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -15773594.000000 Penalty: 3863.501709
	Iteration 1F: 3 clusters Score -1.577359e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -15774848.000000 Penalty: 3863.501709
	Iteration 2Q: 3 clusters Score -1.577485e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -15777324.000000 Penalty: 3863.501709
	Iteration 3Q: 3 clusters Score -1.577732e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -15781385.000000 Penalty: 3863.501709
	Iteration 4F: 3 clusters Score -1.578138e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -15787576.000000 Penalty: 3863.501709
	Iteration 5F: 3 clusters Score -1.578758e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -15795711.000000 Penalty: 3863.501709
	Iteration 6F: 3 clusters Score -1.579571e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -15803596.000000 Penalty: 3863.501709
	Iteration 7F: 3 clusters Score -1.58036e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -15809348.000000 Penalty: 3863.501709
	Iteration 8F: 3 clusters Score -1.580935e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -15812537.000000 Penalty: 3863.501709
	Iteration 9Q: 3 clusters Score -1.581254e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -15814122.000000 Penalty: 3863.501709
	Iteration 10Q: 3 clusters Score -1.581412e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -15815228.000000 Penalty: 3863.501709
	Iteration 11Q: 3 clusters Score -1.581523e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -15816019.000000 Penalty: 3863.501709
	Iteration 12Q: 3 clusters Score -1.581602e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -15816821.000000 Penalty: 3863.501709
	Iteration 13Q: 3 clusters Score -1.581682e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -15817444.000000 Penalty: 3863.501709
	Iteration 14Q: 3 clusters Score -1.581744e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -15817889.000000 Penalty: 3863.501709
	Iteration 15Q: 3 clusters Score -1.581789e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -15818480.000000 Penalty: 3863.501709
	Iteration 16Q: 3 clusters Score -1.581848e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -15818808.000000 Penalty: 3863.501709
	Iteration 17Q: 3 clusters Score -1.581881e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -15819169.000000 Penalty: 3863.501709
	Iteration 18Q: 3 clusters Score -1.581917e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -15819485.000000 Penalty: 3863.501709
	Iteration 19Q: 3 clusters Score -1.581948e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116770 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -15819849.000000 Penalty: 3863.501709
	Iteration 20F: 3 clusters Score -1.581985e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -15820212.000000 Penalty: 3863.501709
	Iteration 21Q: 3 clusters Score -1.582021e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118825 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -15820584.000000 Penalty: 3863.501709
	Iteration 22Q: 3 clusters Score -1.582058e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -15820799.000000 Penalty: 3863.501709
	Iteration 23Q: 3 clusters Score -1.58208e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -15821056.000000 Penalty: 3863.501709
	Iteration 24Q: 3 clusters Score -1.582106e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -15821275.000000 Penalty: 3863.501709
	Iteration 25Q: 3 clusters Score -1.582128e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -15821439.000000 Penalty: 3863.501709
	Iteration 26Q: 3 clusters Score -1.582144e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -15821636.000000 Penalty: 3863.501709
	Iteration 27Q: 3 clusters Score -1.582164e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -15821836.000000 Penalty: 3863.501709
	Iteration 28Q: 3 clusters Score -1.582184e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -15822013.000000 Penalty: 3863.501709
	Iteration 29Q: 3 clusters Score -1.582201e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -15822109.000000 Penalty: 3863.501709
	Iteration 30Q: 3 clusters Score -1.582211e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -15822306.000000 Penalty: 3863.501709
	Iteration 31Q: 3 clusters Score -1.582231e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -15822447.000000 Penalty: 3863.501709
	Iteration 32Q: 3 clusters Score -1.582245e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -15822532.000000 Penalty: 3863.501709
	Iteration 33Q: 3 clusters Score -1.582253e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -15822673.000000 Penalty: 3863.501709
	Iteration 34Q: 3 clusters Score -1.582267e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -15822856.000000 Penalty: 3863.501709
	Iteration 35Q: 3 clusters Score -1.582286e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -15823008.000000 Penalty: 3863.501709
	Iteration 36Q: 3 clusters Score -1.582301e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -15823247.000000 Penalty: 3863.501709
	Iteration 37Q: 3 clusters Score -1.582325e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131915 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -15823424.000000 Penalty: 3863.501709
	Iteration 38Q: 3 clusters Score -1.582342e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132798 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -15823656.000000 Penalty: 3863.501709
	Iteration 39Q: 3 clusters Score -1.582366e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -15823856.000000 Penalty: 3863.501709
	Iteration 40F: 3 clusters Score -1.582386e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134577 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -15824130.000000 Penalty: 3863.501709
	Iteration 41Q: 3 clusters Score -1.582413e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135483 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -15824376.000000 Penalty: 3863.501709
	Iteration 42Q: 3 clusters Score -1.582438e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -15824651.000000 Penalty: 3863.501709
	Iteration 43Q: 3 clusters Score -1.582465e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -15824948.000000 Penalty: 3863.501709
	Iteration 44Q: 3 clusters Score -1.582495e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138262 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -15825290.000000 Penalty: 3863.501709
	Iteration 45Q: 3 clusters Score -1.582529e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -15825560.000000 Penalty: 3863.501709
	Iteration 46Q: 3 clusters Score -1.582556e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -15825960.000000 Penalty: 3863.501709
	Iteration 47Q: 3 clusters Score -1.582596e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140894 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -15826299.000000 Penalty: 3863.501709
	Iteration 48Q: 3 clusters Score -1.58263e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -15826612.000000 Penalty: 3863.501709
	Iteration 49Q: 3 clusters Score -1.582661e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -15826821.000000 Penalty: 3863.501709
	Iteration 50Q: 3 clusters Score -1.582682e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -15827018.000000 Penalty: 3863.501709
	Iteration 51Q: 3 clusters Score -1.582702e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15827209.000000 Penalty: 3863.501709
	Iteration 52Q: 3 clusters Score -1.582721e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15827364.000000 Penalty: 3863.501709
	Iteration 53Q: 3 clusters Score -1.582736e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15827423.000000 Penalty: 3863.501709
	Iteration 54Q: 3 clusters Score -1.582742e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143809 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15827504.000000 Penalty: 3863.501709
	Iteration 55Q: 3 clusters Score -1.58275e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15827588.000000 Penalty: 3863.501709
	Iteration 56Q: 3 clusters Score -1.582759e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15827676.000000 Penalty: 3863.501709
	Iteration 57Q: 3 clusters Score -1.582768e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15827738.000000 Penalty: 3863.501709
	Iteration 58Q: 3 clusters Score -1.582774e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144316 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15827798.000000 Penalty: 3863.501709
	Iteration 59Q: 3 clusters Score -1.58278e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15827843.000000 Penalty: 3863.501709
	Iteration 60F: 3 clusters Score -1.582784e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15827841.000000 Penalty: 3863.501709
	Iteration 61Q: 3 clusters Score -1.582784e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144531 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -15827834.000000 Penalty: 3863.501709
	Iteration 62Q: 3 clusters Score -1.582783e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15827846.000000 Penalty: 3863.501709
	Iteration 63Q: 3 clusters Score -1.582785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15827875.000000 Penalty: 3863.501709
	Iteration 64Q: 3 clusters Score -1.582788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144598 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15827894.000000 Penalty: 3863.501709
	Iteration 65Q: 3 clusters Score -1.582789e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15827918.000000 Penalty: 3863.501709
	Iteration 66Q: 3 clusters Score -1.582792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144618 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15827932.000000 Penalty: 3863.501709
	Iteration 67Q: 3 clusters Score -1.582793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15827931.000000 Penalty: 3863.501709
	Iteration 68Q: 3 clusters Score -1.582793e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15827975.000000 Penalty: 3863.501709
	Iteration 69Q: 3 clusters Score -1.582798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144618 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15827975.000000 Penalty: 3863.501709
	Iteration 70Q: 3 clusters Score -1.582798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15827992.000000 Penalty: 3863.501709
	Iteration 71Q: 3 clusters Score -1.582799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144616 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -15827997.000000 Penalty: 3863.501709
	Iteration 72Q: 3 clusters Score -1.5828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15827990.000000 Penalty: 3863.501709
	Iteration 73Q: 3 clusters Score -1.582799e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144609 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15828012.000000 Penalty: 3863.501709
	Iteration 74Q: 3 clusters Score -1.582801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15828027.000000 Penalty: 3863.501709
	Iteration 75Q: 3 clusters Score -1.582803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15828051.000000 Penalty: 3863.501709
	Iteration 76Q: 3 clusters Score -1.582805e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15828055.000000 Penalty: 3863.501709
	Iteration 77Q: 3 clusters Score -1.582806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15828081.000000 Penalty: 3863.501709
	Iteration 78Q: 3 clusters Score -1.582808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15828096.000000 Penalty: 3863.501709
	Iteration 79Q: 3 clusters Score -1.58281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15828114.000000 Penalty: 3863.501709
	Iteration 80F: 3 clusters Score -1.582811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144599 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15828139.000000 Penalty: 3863.501709
	Iteration 81Q: 3 clusters Score -1.582814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15828162.000000 Penalty: 3863.501709
	Iteration 82Q: 3 clusters Score -1.582816e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15828185.000000 Penalty: 3863.501709
	Iteration 83Q: 3 clusters Score -1.582818e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144509 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15828271.000000 Penalty: 3863.501709
	Iteration 84Q: 3 clusters Score -1.582827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15828316.000000 Penalty: 3863.501709
	Iteration 85Q: 3 clusters Score -1.582832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15828343.000000 Penalty: 3863.501709
	Iteration 86Q: 3 clusters Score -1.582834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15828348.000000 Penalty: 3863.501709
	Iteration 87Q: 3 clusters Score -1.582835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -15828340.000000 Penalty: 3863.501709
	Iteration 88Q: 3 clusters Score -1.582834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15828348.000000 Penalty: 3863.501709
	Iteration 89Q: 3 clusters Score -1.582835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15828365.000000 Penalty: 3863.501709
	Iteration 90Q: 3 clusters Score -1.582836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15828363.000000 Penalty: 3863.501709
	Iteration 91Q: 3 clusters Score -1.582836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15828352.000000 Penalty: 3863.501709
	Iteration 92Q: 3 clusters Score -1.582835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15828342.000000 Penalty: 3863.501709
	Iteration 93Q: 3 clusters Score -1.582834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15828347.000000 Penalty: 3863.501709
	Iteration 94Q: 3 clusters Score -1.582835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15828358.000000 Penalty: 3863.501709
	Iteration 95Q: 3 clusters Score -1.582836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15828358.000000 Penalty: 3863.501709
	Iteration 96Q: 3 clusters Score -1.582836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144405 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15828353.000000 Penalty: 3863.501709
	Iteration 97Q: 3 clusters Score -1.582835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15828357.000000 Penalty: 3863.501709
	Iteration 98Q: 3 clusters Score -1.582836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144405 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15828356.000000 Penalty: 3863.501709
	Iteration 99Q: 3 clusters Score -1.582836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15828390.000000 Penalty: 3863.501709
	Iteration 100F: 3 clusters Score -1.582839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15828409.000000 Penalty: 3863.501709
	Iteration 101Q: 3 clusters Score -1.582841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -15828443.000000 Penalty: 3863.501709
	Iteration 102Q: 3 clusters Score -1.582844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15828435.000000 Penalty: 3863.501709
	Iteration 103Q: 3 clusters Score -1.582844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15828445.000000 Penalty: 3863.501709
	Iteration 104Q: 3 clusters Score -1.582844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15828428.000000 Penalty: 3863.501709
	Iteration 105Q: 3 clusters Score -1.582843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15828430.000000 Penalty: 3863.501709
	Iteration 106Q: 3 clusters Score -1.582843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15828472.000000 Penalty: 3863.501709
	Iteration 107Q: 3 clusters Score -1.582847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144243 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -15828470.000000 Penalty: 3863.501709
	Iteration 108Q: 3 clusters Score -1.582847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144240 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15828468.000000 Penalty: 3863.501709
	Iteration 109Q: 3 clusters Score -1.582847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15828471.000000 Penalty: 3863.501709
	Iteration 110Q: 3 clusters Score -1.582847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144231 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15828473.000000 Penalty: 3863.501709
	Iteration 111Q: 3 clusters Score -1.582847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15828474.000000 Penalty: 3863.501709
	Iteration 112Q: 3 clusters Score -1.582847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15828472.000000 Penalty: 3863.501709
	Iteration 113Q: 3 clusters Score -1.582847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144226 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15828484.000000 Penalty: 3863.501709
	Iteration 114Q: 3 clusters Score -1.582848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144224 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15828484.000000 Penalty: 3863.501709
	Iteration 115Q: 3 clusters Score -1.582848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -15828481.000000 Penalty: 3863.501709
	Iteration 116Q: 3 clusters Score -1.582848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -15828481.000000 Penalty: 3863.501709
	Iteration 117F: 3 clusters Score -1.582848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -1958828.000000 Penalty: 1589.794678
	Iteration 0F: 2 clusters Score -1958828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1946482.500000 Penalty: 3179.589355
	Iteration 0F: 3 clusters Score -1946482 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1950747.375000 Penalty: 3179.589355
	Iteration 1F: 3 clusters Score -1950747 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1951027.375000 Penalty: 3179.589355
	Iteration 2Q: 3 clusters Score -1951027 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1951262.250000 Penalty: 3179.589355
	Iteration 3Q: 3 clusters Score -1951262 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1951470.375000 Penalty: 3179.589355
	Iteration 4Q: 3 clusters Score -1951470 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1951665.375000 Penalty: 3179.589355
	Iteration 5Q: 3 clusters Score -1951665 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1951817.500000 Penalty: 3179.589355
	Iteration 6Q: 3 clusters Score -1951818 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1951971.875000 Penalty: 3179.589355
	Iteration 7Q: 3 clusters Score -1951972 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1952118.000000 Penalty: 3179.589355
	Iteration 8Q: 3 clusters Score -1952118 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1952293.500000 Penalty: 3179.589355
	Iteration 9Q: 3 clusters Score -1952294 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1952540.375000 Penalty: 3179.589355
	Iteration 10Q: 3 clusters Score -1952540 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1952923.875000 Penalty: 3179.589355
	Iteration 11Q: 3 clusters Score -1952924 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1953444.500000 Penalty: 3179.589355
	Iteration 12Q: 3 clusters Score -1953444 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1954167.250000 Penalty: 3179.589355
	Iteration 13F: 3 clusters Score -1954167 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1954973.375000 Penalty: 3179.589355
	Iteration 14F: 3 clusters Score -1954973 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1955659.625000 Penalty: 3179.589355
	Iteration 15Q: 3 clusters Score -1955660 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1956168.750000 Penalty: 3179.589355
	Iteration 16Q: 3 clusters Score -1956169 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1956498.375000 Penalty: 3179.589355
	Iteration 17Q: 3 clusters Score -1956498 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1956699.625000 Penalty: 3179.589355
	Iteration 18Q: 3 clusters Score -1956700 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1956862.750000 Penalty: 3179.589355
	Iteration 19Q: 3 clusters Score -1956863 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1956980.625000 Penalty: 3179.589355
	Iteration 20F: 3 clusters Score -1956981 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1957064.625000 Penalty: 3179.589355
	Iteration 21Q: 3 clusters Score -1957065 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1957121.750000 Penalty: 3179.589355
	Iteration 22Q: 3 clusters Score -1957122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1957158.750000 Penalty: 3179.589355
	Iteration 23Q: 3 clusters Score -1957159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1957188.000000 Penalty: 3179.589355
	Iteration 24Q: 3 clusters Score -1957188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1957213.000000 Penalty: 3179.589355
	Iteration 25Q: 3 clusters Score -1957213 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1957238.500000 Penalty: 3179.589355
	Iteration 26Q: 3 clusters Score -1957238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1957255.875000 Penalty: 3179.589355
	Iteration 27Q: 3 clusters Score -1957256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1957279.625000 Penalty: 3179.589355
	Iteration 28Q: 3 clusters Score -1957280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1957285.000000 Penalty: 3179.589355
	Iteration 29Q: 3 clusters Score -1957285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1957303.250000 Penalty: 3179.589355
	Iteration 30Q: 3 clusters Score -1957303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1957313.125000 Penalty: 3179.589355
	Iteration 31Q: 3 clusters Score -1957313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1957323.000000 Penalty: 3179.589355
	Iteration 32Q: 3 clusters Score -1957323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1957330.750000 Penalty: 3179.589355
	Iteration 33Q: 3 clusters Score -1957331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1957335.750000 Penalty: 3179.589355
	Iteration 34Q: 3 clusters Score -1957336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1957343.000000 Penalty: 3179.589355
	Iteration 35Q: 3 clusters Score -1957343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1957346.875000 Penalty: 3179.589355
	Iteration 36Q: 3 clusters Score -1957347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1957353.250000 Penalty: 3179.589355
	Iteration 37Q: 3 clusters Score -1957353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1957349.000000 Penalty: 3179.589355
	Iteration 38Q: 3 clusters Score -1957349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1957355.375000 Penalty: 3179.589355
	Iteration 39Q: 3 clusters Score -1957355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1957353.625000 Penalty: 3179.589355
	Iteration 40F: 3 clusters Score -1957354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1957355.875000 Penalty: 3179.589355
	Iteration 41Q: 3 clusters Score -1957356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1957363.500000 Penalty: 3179.589355
	Iteration 42Q: 3 clusters Score -1957364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1957361.750000 Penalty: 3179.589355
	Iteration 43Q: 3 clusters Score -1957362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1957362.750000 Penalty: 3179.589355
	Iteration 44Q: 3 clusters Score -1957363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1957360.250000 Penalty: 3179.589355
	Iteration 45Q: 3 clusters Score -1957360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1957360.625000 Penalty: 3179.589355
	Iteration 46Q: 3 clusters Score -1957361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1957361.375000 Penalty: 3179.589355
	Iteration 47Q: 3 clusters Score -1957361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1957362.625000 Penalty: 3179.589355
	Iteration 48Q: 3 clusters Score -1957363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1957365.750000 Penalty: 3179.589355
	Iteration 49Q: 3 clusters Score -1957366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1957366.500000 Penalty: 3179.589355
	Iteration 50Q: 3 clusters Score -1957366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1957374.375000 Penalty: 3179.589355
	Iteration 51Q: 3 clusters Score -1957374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1957374.125000 Penalty: 3179.589355
	Iteration 52Q: 3 clusters Score -1957374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1957373.125000 Penalty: 3179.589355
	Iteration 53Q: 3 clusters Score -1957373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1957376.875000 Penalty: 3179.589355
	Iteration 54Q: 3 clusters Score -1957377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1957375.125000 Penalty: 3179.589355
	Iteration 55Q: 3 clusters Score -1957375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1957376.250000 Penalty: 3179.589355
	Iteration 56Q: 3 clusters Score -1957376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1957380.125000 Penalty: 3179.589355
	Iteration 57Q: 3 clusters Score -1957380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1957383.125000 Penalty: 3179.589355
	Iteration 58Q: 3 clusters Score -1957383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1957385.250000 Penalty: 3179.589355
	Iteration 59Q: 3 clusters Score -1957385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1957385.625000 Penalty: 3179.589355
	Iteration 60F: 3 clusters Score -1957386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1957383.000000 Penalty: 3179.589355
	Iteration 61Q: 3 clusters Score -1957383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1957383.625000 Penalty: 3179.589355
	Iteration 62Q: 3 clusters Score -1957384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1957383.500000 Penalty: 3179.589355
	Iteration 63Q: 3 clusters Score -1957384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1957384.625000 Penalty: 3179.589355
	Iteration 64Q: 3 clusters Score -1957385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1957388.125000 Penalty: 3179.589355
	Iteration 65Q: 3 clusters Score -1957388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1957387.375000 Penalty: 3179.589355
	Iteration 66Q: 3 clusters Score -1957387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1957389.875000 Penalty: 3179.589355
	Iteration 67Q: 3 clusters Score -1957390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1957390.375000 Penalty: 3179.589355
	Iteration 68Q: 3 clusters Score -1957390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1957390.500000 Penalty: 3179.589355
	Iteration 69Q: 3 clusters Score -1957390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1957390.875000 Penalty: 3179.589355
	Iteration 70Q: 3 clusters Score -1957391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1957389.750000 Penalty: 3179.589355
	Iteration 71Q: 3 clusters Score -1957390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1957389.125000 Penalty: 3179.589355
	Iteration 72Q: 3 clusters Score -1957389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1957387.000000 Penalty: 3179.589355
	Iteration 73Q: 3 clusters Score -1957387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1957389.750000 Penalty: 3179.589355
	Iteration 74Q: 3 clusters Score -1957390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1957391.375000 Penalty: 3179.589355
	Iteration 75Q: 3 clusters Score -1957391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1957391.375000 Penalty: 3179.589355
	Iteration 76F: 3 clusters Score -1957391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Entering Unmasked Estep 
Score: -6228081.000000 Penalty: 1780.874512
	Iteration 0F: 2 clusters Score -6228081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -6189765.000000 Penalty: 3561.749023
	Iteration 0F: 3 clusters Score -6189765 nChanged 27007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -6204967.500000 Penalty: 3561.749023
	Iteration 1F: 3 clusters Score -6204968 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -6205586.000000 Penalty: 3561.749023
	Iteration 2Q: 3 clusters Score -6205586 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6206362.500000 Penalty: 3561.749023
	Iteration 3Q: 3 clusters Score -6206362 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -6207410.000000 Penalty: 3561.749023
	Iteration 4Q: 3 clusters Score -6207410 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6208804.000000 Penalty: 3561.749023
	Iteration 5Q: 3 clusters Score -6208804 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6210935.000000 Penalty: 3561.749023
	Iteration 6F: 3 clusters Score -6210935 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -6213817.500000 Penalty: 3561.749023
	Iteration 7F: 3 clusters Score -6213818 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6217485.500000 Penalty: 3561.749023
	Iteration 8F: 3 clusters Score -6217486 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6220649.000000 Penalty: 3561.749023
	Iteration 9F: 3 clusters Score -6220649 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6222354.500000 Penalty: 3561.749023
	Iteration 10F: 3 clusters Score -6222354 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -6223000.500000 Penalty: 3561.749023
	Iteration 11Q: 3 clusters Score -6223000 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6223314.500000 Penalty: 3561.749023
	Iteration 12Q: 3 clusters Score -6223314 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6223498.500000 Penalty: 3561.749023
	Iteration 13Q: 3 clusters Score -6223498 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6223650.000000 Penalty: 3561.749023
	Iteration 14Q: 3 clusters Score -6223650 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6223740.000000 Penalty: 3561.749023
	Iteration 15Q: 3 clusters Score -6223740 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6223858.500000 Penalty: 3561.749023
	Iteration 16Q: 3 clusters Score -6223858 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6223965.000000 Penalty: 3561.749023
	Iteration 17Q: 3 clusters Score -6223965 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6224003.000000 Penalty: 3561.749023
	Iteration 18Q: 3 clusters Score -6224003 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -6224068.500000 Penalty: 3561.749023
	Iteration 19Q: 3 clusters Score -6224068 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -6224111.000000 Penalty: 3561.749023
	Iteration 20F: 3 clusters Score -6224111 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6224137.000000 Penalty: 3561.749023
	Iteration 21Q: 3 clusters Score -6224137 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -6224143.000000 Penalty: 3561.749023
	Iteration 22Q: 3 clusters Score -6224143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -6224141.000000 Penalty: 3561.749023
	Iteration 23Q: 3 clusters Score -6224141 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -6224119.000000 Penalty: 3561.749023
	Iteration 24Q: 3 clusters Score -6224119 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -6224128.500000 Penalty: 3561.749023
	Iteration 25Q: 3 clusters Score -6224128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -6224146.000000 Penalty: 3561.749023
	Iteration 26Q: 3 clusters Score -6224146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -6224155.500000 Penalty: 3561.749023
	Iteration 27Q: 3 clusters Score -6224156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6224186.500000 Penalty: 3561.749023
	Iteration 28Q: 3 clusters Score -6224186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -6224201.500000 Penalty: 3561.749023
	Iteration 29Q: 3 clusters Score -6224202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6224206.500000 Penalty: 3561.749023
	Iteration 30Q: 3 clusters Score -6224206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -6224210.000000 Penalty: 3561.749023
	Iteration 31Q: 3 clusters Score -6224210 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6224216.000000 Penalty: 3561.749023
	Iteration 32Q: 3 clusters Score -6224216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6224208.000000 Penalty: 3561.749023
	Iteration 33Q: 3 clusters Score -6224208 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6224225.000000 Penalty: 3561.749023
	Iteration 34Q: 3 clusters Score -6224225 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -6224227.000000 Penalty: 3561.749023
	Iteration 35Q: 3 clusters Score -6224227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -6224225.000000 Penalty: 3561.749023
	Iteration 36Q: 3 clusters Score -6224225 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -6224226.500000 Penalty: 3561.749023
	Iteration 37Q: 3 clusters Score -6224226 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -6224227.500000 Penalty: 3561.749023
	Iteration 38Q: 3 clusters Score -6224228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6224222.000000 Penalty: 3561.749023
	Iteration 39Q: 3 clusters Score -6224222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -6224223.500000 Penalty: 3561.749023
	Iteration 40F: 3 clusters Score -6224224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -6224245.500000 Penalty: 3561.749023
	Iteration 41Q: 3 clusters Score -6224246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -6224261.500000 Penalty: 3561.749023
	Iteration 42Q: 3 clusters Score -6224262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -6224270.000000 Penalty: 3561.749023
	Iteration 43Q: 3 clusters Score -6224270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -6224273.500000 Penalty: 3561.749023
	Iteration 44Q: 3 clusters Score -6224274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6224288.000000 Penalty: 3561.749023
	Iteration 45Q: 3 clusters Score -6224288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6224276.500000 Penalty: 3561.749023
	Iteration 46Q: 3 clusters Score -6224276 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -6224293.500000 Penalty: 3561.749023
	Iteration 47Q: 3 clusters Score -6224294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -6224287.500000 Penalty: 3561.749023
	Iteration 48Q: 3 clusters Score -6224288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -6224293.000000 Penalty: 3561.749023
	Iteration 49Q: 3 clusters Score -6224293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -6224280.000000 Penalty: 3561.749023
	Iteration 50Q: 3 clusters Score -6224280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -6224297.000000 Penalty: 3561.749023
	Iteration 51Q: 3 clusters Score -6224297 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -6224306.500000 Penalty: 3561.749023
	Iteration 52Q: 3 clusters Score -6224306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -6224290.500000 Penalty: 3561.749023
	Iteration 53Q: 3 clusters Score -6224290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -6224318.000000 Penalty: 3561.749023
	Iteration 54Q: 3 clusters Score -6224318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6224315.500000 Penalty: 3561.749023
	Iteration 55Q: 3 clusters Score -6224316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -6224315.500000 Penalty: 3561.749023
	Iteration 56Q: 3 clusters Score -6224316 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -6224326.000000 Penalty: 3561.749023
	Iteration 57Q: 3 clusters Score -6224326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -6224318.000000 Penalty: 3561.749023
	Iteration 58Q: 3 clusters Score -6224318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -6224308.500000 Penalty: 3561.749023
	Iteration 59Q: 3 clusters Score -6224308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -6224331.500000 Penalty: 3561.749023
	Iteration 60F: 3 clusters Score -6224332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6224326.000000 Penalty: 3561.749023
	Iteration 61Q: 3 clusters Score -6224326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6224324.500000 Penalty: 3561.749023
	Iteration 62Q: 3 clusters Score -6224324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6224322.000000 Penalty: 3561.749023
	Iteration 63Q: 3 clusters Score -6224322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6224349.500000 Penalty: 3561.749023
	Iteration 64Q: 3 clusters Score -6224350 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -6224327.000000 Penalty: 3561.749023
	Iteration 65Q: 3 clusters Score -6224327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -6224348.500000 Penalty: 3561.749023
	Iteration 66Q: 3 clusters Score -6224348 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -6224351.000000 Penalty: 3561.749023
	Iteration 67Q: 3 clusters Score -6224351 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -6224345.000000 Penalty: 3561.749023
	Iteration 68Q: 3 clusters Score -6224345 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6224365.000000 Penalty: 3561.749023
	Iteration 69Q: 3 clusters Score -6224365 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -6224354.500000 Penalty: 3561.749023
	Iteration 70Q: 3 clusters Score -6224354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -6224389.000000 Penalty: 3561.749023
	Iteration 71Q: 3 clusters Score -6224389 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -6224403.000000 Penalty: 3561.749023
	Iteration 72Q: 3 clusters Score -6224403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -6224394.000000 Penalty: 3561.749023
	Iteration 73Q: 3 clusters Score -6224394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -6224400.000000 Penalty: 3561.749023
	Iteration 74Q: 3 clusters Score -6224400 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -6224416.000000 Penalty: 3561.749023
	Iteration 75Q: 3 clusters Score -6224416 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -6224420.500000 Penalty: 3561.749023
	Iteration 76Q: 3 clusters Score -6224420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -6224430.500000 Penalty: 3561.749023
	Iteration 77Q: 3 clusters Score -6224430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -6224451.000000 Penalty: 3561.749023
	Iteration 78Q: 3 clusters Score -6224451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6224430.000000 Penalty: 3561.749023
	Iteration 79Q: 3 clusters Score -6224430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -6224438.500000 Penalty: 3561.749023
	Iteration 80F: 3 clusters Score -6224438 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -6224457.500000 Penalty: 3561.749023
	Iteration 81Q: 3 clusters Score -6224458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -6224467.500000 Penalty: 3561.749023
	Iteration 82Q: 3 clusters Score -6224468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -6224475.000000 Penalty: 3561.749023
	Iteration 83Q: 3 clusters Score -6224475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -6224479.500000 Penalty: 3561.749023
	Iteration 84Q: 3 clusters Score -6224480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -6224463.500000 Penalty: 3561.749023
	Iteration 85Q: 3 clusters Score -6224464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -6224469.500000 Penalty: 3561.749023
	Iteration 86Q: 3 clusters Score -6224470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -6224480.000000 Penalty: 3561.749023
	Iteration 87Q: 3 clusters Score -6224480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -6224499.000000 Penalty: 3561.749023
	Iteration 88Q: 3 clusters Score -6224499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -6224496.500000 Penalty: 3561.749023
	Iteration 89Q: 3 clusters Score -6224496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -6224517.500000 Penalty: 3561.749023
	Iteration 90Q: 3 clusters Score -6224518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -6224525.000000 Penalty: 3561.749023
	Iteration 91Q: 3 clusters Score -6224525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -6224546.000000 Penalty: 3561.749023
	Iteration 92Q: 3 clusters Score -6224546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6224550.000000 Penalty: 3561.749023
	Iteration 93Q: 3 clusters Score -6224550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -6224562.500000 Penalty: 3561.749023
	Iteration 94Q: 3 clusters Score -6224562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6224582.000000 Penalty: 3561.749023
	Iteration 95Q: 3 clusters Score -6224582 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -6224585.000000 Penalty: 3561.749023
	Iteration 96Q: 3 clusters Score -6224585 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6224586.000000 Penalty: 3561.749023
	Iteration 97Q: 3 clusters Score -6224586 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -6224603.000000 Penalty: 3561.749023
	Iteration 98Q: 3 clusters Score -6224603 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6224611.500000 Penalty: 3561.749023
	Iteration 99Q: 3 clusters Score -6224612 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -6224629.000000 Penalty: 3561.749023
	Iteration 100F: 3 clusters Score -6224629 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6224658.500000 Penalty: 3561.749023
	Iteration 101Q: 3 clusters Score -6224658 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6224676.000000 Penalty: 3561.749023
	Iteration 102Q: 3 clusters Score -6224676 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -6224707.000000 Penalty: 3561.749023
	Iteration 103Q: 3 clusters Score -6224707 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6224735.000000 Penalty: 3561.749023
	Iteration 104Q: 3 clusters Score -6224735 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -6224742.500000 Penalty: 3561.749023
	Iteration 105Q: 3 clusters Score -6224742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -6224765.500000 Penalty: 3561.749023
	Iteration 106Q: 3 clusters Score -6224766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -6224776.000000 Penalty: 3561.749023
	Iteration 107Q: 3 clusters Score -6224776 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -6224783.500000 Penalty: 3561.749023
	Iteration 108Q: 3 clusters Score -6224784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6224785.500000 Penalty: 3561.749023
	Iteration 109Q: 3 clusters Score -6224786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -6224777.500000 Penalty: 3561.749023
	Iteration 110Q: 3 clusters Score -6224778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -6224770.000000 Penalty: 3561.749023
	Iteration 111Q: 3 clusters Score -6224770 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -6224779.000000 Penalty: 3561.749023
	Iteration 112Q: 3 clusters Score -6224779 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -6224810.500000 Penalty: 3561.749023
	Iteration 113Q: 3 clusters Score -6224810 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -6224850.000000 Penalty: 3561.749023
	Iteration 114Q: 3 clusters Score -6224850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6224884.500000 Penalty: 3561.749023
	Iteration 115Q: 3 clusters Score -6224884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -6224893.500000 Penalty: 3561.749023
	Iteration 116Q: 3 clusters Score -6224894 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -6224914.000000 Penalty: 3561.749023
	Iteration 117Q: 3 clusters Score -6224914 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6224936.000000 Penalty: 3561.749023
	Iteration 118Q: 3 clusters Score -6224936 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -6224938.500000 Penalty: 3561.749023
	Iteration 119Q: 3 clusters Score -6224938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -6224970.000000 Penalty: 3561.749023
	Iteration 120F: 3 clusters Score -6224970 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -6224975.000000 Penalty: 3561.749023
	Iteration 121Q: 3 clusters Score -6224975 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -6224981.500000 Penalty: 3561.749023
	Iteration 122Q: 3 clusters Score -6224982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6224983.500000 Penalty: 3561.749023
	Iteration 123Q: 3 clusters Score -6224984 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -6224997.000000 Penalty: 3561.749023
	Iteration 124Q: 3 clusters Score -6224997 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -6225027.000000 Penalty: 3561.749023
	Iteration 125Q: 3 clusters Score -6225027 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -6225044.000000 Penalty: 3561.749023
	Iteration 126Q: 3 clusters Score -6225044 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -6225048.000000 Penalty: 3561.749023
	Iteration 127Q: 3 clusters Score -6225048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -6225059.000000 Penalty: 3561.749023
	Iteration 128Q: 3 clusters Score -6225059 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6225083.000000 Penalty: 3561.749023
	Iteration 129Q: 3 clusters Score -6225083 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -6225103.500000 Penalty: 3561.749023
	Iteration 130Q: 3 clusters Score -6225104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6225118.000000 Penalty: 3561.749023
	Iteration 131Q: 3 clusters Score -6225118 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -6225139.000000 Penalty: 3561.749023
	Iteration 132Q: 3 clusters Score -6225139 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -6225144.500000 Penalty: 3561.749023
	Iteration 133Q: 3 clusters Score -6225144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -6225189.500000 Penalty: 3561.749023
	Iteration 134Q: 3 clusters Score -6225190 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -6225204.500000 Penalty: 3561.749023
	Iteration 135Q: 3 clusters Score -6225204 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -6225214.000000 Penalty: 3561.749023
	Iteration 136Q: 3 clusters Score -6225214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -6225237.500000 Penalty: 3561.749023
	Iteration 137Q: 3 clusters Score -6225238 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -6225248.500000 Penalty: 3561.749023
	Iteration 138Q: 3 clusters Score -6225248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -6225284.000000 Penalty: 3561.749023
	Iteration 139Q: 3 clusters Score -6225284 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -6225284.500000 Penalty: 3561.749023
	Iteration 140F: 3 clusters Score -6225284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -6225285.000000 Penalty: 3561.749023
	Iteration 141Q: 3 clusters Score -6225285 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -6225285.500000 Penalty: 3561.749023
	Iteration 142Q: 3 clusters Score -6225286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6225293.000000 Penalty: 3561.749023
	Iteration 143Q: 3 clusters Score -6225293 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -6225301.500000 Penalty: 3561.749023
	Iteration 144Q: 3 clusters Score -6225302 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -6225311.000000 Penalty: 3561.749023
	Iteration 145Q: 3 clusters Score -6225311 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -6225327.500000 Penalty: 3561.749023
	Iteration 146Q: 3 clusters Score -6225328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -6225335.500000 Penalty: 3561.749023
	Iteration 147Q: 3 clusters Score -6225336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -6225347.000000 Penalty: 3561.749023
	Iteration 148Q: 3 clusters Score -6225347 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -6225361.500000 Penalty: 3561.749023
	Iteration 149Q: 3 clusters Score -6225362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -6225375.500000 Penalty: 3561.749023
	Iteration 150Q: 3 clusters Score -6225376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -6225404.500000 Penalty: 3561.749023
	Iteration 151Q: 3 clusters Score -6225404 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6225421.500000 Penalty: 3561.749023
	Iteration 152Q: 3 clusters Score -6225422 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -6225445.500000 Penalty: 3561.749023
	Iteration 153Q: 3 clusters Score -6225446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -6225467.500000 Penalty: 3561.749023
	Iteration 154Q: 3 clusters Score -6225468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6225480.000000 Penalty: 3561.749023
	Iteration 155Q: 3 clusters Score -6225480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -6225495.000000 Penalty: 3561.749023
	Iteration 156Q: 3 clusters Score -6225495 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -6225511.000000 Penalty: 3561.749023
	Iteration 157Q: 3 clusters Score -6225511 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6225530.500000 Penalty: 3561.749023
	Iteration 158Q: 3 clusters Score -6225530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -6225530.000000 Penalty: 3561.749023
	Iteration 159Q: 3 clusters Score -6225530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -6225545.000000 Penalty: 3561.749023
	Iteration 160F: 3 clusters Score -6225545 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -6225568.000000 Penalty: 3561.749023
	Iteration 161Q: 3 clusters Score -6225568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -6225606.500000 Penalty: 3561.749023
	Iteration 162Q: 3 clusters Score -6225606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6225640.500000 Penalty: 3561.749023
	Iteration 163Q: 3 clusters Score -6225640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -6225703.000000 Penalty: 3561.749023
	Iteration 164Q: 3 clusters Score -6225703 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -6225751.000000 Penalty: 3561.749023
	Iteration 165Q: 3 clusters Score -6225751 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -6225783.500000 Penalty: 3561.749023
	Iteration 166Q: 3 clusters Score -6225784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -6225846.500000 Penalty: 3561.749023
	Iteration 167Q: 3 clusters Score -6225846 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -6225900.000000 Penalty: 3561.749023
	Iteration 168Q: 3 clusters Score -6225900 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6225922.000000 Penalty: 3561.749023
	Iteration 169Q: 3 clusters Score -6225922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -6225966.500000 Penalty: 3561.749023
	Iteration 170Q: 3 clusters Score -6225966 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6226016.500000 Penalty: 3561.749023
	Iteration 171Q: 3 clusters Score -6226016 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6226057.500000 Penalty: 3561.749023
	Iteration 172Q: 3 clusters Score -6226058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6226093.500000 Penalty: 3561.749023
	Iteration 173Q: 3 clusters Score -6226094 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6226117.500000 Penalty: 3561.749023
	Iteration 174Q: 3 clusters Score -6226118 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6226130.500000 Penalty: 3561.749023
	Iteration 175Q: 3 clusters Score -6226130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6226139.000000 Penalty: 3561.749023
	Iteration 176Q: 3 clusters Score -6226139 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6226151.500000 Penalty: 3561.749023
	Iteration 177Q: 3 clusters Score -6226152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -6226180.000000 Penalty: 3561.749023
	Iteration 178Q: 3 clusters Score -6226180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6226203.000000 Penalty: 3561.749023
	Iteration 179Q: 3 clusters Score -6226203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6226208.000000 Penalty: 3561.749023
	Iteration 180F: 3 clusters Score -6226208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6226220.500000 Penalty: 3561.749023
	Iteration 181Q: 3 clusters Score -6226220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6226221.000000 Penalty: 3561.749023
	Iteration 182Q: 3 clusters Score -6226221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6226240.000000 Penalty: 3561.749023
	Iteration 183Q: 3 clusters Score -6226240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6226243.000000 Penalty: 3561.749023
	Iteration 184Q: 3 clusters Score -6226243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6226244.500000 Penalty: 3561.749023
	Iteration 185Q: 3 clusters Score -6226244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6226252.500000 Penalty: 3561.749023
	Iteration 186Q: 3 clusters Score -6226252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6226262.000000 Penalty: 3561.749023
	Iteration 187Q: 3 clusters Score -6226262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6226262.500000 Penalty: 3561.749023
	Iteration 188Q: 3 clusters Score -6226262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6226267.000000 Penalty: 3561.749023
	Iteration 189Q: 3 clusters Score -6226267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6226272.000000 Penalty: 3561.749023
	Iteration 190Q: 3 clusters Score -6226272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6226267.500000 Penalty: 3561.749023
	Iteration 191Q: 3 clusters Score -6226268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6226269.000000 Penalty: 3561.749023
	Iteration 192Q: 3 clusters Score -6226269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6226276.500000 Penalty: 3561.749023
	Iteration 193Q: 3 clusters Score -6226276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6226282.000000 Penalty: 3561.749023
	Iteration 194Q: 3 clusters Score -6226282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6226289.500000 Penalty: 3561.749023
	Iteration 195Q: 3 clusters Score -6226290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6226299.000000 Penalty: 3561.749023
	Iteration 196Q: 3 clusters Score -6226299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6226290.500000 Penalty: 3561.749023
	Iteration 197Q: 3 clusters Score -6226290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6226304.500000 Penalty: 3561.749023
	Iteration 198Q: 3 clusters Score -6226304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6226319.000000 Penalty: 3561.749023
	Iteration 199Q: 3 clusters Score -6226319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6226324.000000 Penalty: 3561.749023
	Iteration 200F: 3 clusters Score -6226324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6226313.000000 Penalty: 3561.749023
	Iteration 201Q: 3 clusters Score -6226313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6226317.500000 Penalty: 3561.749023
	Iteration 202Q: 3 clusters Score -6226318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6226333.000000 Penalty: 3561.749023
	Iteration 203Q: 3 clusters Score -6226333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6226335.500000 Penalty: 3561.749023
	Iteration 204Q: 3 clusters Score -6226336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6226344.500000 Penalty: 3561.749023
	Iteration 205Q: 3 clusters Score -6226344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6226341.500000 Penalty: 3561.749023
	Iteration 206Q: 3 clusters Score -6226342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6226341.000000 Penalty: 3561.749023
	Iteration 207Q: 3 clusters Score -6226341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6226354.500000 Penalty: 3561.749023
	Iteration 208Q: 3 clusters Score -6226354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6226364.000000 Penalty: 3561.749023
	Iteration 209Q: 3 clusters Score -6226364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6226372.500000 Penalty: 3561.749023
	Iteration 210Q: 3 clusters Score -6226372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6226380.000000 Penalty: 3561.749023
	Iteration 211Q: 3 clusters Score -6226380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6226384.500000 Penalty: 3561.749023
	Iteration 212Q: 3 clusters Score -6226384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6226389.000000 Penalty: 3561.749023
	Iteration 213Q: 3 clusters Score -6226389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6226404.000000 Penalty: 3561.749023
	Iteration 214Q: 3 clusters Score -6226404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6226406.000000 Penalty: 3561.749023
	Iteration 215Q: 3 clusters Score -6226406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6226404.500000 Penalty: 3561.749023
	Iteration 216Q: 3 clusters Score -6226404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6226405.500000 Penalty: 3561.749023
	Iteration 217Q: 3 clusters Score -6226406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6226411.500000 Penalty: 3561.749023
	Iteration 218Q: 3 clusters Score -6226412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6226417.500000 Penalty: 3561.749023
	Iteration 219Q: 3 clusters Score -6226418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6226421.500000 Penalty: 3561.749023
	Iteration 220F: 3 clusters Score -6226422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6226428.000000 Penalty: 3561.749023
	Iteration 221Q: 3 clusters Score -6226428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6226429.500000 Penalty: 3561.749023
	Iteration 222Q: 3 clusters Score -6226430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6226428.500000 Penalty: 3561.749023
	Iteration 223Q: 3 clusters Score -6226428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6226440.000000 Penalty: 3561.749023
	Iteration 224Q: 3 clusters Score -6226440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6226452.500000 Penalty: 3561.749023
	Iteration 225Q: 3 clusters Score -6226452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6226461.000000 Penalty: 3561.749023
	Iteration 226Q: 3 clusters Score -6226461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6226456.000000 Penalty: 3561.749023
	Iteration 227Q: 3 clusters Score -6226456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6226454.500000 Penalty: 3561.749023
	Iteration 228Q: 3 clusters Score -6226454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6226463.000000 Penalty: 3561.749023
	Iteration 229Q: 3 clusters Score -6226463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6226466.000000 Penalty: 3561.749023
	Iteration 230Q: 3 clusters Score -6226466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6226471.000000 Penalty: 3561.749023
	Iteration 231Q: 3 clusters Score -6226471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6226471.500000 Penalty: 3561.749023
	Iteration 232Q: 3 clusters Score -6226472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6226477.500000 Penalty: 3561.749023
	Iteration 233Q: 3 clusters Score -6226478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6226481.000000 Penalty: 3561.749023
	Iteration 234Q: 3 clusters Score -6226481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6226490.000000 Penalty: 3561.749023
	Iteration 235Q: 3 clusters Score -6226490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6226497.500000 Penalty: 3561.749023
	Iteration 236Q: 3 clusters Score -6226498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6226510.500000 Penalty: 3561.749023
	Iteration 237Q: 3 clusters Score -6226510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6226515.000000 Penalty: 3561.749023
	Iteration 238Q: 3 clusters Score -6226515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6226510.500000 Penalty: 3561.749023
	Iteration 239Q: 3 clusters Score -6226510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6226518.000000 Penalty: 3561.749023
	Iteration 240F: 3 clusters Score -6226518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6226515.000000 Penalty: 3561.749023
	Iteration 241Q: 3 clusters Score -6226515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6226511.500000 Penalty: 3561.749023
	Iteration 242Q: 3 clusters Score -6226512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6226506.000000 Penalty: 3561.749023
	Iteration 243Q: 3 clusters Score -6226506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6226509.500000 Penalty: 3561.749023
	Iteration 244Q: 3 clusters Score -6226510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6226520.000000 Penalty: 3561.749023
	Iteration 245Q: 3 clusters Score -6226520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6226520.000000 Penalty: 3561.749023
	Iteration 246Q: 3 clusters Score -6226520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6226521.500000 Penalty: 3561.749023
	Iteration 247Q: 3 clusters Score -6226522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6226523.500000 Penalty: 3561.749023
	Iteration 248Q: 3 clusters Score -6226524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6226525.500000 Penalty: 3561.749023
	Iteration 249Q: 3 clusters Score -6226526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6226523.500000 Penalty: 3561.749023
	Iteration 250Q: 3 clusters Score -6226524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6226526.000000 Penalty: 3561.749023
	Iteration 251Q: 3 clusters Score -6226526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6226528.500000 Penalty: 3561.749023
	Iteration 252Q: 3 clusters Score -6226528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6226526.000000 Penalty: 3561.749023
	Iteration 253Q: 3 clusters Score -6226526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6226527.000000 Penalty: 3561.749023
	Iteration 254Q: 3 clusters Score -6226527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6226534.500000 Penalty: 3561.749023
	Iteration 255Q: 3 clusters Score -6226534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6226530.500000 Penalty: 3561.749023
	Iteration 256Q: 3 clusters Score -6226530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6226532.000000 Penalty: 3561.749023
	Iteration 257Q: 3 clusters Score -6226532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6226528.500000 Penalty: 3561.749023
	Iteration 258Q: 3 clusters Score -6226528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6226531.500000 Penalty: 3561.749023
	Iteration 259Q: 3 clusters Score -6226532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6226533.500000 Penalty: 3561.749023
	Iteration 260F: 3 clusters Score -6226534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6226531.500000 Penalty: 3561.749023
	Iteration 261Q: 3 clusters Score -6226532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6226532.000000 Penalty: 3561.749023
	Iteration 262Q: 3 clusters Score -6226532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6226528.000000 Penalty: 3561.749023
	Iteration 263Q: 3 clusters Score -6226528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6226529.000000 Penalty: 3561.749023
	Iteration 264Q: 3 clusters Score -6226529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6226520.000000 Penalty: 3561.749023
	Iteration 265Q: 3 clusters Score -6226520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6226518.500000 Penalty: 3561.749023
	Iteration 266Q: 3 clusters Score -6226518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6226525.500000 Penalty: 3561.749023
	Iteration 267Q: 3 clusters Score -6226526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6226526.500000 Penalty: 3561.749023
	Iteration 268Q: 3 clusters Score -6226526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6226527.500000 Penalty: 3561.749023
	Iteration 269Q: 3 clusters Score -6226528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6226529.000000 Penalty: 3561.749023
	Iteration 270Q: 3 clusters Score -6226529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6226528.500000 Penalty: 3561.749023
	Iteration 271Q: 3 clusters Score -6226528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6226530.500000 Penalty: 3561.749023
	Iteration 272Q: 3 clusters Score -6226530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6226528.500000 Penalty: 3561.749023
	Iteration 273Q: 3 clusters Score -6226528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6226526.500000 Penalty: 3561.749023
	Iteration 274Q: 3 clusters Score -6226526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6226529.000000 Penalty: 3561.749023
	Iteration 275Q: 3 clusters Score -6226529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6226529.000000 Penalty: 3561.749023
	Iteration 276F: 3 clusters Score -6226529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Entering Unmasked Estep 
Score: -5639235.500000 Penalty: 1762.998291
	Iteration 0F: 2 clusters Score -5639236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5604981.000000 Penalty: 3525.996582
	Iteration 0F: 3 clusters Score -5604981 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5618893.000000 Penalty: 3525.996582
	Iteration 1F: 3 clusters Score -5618893 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -5619660.000000 Penalty: 3525.996582
	Iteration 2Q: 3 clusters Score -5619660 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5620464.000000 Penalty: 3525.996582
	Iteration 3Q: 3 clusters Score -5620464 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5621570.500000 Penalty: 3525.996582
	Iteration 4Q: 3 clusters Score -5621570 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5622945.000000 Penalty: 3525.996582
	Iteration 5F: 3 clusters Score -5622945 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -5624699.500000 Penalty: 3525.996582
	Iteration 6F: 3 clusters Score -5624700 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -5627013.500000 Penalty: 3525.996582
	Iteration 7F: 3 clusters Score -5627014 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5629568.000000 Penalty: 3525.996582
	Iteration 8F: 3 clusters Score -5629568 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -5631564.000000 Penalty: 3525.996582
	Iteration 9F: 3 clusters Score -5631564 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -5632567.500000 Penalty: 3525.996582
	Iteration 10Q: 3 clusters Score -5632568 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -5633153.000000 Penalty: 3525.996582
	Iteration 11Q: 3 clusters Score -5633153 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5633514.000000 Penalty: 3525.996582
	Iteration 12Q: 3 clusters Score -5633514 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5633835.000000 Penalty: 3525.996582
	Iteration 13Q: 3 clusters Score -5633835 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5634206.500000 Penalty: 3525.996582
	Iteration 14Q: 3 clusters Score -5634206 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5634548.000000 Penalty: 3525.996582
	Iteration 15Q: 3 clusters Score -5634548 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5634920.000000 Penalty: 3525.996582
	Iteration 16Q: 3 clusters Score -5634920 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5635218.500000 Penalty: 3525.996582
	Iteration 17Q: 3 clusters Score -5635218 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -5635557.000000 Penalty: 3525.996582
	Iteration 18Q: 3 clusters Score -5635557 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5635791.000000 Penalty: 3525.996582
	Iteration 19Q: 3 clusters Score -5635791 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5636083.500000 Penalty: 3525.996582
	Iteration 20F: 3 clusters Score -5636084 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -5636347.000000 Penalty: 3525.996582
	Iteration 21Q: 3 clusters Score -5636347 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -5636596.500000 Penalty: 3525.996582
	Iteration 22Q: 3 clusters Score -5636596 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -5636851.500000 Penalty: 3525.996582
	Iteration 23Q: 3 clusters Score -5636852 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -5637020.500000 Penalty: 3525.996582
	Iteration 24Q: 3 clusters Score -5637020 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -5637177.500000 Penalty: 3525.996582
	Iteration 25Q: 3 clusters Score -5637178 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -5637360.000000 Penalty: 3525.996582
	Iteration 26Q: 3 clusters Score -5637360 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -5637464.000000 Penalty: 3525.996582
	Iteration 27Q: 3 clusters Score -5637464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -5637532.500000 Penalty: 3525.996582
	Iteration 28Q: 3 clusters Score -5637532 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -5637626.500000 Penalty: 3525.996582
	Iteration 29Q: 3 clusters Score -5637626 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -5637701.000000 Penalty: 3525.996582
	Iteration 30Q: 3 clusters Score -5637701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -5637770.500000 Penalty: 3525.996582
	Iteration 31Q: 3 clusters Score -5637770 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -5637833.000000 Penalty: 3525.996582
	Iteration 32Q: 3 clusters Score -5637833 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -5637896.000000 Penalty: 3525.996582
	Iteration 33Q: 3 clusters Score -5637896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -5637938.500000 Penalty: 3525.996582
	Iteration 34Q: 3 clusters Score -5637938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -5637989.000000 Penalty: 3525.996582
	Iteration 35Q: 3 clusters Score -5637989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -5638007.000000 Penalty: 3525.996582
	Iteration 36Q: 3 clusters Score -5638007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -5638015.000000 Penalty: 3525.996582
	Iteration 37Q: 3 clusters Score -5638015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -5638025.500000 Penalty: 3525.996582
	Iteration 38Q: 3 clusters Score -5638026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -5638053.000000 Penalty: 3525.996582
	Iteration 39Q: 3 clusters Score -5638053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -5638090.000000 Penalty: 3525.996582
	Iteration 40F: 3 clusters Score -5638090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -5638100.000000 Penalty: 3525.996582
	Iteration 41Q: 3 clusters Score -5638100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -5638113.500000 Penalty: 3525.996582
	Iteration 42Q: 3 clusters Score -5638114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -5638128.500000 Penalty: 3525.996582
	Iteration 43Q: 3 clusters Score -5638128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -5638132.000000 Penalty: 3525.996582
	Iteration 44Q: 3 clusters Score -5638132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -5638135.000000 Penalty: 3525.996582
	Iteration 45Q: 3 clusters Score -5638135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -5638136.500000 Penalty: 3525.996582
	Iteration 46Q: 3 clusters Score -5638136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -5638144.500000 Penalty: 3525.996582
	Iteration 47Q: 3 clusters Score -5638144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -5638148.500000 Penalty: 3525.996582
	Iteration 48Q: 3 clusters Score -5638148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -5638151.000000 Penalty: 3525.996582
	Iteration 49Q: 3 clusters Score -5638151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -5638156.500000 Penalty: 3525.996582
	Iteration 50Q: 3 clusters Score -5638156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5638153.000000 Penalty: 3525.996582
	Iteration 51Q: 3 clusters Score -5638153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5638153.500000 Penalty: 3525.996582
	Iteration 52Q: 3 clusters Score -5638154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -5638163.000000 Penalty: 3525.996582
	Iteration 53Q: 3 clusters Score -5638163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5638165.500000 Penalty: 3525.996582
	Iteration 54Q: 3 clusters Score -5638166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -5638164.000000 Penalty: 3525.996582
	Iteration 55Q: 3 clusters Score -5638164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -5638169.500000 Penalty: 3525.996582
	Iteration 56Q: 3 clusters Score -5638170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -5638170.000000 Penalty: 3525.996582
	Iteration 57Q: 3 clusters Score -5638170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -5638166.500000 Penalty: 3525.996582
	Iteration 58Q: 3 clusters Score -5638166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -5638166.500000 Penalty: 3525.996582
	Iteration 59Q: 3 clusters Score -5638166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -5638172.000000 Penalty: 3525.996582
	Iteration 60F: 3 clusters Score -5638172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -5638169.000000 Penalty: 3525.996582
	Iteration 61Q: 3 clusters Score -5638169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -5638167.000000 Penalty: 3525.996582
	Iteration 62Q: 3 clusters Score -5638167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -5638166.500000 Penalty: 3525.996582
	Iteration 63Q: 3 clusters Score -5638166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -5638167.500000 Penalty: 3525.996582
	Iteration 64Q: 3 clusters Score -5638168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -5638167.500000 Penalty: 3525.996582
	Iteration 65F: 3 clusters Score -5638168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Entering Unmasked Estep 
Score: -3456300.500000 Penalty: 1682.518188
	Iteration 0F: 2 clusters Score -3456300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3435318.750000 Penalty: 3365.036377
	Iteration 0F: 3 clusters Score -3435319 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3443152.500000 Penalty: 3365.036377
	Iteration 1F: 3 clusters Score -3443152 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3443478.000000 Penalty: 3365.036377
	Iteration 2Q: 3 clusters Score -3443478 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3443770.250000 Penalty: 3365.036377
	Iteration 3Q: 3 clusters Score -3443770 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3444137.750000 Penalty: 3365.036377
	Iteration 4Q: 3 clusters Score -3444138 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3444587.750000 Penalty: 3365.036377
	Iteration 5Q: 3 clusters Score -3444588 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3445252.250000 Penalty: 3365.036377
	Iteration 6Q: 3 clusters Score -3445252 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3446285.000000 Penalty: 3365.036377
	Iteration 7F: 3 clusters Score -3446285 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3447704.750000 Penalty: 3365.036377
	Iteration 8F: 3 clusters Score -3447705 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3449498.000000 Penalty: 3365.036377
	Iteration 9F: 3 clusters Score -3449498 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3451338.500000 Penalty: 3365.036377
	Iteration 10F: 3 clusters Score -3451338 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3452806.000000 Penalty: 3365.036377
	Iteration 11F: 3 clusters Score -3452806 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3453766.000000 Penalty: 3365.036377
	Iteration 12Q: 3 clusters Score -3453766 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3454209.750000 Penalty: 3365.036377
	Iteration 13Q: 3 clusters Score -3454210 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3454456.500000 Penalty: 3365.036377
	Iteration 14Q: 3 clusters Score -3454456 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3454620.500000 Penalty: 3365.036377
	Iteration 15Q: 3 clusters Score -3454620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3454709.500000 Penalty: 3365.036377
	Iteration 16Q: 3 clusters Score -3454710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3454757.750000 Penalty: 3365.036377
	Iteration 17Q: 3 clusters Score -3454758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3454789.750000 Penalty: 3365.036377
	Iteration 18Q: 3 clusters Score -3454790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3454806.500000 Penalty: 3365.036377
	Iteration 19Q: 3 clusters Score -3454806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3454822.500000 Penalty: 3365.036377
	Iteration 20F: 3 clusters Score -3454822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3454824.250000 Penalty: 3365.036377
	Iteration 21Q: 3 clusters Score -3454824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3454835.750000 Penalty: 3365.036377
	Iteration 22Q: 3 clusters Score -3454836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3454836.750000 Penalty: 3365.036377
	Iteration 23Q: 3 clusters Score -3454837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3454840.500000 Penalty: 3365.036377
	Iteration 24Q: 3 clusters Score -3454840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3454843.000000 Penalty: 3365.036377
	Iteration 25Q: 3 clusters Score -3454843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3454852.000000 Penalty: 3365.036377
	Iteration 26Q: 3 clusters Score -3454852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3454852.000000 Penalty: 3365.036377
	Iteration 27Q: 3 clusters Score -3454852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3454853.000000 Penalty: 3365.036377
	Iteration 28Q: 3 clusters Score -3454853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3454853.000000 Penalty: 3365.036377
	Iteration 29F: 3 clusters Score -3454853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (120289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Entering Unmasked Estep 
Score: -13203106.000000 Penalty: 1900.868530
	Iteration 0F: 2 clusters Score -1.320311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -13122634.000000 Penalty: 3801.737061
	Iteration 0F: 3 clusters Score -1.312263e+07 nChanged 57808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -13156550.000000 Penalty: 3801.737061
	Iteration 1F: 3 clusters Score -1.315655e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -13157749.000000 Penalty: 3801.737061
	Iteration 2Q: 3 clusters Score -1.315775e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -13159416.000000 Penalty: 3801.737061
	Iteration 3Q: 3 clusters Score -1.315942e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -13162055.000000 Penalty: 3801.737061
	Iteration 4Q: 3 clusters Score -1.316206e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -13165347.000000 Penalty: 3801.737061
	Iteration 5F: 3 clusters Score -1.316535e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -13169142.000000 Penalty: 3801.737061
	Iteration 6F: 3 clusters Score -1.316914e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -13173221.000000 Penalty: 3801.737061
	Iteration 7F: 3 clusters Score -1.317322e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -13177646.000000 Penalty: 3801.737061
	Iteration 8F: 3 clusters Score -1.317765e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -13182236.000000 Penalty: 3801.737061
	Iteration 9F: 3 clusters Score -1.318224e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -13187037.000000 Penalty: 3801.737061
	Iteration 10Q: 3 clusters Score -1.318704e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -13190884.000000 Penalty: 3801.737061
	Iteration 11Q: 3 clusters Score -1.319088e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -13193295.000000 Penalty: 3801.737061
	Iteration 12Q: 3 clusters Score -1.31933e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -13194863.000000 Penalty: 3801.737061
	Iteration 13Q: 3 clusters Score -1.319486e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -13196181.000000 Penalty: 3801.737061
	Iteration 14Q: 3 clusters Score -1.319618e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -13197116.000000 Penalty: 3801.737061
	Iteration 15Q: 3 clusters Score -1.319712e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -13197799.000000 Penalty: 3801.737061
	Iteration 16Q: 3 clusters Score -1.31978e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -13198298.000000 Penalty: 3801.737061
	Iteration 17Q: 3 clusters Score -1.31983e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -13198679.000000 Penalty: 3801.737061
	Iteration 18Q: 3 clusters Score -1.319868e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -13198983.000000 Penalty: 3801.737061
	Iteration 19Q: 3 clusters Score -1.319898e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -13199281.000000 Penalty: 3801.737061
	Iteration 20F: 3 clusters Score -1.319928e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -13199566.000000 Penalty: 3801.737061
	Iteration 21Q: 3 clusters Score -1.319957e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -13199833.000000 Penalty: 3801.737061
	Iteration 22Q: 3 clusters Score -1.319983e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -13200089.000000 Penalty: 3801.737061
	Iteration 23Q: 3 clusters Score -1.320009e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -13200271.000000 Penalty: 3801.737061
	Iteration 24Q: 3 clusters Score -1.320027e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -13200462.000000 Penalty: 3801.737061
	Iteration 25Q: 3 clusters Score -1.320046e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -13200659.000000 Penalty: 3801.737061
	Iteration 26Q: 3 clusters Score -1.320066e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -13200779.000000 Penalty: 3801.737061
	Iteration 27Q: 3 clusters Score -1.320078e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -13200870.000000 Penalty: 3801.737061
	Iteration 28Q: 3 clusters Score -1.320087e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110885 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -13200962.000000 Penalty: 3801.737061
	Iteration 29Q: 3 clusters Score -1.320096e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -13201088.000000 Penalty: 3801.737061
	Iteration 30Q: 3 clusters Score -1.320109e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -13201201.000000 Penalty: 3801.737061
	Iteration 31Q: 3 clusters Score -1.32012e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -13201290.000000 Penalty: 3801.737061
	Iteration 32Q: 3 clusters Score -1.320129e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -13201339.000000 Penalty: 3801.737061
	Iteration 33Q: 3 clusters Score -1.320134e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -13201349.000000 Penalty: 3801.737061
	Iteration 34Q: 3 clusters Score -1.320135e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -13201403.000000 Penalty: 3801.737061
	Iteration 35Q: 3 clusters Score -1.32014e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -13201493.000000 Penalty: 3801.737061
	Iteration 36Q: 3 clusters Score -1.320149e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -13201515.000000 Penalty: 3801.737061
	Iteration 37Q: 3 clusters Score -1.320152e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113617 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -13201553.000000 Penalty: 3801.737061
	Iteration 38Q: 3 clusters Score -1.320155e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -13201548.000000 Penalty: 3801.737061
	Iteration 39Q: 3 clusters Score -1.320155e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -13201597.000000 Penalty: 3801.737061
	Iteration 40F: 3 clusters Score -1.32016e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -13201692.000000 Penalty: 3801.737061
	Iteration 41Q: 3 clusters Score -1.320169e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -13201707.000000 Penalty: 3801.737061
	Iteration 42Q: 3 clusters Score -1.320171e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -13201758.000000 Penalty: 3801.737061
	Iteration 43Q: 3 clusters Score -1.320176e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -13201799.000000 Penalty: 3801.737061
	Iteration 44Q: 3 clusters Score -1.32018e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -13201863.000000 Penalty: 3801.737061
	Iteration 45Q: 3 clusters Score -1.320186e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -13201883.000000 Penalty: 3801.737061
	Iteration 46Q: 3 clusters Score -1.320188e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -13201898.000000 Penalty: 3801.737061
	Iteration 47Q: 3 clusters Score -1.32019e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115419 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -13201904.000000 Penalty: 3801.737061
	Iteration 48Q: 3 clusters Score -1.32019e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -13201971.000000 Penalty: 3801.737061
	Iteration 49Q: 3 clusters Score -1.320197e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -13201975.000000 Penalty: 3801.737061
	Iteration 50Q: 3 clusters Score -1.320198e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -13201997.000000 Penalty: 3801.737061
	Iteration 51Q: 3 clusters Score -1.3202e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115758 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -13202012.000000 Penalty: 3801.737061
	Iteration 52Q: 3 clusters Score -1.320201e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -13202022.000000 Penalty: 3801.737061
	Iteration 53Q: 3 clusters Score -1.320202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -13202053.000000 Penalty: 3801.737061
	Iteration 54Q: 3 clusters Score -1.320205e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -13202039.000000 Penalty: 3801.737061
	Iteration 55Q: 3 clusters Score -1.320204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -13202031.000000 Penalty: 3801.737061
	Iteration 56Q: 3 clusters Score -1.320203e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -13202030.000000 Penalty: 3801.737061
	Iteration 57Q: 3 clusters Score -1.320203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116079 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13202025.000000 Penalty: 3801.737061
	Iteration 58Q: 3 clusters Score -1.320202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116103 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -13202034.000000 Penalty: 3801.737061
	Iteration 59Q: 3 clusters Score -1.320203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116121 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -13202036.000000 Penalty: 3801.737061
	Iteration 60F: 3 clusters Score -1.320204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116139 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -13202033.000000 Penalty: 3801.737061
	Iteration 61Q: 3 clusters Score -1.320203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -13202017.000000 Penalty: 3801.737061
	Iteration 62Q: 3 clusters Score -1.320202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -13202031.000000 Penalty: 3801.737061
	Iteration 63Q: 3 clusters Score -1.320203e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -13202028.000000 Penalty: 3801.737061
	Iteration 64Q: 3 clusters Score -1.320203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -13202026.000000 Penalty: 3801.737061
	Iteration 65Q: 3 clusters Score -1.320203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -13202017.000000 Penalty: 3801.737061
	Iteration 66Q: 3 clusters Score -1.320202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -13202016.000000 Penalty: 3801.737061
	Iteration 67Q: 3 clusters Score -1.320202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -13202000.000000 Penalty: 3801.737061
	Iteration 68Q: 3 clusters Score -1.3202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -13202014.000000 Penalty: 3801.737061
	Iteration 69Q: 3 clusters Score -1.320201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -13202020.000000 Penalty: 3801.737061
	Iteration 70Q: 3 clusters Score -1.320202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -13202035.000000 Penalty: 3801.737061
	Iteration 71Q: 3 clusters Score -1.320204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -13202038.000000 Penalty: 3801.737061
	Iteration 72Q: 3 clusters Score -1.320204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116310 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -13202039.000000 Penalty: 3801.737061
	Iteration 73Q: 3 clusters Score -1.320204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13202044.000000 Penalty: 3801.737061
	Iteration 74Q: 3 clusters Score -1.320204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -13202029.000000 Penalty: 3801.737061
	Iteration 75Q: 3 clusters Score -1.320203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -13202041.000000 Penalty: 3801.737061
	Iteration 76Q: 3 clusters Score -1.320204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116356 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -13202029.000000 Penalty: 3801.737061
	Iteration 77Q: 3 clusters Score -1.320203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -13202029.000000 Penalty: 3801.737061
	Iteration 78Q: 3 clusters Score -1.320203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -13202022.000000 Penalty: 3801.737061
	Iteration 79Q: 3 clusters Score -1.320202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -13202028.000000 Penalty: 3801.737061
	Iteration 80F: 3 clusters Score -1.320203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -13202021.000000 Penalty: 3801.737061
	Iteration 81Q: 3 clusters Score -1.320202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -13202010.000000 Penalty: 3801.737061
	Iteration 82Q: 3 clusters Score -1.320201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -13202021.000000 Penalty: 3801.737061
	Iteration 83Q: 3 clusters Score -1.320202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -13202023.000000 Penalty: 3801.737061
	Iteration 84Q: 3 clusters Score -1.320202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -13202039.000000 Penalty: 3801.737061
	Iteration 85Q: 3 clusters Score -1.320204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116477 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -13202029.000000 Penalty: 3801.737061
	Iteration 86Q: 3 clusters Score -1.320203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -13202025.000000 Penalty: 3801.737061
	Iteration 87Q: 3 clusters Score -1.320202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -13202048.000000 Penalty: 3801.737061
	Iteration 88Q: 3 clusters Score -1.320205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -13202040.000000 Penalty: 3801.737061
	Iteration 89Q: 3 clusters Score -1.320204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116537 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -13202043.000000 Penalty: 3801.737061
	Iteration 90Q: 3 clusters Score -1.320204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -13202024.000000 Penalty: 3801.737061
	Iteration 91Q: 3 clusters Score -1.320202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13202026.000000 Penalty: 3801.737061
	Iteration 92Q: 3 clusters Score -1.320203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -13202026.000000 Penalty: 3801.737061
	Iteration 93Q: 3 clusters Score -1.320203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -13202064.000000 Penalty: 3801.737061
	Iteration 94Q: 3 clusters Score -1.320206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116643 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -13202067.000000 Penalty: 3801.737061
	Iteration 95Q: 3 clusters Score -1.320207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -13202052.000000 Penalty: 3801.737061
	Iteration 96Q: 3 clusters Score -1.320205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13202048.000000 Penalty: 3801.737061
	Iteration 97Q: 3 clusters Score -1.320205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116698 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -13202045.000000 Penalty: 3801.737061
	Iteration 98Q: 3 clusters Score -1.320204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116713 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -13202022.000000 Penalty: 3801.737061
	Iteration 99Q: 3 clusters Score -1.320202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -13202024.000000 Penalty: 3801.737061
	Iteration 100F: 3 clusters Score -1.320202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -13202020.000000 Penalty: 3801.737061
	Iteration 101Q: 3 clusters Score -1.320202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -13202022.000000 Penalty: 3801.737061
	Iteration 102Q: 3 clusters Score -1.320202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116778 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -13202040.000000 Penalty: 3801.737061
	Iteration 103Q: 3 clusters Score -1.320204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116790 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -13202045.000000 Penalty: 3801.737061
	Iteration 104Q: 3 clusters Score -1.320204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -13202053.000000 Penalty: 3801.737061
	Iteration 105Q: 3 clusters Score -1.320205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -13202046.000000 Penalty: 3801.737061
	Iteration 106Q: 3 clusters Score -1.320205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -13202045.000000 Penalty: 3801.737061
	Iteration 107Q: 3 clusters Score -1.320204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116840 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13202044.000000 Penalty: 3801.737061
	Iteration 108Q: 3 clusters Score -1.320204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116859 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -13202053.000000 Penalty: 3801.737061
	Iteration 109Q: 3 clusters Score -1.320205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -13202051.000000 Penalty: 3801.737061
	Iteration 110Q: 3 clusters Score -1.320205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -13202043.000000 Penalty: 3801.737061
	Iteration 111Q: 3 clusters Score -1.320204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -13202029.000000 Penalty: 3801.737061
	Iteration 112Q: 3 clusters Score -1.320203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116927 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -13202025.000000 Penalty: 3801.737061
	Iteration 113Q: 3 clusters Score -1.320202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116946 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -13202022.000000 Penalty: 3801.737061
	Iteration 114Q: 3 clusters Score -1.320202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -13202032.000000 Penalty: 3801.737061
	Iteration 115Q: 3 clusters Score -1.320203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13202029.000000 Penalty: 3801.737061
	Iteration 116Q: 3 clusters Score -1.320203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -13202037.000000 Penalty: 3801.737061
	Iteration 117Q: 3 clusters Score -1.320204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -13202033.000000 Penalty: 3801.737061
	Iteration 118Q: 3 clusters Score -1.320203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -13202030.000000 Penalty: 3801.737061
	Iteration 119Q: 3 clusters Score -1.320203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -13202032.000000 Penalty: 3801.737061
	Iteration 120F: 3 clusters Score -1.320203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -13202041.000000 Penalty: 3801.737061
	Iteration 121Q: 3 clusters Score -1.320204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -13202033.000000 Penalty: 3801.737061
	Iteration 122Q: 3 clusters Score -1.320203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -13202040.000000 Penalty: 3801.737061
	Iteration 123Q: 3 clusters Score -1.320204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -13202043.000000 Penalty: 3801.737061
	Iteration 124Q: 3 clusters Score -1.320204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13202045.000000 Penalty: 3801.737061
	Iteration 125Q: 3 clusters Score -1.320204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13202054.000000 Penalty: 3801.737061
	Iteration 126Q: 3 clusters Score -1.320205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -13202042.000000 Penalty: 3801.737061
	Iteration 127Q: 3 clusters Score -1.320204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -13202037.000000 Penalty: 3801.737061
	Iteration 128Q: 3 clusters Score -1.320204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117144 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -13202039.000000 Penalty: 3801.737061
	Iteration 129Q: 3 clusters Score -1.320204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -13202054.000000 Penalty: 3801.737061
	Iteration 130Q: 3 clusters Score -1.320205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -13202051.000000 Penalty: 3801.737061
	Iteration 131Q: 3 clusters Score -1.320205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -13202060.000000 Penalty: 3801.737061
	Iteration 132Q: 3 clusters Score -1.320206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -13202084.000000 Penalty: 3801.737061
	Iteration 133Q: 3 clusters Score -1.320208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -13202078.000000 Penalty: 3801.737061
	Iteration 134Q: 3 clusters Score -1.320208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -13202077.000000 Penalty: 3801.737061
	Iteration 135Q: 3 clusters Score -1.320208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -13202055.000000 Penalty: 3801.737061
	Iteration 136Q: 3 clusters Score -1.320206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13202070.000000 Penalty: 3801.737061
	Iteration 137Q: 3 clusters Score -1.320207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13202076.000000 Penalty: 3801.737061
	Iteration 138Q: 3 clusters Score -1.320208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -13202082.000000 Penalty: 3801.737061
	Iteration 139Q: 3 clusters Score -1.320208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13202082.000000 Penalty: 3801.737061
	Iteration 140F: 3 clusters Score -1.320208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -13202084.000000 Penalty: 3801.737061
	Iteration 141Q: 3 clusters Score -1.320208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13202085.000000 Penalty: 3801.737061
	Iteration 142Q: 3 clusters Score -1.320208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13202085.000000 Penalty: 3801.737061
	Iteration 143F: 3 clusters Score -1.320208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -386491.625000 Penalty: 1326.871582
	Iteration 0F: 2 clusters Score -386491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -383435.562500 Penalty: 2653.743164
	Iteration 0F: 3 clusters Score -383435.6 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -384386.031250 Penalty: 2653.743164
	Iteration 1F: 3 clusters Score -384386 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -384967.750000 Penalty: 2653.743164
	Iteration 2F: 3 clusters Score -384967.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -385327.000000 Penalty: 2653.743164
	Iteration 3F: 3 clusters Score -385327 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -385590.218750 Penalty: 2653.743164
	Iteration 4F: 3 clusters Score -385590.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -385856.312500 Penalty: 2653.743164
	Iteration 5F: 3 clusters Score -385856.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -386065.625000 Penalty: 2653.743164
	Iteration 6F: 3 clusters Score -386065.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -386212.906250 Penalty: 2653.743164
	Iteration 7Q: 3 clusters Score -386212.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -386314.156250 Penalty: 2653.743164
	Iteration 8Q: 3 clusters Score -386314.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -386392.031250 Penalty: 2653.743164
	Iteration 9Q: 3 clusters Score -386392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -386431.718750 Penalty: 2653.743164
	Iteration 10Q: 3 clusters Score -386431.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -386451.437500 Penalty: 2653.743164
	Iteration 11Q: 3 clusters Score -386451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -386460.218750 Penalty: 2653.743164
	Iteration 12Q: 3 clusters Score -386460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -386465.000000 Penalty: 2653.743164
	Iteration 13Q: 3 clusters Score -386465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -386465.906250 Penalty: 2653.743164
	Iteration 14Q: 3 clusters Score -386465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -386467.031250 Penalty: 2653.743164
	Iteration 15Q: 3 clusters Score -386467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -386467.312500 Penalty: 2653.743164
	Iteration 16Q: 3 clusters Score -386467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -386467.312500 Penalty: 2653.743164
	Iteration 17F: 3 clusters Score -386467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 18521 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 52029 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 31519 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 126672 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 177342 members 
Mstep: Class 13 contains 145466 members 
Mstep: Class 14 contains 17736 members 
Mstep: Class 15 contains 57482 members 
Mstep: Class 20 contains 51494 members 
Mstep: Class 21 contains 31381 members 
Mstep: Class 22 contains 120289 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861472.000000 Penalty: 44658.785156
Iteration 79Q: 21 clusters Score -9.886147e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 18469 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 52072 members 
Mstep: Class 5 contains 880 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 126638 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 177073 members 
Mstep: Class 13 contains 145259 members 
Mstep: Class 14 contains 17758 members 
Mstep: Class 15 contains 57912 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 20 contains 51336 members 
Mstep: Class 21 contains 31434 members 
Mstep: Class 22 contains 120321 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861848.000000 Penalty: 44658.785156
Iteration 80F: 21 clusters Score -9.886185e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 18421 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 52124 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 31797 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 126583 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 176756 members 
Mstep: Class 13 contains 145169 members 
Mstep: Class 14 contains 17790 members 
Mstep: Class 15 contains 58327 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 20 contains 51171 members 
Mstep: Class 21 contains 31462 members 
Mstep: Class 22 contains 120246 members 
Mstep: Class 23 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862192.000000 Penalty: 44658.785156
Iteration 81Q: 21 clusters Score -9.886219e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 18365 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 52173 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 31954 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126522 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 176465 members 
Mstep: Class 13 contains 145065 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 58753 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 20 contains 50986 members 
Mstep: Class 21 contains 31497 members 
Mstep: Class 22 contains 120199 members 
Mstep: Class 23 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862608.000000 Penalty: 44658.785156
Iteration 82Q: 21 clusters Score -9.886261e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 18287 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 52222 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 32124 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126468 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 176160 members 
Mstep: Class 13 contains 144978 members 
Mstep: Class 14 contains 17834 members 
Mstep: Class 15 contains 59182 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 20 contains 50834 members 
Mstep: Class 21 contains 31530 members 
Mstep: Class 22 contains 120164 members 
Mstep: Class 23 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862936.000000 Penalty: 44658.785156
Iteration 83Q: 21 clusters Score -9.886294e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 18190 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 52266 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 32262 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126423 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 175884 members 
Mstep: Class 13 contains 144907 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 15 contains 59622 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 20 contains 50692 members 
Mstep: Class 21 contains 31566 members 
Mstep: Class 22 contains 120141 members 
Mstep: Class 23 contains 3553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863200.000000 Penalty: 44658.785156
Iteration 84Q: 21 clusters Score -9.88632e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 18081 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 52300 members 
Mstep: Class 5 contains 1000 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 32419 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126378 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 175595 members 
Mstep: Class 13 contains 144823 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 15 contains 60052 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 20 contains 50560 members 
Mstep: Class 21 contains 31616 members 
Mstep: Class 22 contains 120130 members 
Mstep: Class 23 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863320.000000 Penalty: 44658.785156
Iteration 85Q: 21 clusters Score -9.886332e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 52342 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126321 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 175328 members 
Mstep: Class 13 contains 144746 members 
Mstep: Class 14 contains 17896 members 
Mstep: Class 15 contains 60507 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 20 contains 50437 members 
Mstep: Class 21 contains 31657 members 
Mstep: Class 22 contains 120129 members 
Mstep: Class 23 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863464.000000 Penalty: 44658.785156
Iteration 86Q: 21 clusters Score -9.886346e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 17803 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 52389 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 32740 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126275 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 175052 members 
Mstep: Class 13 contains 144679 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 60952 members 
Mstep: Class 16 contains 2584 members 
Mstep: Class 20 contains 50316 members 
Mstep: Class 21 contains 31681 members 
Mstep: Class 22 contains 120141 members 
Mstep: Class 23 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864032.000000 Penalty: 44658.785156
Iteration 87Q: 21 clusters Score -9.886403e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 17694 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 52432 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 32886 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126235 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 174842 members 
Mstep: Class 13 contains 144591 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 61353 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 20 contains 50200 members 
Mstep: Class 21 contains 31686 members 
Mstep: Class 22 contains 120158 members 
Mstep: Class 23 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864248.000000 Penalty: 44658.785156
Iteration 88Q: 21 clusters Score -9.886425e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 17571 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 52477 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 33052 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126202 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 174628 members 
Mstep: Class 13 contains 144501 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 61708 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 20 contains 50100 members 
Mstep: Class 21 contains 31700 members 
Mstep: Class 22 contains 120162 members 
Mstep: Class 23 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864240.000000 Penalty: 44658.785156
Iteration 89Q: 21 clusters Score -9.886424e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 52527 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 33223 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126172 members 
Mstep: Class 11 contains 2569 members 
Mstep: Class 12 contains 174419 members 
Mstep: Class 13 contains 144443 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 62048 members 
Mstep: Class 16 contains 2601 members 
Mstep: Class 20 contains 50025 members 
Mstep: Class 21 contains 31695 members 
Mstep: Class 22 contains 120162 members 
Mstep: Class 23 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864464.000000 Penalty: 44658.785156
Iteration 90Q: 21 clusters Score -9.886446e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 17248 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 52564 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 33393 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126131 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 174246 members 
Mstep: Class 13 contains 144364 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 62370 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 20 contains 49940 members 
Mstep: Class 21 contains 31717 members 
Mstep: Class 22 contains 120169 members 
Mstep: Class 23 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864576.000000 Penalty: 44658.785156
Iteration 91Q: 21 clusters Score -9.886458e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 17087 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 52600 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 33577 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126085 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 174085 members 
Mstep: Class 13 contains 144276 members 
Mstep: Class 14 contains 18036 members 
Mstep: Class 15 contains 62682 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 20 contains 49862 members 
Mstep: Class 21 contains 31733 members 
Mstep: Class 22 contains 120178 members 
Mstep: Class 23 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864776.000000 Penalty: 44658.785156
Iteration 92Q: 21 clusters Score -9.886478e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 16897 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 52628 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 33790 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 126017 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 173945 members 
Mstep: Class 13 contains 144188 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 62986 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 20 contains 49775 members 
Mstep: Class 21 contains 31745 members 
Mstep: Class 22 contains 120189 members 
Mstep: Class 23 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864752.000000 Penalty: 44658.785156
Iteration 93Q: 21 clusters Score -9.886475e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 16724 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 52657 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 33993 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125954 members 
Mstep: Class 11 contains 2579 members 
Mstep: Class 12 contains 173802 members 
Mstep: Class 13 contains 144116 members 
Mstep: Class 14 contains 18102 members 
Mstep: Class 15 contains 63273 members 
Mstep: Class 16 contains 2617 members 
Mstep: Class 20 contains 49702 members 
Mstep: Class 21 contains 31745 members 
Mstep: Class 22 contains 120193 members 
Mstep: Class 23 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864672.000000 Penalty: 44658.785156
Iteration 94Q: 21 clusters Score -9.886467e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 16567 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 52689 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 34187 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125876 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 173660 members 
Mstep: Class 13 contains 144040 members 
Mstep: Class 14 contains 18130 members 
Mstep: Class 15 contains 63590 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 20 contains 49610 members 
Mstep: Class 21 contains 31747 members 
Mstep: Class 22 contains 120211 members 
Mstep: Class 23 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864912.000000 Penalty: 44658.785156
Iteration 95Q: 21 clusters Score -9.886491e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 16386 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 52739 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 34382 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125825 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 173499 members 
Mstep: Class 13 contains 143940 members 
Mstep: Class 14 contains 18151 members 
Mstep: Class 15 contains 63884 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 20 contains 49533 members 
Mstep: Class 21 contains 31760 members 
Mstep: Class 22 contains 120236 members 
Mstep: Class 23 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864896.000000 Penalty: 44658.785156
Iteration 96Q: 21 clusters Score -9.88649e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 16213 members 
Mstep: Class 3 contains 3487 members 
Mstep: Class 4 contains 52776 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 34551 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125791 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 173340 members 
Mstep: Class 13 contains 143844 members 
Mstep: Class 14 contains 18183 members 
Mstep: Class 15 contains 64182 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 20 contains 49482 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 120250 members 
Mstep: Class 23 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865080.000000 Penalty: 44658.785156
Iteration 97Q: 21 clusters Score -9.886508e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 52813 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 34705 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125765 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 173214 members 
Mstep: Class 13 contains 143725 members 
Mstep: Class 14 contains 18204 members 
Mstep: Class 15 contains 64460 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 20 contains 49425 members 
Mstep: Class 21 contains 31771 members 
Mstep: Class 22 contains 120269 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865088.000000 Penalty: 44658.785156
Iteration 98Q: 21 clusters Score -9.886509e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 15930 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 52845 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 34849 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125732 members 
Mstep: Class 11 contains 2595 members 
Mstep: Class 12 contains 173083 members 
Mstep: Class 13 contains 143622 members 
Mstep: Class 14 contains 18226 members 
Mstep: Class 15 contains 64710 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 20 contains 49367 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 120286 members 
Mstep: Class 23 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865176.000000 Penalty: 44658.785156
Iteration 99Q: 21 clusters Score -9.886518e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 15813 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 52868 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 34977 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125705 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 172976 members 
Mstep: Class 13 contains 143513 members 
Mstep: Class 14 contains 18256 members 
Mstep: Class 15 contains 64946 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 20 contains 49316 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 120300 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865392.000000 Penalty: 44658.785156
Iteration 100F: 21 clusters Score -9.886539e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 52885 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35131 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125684 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 172852 members 
Mstep: Class 13 contains 143410 members 
Mstep: Class 14 contains 18285 members 
Mstep: Class 15 contains 65201 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 20 contains 49279 members 
Mstep: Class 21 contains 31797 members 
Mstep: Class 22 contains 120310 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865424.000000 Penalty: 44658.785156
Iteration 101Q: 21 clusters Score -9.886542e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 15520 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 4 contains 52919 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35265 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125669 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 172721 members 
Mstep: Class 13 contains 143328 members 
Mstep: Class 14 contains 18309 members 
Mstep: Class 15 contains 65433 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 20 contains 49244 members 
Mstep: Class 21 contains 31807 members 
Mstep: Class 22 contains 120322 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865352.000000 Penalty: 44658.785156
Iteration 102Q: 21 clusters Score -9.886535e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 52947 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35399 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125652 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 172575 members 
Mstep: Class 13 contains 143245 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 65683 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 20 contains 49208 members 
Mstep: Class 21 contains 31823 members 
Mstep: Class 22 contains 120338 members 
Mstep: Class 23 contains 3605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865488.000000 Penalty: 44658.785156
Iteration 103Q: 21 clusters Score -9.886549e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 15227 members 
Mstep: Class 3 contains 3532 members 
Mstep: Class 4 contains 52965 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35532 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125642 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 172432 members 
Mstep: Class 13 contains 143168 members 
Mstep: Class 14 contains 18344 members 
Mstep: Class 15 contains 65942 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 20 contains 49178 members 
Mstep: Class 21 contains 31833 members 
Mstep: Class 22 contains 120353 members 
Mstep: Class 23 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865392.000000 Penalty: 44658.785156
Iteration 104Q: 21 clusters Score -9.886539e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 52990 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35667 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125635 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 172286 members 
Mstep: Class 13 contains 143105 members 
Mstep: Class 14 contains 18361 members 
Mstep: Class 15 contains 66181 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 20 contains 49158 members 
Mstep: Class 21 contains 31846 members 
Mstep: Class 22 contains 120358 members 
Mstep: Class 23 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865696.000000 Penalty: 44658.785156
Iteration 105Q: 21 clusters Score -9.88657e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 14917 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 53010 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35787 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125614 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 12 contains 172146 members 
Mstep: Class 13 contains 143025 members 
Mstep: Class 14 contains 18369 members 
Mstep: Class 15 contains 66448 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 20 contains 49146 members 
Mstep: Class 21 contains 31857 members 
Mstep: Class 22 contains 120363 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865976.000000 Penalty: 44658.785156
Iteration 106Q: 21 clusters Score -9.886598e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 14781 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 53040 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 35924 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125589 members 
Mstep: Class 11 contains 2603 members 
Mstep: Class 12 contains 172003 members 
Mstep: Class 13 contains 142948 members 
Mstep: Class 14 contains 18390 members 
Mstep: Class 15 contains 66680 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 20 contains 49144 members 
Mstep: Class 21 contains 31869 members 
Mstep: Class 22 contains 120373 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98865984.000000 Penalty: 44658.785156
Iteration 107Q: 21 clusters Score -9.886598e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 14651 members 
Mstep: Class 3 contains 3544 members 
Mstep: Class 4 contains 53065 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 36053 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125570 members 
Mstep: Class 11 contains 2603 members 
Mstep: Class 12 contains 171851 members 
Mstep: Class 13 contains 142878 members 
Mstep: Class 14 contains 18406 members 
Mstep: Class 15 contains 66937 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 20 contains 49116 members 
Mstep: Class 21 contains 31888 members 
Mstep: Class 22 contains 120376 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866120.000000 Penalty: 44658.785156
Iteration 108Q: 21 clusters Score -9.886612e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 4 contains 53089 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 36184 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125566 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 12 contains 171690 members 
Mstep: Class 13 contains 142816 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 67196 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 20 contains 49098 members 
Mstep: Class 21 contains 31898 members 
Mstep: Class 22 contains 120385 members 
Mstep: Class 23 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866120.000000 Penalty: 44658.785156
Iteration 109Q: 21 clusters Score -9.886612e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 14383 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 4 contains 53107 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 36312 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 125539 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 12 contains 171532 members 
Mstep: Class 13 contains 142729 members 
Mstep: Class 14 contains 18418 members 
Mstep: Class 15 contains 67487 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 20 contains 49075 members 
Mstep: Class 21 contains 31895 members 
Mstep: Class 22 contains 120401 members 
Mstep: Class 23 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866064.000000 Penalty: 44658.785156
Iteration 110Q: 21 clusters Score -9.886606e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 4 contains 53127 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 36415 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 125521 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 12 contains 171364 members 
Mstep: Class 13 contains 142640 members 
Mstep: Class 14 contains 18433 members 
Mstep: Class 15 contains 67793 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 20 contains 49055 members 
Mstep: Class 21 contains 31891 members 
Mstep: Class 22 contains 120418 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866080.000000 Penalty: 44658.785156
Iteration 111Q: 21 clusters Score -9.886608e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 4 contains 53140 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 36512 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125496 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 12 contains 171182 members 
Mstep: Class 13 contains 142568 members 
Mstep: Class 14 contains 18442 members 
Mstep: Class 15 contains 68120 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 21 contains 31890 members 
Mstep: Class 22 contains 120434 members 
Mstep: Class 23 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866120.000000 Penalty: 44658.785156
Iteration 112Q: 21 clusters Score -9.886612e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 14072 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 4 contains 53162 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 36613 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 125470 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 171049 members 
Mstep: Class 13 contains 142482 members 
Mstep: Class 14 contains 18440 members 
Mstep: Class 15 contains 68435 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 20 contains 48972 members 
Mstep: Class 21 contains 31899 members 
Mstep: Class 22 contains 120447 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866296.000000 Penalty: 44658.785156
Iteration 113Q: 21 clusters Score -9.88663e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 13945 members 
Mstep: Class 3 contains 3574 members 
Mstep: Class 4 contains 53180 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 36739 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 125434 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 170889 members 
Mstep: Class 13 contains 142389 members 
Mstep: Class 14 contains 18441 members 
Mstep: Class 15 contains 68760 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 20 contains 48944 members 
Mstep: Class 21 contains 31912 members 
Mstep: Class 22 contains 120472 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866416.000000 Penalty: 44658.785156
Iteration 114Q: 21 clusters Score -9.886642e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 3576 members 
Mstep: Class 4 contains 53212 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 36873 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 125406 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 170737 members 
Mstep: Class 13 contains 142309 members 
Mstep: Class 14 contains 18444 members 
Mstep: Class 15 contains 69077 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 20 contains 48911 members 
Mstep: Class 21 contains 31919 members 
Mstep: Class 22 contains 120494 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866464.000000 Penalty: 44658.785156
Iteration 115Q: 21 clusters Score -9.886646e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 3576 members 
Mstep: Class 4 contains 53254 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 125371 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 170561 members 
Mstep: Class 13 contains 142244 members 
Mstep: Class 14 contains 18437 members 
Mstep: Class 15 contains 69404 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 20 contains 48869 members 
Mstep: Class 21 contains 31923 members 
Mstep: Class 22 contains 120512 members 
Mstep: Class 23 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866568.000000 Penalty: 44658.785156
Iteration 116Q: 21 clusters Score -9.886657e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 13470 members 
Mstep: Class 3 contains 3579 members 
Mstep: Class 4 contains 53284 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 37193 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 125328 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 170363 members 
Mstep: Class 13 contains 142171 members 
Mstep: Class 14 contains 18429 members 
Mstep: Class 15 contains 69777 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 20 contains 48826 members 
Mstep: Class 21 contains 31922 members 
Mstep: Class 22 contains 120528 members 
Mstep: Class 23 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866552.000000 Penalty: 44658.785156
Iteration 117Q: 21 clusters Score -9.886655e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 13287 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 53314 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 37345 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125261 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 170203 members 
Mstep: Class 13 contains 142120 members 
Mstep: Class 14 contains 18424 members 
Mstep: Class 15 contains 70125 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 20 contains 48787 members 
Mstep: Class 21 contains 31924 members 
Mstep: Class 22 contains 120553 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866680.000000 Penalty: 44658.785156
Iteration 118Q: 21 clusters Score -9.886668e+07 nChanged 895
Entering ConstructFrom: 
Score: -98866680.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (77404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Entering Unmasked Estep 
Score: -8504630.000000 Penalty: 1829.229004
	Iteration 0F: 2 clusters Score -8504630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -8452736.000000 Penalty: 3658.458008
	Iteration 0F: 3 clusters Score -8452736 nChanged 36927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8474202.000000 Penalty: 3658.458008
	Iteration 1F: 3 clusters Score -8474202 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -8474709.000000 Penalty: 3658.458008
	Iteration 2Q: 3 clusters Score -8474709 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -8475317.000000 Penalty: 3658.458008
	Iteration 3Q: 3 clusters Score -8475317 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -8476132.000000 Penalty: 3658.458008
	Iteration 4Q: 3 clusters Score -8476132 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -8477577.000000 Penalty: 3658.458008
	Iteration 5Q: 3 clusters Score -8477577 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -8479960.000000 Penalty: 3658.458008
	Iteration 6F: 3 clusters Score -8479960 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -8483849.000000 Penalty: 3658.458008
	Iteration 7F: 3 clusters Score -8483849 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -8489257.000000 Penalty: 3658.458008
	Iteration 8F: 3 clusters Score -8489257 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -8494868.000000 Penalty: 3658.458008
	Iteration 9F: 3 clusters Score -8494868 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8499011.000000 Penalty: 3658.458008
	Iteration 10F: 3 clusters Score -8499011 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8501333.000000 Penalty: 3658.458008
	Iteration 11Q: 3 clusters Score -8501333 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8502393.000000 Penalty: 3658.458008
	Iteration 12Q: 3 clusters Score -8502393 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8502822.000000 Penalty: 3658.458008
	Iteration 13Q: 3 clusters Score -8502822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8502973.000000 Penalty: 3658.458008
	Iteration 14Q: 3 clusters Score -8502973 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8503043.000000 Penalty: 3658.458008
	Iteration 15Q: 3 clusters Score -8503043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8503089.000000 Penalty: 3658.458008
	Iteration 16Q: 3 clusters Score -8503089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8503116.000000 Penalty: 3658.458008
	Iteration 17Q: 3 clusters Score -8503116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8503123.000000 Penalty: 3658.458008
	Iteration 18Q: 3 clusters Score -8503123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8503134.000000 Penalty: 3658.458008
	Iteration 19Q: 3 clusters Score -8503134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8503148.000000 Penalty: 3658.458008
	Iteration 20F: 3 clusters Score -8503148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3658.458008
	Iteration 21Q: 3 clusters Score -8503152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8503168.000000 Penalty: 3658.458008
	Iteration 22Q: 3 clusters Score -8503168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8503175.000000 Penalty: 3658.458008
	Iteration 23Q: 3 clusters Score -8503175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8503186.000000 Penalty: 3658.458008
	Iteration 24Q: 3 clusters Score -8503186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8503187.000000 Penalty: 3658.458008
	Iteration 25Q: 3 clusters Score -8503187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8503192.000000 Penalty: 3658.458008
	Iteration 26Q: 3 clusters Score -8503192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8503196.000000 Penalty: 3658.458008
	Iteration 27Q: 3 clusters Score -8503196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8503207.000000 Penalty: 3658.458008
	Iteration 28Q: 3 clusters Score -8503207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8503204.000000 Penalty: 3658.458008
	Iteration 29Q: 3 clusters Score -8503204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8503204.000000 Penalty: 3658.458008
	Iteration 30F: 3 clusters Score -8503204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Entering Unmasked Estep 
Score: -1467436.750000 Penalty: 1540.410767
	Iteration 0F: 2 clusters Score -1467437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1458293.500000 Penalty: 3080.821533
	Iteration 0F: 3 clusters Score -1458294 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1461354.750000 Penalty: 3080.821533
	Iteration 1F: 3 clusters Score -1461355 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1461598.375000 Penalty: 3080.821533
	Iteration 2F: 3 clusters Score -1461598 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1461777.625000 Penalty: 3080.821533
	Iteration 3Q: 3 clusters Score -1461778 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1461900.125000 Penalty: 3080.821533
	Iteration 4Q: 3 clusters Score -1461900 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1462001.250000 Penalty: 3080.821533
	Iteration 5Q: 3 clusters Score -1462001 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1462109.375000 Penalty: 3080.821533
	Iteration 6Q: 3 clusters Score -1462109 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1462212.500000 Penalty: 3080.821533
	Iteration 7Q: 3 clusters Score -1462212 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1462319.250000 Penalty: 3080.821533
	Iteration 8Q: 3 clusters Score -1462319 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1462446.250000 Penalty: 3080.821533
	Iteration 9Q: 3 clusters Score -1462446 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1462621.625000 Penalty: 3080.821533
	Iteration 10Q: 3 clusters Score -1462622 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1462885.625000 Penalty: 3080.821533
	Iteration 11Q: 3 clusters Score -1462886 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1463258.625000 Penalty: 3080.821533
	Iteration 12Q: 3 clusters Score -1463259 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1463743.125000 Penalty: 3080.821533
	Iteration 13F: 3 clusters Score -1463743 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1464327.875000 Penalty: 3080.821533
	Iteration 14F: 3 clusters Score -1464328 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1464935.000000 Penalty: 3080.821533
	Iteration 15F: 3 clusters Score -1464935 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1465421.625000 Penalty: 3080.821533
	Iteration 16Q: 3 clusters Score -1465422 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1465727.750000 Penalty: 3080.821533
	Iteration 17Q: 3 clusters Score -1465728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1465878.875000 Penalty: 3080.821533
	Iteration 18Q: 3 clusters Score -1465879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1465949.000000 Penalty: 3080.821533
	Iteration 19Q: 3 clusters Score -1465949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1465982.500000 Penalty: 3080.821533
	Iteration 20F: 3 clusters Score -1465982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1466007.500000 Penalty: 3080.821533
	Iteration 21Q: 3 clusters Score -1466008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1466022.000000 Penalty: 3080.821533
	Iteration 22Q: 3 clusters Score -1466022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1466033.625000 Penalty: 3080.821533
	Iteration 23Q: 3 clusters Score -1466034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1466044.375000 Penalty: 3080.821533
	Iteration 24Q: 3 clusters Score -1466044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1466053.000000 Penalty: 3080.821533
	Iteration 25Q: 3 clusters Score -1466053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1466057.250000 Penalty: 3080.821533
	Iteration 26Q: 3 clusters Score -1466057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1466059.875000 Penalty: 3080.821533
	Iteration 27Q: 3 clusters Score -1466060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1466061.125000 Penalty: 3080.821533
	Iteration 28Q: 3 clusters Score -1466061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1466067.875000 Penalty: 3080.821533
	Iteration 29Q: 3 clusters Score -1466068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1466070.625000 Penalty: 3080.821533
	Iteration 30Q: 3 clusters Score -1466071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1466075.375000 Penalty: 3080.821533
	Iteration 31Q: 3 clusters Score -1466075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1466075.375000 Penalty: 3080.821533
	Iteration 32F: 3 clusters Score -1466075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -362679.656250 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -362679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -359580.468750 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -359580.5 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -360387.000000 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -360387 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -360530.218750 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -360530.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -360617.031250 Penalty: 2659.785645
	Iteration 3Q: 3 clusters Score -360617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -360700.500000 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -360700.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -360778.812500 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -360778.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -360855.687500 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -360855.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -360939.968750 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -360940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -361077.687500 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -361077.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -361298.187500 Penalty: 2659.785645
	Iteration 9F: 3 clusters Score -361298.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -361599.625000 Penalty: 2659.785645
	Iteration 10F: 3 clusters Score -361599.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -361977.437500 Penalty: 2659.785645
	Iteration 11F: 3 clusters Score -361977.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -362182.625000 Penalty: 2659.785645
	Iteration 12F: 3 clusters Score -362182.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -362255.281250 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -362255.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -362284.218750 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -362284.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -362301.968750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -362302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -362313.812500 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -362313.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -362322.125000 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -362322.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -362325.437500 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -362325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -362328.500000 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -362328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -362331.406250 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -362331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -362333.437500 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -362333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -362334.125000 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -362334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -362335.406250 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -362335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -362335.406250 Penalty: 2659.785645
	Iteration 24F: 3 clusters Score -362335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Entering Unmasked Estep 
Score: -5602719.500000 Penalty: 1768.721680
	Iteration 0F: 2 clusters Score -5602720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -5567259.000000 Penalty: 3537.443359
	Iteration 0F: 3 clusters Score -5567259 nChanged 24964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5581600.500000 Penalty: 3537.443359
	Iteration 1F: 3 clusters Score -5581600 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5582342.000000 Penalty: 3537.443359
	Iteration 2Q: 3 clusters Score -5582342 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5583381.000000 Penalty: 3537.443359
	Iteration 3Q: 3 clusters Score -5583381 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -5584878.000000 Penalty: 3537.443359
	Iteration 4F: 3 clusters Score -5584878 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5587245.000000 Penalty: 3537.443359
	Iteration 5F: 3 clusters Score -5587245 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5590548.500000 Penalty: 3537.443359
	Iteration 6F: 3 clusters Score -5590548 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -5594228.000000 Penalty: 3537.443359
	Iteration 7F: 3 clusters Score -5594228 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -5597439.000000 Penalty: 3537.443359
	Iteration 8F: 3 clusters Score -5597439 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -5599540.500000 Penalty: 3537.443359
	Iteration 9Q: 3 clusters Score -5599540 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -5600466.000000 Penalty: 3537.443359
	Iteration 10Q: 3 clusters Score -5600466 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -5600862.500000 Penalty: 3537.443359
	Iteration 11Q: 3 clusters Score -5600862 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -5601038.000000 Penalty: 3537.443359
	Iteration 12Q: 3 clusters Score -5601038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -5601141.000000 Penalty: 3537.443359
	Iteration 13Q: 3 clusters Score -5601141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -5601197.000000 Penalty: 3537.443359
	Iteration 14Q: 3 clusters Score -5601197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -5601223.000000 Penalty: 3537.443359
	Iteration 15Q: 3 clusters Score -5601223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -5601230.000000 Penalty: 3537.443359
	Iteration 16Q: 3 clusters Score -5601230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -5601233.000000 Penalty: 3537.443359
	Iteration 17Q: 3 clusters Score -5601233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -5601241.500000 Penalty: 3537.443359
	Iteration 18Q: 3 clusters Score -5601242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -5601246.000000 Penalty: 3537.443359
	Iteration 19Q: 3 clusters Score -5601246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -5601250.000000 Penalty: 3537.443359
	Iteration 20F: 3 clusters Score -5601250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -5601255.000000 Penalty: 3537.443359
	Iteration 21Q: 3 clusters Score -5601255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -5601259.000000 Penalty: 3537.443359
	Iteration 22Q: 3 clusters Score -5601259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -5601259.000000 Penalty: 3537.443359
	Iteration 23Q: 3 clusters Score -5601259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -5601259.000000 Penalty: 3537.443359
	Iteration 24F: 3 clusters Score -5601259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -114400.531250 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -114400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112917.742188 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -112917.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113179.296875 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -113179.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113250.570312 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -113250.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113281.148438 Penalty: 2259.947510
	Iteration 3Q: 3 clusters Score -113281.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113301.218750 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -113301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113307.414062 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -113307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113309.273438 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -113309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113312.210938 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -113312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113313.554688 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -113313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113318.070312 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -113318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113323.500000 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -113323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113327.546875 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -113327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113330.718750 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -113330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113332.179688 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -113332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113332.679688 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -113332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113333.750000 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -113333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113334.148438 Penalty: 2259.947510
	Iteration 16Q: 3 clusters Score -113334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113334.148438 Penalty: 2259.947510
	Iteration 17F: 3 clusters Score -113334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -247554.140625 Penalty: 1255.150757
	Iteration 0F: 2 clusters Score -247554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -245297.234375 Penalty: 2510.301514
	Iteration 0F: 3 clusters Score -245297.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -245797.140625 Penalty: 2510.301514
	Iteration 1F: 3 clusters Score -245797.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -245903.843750 Penalty: 2510.301514
	Iteration 2F: 3 clusters Score -245903.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -245972.890625 Penalty: 2510.301514
	Iteration 3Q: 3 clusters Score -245972.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -246018.343750 Penalty: 2510.301514
	Iteration 4Q: 3 clusters Score -246018.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -246053.328125 Penalty: 2510.301514
	Iteration 5Q: 3 clusters Score -246053.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -246074.906250 Penalty: 2510.301514
	Iteration 6Q: 3 clusters Score -246074.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -246090.234375 Penalty: 2510.301514
	Iteration 7Q: 3 clusters Score -246090.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -246103.562500 Penalty: 2510.301514
	Iteration 8Q: 3 clusters Score -246103.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -246116.015625 Penalty: 2510.301514
	Iteration 9Q: 3 clusters Score -246116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -246125.406250 Penalty: 2510.301514
	Iteration 10Q: 3 clusters Score -246125.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -246135.421875 Penalty: 2510.301514
	Iteration 11Q: 3 clusters Score -246135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -246145.750000 Penalty: 2510.301514
	Iteration 12Q: 3 clusters Score -246145.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -246162.453125 Penalty: 2510.301514
	Iteration 13Q: 3 clusters Score -246162.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -246176.109375 Penalty: 2510.301514
	Iteration 14Q: 3 clusters Score -246176.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -246183.812500 Penalty: 2510.301514
	Iteration 15Q: 3 clusters Score -246183.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -246192.656250 Penalty: 2510.301514
	Iteration 16Q: 3 clusters Score -246192.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -246203.437500 Penalty: 2510.301514
	Iteration 17Q: 3 clusters Score -246203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -246212.109375 Penalty: 2510.301514
	Iteration 18Q: 3 clusters Score -246212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -246220.156250 Penalty: 2510.301514
	Iteration 19Q: 3 clusters Score -246220.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -246232.171875 Penalty: 2510.301514
	Iteration 20F: 3 clusters Score -246232.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -246249.046875 Penalty: 2510.301514
	Iteration 21Q: 3 clusters Score -246249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -246262.953125 Penalty: 2510.301514
	Iteration 22Q: 3 clusters Score -246263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -246276.578125 Penalty: 2510.301514
	Iteration 23Q: 3 clusters Score -246276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -246287.375000 Penalty: 2510.301514
	Iteration 24Q: 3 clusters Score -246287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -246300.359375 Penalty: 2510.301514
	Iteration 25Q: 3 clusters Score -246300.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -246313.140625 Penalty: 2510.301514
	Iteration 26Q: 3 clusters Score -246313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -246323.609375 Penalty: 2510.301514
	Iteration 27Q: 3 clusters Score -246323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -246329.515625 Penalty: 2510.301514
	Iteration 28Q: 3 clusters Score -246329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -246334.718750 Penalty: 2510.301514
	Iteration 29Q: 3 clusters Score -246334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -246338.437500 Penalty: 2510.301514
	Iteration 30Q: 3 clusters Score -246338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -246343.156250 Penalty: 2510.301514
	Iteration 31Q: 3 clusters Score -246343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -246345.593750 Penalty: 2510.301514
	Iteration 32Q: 3 clusters Score -246345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -246349.078125 Penalty: 2510.301514
	Iteration 33Q: 3 clusters Score -246349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -246353.968750 Penalty: 2510.301514
	Iteration 34Q: 3 clusters Score -246354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -246357.015625 Penalty: 2510.301514
	Iteration 35Q: 3 clusters Score -246357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -246358.828125 Penalty: 2510.301514
	Iteration 36Q: 3 clusters Score -246358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -246361.203125 Penalty: 2510.301514
	Iteration 37Q: 3 clusters Score -246361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -246362.093750 Penalty: 2510.301514
	Iteration 38Q: 3 clusters Score -246362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -246362.515625 Penalty: 2510.301514
	Iteration 39Q: 3 clusters Score -246362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -246362.515625 Penalty: 2510.301514
	Iteration 40F: 3 clusters Score -246362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Entering Unmasked Estep 
Score: -4131100.000000 Penalty: 1711.521973
	Iteration 0F: 2 clusters Score -4131100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4106037.000000 Penalty: 3423.043945
	Iteration 0F: 3 clusters Score -4106037 nChanged 17509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4115663.500000 Penalty: 3423.043945
	Iteration 1F: 3 clusters Score -4115664 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4116166.500000 Penalty: 3423.043945
	Iteration 2Q: 3 clusters Score -4116166 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4116816.250000 Penalty: 3423.043945
	Iteration 3Q: 3 clusters Score -4116816 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4117920.000000 Penalty: 3423.043945
	Iteration 4F: 3 clusters Score -4117920 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4119862.000000 Penalty: 3423.043945
	Iteration 5F: 3 clusters Score -4119862 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4122767.000000 Penalty: 3423.043945
	Iteration 6F: 3 clusters Score -4122767 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4125782.000000 Penalty: 3423.043945
	Iteration 7F: 3 clusters Score -4125782 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4127840.500000 Penalty: 3423.043945
	Iteration 8F: 3 clusters Score -4127840 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4128980.000000 Penalty: 3423.043945
	Iteration 9Q: 3 clusters Score -4128980 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4129574.250000 Penalty: 3423.043945
	Iteration 10Q: 3 clusters Score -4129574 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4129853.500000 Penalty: 3423.043945
	Iteration 11Q: 3 clusters Score -4129854 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4129961.250000 Penalty: 3423.043945
	Iteration 12Q: 3 clusters Score -4129961 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4130001.750000 Penalty: 3423.043945
	Iteration 13Q: 3 clusters Score -4130002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4130021.000000 Penalty: 3423.043945
	Iteration 14Q: 3 clusters Score -4130021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4130033.750000 Penalty: 3423.043945
	Iteration 15Q: 3 clusters Score -4130034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4130049.250000 Penalty: 3423.043945
	Iteration 16Q: 3 clusters Score -4130049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4130065.500000 Penalty: 3423.043945
	Iteration 17Q: 3 clusters Score -4130066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4130069.000000 Penalty: 3423.043945
	Iteration 18Q: 3 clusters Score -4130069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4130066.250000 Penalty: 3423.043945
	Iteration 19Q: 3 clusters Score -4130066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4130074.250000 Penalty: 3423.043945
	Iteration 20F: 3 clusters Score -4130074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4130079.000000 Penalty: 3423.043945
	Iteration 21Q: 3 clusters Score -4130079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4130080.750000 Penalty: 3423.043945
	Iteration 22Q: 3 clusters Score -4130081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4130087.750000 Penalty: 3423.043945
	Iteration 23Q: 3 clusters Score -4130088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4130080.500000 Penalty: 3423.043945
	Iteration 24Q: 3 clusters Score -4130080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4130081.250000 Penalty: 3423.043945
	Iteration 25Q: 3 clusters Score -4130081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4130081.250000 Penalty: 3423.043945
	Iteration 26F: 3 clusters Score -4130081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -43222.132812 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -43222.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42193.683594 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -42193.68 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42391.347656 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -42391.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42447.238281 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -42447.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42471.464844 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -42471.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42485.046875 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -42485.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42497.382812 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -42497.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42500.308594 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -42500.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42503.996094 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -42504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42506.042969 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -42506.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42507.687500 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -42507.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42510.179688 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -42510.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42513.738281 Penalty: 2009.848389
	Iteration 11Q: 3 clusters Score -42513.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42513.738281 Penalty: 2009.848389
	Iteration 12F: 3 clusters Score -42513.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -359453.687500 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -359453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -356539.218750 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -356539.2 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -357271.781250 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -357271.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -357428.218750 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -357428.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -357575.437500 Penalty: 2634.421143
	Iteration 3F: 3 clusters Score -357575.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -357730.343750 Penalty: 2634.421143
	Iteration 4Q: 3 clusters Score -357730.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -357916.937500 Penalty: 2634.421143
	Iteration 5F: 3 clusters Score -357916.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -358130.687500 Penalty: 2634.421143
	Iteration 6F: 3 clusters Score -358130.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358358.406250 Penalty: 2634.421143
	Iteration 7F: 3 clusters Score -358358.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -358565.562500 Penalty: 2634.421143
	Iteration 8F: 3 clusters Score -358565.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -358733.156250 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -358733.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -358889.312500 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -358889.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -359048.500000 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -359048.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -359129.125000 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -359129.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -359169.562500 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -359169.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -359184.875000 Penalty: 2634.421143
	Iteration 14Q: 3 clusters Score -359184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -359194.562500 Penalty: 2634.421143
	Iteration 15Q: 3 clusters Score -359194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -359197.218750 Penalty: 2634.421143
	Iteration 16Q: 3 clusters Score -359197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -359198.593750 Penalty: 2634.421143
	Iteration 17Q: 3 clusters Score -359198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -359198.656250 Penalty: 2634.421143
	Iteration 18Q: 3 clusters Score -359198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -359198.656250 Penalty: 2634.421143
	Iteration 19F: 3 clusters Score -359198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (125201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Entering Unmasked Estep 
Score: -13701843.000000 Penalty: 1907.372314
	Iteration 0F: 2 clusters Score -1.370184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -13618009.000000 Penalty: 3814.744629
	Iteration 0F: 3 clusters Score -1.361801e+07 nChanged 60293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -13653038.000000 Penalty: 3814.744629
	Iteration 1F: 3 clusters Score -1.365304e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -13653897.000000 Penalty: 3814.744629
	Iteration 2Q: 3 clusters Score -1.36539e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -13655109.000000 Penalty: 3814.744629
	Iteration 3Q: 3 clusters Score -1.365511e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -13657072.000000 Penalty: 3814.744629
	Iteration 4Q: 3 clusters Score -1.365707e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -13660662.000000 Penalty: 3814.744629
	Iteration 5F: 3 clusters Score -1.366066e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -13667120.000000 Penalty: 3814.744629
	Iteration 6F: 3 clusters Score -1.366712e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -13676855.000000 Penalty: 3814.744629
	Iteration 7F: 3 clusters Score -1.367686e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -13687327.000000 Penalty: 3814.744629
	Iteration 8F: 3 clusters Score -1.368733e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -13694557.000000 Penalty: 3814.744629
	Iteration 9F: 3 clusters Score -1.369456e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 121269 members 
Entering Unmasked Estep 
Score: -13697963.000000 Penalty: 3814.744629
	Iteration 10Q: 3 clusters Score -1.369796e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 122392 members 
Entering Unmasked Estep 
Score: -13699174.000000 Penalty: 3814.744629
	Iteration 11Q: 3 clusters Score -1.369917e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 122835 members 
Entering Unmasked Estep 
Score: -13699647.000000 Penalty: 3814.744629
	Iteration 12Q: 3 clusters Score -1.369965e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 123042 members 
Entering Unmasked Estep 
Score: -13699907.000000 Penalty: 3814.744629
	Iteration 13Q: 3 clusters Score -1.369991e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -13700044.000000 Penalty: 3814.744629
	Iteration 14Q: 3 clusters Score -1.370004e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 123275 members 
Entering Unmasked Estep 
Score: -13700151.000000 Penalty: 3814.744629
	Iteration 15Q: 3 clusters Score -1.370015e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 123341 members 
Entering Unmasked Estep 
Score: -13700197.000000 Penalty: 3814.744629
	Iteration 16Q: 3 clusters Score -1.37002e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -13700257.000000 Penalty: 3814.744629
	Iteration 17Q: 3 clusters Score -1.370026e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -13700327.000000 Penalty: 3814.744629
	Iteration 18Q: 3 clusters Score -1.370033e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -13700369.000000 Penalty: 3814.744629
	Iteration 19Q: 3 clusters Score -1.370037e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -13700397.000000 Penalty: 3814.744629
	Iteration 20F: 3 clusters Score -1.37004e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 123529 members 
Entering Unmasked Estep 
Score: -13700442.000000 Penalty: 3814.744629
	Iteration 21Q: 3 clusters Score -1.370044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -13700469.000000 Penalty: 3814.744629
	Iteration 22Q: 3 clusters Score -1.370047e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -13700488.000000 Penalty: 3814.744629
	Iteration 23Q: 3 clusters Score -1.370049e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -13700490.000000 Penalty: 3814.744629
	Iteration 24Q: 3 clusters Score -1.370049e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 123611 members 
Entering Unmasked Estep 
Score: -13700512.000000 Penalty: 3814.744629
	Iteration 25Q: 3 clusters Score -1.370051e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 123628 members 
Entering Unmasked Estep 
Score: -13700538.000000 Penalty: 3814.744629
	Iteration 26Q: 3 clusters Score -1.370054e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -13700581.000000 Penalty: 3814.744629
	Iteration 27Q: 3 clusters Score -1.370058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -13700599.000000 Penalty: 3814.744629
	Iteration 28Q: 3 clusters Score -1.37006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -13700597.000000 Penalty: 3814.744629
	Iteration 29Q: 3 clusters Score -1.37006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -13700591.000000 Penalty: 3814.744629
	Iteration 30Q: 3 clusters Score -1.370059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 123676 members 
Entering Unmasked Estep 
Score: -13700591.000000 Penalty: 3814.744629
	Iteration 31Q: 3 clusters Score -1.370059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -13700596.000000 Penalty: 3814.744629
	Iteration 32Q: 3 clusters Score -1.37006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 123691 members 
Entering Unmasked Estep 
Score: -13700622.000000 Penalty: 3814.744629
	Iteration 33Q: 3 clusters Score -1.370062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 123694 members 
Entering Unmasked Estep 
Score: -13700616.000000 Penalty: 3814.744629
	Iteration 34Q: 3 clusters Score -1.370062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 123693 members 
Entering Unmasked Estep 
Score: -13700623.000000 Penalty: 3814.744629
	Iteration 35Q: 3 clusters Score -1.370062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -13700622.000000 Penalty: 3814.744629
	Iteration 36Q: 3 clusters Score -1.370062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 123705 members 
Entering Unmasked Estep 
Score: -13700607.000000 Penalty: 3814.744629
	Iteration 37Q: 3 clusters Score -1.370061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 123712 members 
Entering Unmasked Estep 
Score: -13700617.000000 Penalty: 3814.744629
	Iteration 38Q: 3 clusters Score -1.370062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -13700619.000000 Penalty: 3814.744629
	Iteration 39Q: 3 clusters Score -1.370062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -13700612.000000 Penalty: 3814.744629
	Iteration 40F: 3 clusters Score -1.370061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -13700618.000000 Penalty: 3814.744629
	Iteration 41Q: 3 clusters Score -1.370062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -13700619.000000 Penalty: 3814.744629
	Iteration 42Q: 3 clusters Score -1.370062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -13700619.000000 Penalty: 3814.744629
	Iteration 43F: 3 clusters Score -1.370062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -283215.312500 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -283215.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -280815.625000 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -280815.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -281390.250000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -281390.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -281548.218750 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -281548.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -281689.656250 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -281689.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -281794.781250 Penalty: 2556.435547
	Iteration 4F: 3 clusters Score -281794.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -281871.437500 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -281871.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -281920.531250 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -281920.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -281957.062500 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -281957.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -281982.312500 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -281982.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -282002.187500 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -282002.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -282020.375000 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -282020.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -282035.406250 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -282035.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -282048.625000 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -282048.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -282061.468750 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -282061.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282071.968750 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -282072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -282080.312500 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -282080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -282088.093750 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -282088.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282097.593750 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -282097.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -282104.031250 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -282104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -282107.312500 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -282107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -282110.750000 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -282110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -282114.000000 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -282114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -282117.906250 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -282117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -282119.812500 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -282119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -282121.750000 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -282121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -282122.125000 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -282122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -282123.062500 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -282123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -282123.437500 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -282123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -282123.625000 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -282123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -282123.625000 Penalty: 2556.435547
	Iteration 29F: 3 clusters Score -282123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Entering Unmasked Estep 
Score: -18346544.000000 Penalty: 1957.133789
	Iteration 0F: 2 clusters Score -1.834654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -18237916.000000 Penalty: 3914.267578
	Iteration 0F: 3 clusters Score -1.823792e+07 nChanged 82264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -18286924.000000 Penalty: 3914.267578
	Iteration 1F: 3 clusters Score -1.828692e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -18289426.000000 Penalty: 3914.267578
	Iteration 2Q: 3 clusters Score -1.828943e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -18294610.000000 Penalty: 3914.267578
	Iteration 3F: 3 clusters Score -1.829461e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -18304552.000000 Penalty: 3914.267578
	Iteration 4F: 3 clusters Score -1.830455e+07 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 139426 members 
Entering Unmasked Estep 
Score: -18319770.000000 Penalty: 3914.267578
	Iteration 5F: 3 clusters Score -1.831977e+07 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -18334598.000000 Penalty: 3914.267578
	Iteration 6F: 3 clusters Score -1.83346e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -18342044.000000 Penalty: 3914.267578
	Iteration 7F: 3 clusters Score -1.834204e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -18344198.000000 Penalty: 3914.267578
	Iteration 8Q: 3 clusters Score -1.83442e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 169618 members 
Entering Unmasked Estep 
Score: -18344656.000000 Penalty: 3914.267578
	Iteration 9Q: 3 clusters Score -1.834466e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -18344826.000000 Penalty: 3914.267578
	Iteration 10Q: 3 clusters Score -1.834483e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -18344880.000000 Penalty: 3914.267578
	Iteration 11Q: 3 clusters Score -1.834488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -18344898.000000 Penalty: 3914.267578
	Iteration 12Q: 3 clusters Score -1.83449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -18344908.000000 Penalty: 3914.267578
	Iteration 13Q: 3 clusters Score -1.834491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -18344904.000000 Penalty: 3914.267578
	Iteration 14Q: 3 clusters Score -1.83449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -18344916.000000 Penalty: 3914.267578
	Iteration 15Q: 3 clusters Score -1.834492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169885 members 
Entering Unmasked Estep 
Score: -18344930.000000 Penalty: 3914.267578
	Iteration 16Q: 3 clusters Score -1.834493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -18344966.000000 Penalty: 3914.267578
	Iteration 17Q: 3 clusters Score -1.834497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 169889 members 
Entering Unmasked Estep 
Score: -18344960.000000 Penalty: 3914.267578
	Iteration 18Q: 3 clusters Score -1.834496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -18344968.000000 Penalty: 3914.267578
	Iteration 19Q: 3 clusters Score -1.834497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -18344978.000000 Penalty: 3914.267578
	Iteration 20F: 3 clusters Score -1.834498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -18344976.000000 Penalty: 3914.267578
	Iteration 21Q: 3 clusters Score -1.834498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -18344984.000000 Penalty: 3914.267578
	Iteration 22Q: 3 clusters Score -1.834498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -18344970.000000 Penalty: 3914.267578
	Iteration 23Q: 3 clusters Score -1.834497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -18344970.000000 Penalty: 3914.267578
	Iteration 24F: 3 clusters Score -1.834497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (142066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Entering Unmasked Estep 
Score: -15465452.000000 Penalty: 1927.907593
	Iteration 0F: 2 clusters Score -1.546545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -15370859.000000 Penalty: 3855.815186
	Iteration 0F: 3 clusters Score -1.537086e+07 nChanged 68184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -15412732.000000 Penalty: 3855.815186
	Iteration 1F: 3 clusters Score -1.541273e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -15415662.000000 Penalty: 3855.815186
	Iteration 2Q: 3 clusters Score -1.541566e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -15420589.000000 Penalty: 3855.815186
	Iteration 3F: 3 clusters Score -1.542059e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -15428910.000000 Penalty: 3855.815186
	Iteration 4F: 3 clusters Score -1.542891e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -15440608.000000 Penalty: 3855.815186
	Iteration 5F: 3 clusters Score -1.544061e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -15452227.000000 Penalty: 3855.815186
	Iteration 6F: 3 clusters Score -1.545223e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -15459652.000000 Penalty: 3855.815186
	Iteration 7F: 3 clusters Score -1.545965e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -15462685.000000 Penalty: 3855.815186
	Iteration 8Q: 3 clusters Score -1.546268e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15463753.000000 Penalty: 3855.815186
	Iteration 9Q: 3 clusters Score -1.546375e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141336 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15464173.000000 Penalty: 3855.815186
	Iteration 10Q: 3 clusters Score -1.546417e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15464351.000000 Penalty: 3855.815186
	Iteration 11Q: 3 clusters Score -1.546435e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15464428.000000 Penalty: 3855.815186
	Iteration 12Q: 3 clusters Score -1.546443e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15464531.000000 Penalty: 3855.815186
	Iteration 13Q: 3 clusters Score -1.546453e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141351 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15464610.000000 Penalty: 3855.815186
	Iteration 14Q: 3 clusters Score -1.546461e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15464660.000000 Penalty: 3855.815186
	Iteration 15Q: 3 clusters Score -1.546466e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141336 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15464712.000000 Penalty: 3855.815186
	Iteration 16Q: 3 clusters Score -1.546471e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -15464727.000000 Penalty: 3855.815186
	Iteration 17Q: 3 clusters Score -1.546473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141329 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15464731.000000 Penalty: 3855.815186
	Iteration 18Q: 3 clusters Score -1.546473e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141324 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -15464789.000000 Penalty: 3855.815186
	Iteration 19Q: 3 clusters Score -1.546479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141320 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -15464823.000000 Penalty: 3855.815186
	Iteration 20F: 3 clusters Score -1.546482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141313 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15464848.000000 Penalty: 3855.815186
	Iteration 21Q: 3 clusters Score -1.546485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15464887.000000 Penalty: 3855.815186
	Iteration 22Q: 3 clusters Score -1.546489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15464913.000000 Penalty: 3855.815186
	Iteration 23Q: 3 clusters Score -1.546491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -15464934.000000 Penalty: 3855.815186
	Iteration 24Q: 3 clusters Score -1.546493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15464925.000000 Penalty: 3855.815186
	Iteration 25Q: 3 clusters Score -1.546492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15464917.000000 Penalty: 3855.815186
	Iteration 26Q: 3 clusters Score -1.546492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15464929.000000 Penalty: 3855.815186
	Iteration 27Q: 3 clusters Score -1.546493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15464938.000000 Penalty: 3855.815186
	Iteration 28Q: 3 clusters Score -1.546494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15464941.000000 Penalty: 3855.815186
	Iteration 29Q: 3 clusters Score -1.546494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15464947.000000 Penalty: 3855.815186
	Iteration 30Q: 3 clusters Score -1.546495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -15464936.000000 Penalty: 3855.815186
	Iteration 31Q: 3 clusters Score -1.546494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -15464930.000000 Penalty: 3855.815186
	Iteration 32Q: 3 clusters Score -1.546493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141272 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15464927.000000 Penalty: 3855.815186
	Iteration 33Q: 3 clusters Score -1.546493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15464952.000000 Penalty: 3855.815186
	Iteration 34Q: 3 clusters Score -1.546495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141279 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15464951.000000 Penalty: 3855.815186
	Iteration 35Q: 3 clusters Score -1.546495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15464948.000000 Penalty: 3855.815186
	Iteration 36Q: 3 clusters Score -1.546495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15464952.000000 Penalty: 3855.815186
	Iteration 37Q: 3 clusters Score -1.546495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15464953.000000 Penalty: 3855.815186
	Iteration 38Q: 3 clusters Score -1.546495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15464953.000000 Penalty: 3855.815186
	Iteration 39F: 3 clusters Score -1.546495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Entering Unmasked Estep 
Score: -2034517.375000 Penalty: 1595.961304
	Iteration 0F: 2 clusters Score -2034517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2022061.125000 Penalty: 3191.922607
	Iteration 0F: 3 clusters Score -2022061 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2026275.250000 Penalty: 3191.922607
	Iteration 1F: 3 clusters Score -2026275 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2026526.500000 Penalty: 3191.922607
	Iteration 2Q: 3 clusters Score -2026526 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2026702.750000 Penalty: 3191.922607
	Iteration 3Q: 3 clusters Score -2026703 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2026848.250000 Penalty: 3191.922607
	Iteration 4Q: 3 clusters Score -2026848 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2026985.125000 Penalty: 3191.922607
	Iteration 5Q: 3 clusters Score -2026985 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2027112.500000 Penalty: 3191.922607
	Iteration 6Q: 3 clusters Score -2027112 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2027247.750000 Penalty: 3191.922607
	Iteration 7Q: 3 clusters Score -2027248 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2027373.000000 Penalty: 3191.922607
	Iteration 8Q: 3 clusters Score -2027373 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2027517.875000 Penalty: 3191.922607
	Iteration 9Q: 3 clusters Score -2027518 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2027717.500000 Penalty: 3191.922607
	Iteration 10Q: 3 clusters Score -2027718 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2028008.875000 Penalty: 3191.922607
	Iteration 11Q: 3 clusters Score -2028009 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2028443.750000 Penalty: 3191.922607
	Iteration 12Q: 3 clusters Score -2028444 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2029064.000000 Penalty: 3191.922607
	Iteration 13F: 3 clusters Score -2029064 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2029825.375000 Penalty: 3191.922607
	Iteration 14F: 3 clusters Score -2029825 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2030668.000000 Penalty: 3191.922607
	Iteration 15F: 3 clusters Score -2030668 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2031501.250000 Penalty: 3191.922607
	Iteration 16F: 3 clusters Score -2031501 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2032186.750000 Penalty: 3191.922607
	Iteration 17Q: 3 clusters Score -2032187 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2032592.375000 Penalty: 3191.922607
	Iteration 18Q: 3 clusters Score -2032592 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2032827.250000 Penalty: 3191.922607
	Iteration 19Q: 3 clusters Score -2032827 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2032937.000000 Penalty: 3191.922607
	Iteration 20F: 3 clusters Score -2032937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2032991.875000 Penalty: 3191.922607
	Iteration 21Q: 3 clusters Score -2032992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2033021.250000 Penalty: 3191.922607
	Iteration 22Q: 3 clusters Score -2033021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2033045.125000 Penalty: 3191.922607
	Iteration 23Q: 3 clusters Score -2033045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2033071.875000 Penalty: 3191.922607
	Iteration 24Q: 3 clusters Score -2033072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2033090.625000 Penalty: 3191.922607
	Iteration 25Q: 3 clusters Score -2033091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2033105.125000 Penalty: 3191.922607
	Iteration 26Q: 3 clusters Score -2033105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2033116.250000 Penalty: 3191.922607
	Iteration 27Q: 3 clusters Score -2033116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2033127.000000 Penalty: 3191.922607
	Iteration 28Q: 3 clusters Score -2033127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2033137.625000 Penalty: 3191.922607
	Iteration 29Q: 3 clusters Score -2033138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2033140.375000 Penalty: 3191.922607
	Iteration 30Q: 3 clusters Score -2033140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2033147.250000 Penalty: 3191.922607
	Iteration 31Q: 3 clusters Score -2033147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2033147.375000 Penalty: 3191.922607
	Iteration 32Q: 3 clusters Score -2033147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2033148.125000 Penalty: 3191.922607
	Iteration 33Q: 3 clusters Score -2033148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2033148.125000 Penalty: 3191.922607
	Iteration 34F: 3 clusters Score -2033148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (70456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Entering Unmasked Estep 
Score: -7628563.000000 Penalty: 1813.945801
	Iteration 0F: 2 clusters Score -7628563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -7581501.000000 Penalty: 3627.891602
	Iteration 0F: 3 clusters Score -7581501 nChanged 33325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -7600731.000000 Penalty: 3627.891602
	Iteration 1F: 3 clusters Score -7600731 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7601693.000000 Penalty: 3627.891602
	Iteration 2Q: 3 clusters Score -7601693 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -7603310.500000 Penalty: 3627.891602
	Iteration 3Q: 3 clusters Score -7603310 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7606036.500000 Penalty: 3627.891602
	Iteration 4F: 3 clusters Score -7606036 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -7610407.000000 Penalty: 3627.891602
	Iteration 5F: 3 clusters Score -7610407 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -7616016.000000 Penalty: 3627.891602
	Iteration 6F: 3 clusters Score -7616016 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -7620982.500000 Penalty: 3627.891602
	Iteration 7F: 3 clusters Score -7620982 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7624005.500000 Penalty: 3627.891602
	Iteration 8Q: 3 clusters Score -7624006 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7625595.500000 Penalty: 3627.891602
	Iteration 9Q: 3 clusters Score -7625596 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7626510.500000 Penalty: 3627.891602
	Iteration 10Q: 3 clusters Score -7626510 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7626860.000000 Penalty: 3627.891602
	Iteration 11Q: 3 clusters Score -7626860 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7627015.500000 Penalty: 3627.891602
	Iteration 12Q: 3 clusters Score -7627016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7627102.500000 Penalty: 3627.891602
	Iteration 13Q: 3 clusters Score -7627102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7627125.500000 Penalty: 3627.891602
	Iteration 14Q: 3 clusters Score -7627126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7627149.500000 Penalty: 3627.891602
	Iteration 15Q: 3 clusters Score -7627150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7627157.500000 Penalty: 3627.891602
	Iteration 16Q: 3 clusters Score -7627158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7627168.000000 Penalty: 3627.891602
	Iteration 17Q: 3 clusters Score -7627168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7627194.000000 Penalty: 3627.891602
	Iteration 18Q: 3 clusters Score -7627194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7627201.000000 Penalty: 3627.891602
	Iteration 19Q: 3 clusters Score -7627201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7627195.500000 Penalty: 3627.891602
	Iteration 20F: 3 clusters Score -7627196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7627194.500000 Penalty: 3627.891602
	Iteration 21Q: 3 clusters Score -7627194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7627201.000000 Penalty: 3627.891602
	Iteration 22Q: 3 clusters Score -7627201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7627194.500000 Penalty: 3627.891602
	Iteration 23Q: 3 clusters Score -7627194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7627197.500000 Penalty: 3627.891602
	Iteration 24Q: 3 clusters Score -7627198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7627205.500000 Penalty: 3627.891602
	Iteration 25Q: 3 clusters Score -7627206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7627209.000000 Penalty: 3627.891602
	Iteration 26Q: 3 clusters Score -7627209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7627215.500000 Penalty: 3627.891602
	Iteration 27Q: 3 clusters Score -7627216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7627218.500000 Penalty: 3627.891602
	Iteration 28Q: 3 clusters Score -7627218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7627232.000000 Penalty: 3627.891602
	Iteration 29Q: 3 clusters Score -7627232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7627223.500000 Penalty: 3627.891602
	Iteration 30Q: 3 clusters Score -7627224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7627218.500000 Penalty: 3627.891602
	Iteration 31Q: 3 clusters Score -7627218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7627224.500000 Penalty: 3627.891602
	Iteration 32Q: 3 clusters Score -7627224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7627230.500000 Penalty: 3627.891602
	Iteration 33Q: 3 clusters Score -7627230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7627229.000000 Penalty: 3627.891602
	Iteration 34Q: 3 clusters Score -7627229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7627235.000000 Penalty: 3627.891602
	Iteration 35Q: 3 clusters Score -7627235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7627230.500000 Penalty: 3627.891602
	Iteration 36Q: 3 clusters Score -7627230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7627242.000000 Penalty: 3627.891602
	Iteration 37Q: 3 clusters Score -7627242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7627245.000000 Penalty: 3627.891602
	Iteration 38Q: 3 clusters Score -7627245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7627246.500000 Penalty: 3627.891602
	Iteration 39Q: 3 clusters Score -7627246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7627252.500000 Penalty: 3627.891602
	Iteration 40F: 3 clusters Score -7627252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7627243.500000 Penalty: 3627.891602
	Iteration 41Q: 3 clusters Score -7627244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7627243.500000 Penalty: 3627.891602
	Iteration 42F: 3 clusters Score -7627244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -276698.250000 Penalty: 1280.077026
	Iteration 0F: 2 clusters Score -276698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -274168.406250 Penalty: 2560.154053
	Iteration 0F: 3 clusters Score -274168.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -274773.937500 Penalty: 2560.154053
	Iteration 1F: 3 clusters Score -274773.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -274904.093750 Penalty: 2560.154053
	Iteration 2F: 3 clusters Score -274904.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -274964.937500 Penalty: 2560.154053
	Iteration 3Q: 3 clusters Score -274964.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -274994.781250 Penalty: 2560.154053
	Iteration 4Q: 3 clusters Score -274994.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -275009.593750 Penalty: 2560.154053
	Iteration 5Q: 3 clusters Score -275009.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -275022.343750 Penalty: 2560.154053
	Iteration 6Q: 3 clusters Score -275022.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -275034.500000 Penalty: 2560.154053
	Iteration 7Q: 3 clusters Score -275034.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -275040.281250 Penalty: 2560.154053
	Iteration 8Q: 3 clusters Score -275040.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -275045.968750 Penalty: 2560.154053
	Iteration 9Q: 3 clusters Score -275046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -275054.000000 Penalty: 2560.154053
	Iteration 10Q: 3 clusters Score -275054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -275061.062500 Penalty: 2560.154053
	Iteration 11Q: 3 clusters Score -275061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -275073.062500 Penalty: 2560.154053
	Iteration 12Q: 3 clusters Score -275073.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -275086.781250 Penalty: 2560.154053
	Iteration 13Q: 3 clusters Score -275086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -275092.281250 Penalty: 2560.154053
	Iteration 14Q: 3 clusters Score -275092.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275095.625000 Penalty: 2560.154053
	Iteration 15Q: 3 clusters Score -275095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -275102.843750 Penalty: 2560.154053
	Iteration 16Q: 3 clusters Score -275102.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -275112.500000 Penalty: 2560.154053
	Iteration 17Q: 3 clusters Score -275112.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -275122.593750 Penalty: 2560.154053
	Iteration 18Q: 3 clusters Score -275122.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -275130.218750 Penalty: 2560.154053
	Iteration 19Q: 3 clusters Score -275130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -275137.656250 Penalty: 2560.154053
	Iteration 20F: 3 clusters Score -275137.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -275145.375000 Penalty: 2560.154053
	Iteration 21Q: 3 clusters Score -275145.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -275155.593750 Penalty: 2560.154053
	Iteration 22Q: 3 clusters Score -275155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -275165.375000 Penalty: 2560.154053
	Iteration 23Q: 3 clusters Score -275165.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -275175.781250 Penalty: 2560.154053
	Iteration 24Q: 3 clusters Score -275175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -275189.500000 Penalty: 2560.154053
	Iteration 25Q: 3 clusters Score -275189.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -275199.843750 Penalty: 2560.154053
	Iteration 26Q: 3 clusters Score -275199.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -275210.468750 Penalty: 2560.154053
	Iteration 27Q: 3 clusters Score -275210.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -275223.343750 Penalty: 2560.154053
	Iteration 28Q: 3 clusters Score -275223.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -275236.656250 Penalty: 2560.154053
	Iteration 29Q: 3 clusters Score -275236.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -275253.656250 Penalty: 2560.154053
	Iteration 30Q: 3 clusters Score -275253.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -275265.437500 Penalty: 2560.154053
	Iteration 31Q: 3 clusters Score -275265.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -275278.437500 Penalty: 2560.154053
	Iteration 32Q: 3 clusters Score -275278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -275288.281250 Penalty: 2560.154053
	Iteration 33Q: 3 clusters Score -275288.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -275293.062500 Penalty: 2560.154053
	Iteration 34Q: 3 clusters Score -275293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -275300.593750 Penalty: 2560.154053
	Iteration 35Q: 3 clusters Score -275300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -275308.468750 Penalty: 2560.154053
	Iteration 36Q: 3 clusters Score -275308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -275314.250000 Penalty: 2560.154053
	Iteration 37Q: 3 clusters Score -275314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -275315.906250 Penalty: 2560.154053
	Iteration 38Q: 3 clusters Score -275315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -275319.281250 Penalty: 2560.154053
	Iteration 39Q: 3 clusters Score -275319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -275323.875000 Penalty: 2560.154053
	Iteration 40F: 3 clusters Score -275323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -275331.156250 Penalty: 2560.154053
	Iteration 41Q: 3 clusters Score -275331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -275334.437500 Penalty: 2560.154053
	Iteration 42Q: 3 clusters Score -275334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -275336.750000 Penalty: 2560.154053
	Iteration 43Q: 3 clusters Score -275336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -275339.375000 Penalty: 2560.154053
	Iteration 44Q: 3 clusters Score -275339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -275341.406250 Penalty: 2560.154053
	Iteration 45Q: 3 clusters Score -275341.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -275345.625000 Penalty: 2560.154053
	Iteration 46Q: 3 clusters Score -275345.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -275349.750000 Penalty: 2560.154053
	Iteration 47Q: 3 clusters Score -275349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -275352.437500 Penalty: 2560.154053
	Iteration 48Q: 3 clusters Score -275352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -275354.375000 Penalty: 2560.154053
	Iteration 49Q: 3 clusters Score -275354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -275357.187500 Penalty: 2560.154053
	Iteration 50Q: 3 clusters Score -275357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -275360.062500 Penalty: 2560.154053
	Iteration 51Q: 3 clusters Score -275360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -275362.312500 Penalty: 2560.154053
	Iteration 52Q: 3 clusters Score -275362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -275365.875000 Penalty: 2560.154053
	Iteration 53Q: 3 clusters Score -275365.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -275370.218750 Penalty: 2560.154053
	Iteration 54Q: 3 clusters Score -275370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -275372.468750 Penalty: 2560.154053
	Iteration 55Q: 3 clusters Score -275372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -275376.875000 Penalty: 2560.154053
	Iteration 56Q: 3 clusters Score -275376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -275385.531250 Penalty: 2560.154053
	Iteration 57Q: 3 clusters Score -275385.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -275394.093750 Penalty: 2560.154053
	Iteration 58Q: 3 clusters Score -275394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -275399.656250 Penalty: 2560.154053
	Iteration 59Q: 3 clusters Score -275399.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -275410.781250 Penalty: 2560.154053
	Iteration 60F: 3 clusters Score -275410.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -275421.718750 Penalty: 2560.154053
	Iteration 61Q: 3 clusters Score -275421.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -275427.250000 Penalty: 2560.154053
	Iteration 62Q: 3 clusters Score -275427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -275431.562500 Penalty: 2560.154053
	Iteration 63Q: 3 clusters Score -275431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -275436.312500 Penalty: 2560.154053
	Iteration 64Q: 3 clusters Score -275436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -275438.781250 Penalty: 2560.154053
	Iteration 65Q: 3 clusters Score -275438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -275439.687500 Penalty: 2560.154053
	Iteration 66Q: 3 clusters Score -275439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -275440.000000 Penalty: 2560.154053
	Iteration 67Q: 3 clusters Score -275440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -275440.031250 Penalty: 2560.154053
	Iteration 68Q: 3 clusters Score -275440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -275440.031250 Penalty: 2560.154053
	Iteration 69F: 3 clusters Score -275440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Entering Unmasked Estep 
Score: -5342336.000000 Penalty: 1754.076538
	Iteration 0F: 2 clusters Score -5342336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5309916.000000 Penalty: 3508.153076
	Iteration 0F: 3 clusters Score -5309916 nChanged 22684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5323052.500000 Penalty: 3508.153076
	Iteration 1F: 3 clusters Score -5323052 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5324090.000000 Penalty: 3508.153076
	Iteration 2F: 3 clusters Score -5324090 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -5325877.000000 Penalty: 3508.153076
	Iteration 3F: 3 clusters Score -5325877 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -5328886.500000 Penalty: 3508.153076
	Iteration 4F: 3 clusters Score -5328886 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5332831.500000 Penalty: 3508.153076
	Iteration 5F: 3 clusters Score -5332832 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5337005.500000 Penalty: 3508.153076
	Iteration 6F: 3 clusters Score -5337006 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5340019.000000 Penalty: 3508.153076
	Iteration 7Q: 3 clusters Score -5340019 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5341459.500000 Penalty: 3508.153076
	Iteration 8Q: 3 clusters Score -5341460 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5341911.000000 Penalty: 3508.153076
	Iteration 9Q: 3 clusters Score -5341911 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5342038.000000 Penalty: 3508.153076
	Iteration 10Q: 3 clusters Score -5342038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5342090.500000 Penalty: 3508.153076
	Iteration 11Q: 3 clusters Score -5342090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5342152.000000 Penalty: 3508.153076
	Iteration 12Q: 3 clusters Score -5342152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5342173.500000 Penalty: 3508.153076
	Iteration 13Q: 3 clusters Score -5342174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -5342198.000000 Penalty: 3508.153076
	Iteration 14Q: 3 clusters Score -5342198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5342215.000000 Penalty: 3508.153076
	Iteration 15Q: 3 clusters Score -5342215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -5342223.500000 Penalty: 3508.153076
	Iteration 16Q: 3 clusters Score -5342224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5342239.000000 Penalty: 3508.153076
	Iteration 17Q: 3 clusters Score -5342239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5342257.500000 Penalty: 3508.153076
	Iteration 18Q: 3 clusters Score -5342258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5342260.500000 Penalty: 3508.153076
	Iteration 19Q: 3 clusters Score -5342260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5342250.000000 Penalty: 3508.153076
	Iteration 20F: 3 clusters Score -5342250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5342263.000000 Penalty: 3508.153076
	Iteration 21Q: 3 clusters Score -5342263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -5342268.500000 Penalty: 3508.153076
	Iteration 22Q: 3 clusters Score -5342268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5342261.000000 Penalty: 3508.153076
	Iteration 23Q: 3 clusters Score -5342261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5342276.500000 Penalty: 3508.153076
	Iteration 24Q: 3 clusters Score -5342276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5342275.000000 Penalty: 3508.153076
	Iteration 25Q: 3 clusters Score -5342275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5342269.500000 Penalty: 3508.153076
	Iteration 26Q: 3 clusters Score -5342270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5342263.500000 Penalty: 3508.153076
	Iteration 27Q: 3 clusters Score -5342264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -5342269.500000 Penalty: 3508.153076
	Iteration 28Q: 3 clusters Score -5342270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -5342269.000000 Penalty: 3508.153076
	Iteration 29Q: 3 clusters Score -5342269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5342276.000000 Penalty: 3508.153076
	Iteration 30Q: 3 clusters Score -5342276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5342278.000000 Penalty: 3508.153076
	Iteration 31Q: 3 clusters Score -5342278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5342275.000000 Penalty: 3508.153076
	Iteration 32Q: 3 clusters Score -5342275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5342274.000000 Penalty: 3508.153076
	Iteration 33Q: 3 clusters Score -5342274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5342282.000000 Penalty: 3508.153076
	Iteration 34Q: 3 clusters Score -5342282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5342275.000000 Penalty: 3508.153076
	Iteration 35Q: 3 clusters Score -5342275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5342277.500000 Penalty: 3508.153076
	Iteration 36Q: 3 clusters Score -5342278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5342276.000000 Penalty: 3508.153076
	Iteration 37Q: 3 clusters Score -5342276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5342279.000000 Penalty: 3508.153076
	Iteration 38Q: 3 clusters Score -5342279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -5342275.500000 Penalty: 3508.153076
	Iteration 39Q: 3 clusters Score -5342276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -5342278.000000 Penalty: 3508.153076
	Iteration 40F: 3 clusters Score -5342278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5342279.500000 Penalty: 3508.153076
	Iteration 41Q: 3 clusters Score -5342280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5342279.000000 Penalty: 3508.153076
	Iteration 42Q: 3 clusters Score -5342279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5342279.000000 Penalty: 3508.153076
	Iteration 43F: 3 clusters Score -5342279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Entering Unmasked Estep 
Score: -3516506.000000 Penalty: 1685.351685
	Iteration 0F: 2 clusters Score -3516506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3495024.250000 Penalty: 3370.703369
	Iteration 0F: 3 clusters Score -3495024 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3503293.750000 Penalty: 3370.703369
	Iteration 1F: 3 clusters Score -3503294 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3503923.500000 Penalty: 3370.703369
	Iteration 2F: 3 clusters Score -3503924 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3504757.500000 Penalty: 3370.703369
	Iteration 3F: 3 clusters Score -3504758 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3505830.750000 Penalty: 3370.703369
	Iteration 4F: 3 clusters Score -3505831 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3507188.750000 Penalty: 3370.703369
	Iteration 5F: 3 clusters Score -3507189 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3508958.750000 Penalty: 3370.703369
	Iteration 6F: 3 clusters Score -3508959 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3510823.500000 Penalty: 3370.703369
	Iteration 7F: 3 clusters Score -3510824 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3512215.250000 Penalty: 3370.703369
	Iteration 8F: 3 clusters Score -3512215 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3513009.000000 Penalty: 3370.703369
	Iteration 9Q: 3 clusters Score -3513009 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3513491.250000 Penalty: 3370.703369
	Iteration 10Q: 3 clusters Score -3513491 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3513765.500000 Penalty: 3370.703369
	Iteration 11Q: 3 clusters Score -3513766 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3513962.000000 Penalty: 3370.703369
	Iteration 12Q: 3 clusters Score -3513962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3514146.750000 Penalty: 3370.703369
	Iteration 13Q: 3 clusters Score -3514147 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3514305.500000 Penalty: 3370.703369
	Iteration 14Q: 3 clusters Score -3514306 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3514438.000000 Penalty: 3370.703369
	Iteration 15Q: 3 clusters Score -3514438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3514585.250000 Penalty: 3370.703369
	Iteration 16Q: 3 clusters Score -3514585 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3514682.250000 Penalty: 3370.703369
	Iteration 17Q: 3 clusters Score -3514682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3514741.000000 Penalty: 3370.703369
	Iteration 18Q: 3 clusters Score -3514741 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3514816.000000 Penalty: 3370.703369
	Iteration 19Q: 3 clusters Score -3514816 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3514883.250000 Penalty: 3370.703369
	Iteration 20F: 3 clusters Score -3514883 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3514949.500000 Penalty: 3370.703369
	Iteration 21Q: 3 clusters Score -3514950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3515017.750000 Penalty: 3370.703369
	Iteration 22Q: 3 clusters Score -3515018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3515074.250000 Penalty: 3370.703369
	Iteration 23Q: 3 clusters Score -3515074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3515127.500000 Penalty: 3370.703369
	Iteration 24Q: 3 clusters Score -3515128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3515171.750000 Penalty: 3370.703369
	Iteration 25Q: 3 clusters Score -3515172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3515205.250000 Penalty: 3370.703369
	Iteration 26Q: 3 clusters Score -3515205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3515226.250000 Penalty: 3370.703369
	Iteration 27Q: 3 clusters Score -3515226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3515242.250000 Penalty: 3370.703369
	Iteration 28Q: 3 clusters Score -3515242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3515258.000000 Penalty: 3370.703369
	Iteration 29Q: 3 clusters Score -3515258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3515265.500000 Penalty: 3370.703369
	Iteration 30Q: 3 clusters Score -3515266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3515270.750000 Penalty: 3370.703369
	Iteration 31Q: 3 clusters Score -3515271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3515279.250000 Penalty: 3370.703369
	Iteration 32Q: 3 clusters Score -3515279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3515288.250000 Penalty: 3370.703369
	Iteration 33Q: 3 clusters Score -3515288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3515296.250000 Penalty: 3370.703369
	Iteration 34Q: 3 clusters Score -3515296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3515302.250000 Penalty: 3370.703369
	Iteration 35Q: 3 clusters Score -3515302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3515301.000000 Penalty: 3370.703369
	Iteration 36Q: 3 clusters Score -3515301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3515307.000000 Penalty: 3370.703369
	Iteration 37Q: 3 clusters Score -3515307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3515313.250000 Penalty: 3370.703369
	Iteration 38Q: 3 clusters Score -3515313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3515312.250000 Penalty: 3370.703369
	Iteration 39Q: 3 clusters Score -3515312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3515315.250000 Penalty: 3370.703369
	Iteration 40F: 3 clusters Score -3515315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3515312.250000 Penalty: 3370.703369
	Iteration 41Q: 3 clusters Score -3515312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3515313.000000 Penalty: 3370.703369
	Iteration 42Q: 3 clusters Score -3515313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3515315.250000 Penalty: 3370.703369
	Iteration 43Q: 3 clusters Score -3515315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3515318.000000 Penalty: 3370.703369
	Iteration 44Q: 3 clusters Score -3515318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3515317.000000 Penalty: 3370.703369
	Iteration 45Q: 3 clusters Score -3515317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3515316.000000 Penalty: 3370.703369
	Iteration 46Q: 3 clusters Score -3515316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3515316.000000 Penalty: 3370.703369
	Iteration 47F: 3 clusters Score -3515316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (120579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Entering Unmasked Estep 
Score: -13236830.000000 Penalty: 1901.259888
	Iteration 0F: 2 clusters Score -1.323683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -13156247.000000 Penalty: 3802.519775
	Iteration 0F: 3 clusters Score -1.315625e+07 nChanged 58029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -13189520.000000 Penalty: 3802.519775
	Iteration 1F: 3 clusters Score -1.318952e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -13190368.000000 Penalty: 3802.519775
	Iteration 2Q: 3 clusters Score -1.319037e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -13191496.000000 Penalty: 3802.519775
	Iteration 3Q: 3 clusters Score -1.31915e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -13193571.000000 Penalty: 3802.519775
	Iteration 4Q: 3 clusters Score -1.319357e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -13196588.000000 Penalty: 3802.519775
	Iteration 5F: 3 clusters Score -1.319659e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -13201358.000000 Penalty: 3802.519775
	Iteration 6F: 3 clusters Score -1.320136e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -13207736.000000 Penalty: 3802.519775
	Iteration 7F: 3 clusters Score -1.320774e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -13215185.000000 Penalty: 3802.519775
	Iteration 8F: 3 clusters Score -1.321518e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -13221240.000000 Penalty: 3802.519775
	Iteration 9F: 3 clusters Score -1.322124e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -13224929.000000 Penalty: 3802.519775
	Iteration 10Q: 3 clusters Score -1.322493e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -13226792.000000 Penalty: 3802.519775
	Iteration 11Q: 3 clusters Score -1.322679e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -13228227.000000 Penalty: 3802.519775
	Iteration 12Q: 3 clusters Score -1.322823e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -13229370.000000 Penalty: 3802.519775
	Iteration 13Q: 3 clusters Score -1.322937e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -13230348.000000 Penalty: 3802.519775
	Iteration 14Q: 3 clusters Score -1.323035e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -13231121.000000 Penalty: 3802.519775
	Iteration 15Q: 3 clusters Score -1.323112e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -13231658.000000 Penalty: 3802.519775
	Iteration 16Q: 3 clusters Score -1.323166e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -13232059.000000 Penalty: 3802.519775
	Iteration 17Q: 3 clusters Score -1.323206e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -13232448.000000 Penalty: 3802.519775
	Iteration 18Q: 3 clusters Score -1.323245e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -13232796.000000 Penalty: 3802.519775
	Iteration 19Q: 3 clusters Score -1.32328e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -13233028.000000 Penalty: 3802.519775
	Iteration 20F: 3 clusters Score -1.323303e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -13233290.000000 Penalty: 3802.519775
	Iteration 21Q: 3 clusters Score -1.323329e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -13233514.000000 Penalty: 3802.519775
	Iteration 22Q: 3 clusters Score -1.323351e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -13233776.000000 Penalty: 3802.519775
	Iteration 23Q: 3 clusters Score -1.323378e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -13233968.000000 Penalty: 3802.519775
	Iteration 24Q: 3 clusters Score -1.323397e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -13234189.000000 Penalty: 3802.519775
	Iteration 25Q: 3 clusters Score -1.323419e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -13234324.000000 Penalty: 3802.519775
	Iteration 26Q: 3 clusters Score -1.323432e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -13234417.000000 Penalty: 3802.519775
	Iteration 27Q: 3 clusters Score -1.323442e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 111172 members 
Entering Unmasked Estep 
Score: -13234579.000000 Penalty: 3802.519775
	Iteration 28Q: 3 clusters Score -1.323458e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 111590 members 
Entering Unmasked Estep 
Score: -13234685.000000 Penalty: 3802.519775
	Iteration 29Q: 3 clusters Score -1.323468e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -13234745.000000 Penalty: 3802.519775
	Iteration 30Q: 3 clusters Score -1.323474e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 112376 members 
Entering Unmasked Estep 
Score: -13234823.000000 Penalty: 3802.519775
	Iteration 31Q: 3 clusters Score -1.323482e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -13234900.000000 Penalty: 3802.519775
	Iteration 32Q: 3 clusters Score -1.32349e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -13234948.000000 Penalty: 3802.519775
	Iteration 33Q: 3 clusters Score -1.323495e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -13234951.000000 Penalty: 3802.519775
	Iteration 34Q: 3 clusters Score -1.323495e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -13235010.000000 Penalty: 3802.519775
	Iteration 35Q: 3 clusters Score -1.323501e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -13235048.000000 Penalty: 3802.519775
	Iteration 36Q: 3 clusters Score -1.323505e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -13235100.000000 Penalty: 3802.519775
	Iteration 37Q: 3 clusters Score -1.32351e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 114295 members 
Entering Unmasked Estep 
Score: -13235132.000000 Penalty: 3802.519775
	Iteration 38Q: 3 clusters Score -1.323513e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 114514 members 
Entering Unmasked Estep 
Score: -13235154.000000 Penalty: 3802.519775
	Iteration 39Q: 3 clusters Score -1.323515e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -13235213.000000 Penalty: 3802.519775
	Iteration 40F: 3 clusters Score -1.323521e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -13235306.000000 Penalty: 3802.519775
	Iteration 41Q: 3 clusters Score -1.323531e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -13235349.000000 Penalty: 3802.519775
	Iteration 42Q: 3 clusters Score -1.323535e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -13235419.000000 Penalty: 3802.519775
	Iteration 43Q: 3 clusters Score -1.323542e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -13235452.000000 Penalty: 3802.519775
	Iteration 44Q: 3 clusters Score -1.323545e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -13235483.000000 Penalty: 3802.519775
	Iteration 45Q: 3 clusters Score -1.323548e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -13235478.000000 Penalty: 3802.519775
	Iteration 46Q: 3 clusters Score -1.323548e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 115806 members 
Entering Unmasked Estep 
Score: -13235475.000000 Penalty: 3802.519775
	Iteration 47Q: 3 clusters Score -1.323548e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -13235554.000000 Penalty: 3802.519775
	Iteration 48Q: 3 clusters Score -1.323555e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -13235537.000000 Penalty: 3802.519775
	Iteration 49Q: 3 clusters Score -1.323554e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -13235545.000000 Penalty: 3802.519775
	Iteration 50Q: 3 clusters Score -1.323554e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 116154 members 
Entering Unmasked Estep 
Score: -13235572.000000 Penalty: 3802.519775
	Iteration 51Q: 3 clusters Score -1.323557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -13235577.000000 Penalty: 3802.519775
	Iteration 52Q: 3 clusters Score -1.323558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -13235577.000000 Penalty: 3802.519775
	Iteration 53Q: 3 clusters Score -1.323558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -13235594.000000 Penalty: 3802.519775
	Iteration 54Q: 3 clusters Score -1.323559e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -13235573.000000 Penalty: 3802.519775
	Iteration 55Q: 3 clusters Score -1.323557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -13235584.000000 Penalty: 3802.519775
	Iteration 56Q: 3 clusters Score -1.323558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 116439 members 
Entering Unmasked Estep 
Score: -13235599.000000 Penalty: 3802.519775
	Iteration 57Q: 3 clusters Score -1.32356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -13235593.000000 Penalty: 3802.519775
	Iteration 58Q: 3 clusters Score -1.323559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -13235607.000000 Penalty: 3802.519775
	Iteration 59Q: 3 clusters Score -1.323561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -13235606.000000 Penalty: 3802.519775
	Iteration 60F: 3 clusters Score -1.323561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -13235612.000000 Penalty: 3802.519775
	Iteration 61Q: 3 clusters Score -1.323561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 116554 members 
Entering Unmasked Estep 
Score: -13235608.000000 Penalty: 3802.519775
	Iteration 62Q: 3 clusters Score -1.323561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 116568 members 
Entering Unmasked Estep 
Score: -13235606.000000 Penalty: 3802.519775
	Iteration 63Q: 3 clusters Score -1.323561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 116579 members 
Entering Unmasked Estep 
Score: -13235622.000000 Penalty: 3802.519775
	Iteration 64Q: 3 clusters Score -1.323562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -13235619.000000 Penalty: 3802.519775
	Iteration 65Q: 3 clusters Score -1.323562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -13235630.000000 Penalty: 3802.519775
	Iteration 66Q: 3 clusters Score -1.323563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 116613 members 
Entering Unmasked Estep 
Score: -13235623.000000 Penalty: 3802.519775
	Iteration 67Q: 3 clusters Score -1.323562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -13235620.000000 Penalty: 3802.519775
	Iteration 68Q: 3 clusters Score -1.323562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -13235612.000000 Penalty: 3802.519775
	Iteration 69Q: 3 clusters Score -1.323561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -13235618.000000 Penalty: 3802.519775
	Iteration 70Q: 3 clusters Score -1.323562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -13235613.000000 Penalty: 3802.519775
	Iteration 71Q: 3 clusters Score -1.323561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 116725 members 
Entering Unmasked Estep 
Score: -13235624.000000 Penalty: 3802.519775
	Iteration 72Q: 3 clusters Score -1.323562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 116757 members 
Entering Unmasked Estep 
Score: -13235642.000000 Penalty: 3802.519775
	Iteration 73Q: 3 clusters Score -1.323564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -13235619.000000 Penalty: 3802.519775
	Iteration 74Q: 3 clusters Score -1.323562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -13235624.000000 Penalty: 3802.519775
	Iteration 75Q: 3 clusters Score -1.323562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 116826 members 
Entering Unmasked Estep 
Score: -13235628.000000 Penalty: 3802.519775
	Iteration 76Q: 3 clusters Score -1.323563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 116847 members 
Entering Unmasked Estep 
Score: -13235633.000000 Penalty: 3802.519775
	Iteration 77Q: 3 clusters Score -1.323563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -13235629.000000 Penalty: 3802.519775
	Iteration 78Q: 3 clusters Score -1.323563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -13235630.000000 Penalty: 3802.519775
	Iteration 79Q: 3 clusters Score -1.323563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -13235623.000000 Penalty: 3802.519775
	Iteration 80F: 3 clusters Score -1.323562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -13235636.000000 Penalty: 3802.519775
	Iteration 81Q: 3 clusters Score -1.323564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 116939 members 
Entering Unmasked Estep 
Score: -13235650.000000 Penalty: 3802.519775
	Iteration 82Q: 3 clusters Score -1.323565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -13235641.000000 Penalty: 3802.519775
	Iteration 83Q: 3 clusters Score -1.323564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -13235631.000000 Penalty: 3802.519775
	Iteration 84Q: 3 clusters Score -1.323563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -13235619.000000 Penalty: 3802.519775
	Iteration 85Q: 3 clusters Score -1.323562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -13235621.000000 Penalty: 3802.519775
	Iteration 86Q: 3 clusters Score -1.323562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -13235621.000000 Penalty: 3802.519775
	Iteration 87Q: 3 clusters Score -1.323562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 116988 members 
Entering Unmasked Estep 
Score: -13235624.000000 Penalty: 3802.519775
	Iteration 88Q: 3 clusters Score -1.323562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -13235624.000000 Penalty: 3802.519775
	Iteration 89Q: 3 clusters Score -1.323562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -13235625.000000 Penalty: 3802.519775
	Iteration 90Q: 3 clusters Score -1.323562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -13235642.000000 Penalty: 3802.519775
	Iteration 91Q: 3 clusters Score -1.323564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -13235633.000000 Penalty: 3802.519775
	Iteration 92Q: 3 clusters Score -1.323563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
Score: -13235636.000000 Penalty: 3802.519775
	Iteration 93Q: 3 clusters Score -1.323564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -13235640.000000 Penalty: 3802.519775
	Iteration 94Q: 3 clusters Score -1.323564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 117017 members 
Entering Unmasked Estep 
Score: -13235646.000000 Penalty: 3802.519775
	Iteration 95Q: 3 clusters Score -1.323565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -13235648.000000 Penalty: 3802.519775
	Iteration 96Q: 3 clusters Score -1.323565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -13235648.000000 Penalty: 3802.519775
	Iteration 97F: 3 clusters Score -1.323565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -395798.375000 Penalty: 1330.707153
	Iteration 0F: 2 clusters Score -395798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -392679.468750 Penalty: 2661.414307
	Iteration 0F: 3 clusters Score -392679.5 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -393469.312500 Penalty: 2661.414307
	Iteration 1F: 3 clusters Score -393469.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -393711.031250 Penalty: 2661.414307
	Iteration 2F: 3 clusters Score -393711 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -394257.562500 Penalty: 2661.414307
	Iteration 3F: 3 clusters Score -394257.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -394657.468750 Penalty: 2661.414307
	Iteration 4F: 3 clusters Score -394657.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -394940.812500 Penalty: 2661.414307
	Iteration 5F: 3 clusters Score -394940.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -395206.937500 Penalty: 2661.414307
	Iteration 6F: 3 clusters Score -395206.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -395425.937500 Penalty: 2661.414307
	Iteration 7F: 3 clusters Score -395425.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -395568.218750 Penalty: 2661.414307
	Iteration 8Q: 3 clusters Score -395568.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -395656.906250 Penalty: 2661.414307
	Iteration 9Q: 3 clusters Score -395656.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -395707.562500 Penalty: 2661.414307
	Iteration 10Q: 3 clusters Score -395707.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -395731.468750 Penalty: 2661.414307
	Iteration 11Q: 3 clusters Score -395731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -395746.406250 Penalty: 2661.414307
	Iteration 12Q: 3 clusters Score -395746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -395755.843750 Penalty: 2661.414307
	Iteration 13Q: 3 clusters Score -395755.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -395766.968750 Penalty: 2661.414307
	Iteration 14Q: 3 clusters Score -395767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -395772.000000 Penalty: 2661.414307
	Iteration 15Q: 3 clusters Score -395772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -395777.812500 Penalty: 2661.414307
	Iteration 16Q: 3 clusters Score -395777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -395782.968750 Penalty: 2661.414307
	Iteration 17Q: 3 clusters Score -395783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -395793.250000 Penalty: 2661.414307
	Iteration 18Q: 3 clusters Score -395793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -395794.125000 Penalty: 2661.414307
	Iteration 19Q: 3 clusters Score -395794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -395794.875000 Penalty: 2661.414307
	Iteration 20F: 3 clusters Score -395794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 13088 members 
Mstep: Class 3 contains 3583 members 
Mstep: Class 4 contains 53340 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 37513 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125201 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 170059 members 
Mstep: Class 13 contains 142066 members 
Mstep: Class 14 contains 18422 members 
Mstep: Class 15 contains 70456 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 20 contains 48743 members 
Mstep: Class 21 contains 31933 members 
Mstep: Class 22 contains 120579 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866736.000000 Penalty: 44658.785156
Iteration 119Q: 21 clusters Score -9.886674e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 12909 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 53381 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 37678 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125157 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 169881 members 
Mstep: Class 13 contains 142002 members 
Mstep: Class 14 contains 18414 members 
Mstep: Class 15 contains 70782 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 20 contains 48711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 120602 members 
Mstep: Class 23 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866816.000000 Penalty: 44658.785156
Iteration 120F: 21 clusters Score -9.886682e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 3587 members 
Mstep: Class 4 contains 53420 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 37866 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125096 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 169723 members 
Mstep: Class 13 contains 141937 members 
Mstep: Class 14 contains 18409 members 
Mstep: Class 15 contains 71089 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 20 contains 48681 members 
Mstep: Class 21 contains 31933 members 
Mstep: Class 22 contains 120612 members 
Mstep: Class 23 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867000.000000 Penalty: 44658.785156
Iteration 121Q: 21 clusters Score -9.8867e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 12538 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 53448 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 38036 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125074 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 169585 members 
Mstep: Class 13 contains 141885 members 
Mstep: Class 14 contains 18397 members 
Mstep: Class 15 contains 71366 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 20 contains 48642 members 
Mstep: Class 21 contains 31944 members 
Mstep: Class 22 contains 120622 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866936.000000 Penalty: 44658.785156
Iteration 122Q: 21 clusters Score -9.886694e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 3595 members 
Mstep: Class 4 contains 53470 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 38227 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 125035 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 169453 members 
Mstep: Class 13 contains 141845 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 71643 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 20 contains 48600 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 120633 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866968.000000 Penalty: 44658.785156
Iteration 123Q: 21 clusters Score -9.886697e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 53493 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 38417 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 124987 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 169299 members 
Mstep: Class 13 contains 141792 members 
Mstep: Class 14 contains 18381 members 
Mstep: Class 15 contains 71933 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 20 contains 48552 members 
Mstep: Class 21 contains 31930 members 
Mstep: Class 22 contains 120648 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866928.000000 Penalty: 44658.785156
Iteration 124Q: 21 clusters Score -9.886693e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 53500 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 38595 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 124955 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 169130 members 
Mstep: Class 13 contains 141730 members 
Mstep: Class 14 contains 18382 members 
Mstep: Class 15 contains 72247 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 20 contains 48501 members 
Mstep: Class 21 contains 31929 members 
Mstep: Class 22 contains 120672 members 
Mstep: Class 23 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98866872.000000 Penalty: 44658.785156
Iteration 125Q: 21 clusters Score -9.886687e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 53504 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 38777 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 124916 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 168970 members 
Mstep: Class 13 contains 141672 members 
Mstep: Class 14 contains 18384 members 
Mstep: Class 15 contains 72558 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 20 contains 48452 members 
Mstep: Class 21 contains 31929 members 
Mstep: Class 22 contains 120692 members 
Mstep: Class 23 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867016.000000 Penalty: 44658.785156
Iteration 126Q: 21 clusters Score -9.886702e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 53523 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 38954 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 124872 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 168779 members 
Mstep: Class 13 contains 141598 members 
Mstep: Class 14 contains 18387 members 
Mstep: Class 15 contains 72885 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 20 contains 48410 members 
Mstep: Class 21 contains 31929 members 
Mstep: Class 22 contains 120715 members 
Mstep: Class 23 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867056.000000 Penalty: 44658.785156
Iteration 127Q: 21 clusters Score -9.886706e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 53549 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 39116 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 124838 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 168611 members 
Mstep: Class 13 contains 141537 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 73186 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 20 contains 48353 members 
Mstep: Class 21 contains 31928 members 
Mstep: Class 22 contains 120744 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867280.000000 Penalty: 44658.785156
Iteration 128Q: 21 clusters Score -9.886728e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 53562 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 39312 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 124811 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 168454 members 
Mstep: Class 13 contains 141467 members 
Mstep: Class 14 contains 18392 members 
Mstep: Class 15 contains 73485 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 20 contains 48283 members 
Mstep: Class 21 contains 31934 members 
Mstep: Class 22 contains 120763 members 
Mstep: Class 23 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867320.000000 Penalty: 44658.785156
Iteration 129Q: 21 clusters Score -9.886732e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 11101 members 
Mstep: Class 3 contains 3632 members 
Mstep: Class 4 contains 53585 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 39499 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 124773 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 168290 members 
Mstep: Class 13 contains 141386 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 73802 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 20 contains 48231 members 
Mstep: Class 21 contains 31939 members 
Mstep: Class 22 contains 120791 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867456.000000 Penalty: 44658.785156
Iteration 130Q: 21 clusters Score -9.886746e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 10927 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 4 contains 53618 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 39668 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124725 members 
Mstep: Class 11 contains 2611 members 
Mstep: Class 12 contains 168141 members 
Mstep: Class 13 contains 141310 members 
Mstep: Class 14 contains 18387 members 
Mstep: Class 15 contains 74106 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 20 contains 48176 members 
Mstep: Class 21 contains 31937 members 
Mstep: Class 22 contains 120824 members 
Mstep: Class 23 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867360.000000 Penalty: 44658.785156
Iteration 131Q: 21 clusters Score -9.886736e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 4 contains 53647 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 39835 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124696 members 
Mstep: Class 11 contains 2611 members 
Mstep: Class 12 contains 167980 members 
Mstep: Class 13 contains 141237 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 74421 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 20 contains 48136 members 
Mstep: Class 21 contains 31929 members 
Mstep: Class 22 contains 120851 members 
Mstep: Class 23 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867472.000000 Penalty: 44658.785156
Iteration 132Q: 21 clusters Score -9.886747e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 3637 members 
Mstep: Class 4 contains 53672 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 39990 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124662 members 
Mstep: Class 11 contains 2611 members 
Mstep: Class 12 contains 167824 members 
Mstep: Class 13 contains 141219 members 
Mstep: Class 14 contains 18392 members 
Mstep: Class 15 contains 74708 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 48091 members 
Mstep: Class 21 contains 31925 members 
Mstep: Class 22 contains 120878 members 
Mstep: Class 23 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867744.000000 Penalty: 44658.785156
Iteration 133Q: 21 clusters Score -9.886774e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 4 contains 53719 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124637 members 
Mstep: Class 11 contains 2611 members 
Mstep: Class 12 contains 167625 members 
Mstep: Class 13 contains 141190 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 74992 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 48043 members 
Mstep: Class 21 contains 31921 members 
Mstep: Class 22 contains 120899 members 
Mstep: Class 23 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867944.000000 Penalty: 44658.785156
Iteration 134Q: 21 clusters Score -9.886794e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 4 contains 53756 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 40363 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 2612 members 
Mstep: Class 12 contains 167412 members 
Mstep: Class 13 contains 141144 members 
Mstep: Class 14 contains 18384 members 
Mstep: Class 15 contains 75302 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47976 members 
Mstep: Class 21 contains 31922 members 
Mstep: Class 22 contains 120922 members 
Mstep: Class 23 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867984.000000 Penalty: 44658.785156
Iteration 135Q: 21 clusters Score -9.886798e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 9973 members 
Mstep: Class 3 contains 3639 members 
Mstep: Class 4 contains 53796 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 40558 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124601 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 167231 members 
Mstep: Class 13 contains 141099 members 
Mstep: Class 14 contains 18381 members 
Mstep: Class 15 contains 75587 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47903 members 
Mstep: Class 21 contains 31923 members 
Mstep: Class 22 contains 120948 members 
Mstep: Class 23 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867896.000000 Penalty: 44658.785156
Iteration 136Q: 21 clusters Score -9.88679e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 9773 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 53840 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 40735 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124592 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 167048 members 
Mstep: Class 13 contains 141038 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 75865 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47841 members 
Mstep: Class 21 contains 31926 members 
Mstep: Class 22 contains 120980 members 
Mstep: Class 23 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98867944.000000 Penalty: 44658.785156
Iteration 137Q: 21 clusters Score -9.886794e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 53876 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 40954 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124565 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 166937 members 
Mstep: Class 13 contains 140993 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 76091 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 20 contains 47781 members 
Mstep: Class 21 contains 31925 members 
Mstep: Class 22 contains 121005 members 
Mstep: Class 23 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868064.000000 Penalty: 44658.785156
Iteration 138Q: 21 clusters Score -9.886806e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 3647 members 
Mstep: Class 4 contains 53913 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 41178 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124539 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 166822 members 
Mstep: Class 13 contains 140945 members 
Mstep: Class 14 contains 18377 members 
Mstep: Class 15 contains 76317 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 20 contains 47729 members 
Mstep: Class 21 contains 31923 members 
Mstep: Class 22 contains 121018 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868328.000000 Penalty: 44658.785156
Iteration 139Q: 21 clusters Score -9.886833e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 3648 members 
Mstep: Class 4 contains 53942 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 41413 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124498 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 166739 members 
Mstep: Class 13 contains 140906 members 
Mstep: Class 14 contains 18372 members 
Mstep: Class 15 contains 76521 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 20 contains 47670 members 
Mstep: Class 21 contains 31918 members 
Mstep: Class 22 contains 121031 members 
Mstep: Class 23 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868192.000000 Penalty: 44658.785156
Iteration 140F: 21 clusters Score -9.886819e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 3648 members 
Mstep: Class 4 contains 53967 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 41637 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124469 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 166650 members 
Mstep: Class 13 contains 140871 members 
Mstep: Class 14 contains 18377 members 
Mstep: Class 15 contains 76724 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47597 members 
Mstep: Class 21 contains 31904 members 
Mstep: Class 22 contains 121053 members 
Mstep: Class 23 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868128.000000 Penalty: 44658.785156
Iteration 141Q: 21 clusters Score -9.886813e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 3649 members 
Mstep: Class 4 contains 53988 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 41843 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124439 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 166549 members 
Mstep: Class 13 contains 140865 members 
Mstep: Class 14 contains 18370 members 
Mstep: Class 15 contains 76929 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47542 members 
Mstep: Class 21 contains 31899 members 
Mstep: Class 22 contains 121061 members 
Mstep: Class 23 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868248.000000 Penalty: 44658.785156
Iteration 142Q: 21 clusters Score -9.886825e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 54015 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 42049 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124409 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 12 contains 166445 members 
Mstep: Class 13 contains 140829 members 
Mstep: Class 14 contains 18360 members 
Mstep: Class 15 contains 77146 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47500 members 
Mstep: Class 21 contains 31883 members 
Mstep: Class 22 contains 121080 members 
Mstep: Class 23 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868536.000000 Penalty: 44658.785156
Iteration 143Q: 21 clusters Score -9.886854e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 4 contains 54045 members 
Mstep: Class 5 contains 1049 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 42238 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 124382 members 
Mstep: Class 11 contains 2622 members 
Mstep: Class 12 contains 166301 members 
Mstep: Class 13 contains 140797 members 
Mstep: Class 14 contains 18352 members 
Mstep: Class 15 contains 77364 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47476 members 
Mstep: Class 21 contains 31870 members 
Mstep: Class 22 contains 121094 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868592.000000 Penalty: 44658.785156
Iteration 144Q: 21 clusters Score -9.886859e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 3654 members 
Mstep: Class 4 contains 54063 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 42439 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 124370 members 
Mstep: Class 11 contains 2625 members 
Mstep: Class 12 contains 166176 members 
Mstep: Class 13 contains 140763 members 
Mstep: Class 14 contains 18352 members 
Mstep: Class 15 contains 77574 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 20 contains 47433 members 
Mstep: Class 21 contains 31861 members 
Mstep: Class 22 contains 121112 members 
Mstep: Class 23 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868536.000000 Penalty: 44658.785156
Iteration 145Q: 21 clusters Score -9.886854e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 7875 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 54077 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 42648 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 124348 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 166063 members 
Mstep: Class 13 contains 140741 members 
Mstep: Class 14 contains 18345 members 
Mstep: Class 15 contains 77797 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 20 contains 47389 members 
Mstep: Class 21 contains 31860 members 
Mstep: Class 22 contains 121121 members 
Mstep: Class 23 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868600.000000 Penalty: 44658.785156
Iteration 146Q: 21 clusters Score -9.88686e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 54093 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 42855 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 124317 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 165944 members 
Mstep: Class 13 contains 140706 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 78025 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 20 contains 47343 members 
Mstep: Class 21 contains 31852 members 
Mstep: Class 22 contains 121128 members 
Mstep: Class 23 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868712.000000 Penalty: 44658.785156
Iteration 147Q: 21 clusters Score -9.886871e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 54119 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 43054 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 124274 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 165802 members 
Mstep: Class 13 contains 140651 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 78279 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 20 contains 47299 members 
Mstep: Class 21 contains 31848 members 
Mstep: Class 22 contains 121141 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868728.000000 Penalty: 44658.785156
Iteration 148Q: 21 clusters Score -9.886873e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 54128 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 43274 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 124247 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 165662 members 
Mstep: Class 13 contains 140588 members 
Mstep: Class 14 contains 18341 members 
Mstep: Class 15 contains 78529 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 20 contains 47251 members 
Mstep: Class 21 contains 31838 members 
Mstep: Class 22 contains 121151 members 
Mstep: Class 23 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868936.000000 Penalty: 44658.785156
Iteration 149Q: 21 clusters Score -9.886894e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 3666 members 
Mstep: Class 4 contains 54146 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 43483 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 124237 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 165509 members 
Mstep: Class 13 contains 140529 members 
Mstep: Class 14 contains 18341 members 
Mstep: Class 15 contains 78768 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 20 contains 47201 members 
Mstep: Class 21 contains 31830 members 
Mstep: Class 22 contains 121164 members 
Mstep: Class 23 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869040.000000 Penalty: 44658.785156
Iteration 150Q: 21 clusters Score -9.886904e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 54169 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 43692 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124217 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 165360 members 
Mstep: Class 13 contains 140480 members 
Mstep: Class 14 contains 18339 members 
Mstep: Class 15 contains 78994 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 20 contains 47157 members 
Mstep: Class 21 contains 31825 members 
Mstep: Class 22 contains 121184 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868960.000000 Penalty: 44658.785156
Iteration 151Q: 21 clusters Score -9.886896e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 54193 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 43920 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124198 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 165216 members 
Mstep: Class 13 contains 140432 members 
Mstep: Class 14 contains 18339 members 
Mstep: Class 15 contains 79220 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 20 contains 47120 members 
Mstep: Class 21 contains 31813 members 
Mstep: Class 22 contains 121194 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98868944.000000 Penalty: 44658.785156
Iteration 152Q: 21 clusters Score -9.886894e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 4 contains 54219 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 44166 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124177 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 165080 members 
Mstep: Class 13 contains 140385 members 
Mstep: Class 14 contains 18344 members 
Mstep: Class 15 contains 79436 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 20 contains 47088 members 
Mstep: Class 21 contains 31804 members 
Mstep: Class 22 contains 121202 members 
Mstep: Class 23 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869168.000000 Penalty: 44658.785156
Iteration 153Q: 21 clusters Score -9.886917e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 54247 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124161 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 12 contains 164962 members 
Mstep: Class 13 contains 140329 members 
Mstep: Class 14 contains 18342 members 
Mstep: Class 15 contains 79629 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 20 contains 47052 members 
Mstep: Class 21 contains 31794 members 
Mstep: Class 22 contains 121204 members 
Mstep: Class 23 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869272.000000 Penalty: 44658.785156
Iteration 154Q: 21 clusters Score -9.886927e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 54270 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 44689 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124131 members 
Mstep: Class 11 contains 2634 members 
Mstep: Class 12 contains 164855 members 
Mstep: Class 13 contains 140267 members 
Mstep: Class 14 contains 18334 members 
Mstep: Class 15 contains 79812 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 20 contains 46998 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 121223 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869496.000000 Penalty: 44658.785156
Iteration 155Q: 21 clusters Score -9.88695e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 54300 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 44974 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124099 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 164752 members 
Mstep: Class 13 contains 140205 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 79976 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 20 contains 46949 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 121238 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869704.000000 Penalty: 44658.785156
Iteration 156Q: 21 clusters Score -9.88697e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 5650 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 54327 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 45275 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124075 members 
Mstep: Class 11 contains 2636 members 
Mstep: Class 12 contains 164646 members 
Mstep: Class 13 contains 140152 members 
Mstep: Class 14 contains 18319 members 
Mstep: Class 15 contains 80109 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 20 contains 46891 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 121250 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869688.000000 Penalty: 44658.785156
Iteration 157Q: 21 clusters Score -9.886969e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 3686 members 
Mstep: Class 4 contains 54354 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 45560 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 124054 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 164544 members 
Mstep: Class 13 contains 140083 members 
Mstep: Class 14 contains 18315 members 
Mstep: Class 15 contains 80230 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 46854 members 
Mstep: Class 21 contains 31766 members 
Mstep: Class 22 contains 121260 members 
Mstep: Class 23 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869800.000000 Penalty: 44658.785156
Iteration 158Q: 21 clusters Score -9.88698e+07 nChanged 733
Entering ConstructFrom: 
Score: -98869800.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (76160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Entering Unmasked Estep 
Score: -8370559.500000 Penalty: 1826.596191
	Iteration 0F: 2 clusters Score -8370560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -8319768.000000 Penalty: 3653.192383
	Iteration 0F: 3 clusters Score -8319768 nChanged 36130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -8340787.000000 Penalty: 3653.192383
	Iteration 1F: 3 clusters Score -8340787 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -8341961.500000 Penalty: 3653.192383
	Iteration 2Q: 3 clusters Score -8341962 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -8343607.500000 Penalty: 3653.192383
	Iteration 3Q: 3 clusters Score -8343608 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -8346036.500000 Penalty: 3653.192383
	Iteration 4F: 3 clusters Score -8346036 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -8349387.000000 Penalty: 3653.192383
	Iteration 5F: 3 clusters Score -8349387 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -8353310.500000 Penalty: 3653.192383
	Iteration 6F: 3 clusters Score -8353310 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -8356553.000000 Penalty: 3653.192383
	Iteration 7F: 3 clusters Score -8356553 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8358134.500000 Penalty: 3653.192383
	Iteration 8Q: 3 clusters Score -8358134 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -8358773.000000 Penalty: 3653.192383
	Iteration 9Q: 3 clusters Score -8358773 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -8359105.500000 Penalty: 3653.192383
	Iteration 10Q: 3 clusters Score -8359106 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8359276.000000 Penalty: 3653.192383
	Iteration 11Q: 3 clusters Score -8359276 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -8359439.500000 Penalty: 3653.192383
	Iteration 12Q: 3 clusters Score -8359440 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -8359628.500000 Penalty: 3653.192383
	Iteration 13Q: 3 clusters Score -8359628 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8359801.500000 Penalty: 3653.192383
	Iteration 14Q: 3 clusters Score -8359802 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8359995.500000 Penalty: 3653.192383
	Iteration 15Q: 3 clusters Score -8359996 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -8360191.000000 Penalty: 3653.192383
	Iteration 16Q: 3 clusters Score -8360191 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -8360401.500000 Penalty: 3653.192383
	Iteration 17Q: 3 clusters Score -8360402 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -8360634.500000 Penalty: 3653.192383
	Iteration 18Q: 3 clusters Score -8360634 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -8360865.500000 Penalty: 3653.192383
	Iteration 19Q: 3 clusters Score -8360866 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -8361106.500000 Penalty: 3653.192383
	Iteration 20F: 3 clusters Score -8361106 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -8361330.500000 Penalty: 3653.192383
	Iteration 21Q: 3 clusters Score -8361330 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -8361560.000000 Penalty: 3653.192383
	Iteration 22Q: 3 clusters Score -8361560 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -8361801.000000 Penalty: 3653.192383
	Iteration 23Q: 3 clusters Score -8361801 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8362100.000000 Penalty: 3653.192383
	Iteration 24Q: 3 clusters Score -8362100 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -8362438.000000 Penalty: 3653.192383
	Iteration 25Q: 3 clusters Score -8362438 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -8362816.000000 Penalty: 3653.192383
	Iteration 26Q: 3 clusters Score -8362816 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -8363226.000000 Penalty: 3653.192383
	Iteration 27Q: 3 clusters Score -8363226 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -8363757.000000 Penalty: 3653.192383
	Iteration 28Q: 3 clusters Score -8363757 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -8364291.500000 Penalty: 3653.192383
	Iteration 29Q: 3 clusters Score -8364292 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -8364769.000000 Penalty: 3653.192383
	Iteration 30Q: 3 clusters Score -8364769 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -8365261.500000 Penalty: 3653.192383
	Iteration 31Q: 3 clusters Score -8365262 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8365742.000000 Penalty: 3653.192383
	Iteration 32Q: 3 clusters Score -8365742 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8366221.500000 Penalty: 3653.192383
	Iteration 33Q: 3 clusters Score -8366222 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -8366658.500000 Penalty: 3653.192383
	Iteration 34Q: 3 clusters Score -8366658 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8367090.000000 Penalty: 3653.192383
	Iteration 35Q: 3 clusters Score -8367090 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8367504.500000 Penalty: 3653.192383
	Iteration 36Q: 3 clusters Score -8367504 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8367877.000000 Penalty: 3653.192383
	Iteration 37Q: 3 clusters Score -8367877 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8368167.000000 Penalty: 3653.192383
	Iteration 38Q: 3 clusters Score -8368167 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8368398.500000 Penalty: 3653.192383
	Iteration 39Q: 3 clusters Score -8368398 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8368553.000000 Penalty: 3653.192383
	Iteration 40F: 3 clusters Score -8368553 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8368666.000000 Penalty: 3653.192383
	Iteration 41Q: 3 clusters Score -8368666 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8368770.500000 Penalty: 3653.192383
	Iteration 42Q: 3 clusters Score -8368770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8368837.500000 Penalty: 3653.192383
	Iteration 43Q: 3 clusters Score -8368838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8368887.500000 Penalty: 3653.192383
	Iteration 44Q: 3 clusters Score -8368888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8368922.000000 Penalty: 3653.192383
	Iteration 45Q: 3 clusters Score -8368922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8368957.500000 Penalty: 3653.192383
	Iteration 46Q: 3 clusters Score -8368958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8368975.500000 Penalty: 3653.192383
	Iteration 47Q: 3 clusters Score -8368976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8368994.000000 Penalty: 3653.192383
	Iteration 48Q: 3 clusters Score -8368994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8369015.500000 Penalty: 3653.192383
	Iteration 49Q: 3 clusters Score -8369016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8369026.500000 Penalty: 3653.192383
	Iteration 50Q: 3 clusters Score -8369026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8369035.000000 Penalty: 3653.192383
	Iteration 51Q: 3 clusters Score -8369035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8369048.500000 Penalty: 3653.192383
	Iteration 52Q: 3 clusters Score -8369048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8369072.000000 Penalty: 3653.192383
	Iteration 53Q: 3 clusters Score -8369072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8369066.500000 Penalty: 3653.192383
	Iteration 54Q: 3 clusters Score -8369066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8369077.000000 Penalty: 3653.192383
	Iteration 55Q: 3 clusters Score -8369077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8369079.000000 Penalty: 3653.192383
	Iteration 56Q: 3 clusters Score -8369079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8369071.000000 Penalty: 3653.192383
	Iteration 57Q: 3 clusters Score -8369071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8369072.000000 Penalty: 3653.192383
	Iteration 58Q: 3 clusters Score -8369072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8369078.000000 Penalty: 3653.192383
	Iteration 59Q: 3 clusters Score -8369078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8369074.000000 Penalty: 3653.192383
	Iteration 60F: 3 clusters Score -8369074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8369072.500000 Penalty: 3653.192383
	Iteration 61Q: 3 clusters Score -8369072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8369079.000000 Penalty: 3653.192383
	Iteration 62Q: 3 clusters Score -8369079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8369084.500000 Penalty: 3653.192383
	Iteration 63Q: 3 clusters Score -8369084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8369082.500000 Penalty: 3653.192383
	Iteration 64Q: 3 clusters Score -8369082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8369084.500000 Penalty: 3653.192383
	Iteration 65Q: 3 clusters Score -8369084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8369088.500000 Penalty: 3653.192383
	Iteration 66Q: 3 clusters Score -8369088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8369080.000000 Penalty: 3653.192383
	Iteration 67Q: 3 clusters Score -8369080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8369081.500000 Penalty: 3653.192383
	Iteration 68Q: 3 clusters Score -8369082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8369081.500000 Penalty: 3653.192383
	Iteration 69F: 3 clusters Score -8369082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -598451.187500 Penalty: 1393.328491
	Iteration 0F: 2 clusters Score -598451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -594318.312500 Penalty: 2786.656982
	Iteration 0F: 3 clusters Score -594318.3 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -595479.125000 Penalty: 2786.656982
	Iteration 1F: 3 clusters Score -595479.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -595644.125000 Penalty: 2786.656982
	Iteration 2F: 3 clusters Score -595644.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -595748.250000 Penalty: 2786.656982
	Iteration 3F: 3 clusters Score -595748.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -595817.562500 Penalty: 2786.656982
	Iteration 4Q: 3 clusters Score -595817.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -595865.625000 Penalty: 2786.656982
	Iteration 5Q: 3 clusters Score -595865.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -595901.187500 Penalty: 2786.656982
	Iteration 6Q: 3 clusters Score -595901.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -595935.750000 Penalty: 2786.656982
	Iteration 7Q: 3 clusters Score -595935.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -595964.812500 Penalty: 2786.656982
	Iteration 8Q: 3 clusters Score -595964.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -595995.000000 Penalty: 2786.656982
	Iteration 9Q: 3 clusters Score -595995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -596017.437500 Penalty: 2786.656982
	Iteration 10Q: 3 clusters Score -596017.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -596044.187500 Penalty: 2786.656982
	Iteration 11Q: 3 clusters Score -596044.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -596066.500000 Penalty: 2786.656982
	Iteration 12Q: 3 clusters Score -596066.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -596087.500000 Penalty: 2786.656982
	Iteration 13Q: 3 clusters Score -596087.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -596110.062500 Penalty: 2786.656982
	Iteration 14Q: 3 clusters Score -596110.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -596132.875000 Penalty: 2786.656982
	Iteration 15Q: 3 clusters Score -596132.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -596156.125000 Penalty: 2786.656982
	Iteration 16Q: 3 clusters Score -596156.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -596178.750000 Penalty: 2786.656982
	Iteration 17Q: 3 clusters Score -596178.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -596206.250000 Penalty: 2786.656982
	Iteration 18Q: 3 clusters Score -596206.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -596233.562500 Penalty: 2786.656982
	Iteration 19Q: 3 clusters Score -596233.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -596267.125000 Penalty: 2786.656982
	Iteration 20F: 3 clusters Score -596267.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -596318.250000 Penalty: 2786.656982
	Iteration 21Q: 3 clusters Score -596318.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -596367.250000 Penalty: 2786.656982
	Iteration 22Q: 3 clusters Score -596367.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -596420.250000 Penalty: 2786.656982
	Iteration 23Q: 3 clusters Score -596420.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -596480.062500 Penalty: 2786.656982
	Iteration 24Q: 3 clusters Score -596480.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -596549.250000 Penalty: 2786.656982
	Iteration 25Q: 3 clusters Score -596549.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -596624.500000 Penalty: 2786.656982
	Iteration 26Q: 3 clusters Score -596624.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -596676.062500 Penalty: 2786.656982
	Iteration 27Q: 3 clusters Score -596676.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -596736.625000 Penalty: 2786.656982
	Iteration 28Q: 3 clusters Score -596736.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -596792.562500 Penalty: 2786.656982
	Iteration 29Q: 3 clusters Score -596792.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -596857.187500 Penalty: 2786.656982
	Iteration 30Q: 3 clusters Score -596857.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -596907.500000 Penalty: 2786.656982
	Iteration 31Q: 3 clusters Score -596907.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -596945.687500 Penalty: 2786.656982
	Iteration 32Q: 3 clusters Score -596945.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -596973.687500 Penalty: 2786.656982
	Iteration 33Q: 3 clusters Score -596973.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -596995.812500 Penalty: 2786.656982
	Iteration 34Q: 3 clusters Score -596995.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -597022.812500 Penalty: 2786.656982
	Iteration 35Q: 3 clusters Score -597022.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -597042.125000 Penalty: 2786.656982
	Iteration 36Q: 3 clusters Score -597042.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -597062.937500 Penalty: 2786.656982
	Iteration 37Q: 3 clusters Score -597062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -597081.562500 Penalty: 2786.656982
	Iteration 38Q: 3 clusters Score -597081.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -597099.187500 Penalty: 2786.656982
	Iteration 39Q: 3 clusters Score -597099.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -597115.437500 Penalty: 2786.656982
	Iteration 40F: 3 clusters Score -597115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -597129.062500 Penalty: 2786.656982
	Iteration 41Q: 3 clusters Score -597129.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -597137.687500 Penalty: 2786.656982
	Iteration 42Q: 3 clusters Score -597137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -597146.812500 Penalty: 2786.656982
	Iteration 43Q: 3 clusters Score -597146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -597155.437500 Penalty: 2786.656982
	Iteration 44Q: 3 clusters Score -597155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -597164.312500 Penalty: 2786.656982
	Iteration 45Q: 3 clusters Score -597164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -597173.562500 Penalty: 2786.656982
	Iteration 46Q: 3 clusters Score -597173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -597182.562500 Penalty: 2786.656982
	Iteration 47Q: 3 clusters Score -597182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -597190.062500 Penalty: 2786.656982
	Iteration 48Q: 3 clusters Score -597190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -597196.562500 Penalty: 2786.656982
	Iteration 49Q: 3 clusters Score -597196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -597203.250000 Penalty: 2786.656982
	Iteration 50Q: 3 clusters Score -597203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -597210.000000 Penalty: 2786.656982
	Iteration 51Q: 3 clusters Score -597210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -597211.812500 Penalty: 2786.656982
	Iteration 52Q: 3 clusters Score -597211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -597212.687500 Penalty: 2786.656982
	Iteration 53Q: 3 clusters Score -597212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -597213.312500 Penalty: 2786.656982
	Iteration 54Q: 3 clusters Score -597213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -597213.312500 Penalty: 2786.656982
	Iteration 55F: 3 clusters Score -597213.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -373400.406250 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -373400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -370249.718750 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -370249.7 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -371169.593750 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -371169.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371494.812500 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -371494.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371772.250000 Penalty: 2669.084717
	Iteration 3F: 3 clusters Score -371772.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372001.843750 Penalty: 2669.084717
	Iteration 4F: 3 clusters Score -372001.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -372105.843750 Penalty: 2669.084717
	Iteration 5Q: 3 clusters Score -372105.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -372168.312500 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -372168.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -372223.000000 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -372223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -372280.250000 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -372280.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -372341.718750 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -372341.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -372400.750000 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -372400.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -372459.125000 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -372459.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -372519.187500 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -372519.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -372587.937500 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -372587.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -372662.531250 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -372662.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -372743.187500 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -372743.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -372821.218750 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -372821.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -372887.437500 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -372887.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -372956.000000 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -372956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -373013.937500 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -373013.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -373069.937500 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -373069.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -373122.062500 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -373122.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -373177.562500 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -373177.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -373223.468750 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -373223.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -373250.437500 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -373250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -373269.937500 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -373269.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -373286.875000 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -373286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -373306.125000 Penalty: 2669.084717
	Iteration 27Q: 3 clusters Score -373306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -373312.250000 Penalty: 2669.084717
	Iteration 28Q: 3 clusters Score -373312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -373313.875000 Penalty: 2669.084717
	Iteration 29Q: 3 clusters Score -373313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -373314.781250 Penalty: 2669.084717
	Iteration 30Q: 3 clusters Score -373314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -373315.468750 Penalty: 2669.084717
	Iteration 31Q: 3 clusters Score -373315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -373316.000000 Penalty: 2669.084717
	Iteration 32Q: 3 clusters Score -373316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -373316.000000 Penalty: 2669.084717
	Iteration 33F: 3 clusters Score -373316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Entering Unmasked Estep 
Score: -5712693.500000 Penalty: 1771.841797
	Iteration 0F: 2 clusters Score -5712694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5676403.000000 Penalty: 3543.683594
	Iteration 0F: 3 clusters Score -5676403 nChanged 25391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5690969.000000 Penalty: 3543.683594
	Iteration 1F: 3 clusters Score -5690969 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5691737.000000 Penalty: 3543.683594
	Iteration 2Q: 3 clusters Score -5691737 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5692661.000000 Penalty: 3543.683594
	Iteration 3Q: 3 clusters Score -5692661 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5693950.500000 Penalty: 3543.683594
	Iteration 4Q: 3 clusters Score -5693950 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5695341.000000 Penalty: 3543.683594
	Iteration 5Q: 3 clusters Score -5695341 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5696688.000000 Penalty: 3543.683594
	Iteration 6Q: 3 clusters Score -5696688 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5697875.000000 Penalty: 3543.683594
	Iteration 7Q: 3 clusters Score -5697875 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -5698941.500000 Penalty: 3543.683594
	Iteration 8Q: 3 clusters Score -5698942 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5699856.000000 Penalty: 3543.683594
	Iteration 9Q: 3 clusters Score -5699856 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -5700682.500000 Penalty: 3543.683594
	Iteration 10Q: 3 clusters Score -5700682 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -5701537.500000 Penalty: 3543.683594
	Iteration 11Q: 3 clusters Score -5701538 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -5702280.500000 Penalty: 3543.683594
	Iteration 12Q: 3 clusters Score -5702280 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5702996.000000 Penalty: 3543.683594
	Iteration 13Q: 3 clusters Score -5702996 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5703793.500000 Penalty: 3543.683594
	Iteration 14Q: 3 clusters Score -5703794 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5704707.000000 Penalty: 3543.683594
	Iteration 15Q: 3 clusters Score -5704707 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5705503.500000 Penalty: 3543.683594
	Iteration 16Q: 3 clusters Score -5705504 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5706318.000000 Penalty: 3543.683594
	Iteration 17Q: 3 clusters Score -5706318 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5707058.500000 Penalty: 3543.683594
	Iteration 18Q: 3 clusters Score -5707058 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5707819.000000 Penalty: 3543.683594
	Iteration 19Q: 3 clusters Score -5707819 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5708494.000000 Penalty: 3543.683594
	Iteration 20F: 3 clusters Score -5708494 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5709115.500000 Penalty: 3543.683594
	Iteration 21Q: 3 clusters Score -5709116 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -5709622.000000 Penalty: 3543.683594
	Iteration 22Q: 3 clusters Score -5709622 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -5710009.500000 Penalty: 3543.683594
	Iteration 23Q: 3 clusters Score -5710010 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5710269.500000 Penalty: 3543.683594
	Iteration 24Q: 3 clusters Score -5710270 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -5710507.000000 Penalty: 3543.683594
	Iteration 25Q: 3 clusters Score -5710507 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5710679.500000 Penalty: 3543.683594
	Iteration 26Q: 3 clusters Score -5710680 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -5710808.000000 Penalty: 3543.683594
	Iteration 27Q: 3 clusters Score -5710808 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -5710943.000000 Penalty: 3543.683594
	Iteration 28Q: 3 clusters Score -5710943 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -5711001.000000 Penalty: 3543.683594
	Iteration 29Q: 3 clusters Score -5711001 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -5711065.500000 Penalty: 3543.683594
	Iteration 30Q: 3 clusters Score -5711066 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -5711117.000000 Penalty: 3543.683594
	Iteration 31Q: 3 clusters Score -5711117 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -5711158.000000 Penalty: 3543.683594
	Iteration 32Q: 3 clusters Score -5711158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -5711190.500000 Penalty: 3543.683594
	Iteration 33Q: 3 clusters Score -5711190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -5711208.500000 Penalty: 3543.683594
	Iteration 34Q: 3 clusters Score -5711208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -5711227.000000 Penalty: 3543.683594
	Iteration 35Q: 3 clusters Score -5711227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5711261.000000 Penalty: 3543.683594
	Iteration 36Q: 3 clusters Score -5711261 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -5711270.000000 Penalty: 3543.683594
	Iteration 37Q: 3 clusters Score -5711270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -5711298.500000 Penalty: 3543.683594
	Iteration 38Q: 3 clusters Score -5711298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -5711297.500000 Penalty: 3543.683594
	Iteration 39Q: 3 clusters Score -5711298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -5711318.000000 Penalty: 3543.683594
	Iteration 40F: 3 clusters Score -5711318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -5711327.500000 Penalty: 3543.683594
	Iteration 41Q: 3 clusters Score -5711328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -5711329.000000 Penalty: 3543.683594
	Iteration 42Q: 3 clusters Score -5711329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -5711345.500000 Penalty: 3543.683594
	Iteration 43Q: 3 clusters Score -5711346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -5711363.500000 Penalty: 3543.683594
	Iteration 44Q: 3 clusters Score -5711364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -5711377.000000 Penalty: 3543.683594
	Iteration 45Q: 3 clusters Score -5711377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -5711394.000000 Penalty: 3543.683594
	Iteration 46Q: 3 clusters Score -5711394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5711403.500000 Penalty: 3543.683594
	Iteration 47Q: 3 clusters Score -5711404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -5711414.500000 Penalty: 3543.683594
	Iteration 48Q: 3 clusters Score -5711414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -5711428.500000 Penalty: 3543.683594
	Iteration 49Q: 3 clusters Score -5711428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -5711430.000000 Penalty: 3543.683594
	Iteration 50Q: 3 clusters Score -5711430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -5711438.000000 Penalty: 3543.683594
	Iteration 51Q: 3 clusters Score -5711438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -5711452.000000 Penalty: 3543.683594
	Iteration 52Q: 3 clusters Score -5711452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -5711456.500000 Penalty: 3543.683594
	Iteration 53Q: 3 clusters Score -5711456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -5711466.000000 Penalty: 3543.683594
	Iteration 54Q: 3 clusters Score -5711466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -5711461.500000 Penalty: 3543.683594
	Iteration 55Q: 3 clusters Score -5711462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -5711468.500000 Penalty: 3543.683594
	Iteration 56Q: 3 clusters Score -5711468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -5711472.000000 Penalty: 3543.683594
	Iteration 57Q: 3 clusters Score -5711472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -5711472.500000 Penalty: 3543.683594
	Iteration 58Q: 3 clusters Score -5711472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -5711480.000000 Penalty: 3543.683594
	Iteration 59Q: 3 clusters Score -5711480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -5711478.000000 Penalty: 3543.683594
	Iteration 60F: 3 clusters Score -5711478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -5711486.500000 Penalty: 3543.683594
	Iteration 61Q: 3 clusters Score -5711486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5711483.500000 Penalty: 3543.683594
	Iteration 62Q: 3 clusters Score -5711484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -5711496.500000 Penalty: 3543.683594
	Iteration 63Q: 3 clusters Score -5711496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -5711504.000000 Penalty: 3543.683594
	Iteration 64Q: 3 clusters Score -5711504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -5711507.000000 Penalty: 3543.683594
	Iteration 65Q: 3 clusters Score -5711507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -5711498.000000 Penalty: 3543.683594
	Iteration 66Q: 3 clusters Score -5711498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -5711509.000000 Penalty: 3543.683594
	Iteration 67Q: 3 clusters Score -5711509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -5711505.500000 Penalty: 3543.683594
	Iteration 68Q: 3 clusters Score -5711506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5711508.000000 Penalty: 3543.683594
	Iteration 69Q: 3 clusters Score -5711508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -5711506.000000 Penalty: 3543.683594
	Iteration 70Q: 3 clusters Score -5711506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -5711516.000000 Penalty: 3543.683594
	Iteration 71Q: 3 clusters Score -5711516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -5711517.500000 Penalty: 3543.683594
	Iteration 72Q: 3 clusters Score -5711518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -5711519.500000 Penalty: 3543.683594
	Iteration 73Q: 3 clusters Score -5711520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -5711524.500000 Penalty: 3543.683594
	Iteration 74Q: 3 clusters Score -5711524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -5711529.000000 Penalty: 3543.683594
	Iteration 75Q: 3 clusters Score -5711529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5711525.000000 Penalty: 3543.683594
	Iteration 76Q: 3 clusters Score -5711525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -5711538.500000 Penalty: 3543.683594
	Iteration 77Q: 3 clusters Score -5711538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -5711538.000000 Penalty: 3543.683594
	Iteration 78Q: 3 clusters Score -5711538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -5711539.500000 Penalty: 3543.683594
	Iteration 79Q: 3 clusters Score -5711540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -5711540.500000 Penalty: 3543.683594
	Iteration 80F: 3 clusters Score -5711540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -5711535.000000 Penalty: 3543.683594
	Iteration 81Q: 3 clusters Score -5711535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -5711536.000000 Penalty: 3543.683594
	Iteration 82Q: 3 clusters Score -5711536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -5711539.000000 Penalty: 3543.683594
	Iteration 83Q: 3 clusters Score -5711539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -5711544.000000 Penalty: 3543.683594
	Iteration 84Q: 3 clusters Score -5711544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -5711543.000000 Penalty: 3543.683594
	Iteration 85Q: 3 clusters Score -5711543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -5711553.500000 Penalty: 3543.683594
	Iteration 86Q: 3 clusters Score -5711554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -5711551.500000 Penalty: 3543.683594
	Iteration 87Q: 3 clusters Score -5711552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -5711552.500000 Penalty: 3543.683594
	Iteration 88Q: 3 clusters Score -5711552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -5711552.500000 Penalty: 3543.683594
	Iteration 89F: 3 clusters Score -5711552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -115479.203125 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -115479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113963.210938 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -113963.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114219.445312 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -114219.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114316.695312 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -114316.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114362.085938 Penalty: 2263.036865
	Iteration 3Q: 3 clusters Score -114362.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114388.445312 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -114388.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114404.171875 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -114404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114410.804688 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -114410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114413.367188 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -114413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114418.179688 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -114418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114424.070312 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -114424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114426.445312 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -114426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114427.828125 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -114427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114428.687500 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -114428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114430.203125 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -114430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114431.203125 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -114431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114433.242188 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -114433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114436.867188 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -114436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114438.781250 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -114438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114439.500000 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -114439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114439.968750 Penalty: 2263.036865
	Iteration 19Q: 3 clusters Score -114440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114440.296875 Penalty: 2263.036865
	Iteration 20F: 3 clusters Score -114440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -247083.156250 Penalty: 1254.863159
	Iteration 0F: 2 clusters Score -247083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244831.531250 Penalty: 2509.726318
	Iteration 0F: 3 clusters Score -244831.5 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245304.437500 Penalty: 2509.726318
	Iteration 1F: 3 clusters Score -245304.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -245392.984375 Penalty: 2509.726318
	Iteration 2F: 3 clusters Score -245393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -245431.531250 Penalty: 2509.726318
	Iteration 3Q: 3 clusters Score -245431.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245463.484375 Penalty: 2509.726318
	Iteration 4Q: 3 clusters Score -245463.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -245481.859375 Penalty: 2509.726318
	Iteration 5Q: 3 clusters Score -245481.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -245494.890625 Penalty: 2509.726318
	Iteration 6Q: 3 clusters Score -245494.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245504.078125 Penalty: 2509.726318
	Iteration 7Q: 3 clusters Score -245504.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245511.343750 Penalty: 2509.726318
	Iteration 8Q: 3 clusters Score -245511.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245519.125000 Penalty: 2509.726318
	Iteration 9Q: 3 clusters Score -245519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245526.500000 Penalty: 2509.726318
	Iteration 10Q: 3 clusters Score -245526.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -245533.203125 Penalty: 2509.726318
	Iteration 11Q: 3 clusters Score -245533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -245539.609375 Penalty: 2509.726318
	Iteration 12Q: 3 clusters Score -245539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245543.281250 Penalty: 2509.726318
	Iteration 13Q: 3 clusters Score -245543.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -245546.609375 Penalty: 2509.726318
	Iteration 14Q: 3 clusters Score -245546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -245551.296875 Penalty: 2509.726318
	Iteration 15Q: 3 clusters Score -245551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -245558.515625 Penalty: 2509.726318
	Iteration 16Q: 3 clusters Score -245558.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -245564.593750 Penalty: 2509.726318
	Iteration 17Q: 3 clusters Score -245564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -245573.968750 Penalty: 2509.726318
	Iteration 18Q: 3 clusters Score -245574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -245585.500000 Penalty: 2509.726318
	Iteration 19Q: 3 clusters Score -245585.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -245594.203125 Penalty: 2509.726318
	Iteration 20F: 3 clusters Score -245594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -245602.000000 Penalty: 2509.726318
	Iteration 21Q: 3 clusters Score -245602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -245608.359375 Penalty: 2509.726318
	Iteration 22Q: 3 clusters Score -245608.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245615.046875 Penalty: 2509.726318
	Iteration 23Q: 3 clusters Score -245615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -245621.031250 Penalty: 2509.726318
	Iteration 24Q: 3 clusters Score -245621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -245624.765625 Penalty: 2509.726318
	Iteration 25Q: 3 clusters Score -245624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -245626.968750 Penalty: 2509.726318
	Iteration 26Q: 3 clusters Score -245627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -245630.234375 Penalty: 2509.726318
	Iteration 27Q: 3 clusters Score -245630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -245633.031250 Penalty: 2509.726318
	Iteration 28Q: 3 clusters Score -245633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -245635.250000 Penalty: 2509.726318
	Iteration 29Q: 3 clusters Score -245635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -245636.578125 Penalty: 2509.726318
	Iteration 30Q: 3 clusters Score -245636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245637.984375 Penalty: 2509.726318
	Iteration 31Q: 3 clusters Score -245638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -245641.359375 Penalty: 2509.726318
	Iteration 32Q: 3 clusters Score -245641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245645.328125 Penalty: 2509.726318
	Iteration 33Q: 3 clusters Score -245645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245649.578125 Penalty: 2509.726318
	Iteration 34Q: 3 clusters Score -245649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -245651.875000 Penalty: 2509.726318
	Iteration 35Q: 3 clusters Score -245651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -245652.859375 Penalty: 2509.726318
	Iteration 36Q: 3 clusters Score -245652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245653.015625 Penalty: 2509.726318
	Iteration 37Q: 3 clusters Score -245653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245653.015625 Penalty: 2509.726318
	Iteration 38F: 3 clusters Score -245653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Entering Unmasked Estep 
Score: -5045383.500000 Penalty: 1744.084106
	Iteration 0F: 2 clusters Score -5045384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5014811.500000 Penalty: 3488.168213
	Iteration 0F: 3 clusters Score -5014812 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -5026746.500000 Penalty: 3488.168213
	Iteration 1F: 3 clusters Score -5026746 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -5027136.000000 Penalty: 3488.168213
	Iteration 2Q: 3 clusters Score -5027136 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5027567.500000 Penalty: 3488.168213
	Iteration 3Q: 3 clusters Score -5027568 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -5028034.000000 Penalty: 3488.168213
	Iteration 4Q: 3 clusters Score -5028034 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5028583.500000 Penalty: 3488.168213
	Iteration 5Q: 3 clusters Score -5028584 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5029243.500000 Penalty: 3488.168213
	Iteration 6Q: 3 clusters Score -5029244 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5030276.000000 Penalty: 3488.168213
	Iteration 7Q: 3 clusters Score -5030276 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5031778.000000 Penalty: 3488.168213
	Iteration 8Q: 3 clusters Score -5031778 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -5033670.000000 Penalty: 3488.168213
	Iteration 9F: 3 clusters Score -5033670 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5035800.500000 Penalty: 3488.168213
	Iteration 10F: 3 clusters Score -5035800 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5037338.500000 Penalty: 3488.168213
	Iteration 11F: 3 clusters Score -5037338 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -5038126.000000 Penalty: 3488.168213
	Iteration 12Q: 3 clusters Score -5038126 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5038471.000000 Penalty: 3488.168213
	Iteration 13Q: 3 clusters Score -5038471 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -5038684.500000 Penalty: 3488.168213
	Iteration 14Q: 3 clusters Score -5038684 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -5038853.000000 Penalty: 3488.168213
	Iteration 15Q: 3 clusters Score -5038853 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5039011.500000 Penalty: 3488.168213
	Iteration 16Q: 3 clusters Score -5039012 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5039197.000000 Penalty: 3488.168213
	Iteration 17Q: 3 clusters Score -5039197 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -5039376.500000 Penalty: 3488.168213
	Iteration 18Q: 3 clusters Score -5039376 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -5039547.000000 Penalty: 3488.168213
	Iteration 19Q: 3 clusters Score -5039547 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -5039734.000000 Penalty: 3488.168213
	Iteration 20F: 3 clusters Score -5039734 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5039932.000000 Penalty: 3488.168213
	Iteration 21Q: 3 clusters Score -5039932 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -5040153.000000 Penalty: 3488.168213
	Iteration 22Q: 3 clusters Score -5040153 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -5040411.500000 Penalty: 3488.168213
	Iteration 23Q: 3 clusters Score -5040412 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5040656.500000 Penalty: 3488.168213
	Iteration 24Q: 3 clusters Score -5040656 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5040938.000000 Penalty: 3488.168213
	Iteration 25Q: 3 clusters Score -5040938 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5041209.000000 Penalty: 3488.168213
	Iteration 26Q: 3 clusters Score -5041209 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5041527.000000 Penalty: 3488.168213
	Iteration 27Q: 3 clusters Score -5041527 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5041879.500000 Penalty: 3488.168213
	Iteration 28Q: 3 clusters Score -5041880 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5042180.500000 Penalty: 3488.168213
	Iteration 29Q: 3 clusters Score -5042180 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5042458.500000 Penalty: 3488.168213
	Iteration 30Q: 3 clusters Score -5042458 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5042736.000000 Penalty: 3488.168213
	Iteration 31Q: 3 clusters Score -5042736 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5042977.000000 Penalty: 3488.168213
	Iteration 32Q: 3 clusters Score -5042977 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5043173.000000 Penalty: 3488.168213
	Iteration 33Q: 3 clusters Score -5043173 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5043346.500000 Penalty: 3488.168213
	Iteration 34Q: 3 clusters Score -5043346 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5043485.000000 Penalty: 3488.168213
	Iteration 35Q: 3 clusters Score -5043485 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5043562.000000 Penalty: 3488.168213
	Iteration 36Q: 3 clusters Score -5043562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5043657.000000 Penalty: 3488.168213
	Iteration 37Q: 3 clusters Score -5043657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5043701.000000 Penalty: 3488.168213
	Iteration 38Q: 3 clusters Score -5043701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5043745.000000 Penalty: 3488.168213
	Iteration 39Q: 3 clusters Score -5043745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5043772.000000 Penalty: 3488.168213
	Iteration 40F: 3 clusters Score -5043772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5043785.500000 Penalty: 3488.168213
	Iteration 41Q: 3 clusters Score -5043786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5043793.000000 Penalty: 3488.168213
	Iteration 42Q: 3 clusters Score -5043793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5043803.000000 Penalty: 3488.168213
	Iteration 43Q: 3 clusters Score -5043803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5043812.500000 Penalty: 3488.168213
	Iteration 44Q: 3 clusters Score -5043812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5043816.500000 Penalty: 3488.168213
	Iteration 45Q: 3 clusters Score -5043816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5043832.500000 Penalty: 3488.168213
	Iteration 46Q: 3 clusters Score -5043832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5043828.000000 Penalty: 3488.168213
	Iteration 47Q: 3 clusters Score -5043828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5043830.500000 Penalty: 3488.168213
	Iteration 48Q: 3 clusters Score -5043830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5043832.500000 Penalty: 3488.168213
	Iteration 49Q: 3 clusters Score -5043832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5043830.000000 Penalty: 3488.168213
	Iteration 50Q: 3 clusters Score -5043830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5043830.500000 Penalty: 3488.168213
	Iteration 51Q: 3 clusters Score -5043830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5043833.000000 Penalty: 3488.168213
	Iteration 52Q: 3 clusters Score -5043833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5043834.500000 Penalty: 3488.168213
	Iteration 53Q: 3 clusters Score -5043834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5043832.500000 Penalty: 3488.168213
	Iteration 54Q: 3 clusters Score -5043832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5043832.500000 Penalty: 3488.168213
	Iteration 55Q: 3 clusters Score -5043832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5043837.500000 Penalty: 3488.168213
	Iteration 56Q: 3 clusters Score -5043838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5043837.500000 Penalty: 3488.168213
	Iteration 57F: 3 clusters Score -5043838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -43398.507812 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -43398.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42403.519531 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -42403.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42612.289062 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -42612.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42682.285156 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -42682.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42713.011719 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -42713.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42727.324219 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -42727.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42733.187500 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -42733.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42733.187500 Penalty: 2011.185791
	Iteration 6F: 3 clusters Score -42733.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -358349.968750 Penalty: 1316.719482
	Iteration 0F: 2 clusters Score -358350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -355434.531250 Penalty: 2633.438965
	Iteration 0F: 3 clusters Score -355434.5 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -356193.656250 Penalty: 2633.438965
	Iteration 1F: 3 clusters Score -356193.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -356404.593750 Penalty: 2633.438965
	Iteration 2F: 3 clusters Score -356404.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -356578.437500 Penalty: 2633.438965
	Iteration 3F: 3 clusters Score -356578.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -356709.531250 Penalty: 2633.438965
	Iteration 4F: 3 clusters Score -356709.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -356838.125000 Penalty: 2633.438965
	Iteration 5F: 3 clusters Score -356838.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -356931.312500 Penalty: 2633.438965
	Iteration 6Q: 3 clusters Score -356931.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -357014.937500 Penalty: 2633.438965
	Iteration 7Q: 3 clusters Score -357014.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -357097.906250 Penalty: 2633.438965
	Iteration 8Q: 3 clusters Score -357097.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -357171.218750 Penalty: 2633.438965
	Iteration 9Q: 3 clusters Score -357171.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -357251.125000 Penalty: 2633.438965
	Iteration 10Q: 3 clusters Score -357251.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -357349.343750 Penalty: 2633.438965
	Iteration 11Q: 3 clusters Score -357349.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -357438.156250 Penalty: 2633.438965
	Iteration 12Q: 3 clusters Score -357438.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -357505.718750 Penalty: 2633.438965
	Iteration 13Q: 3 clusters Score -357505.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -357559.125000 Penalty: 2633.438965
	Iteration 14Q: 3 clusters Score -357559.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -357631.093750 Penalty: 2633.438965
	Iteration 15Q: 3 clusters Score -357631.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -357704.781250 Penalty: 2633.438965
	Iteration 16Q: 3 clusters Score -357704.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -357756.562500 Penalty: 2633.438965
	Iteration 17Q: 3 clusters Score -357756.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -357806.562500 Penalty: 2633.438965
	Iteration 18Q: 3 clusters Score -357806.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -357844.468750 Penalty: 2633.438965
	Iteration 19Q: 3 clusters Score -357844.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -357876.656250 Penalty: 2633.438965
	Iteration 20F: 3 clusters Score -357876.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -357904.781250 Penalty: 2633.438965
	Iteration 21Q: 3 clusters Score -357904.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -357935.625000 Penalty: 2633.438965
	Iteration 22Q: 3 clusters Score -357935.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -357963.000000 Penalty: 2633.438965
	Iteration 23Q: 3 clusters Score -357963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -357979.312500 Penalty: 2633.438965
	Iteration 24Q: 3 clusters Score -357979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -357989.187500 Penalty: 2633.438965
	Iteration 25Q: 3 clusters Score -357989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -357997.593750 Penalty: 2633.438965
	Iteration 26Q: 3 clusters Score -357997.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -358006.562500 Penalty: 2633.438965
	Iteration 27Q: 3 clusters Score -358006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -358010.062500 Penalty: 2633.438965
	Iteration 28Q: 3 clusters Score -358010.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -358012.156250 Penalty: 2633.438965
	Iteration 29Q: 3 clusters Score -358012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -358015.031250 Penalty: 2633.438965
	Iteration 30Q: 3 clusters Score -358015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -358018.437500 Penalty: 2633.438965
	Iteration 31Q: 3 clusters Score -358018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -358020.437500 Penalty: 2633.438965
	Iteration 32Q: 3 clusters Score -358020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -358023.562500 Penalty: 2633.438965
	Iteration 33Q: 3 clusters Score -358023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -358024.906250 Penalty: 2633.438965
	Iteration 34Q: 3 clusters Score -358024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -358027.468750 Penalty: 2633.438965
	Iteration 35Q: 3 clusters Score -358027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -358028.125000 Penalty: 2633.438965
	Iteration 36Q: 3 clusters Score -358028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -358029.937500 Penalty: 2633.438965
	Iteration 37Q: 3 clusters Score -358029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -358030.968750 Penalty: 2633.438965
	Iteration 38Q: 3 clusters Score -358031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -358030.968750 Penalty: 2633.438965
	Iteration 39Q: 3 clusters Score -358031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -358032.093750 Penalty: 2633.438965
	Iteration 40F: 3 clusters Score -358032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -358032.656250 Penalty: 2633.438965
	Iteration 41Q: 3 clusters Score -358032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -358032.656250 Penalty: 2633.438965
	Iteration 42F: 3 clusters Score -358032.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Entering Unmasked Estep 
Score: -13576554.000000 Penalty: 1905.850464
	Iteration 0F: 2 clusters Score -1.357655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -13493620.000000 Penalty: 3811.700928
	Iteration 0F: 3 clusters Score -1.349362e+07 nChanged 59540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -13528502.000000 Penalty: 3811.700928
	Iteration 1F: 3 clusters Score -1.35285e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -13529577.000000 Penalty: 3811.700928
	Iteration 2Q: 3 clusters Score -1.352958e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -13531518.000000 Penalty: 3811.700928
	Iteration 3Q: 3 clusters Score -1.353152e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -13535464.000000 Penalty: 3811.700928
	Iteration 4F: 3 clusters Score -1.353546e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -13543022.000000 Penalty: 3811.700928
	Iteration 5F: 3 clusters Score -1.354302e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -13554429.000000 Penalty: 3811.700928
	Iteration 6F: 3 clusters Score -1.355443e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -13566257.000000 Penalty: 3811.700928
	Iteration 7F: 3 clusters Score -1.356626e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -13572489.000000 Penalty: 3811.700928
	Iteration 8Q: 3 clusters Score -1.357249e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -13574306.000000 Penalty: 3811.700928
	Iteration 9Q: 3 clusters Score -1.357431e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 123766 members 
Entering Unmasked Estep 
Score: -13574708.000000 Penalty: 3811.700928
	Iteration 10Q: 3 clusters Score -1.357471e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -13574831.000000 Penalty: 3811.700928
	Iteration 11Q: 3 clusters Score -1.357483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -13574884.000000 Penalty: 3811.700928
	Iteration 12Q: 3 clusters Score -1.357488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123870 members 
Entering Unmasked Estep 
Score: -13574890.000000 Penalty: 3811.700928
	Iteration 13Q: 3 clusters Score -1.357489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -13574912.000000 Penalty: 3811.700928
	Iteration 14Q: 3 clusters Score -1.357491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -13574915.000000 Penalty: 3811.700928
	Iteration 15Q: 3 clusters Score -1.357492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123880 members 
Entering Unmasked Estep 
Score: -13574913.000000 Penalty: 3811.700928
	Iteration 16Q: 3 clusters Score -1.357491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123880 members 
Entering Unmasked Estep 
Score: -13574913.000000 Penalty: 3811.700928
	Iteration 17F: 3 clusters Score -1.357491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -286559.968750 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -286560 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 1300 members 
Entering Unmasked Estep 
Score: -284095.593750 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -284095.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284716.312500 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -284716.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -284925.375000 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -284925.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -285079.875000 Penalty: 2560.277344
	Iteration 3F: 3 clusters Score -285079.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -285234.843750 Penalty: 2560.277344
	Iteration 4F: 3 clusters Score -285234.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -285362.906250 Penalty: 2560.277344
	Iteration 5F: 3 clusters Score -285362.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -285449.625000 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -285449.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -285509.906250 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -285509.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -285560.156250 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -285560.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -285586.781250 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -285586.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -285603.843750 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -285603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -285612.812500 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -285612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -285617.906250 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -285617.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -285624.187500 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -285624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -285626.937500 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -285626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -285626.937500 Penalty: 2560.277344
	Iteration 15F: 3 clusters Score -285626.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Entering Unmasked Estep 
Score: -17750046.000000 Penalty: 1951.699585
	Iteration 0F: 2 clusters Score -1.775005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -17643408.000000 Penalty: 3903.399170
	Iteration 0F: 3 clusters Score -1.764341e+07 nChanged 79481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -17690622.000000 Penalty: 3903.399170
	Iteration 1F: 3 clusters Score -1.769062e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -17692494.000000 Penalty: 3903.399170
	Iteration 2Q: 3 clusters Score -1.769249e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -17695988.000000 Penalty: 3903.399170
	Iteration 3Q: 3 clusters Score -1.769599e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -17702282.000000 Penalty: 3903.399170
	Iteration 4F: 3 clusters Score -1.770228e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -17712134.000000 Penalty: 3903.399170
	Iteration 5F: 3 clusters Score -1.771213e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 122241 members 
Entering Unmasked Estep 
Score: -17724258.000000 Penalty: 3903.399170
	Iteration 6F: 3 clusters Score -1.772426e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 129391 members 
Entering Unmasked Estep 
Score: -17734038.000000 Penalty: 3903.399170
	Iteration 7F: 3 clusters Score -1.773404e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 133566 members 
Entering Unmasked Estep 
Score: -17739678.000000 Penalty: 3903.399170
	Iteration 8Q: 3 clusters Score -1.773968e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -17742394.000000 Penalty: 3903.399170
	Iteration 9Q: 3 clusters Score -1.774239e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 138885 members 
Entering Unmasked Estep 
Score: -17744396.000000 Penalty: 3903.399170
	Iteration 10Q: 3 clusters Score -1.77444e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -17746066.000000 Penalty: 3903.399170
	Iteration 11Q: 3 clusters Score -1.774607e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 143130 members 
Entering Unmasked Estep 
Score: -17747532.000000 Penalty: 3903.399170
	Iteration 12Q: 3 clusters Score -1.774753e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -17748798.000000 Penalty: 3903.399170
	Iteration 13Q: 3 clusters Score -1.77488e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -17749506.000000 Penalty: 3903.399170
	Iteration 14Q: 3 clusters Score -1.774951e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -17749976.000000 Penalty: 3903.399170
	Iteration 15Q: 3 clusters Score -1.774998e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -17750292.000000 Penalty: 3903.399170
	Iteration 16Q: 3 clusters Score -1.775029e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 150240 members 
Entering Unmasked Estep 
Score: -17750532.000000 Penalty: 3903.399170
	Iteration 17Q: 3 clusters Score -1.775053e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -17750598.000000 Penalty: 3903.399170
	Iteration 18Q: 3 clusters Score -1.77506e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -17750498.000000 Penalty: 3903.399170
	Iteration 19Q: 3 clusters Score -1.77505e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 152855 members 
Entering Unmasked Estep 
Score: -17750500.000000 Penalty: 3903.399170
	Iteration 20F: 3 clusters Score -1.77505e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -17750482.000000 Penalty: 3903.399170
	Iteration 21Q: 3 clusters Score -1.775048e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -17750604.000000 Penalty: 3903.399170
	Iteration 22Q: 3 clusters Score -1.77506e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -17750604.000000 Penalty: 3903.399170
	Iteration 23Q: 3 clusters Score -1.77506e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 155429 members 
Entering Unmasked Estep 
Score: -17750588.000000 Penalty: 3903.399170
	Iteration 24Q: 3 clusters Score -1.775059e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -17750562.000000 Penalty: 3903.399170
	Iteration 25Q: 3 clusters Score -1.775056e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 156317 members 
Entering Unmasked Estep 
Score: -17750522.000000 Penalty: 3903.399170
	Iteration 26Q: 3 clusters Score -1.775052e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -17750492.000000 Penalty: 3903.399170
	Iteration 27Q: 3 clusters Score -1.775049e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 157072 members 
Entering Unmasked Estep 
Score: -17750438.000000 Penalty: 3903.399170
	Iteration 28Q: 3 clusters Score -1.775044e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 157394 members 
Entering Unmasked Estep 
Score: -17750414.000000 Penalty: 3903.399170
	Iteration 29Q: 3 clusters Score -1.775041e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -17750350.000000 Penalty: 3903.399170
	Iteration 30Q: 3 clusters Score -1.775035e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -17750332.000000 Penalty: 3903.399170
	Iteration 31Q: 3 clusters Score -1.775033e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -17750312.000000 Penalty: 3903.399170
	Iteration 32Q: 3 clusters Score -1.775031e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -17750234.000000 Penalty: 3903.399170
	Iteration 33Q: 3 clusters Score -1.775023e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -17750198.000000 Penalty: 3903.399170
	Iteration 34Q: 3 clusters Score -1.77502e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -17750178.000000 Penalty: 3903.399170
	Iteration 35Q: 3 clusters Score -1.775018e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -17750154.000000 Penalty: 3903.399170
	Iteration 36Q: 3 clusters Score -1.775015e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -17750124.000000 Penalty: 3903.399170
	Iteration 37Q: 3 clusters Score -1.775012e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -17750120.000000 Penalty: 3903.399170
	Iteration 38Q: 3 clusters Score -1.775012e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -17750124.000000 Penalty: 3903.399170
	Iteration 39Q: 3 clusters Score -1.775012e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -17750132.000000 Penalty: 3903.399170
	Iteration 40F: 3 clusters Score -1.775013e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 159791 members 
Entering Unmasked Estep 
Score: -17750098.000000 Penalty: 3903.399170
	Iteration 41Q: 3 clusters Score -1.77501e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -17750080.000000 Penalty: 3903.399170
	Iteration 42Q: 3 clusters Score -1.775008e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 160005 members 
Entering Unmasked Estep 
Score: -17750040.000000 Penalty: 3903.399170
	Iteration 43Q: 3 clusters Score -1.775004e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -17749986.000000 Penalty: 3903.399170
	Iteration 44Q: 3 clusters Score -1.774999e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -17749968.000000 Penalty: 3903.399170
	Iteration 45Q: 3 clusters Score -1.774997e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -17749922.000000 Penalty: 3903.399170
	Iteration 46Q: 3 clusters Score -1.774992e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -17749864.000000 Penalty: 3903.399170
	Iteration 47Q: 3 clusters Score -1.774986e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 160465 members 
Entering Unmasked Estep 
Score: -17749862.000000 Penalty: 3903.399170
	Iteration 48Q: 3 clusters Score -1.774986e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -17749826.000000 Penalty: 3903.399170
	Iteration 49Q: 3 clusters Score -1.774983e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -17749784.000000 Penalty: 3903.399170
	Iteration 50Q: 3 clusters Score -1.774978e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -17749748.000000 Penalty: 3903.399170
	Iteration 51Q: 3 clusters Score -1.774975e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 160752 members 
Entering Unmasked Estep 
Score: -17749754.000000 Penalty: 3903.399170
	Iteration 52Q: 3 clusters Score -1.774975e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 160826 members 
Entering Unmasked Estep 
Score: -17749738.000000 Penalty: 3903.399170
	Iteration 53Q: 3 clusters Score -1.774974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 160899 members 
Entering Unmasked Estep 
Score: -17749722.000000 Penalty: 3903.399170
	Iteration 54Q: 3 clusters Score -1.774972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -17749676.000000 Penalty: 3903.399170
	Iteration 55Q: 3 clusters Score -1.774968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -17749664.000000 Penalty: 3903.399170
	Iteration 56Q: 3 clusters Score -1.774966e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 161075 members 
Entering Unmasked Estep 
Score: -17749662.000000 Penalty: 3903.399170
	Iteration 57Q: 3 clusters Score -1.774966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 161134 members 
Entering Unmasked Estep 
Score: -17749656.000000 Penalty: 3903.399170
	Iteration 58Q: 3 clusters Score -1.774966e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -17749632.000000 Penalty: 3903.399170
	Iteration 59Q: 3 clusters Score -1.774963e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -17749606.000000 Penalty: 3903.399170
	Iteration 60F: 3 clusters Score -1.774961e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -17749606.000000 Penalty: 3903.399170
	Iteration 61Q: 3 clusters Score -1.774961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -17749620.000000 Penalty: 3903.399170
	Iteration 62Q: 3 clusters Score -1.774962e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -17749618.000000 Penalty: 3903.399170
	Iteration 63Q: 3 clusters Score -1.774962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -17749590.000000 Penalty: 3903.399170
	Iteration 64Q: 3 clusters Score -1.774959e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -17749572.000000 Penalty: 3903.399170
	Iteration 65Q: 3 clusters Score -1.774957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 161459 members 
Entering Unmasked Estep 
Score: -17749568.000000 Penalty: 3903.399170
	Iteration 66Q: 3 clusters Score -1.774957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -17749550.000000 Penalty: 3903.399170
	Iteration 67Q: 3 clusters Score -1.774955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -17749514.000000 Penalty: 3903.399170
	Iteration 68Q: 3 clusters Score -1.774951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 161533 members 
Entering Unmasked Estep 
Score: -17749512.000000 Penalty: 3903.399170
	Iteration 69Q: 3 clusters Score -1.774951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -17749500.000000 Penalty: 3903.399170
	Iteration 70Q: 3 clusters Score -1.77495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -17749504.000000 Penalty: 3903.399170
	Iteration 71Q: 3 clusters Score -1.77495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -17749494.000000 Penalty: 3903.399170
	Iteration 72Q: 3 clusters Score -1.774949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 161604 members 
Entering Unmasked Estep 
Score: -17749502.000000 Penalty: 3903.399170
	Iteration 73Q: 3 clusters Score -1.77495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -17749492.000000 Penalty: 3903.399170
	Iteration 74Q: 3 clusters Score -1.774949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 161633 members 
Entering Unmasked Estep 
Score: -17749496.000000 Penalty: 3903.399170
	Iteration 75Q: 3 clusters Score -1.77495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 161655 members 
Entering Unmasked Estep 
Score: -17749486.000000 Penalty: 3903.399170
	Iteration 76Q: 3 clusters Score -1.774949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 161671 members 
Entering Unmasked Estep 
Score: -17749482.000000 Penalty: 3903.399170
	Iteration 77Q: 3 clusters Score -1.774948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -17749478.000000 Penalty: 3903.399170
	Iteration 78Q: 3 clusters Score -1.774948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -17749498.000000 Penalty: 3903.399170
	Iteration 79Q: 3 clusters Score -1.77495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -17749490.000000 Penalty: 3903.399170
	Iteration 80F: 3 clusters Score -1.774949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -17749486.000000 Penalty: 3903.399170
	Iteration 81Q: 3 clusters Score -1.774949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -17749456.000000 Penalty: 3903.399170
	Iteration 82Q: 3 clusters Score -1.774946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -17749452.000000 Penalty: 3903.399170
	Iteration 83Q: 3 clusters Score -1.774945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -17749458.000000 Penalty: 3903.399170
	Iteration 84Q: 3 clusters Score -1.774946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -17749470.000000 Penalty: 3903.399170
	Iteration 85Q: 3 clusters Score -1.774947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -17749478.000000 Penalty: 3903.399170
	Iteration 86Q: 3 clusters Score -1.774948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -17749474.000000 Penalty: 3903.399170
	Iteration 87Q: 3 clusters Score -1.774947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -17749450.000000 Penalty: 3903.399170
	Iteration 88Q: 3 clusters Score -1.774945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 161776 members 
Entering Unmasked Estep 
Score: -17749458.000000 Penalty: 3903.399170
	Iteration 89Q: 3 clusters Score -1.774946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -17749458.000000 Penalty: 3903.399170
	Iteration 90Q: 3 clusters Score -1.774946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 161793 members 
Entering Unmasked Estep 
Score: -17749440.000000 Penalty: 3903.399170
	Iteration 91Q: 3 clusters Score -1.774944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -17749430.000000 Penalty: 3903.399170
	Iteration 92Q: 3 clusters Score -1.774943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 161809 members 
Entering Unmasked Estep 
Score: -17749436.000000 Penalty: 3903.399170
	Iteration 93Q: 3 clusters Score -1.774944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 161818 members 
Entering Unmasked Estep 
Score: -17749446.000000 Penalty: 3903.399170
	Iteration 94Q: 3 clusters Score -1.774945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -17749446.000000 Penalty: 3903.399170
	Iteration 95Q: 3 clusters Score -1.774945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -17749442.000000 Penalty: 3903.399170
	Iteration 96Q: 3 clusters Score -1.774944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -17749430.000000 Penalty: 3903.399170
	Iteration 97Q: 3 clusters Score -1.774943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -17749434.000000 Penalty: 3903.399170
	Iteration 98Q: 3 clusters Score -1.774943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -17749422.000000 Penalty: 3903.399170
	Iteration 99Q: 3 clusters Score -1.774942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -17749422.000000 Penalty: 3903.399170
	Iteration 100F: 3 clusters Score -1.774942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (140003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Entering Unmasked Estep 
Score: -15245558.000000 Penalty: 1925.530640
	Iteration 0F: 2 clusters Score -1.524556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -15151965.000000 Penalty: 3851.061279
	Iteration 0F: 3 clusters Score -1.515196e+07 nChanged 67359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -15191968.000000 Penalty: 3851.061279
	Iteration 1F: 3 clusters Score -1.519197e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -15193738.000000 Penalty: 3851.061279
	Iteration 2Q: 3 clusters Score -1.519374e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -15196082.000000 Penalty: 3851.061279
	Iteration 3Q: 3 clusters Score -1.519608e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -15199812.000000 Penalty: 3851.061279
	Iteration 4F: 3 clusters Score -1.519981e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -15205748.000000 Penalty: 3851.061279
	Iteration 5F: 3 clusters Score -1.520575e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -15214348.000000 Penalty: 3851.061279
	Iteration 6F: 3 clusters Score -1.521435e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -15223966.000000 Penalty: 3851.061279
	Iteration 7F: 3 clusters Score -1.522397e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -15231439.000000 Penalty: 3851.061279
	Iteration 8F: 3 clusters Score -1.523144e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 123095 members 
Entering Unmasked Estep 
Score: -15236032.000000 Penalty: 3851.061279
	Iteration 9Q: 3 clusters Score -1.523603e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -15238411.000000 Penalty: 3851.061279
	Iteration 10Q: 3 clusters Score -1.523841e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -15239995.000000 Penalty: 3851.061279
	Iteration 11Q: 3 clusters Score -1.524e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 130940 members 
Entering Unmasked Estep 
Score: -15241157.000000 Penalty: 3851.061279
	Iteration 12Q: 3 clusters Score -1.524116e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -15242127.000000 Penalty: 3851.061279
	Iteration 13Q: 3 clusters Score -1.524213e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 134034 members 
Entering Unmasked Estep 
Score: -15242851.000000 Penalty: 3851.061279
	Iteration 14Q: 3 clusters Score -1.524285e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 135204 members 
Entering Unmasked Estep 
Score: -15243504.000000 Penalty: 3851.061279
	Iteration 15Q: 3 clusters Score -1.52435e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -15244061.000000 Penalty: 3851.061279
	Iteration 16Q: 3 clusters Score -1.524406e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -15244481.000000 Penalty: 3851.061279
	Iteration 17Q: 3 clusters Score -1.524448e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -15244777.000000 Penalty: 3851.061279
	Iteration 18Q: 3 clusters Score -1.524478e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -15245022.000000 Penalty: 3851.061279
	Iteration 19Q: 3 clusters Score -1.524502e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 138107 members 
Entering Unmasked Estep 
Score: -15245162.000000 Penalty: 3851.061279
	Iteration 20F: 3 clusters Score -1.524516e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 138305 members 
Entering Unmasked Estep 
Score: -15245296.000000 Penalty: 3851.061279
	Iteration 21Q: 3 clusters Score -1.52453e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -15245352.000000 Penalty: 3851.061279
	Iteration 22Q: 3 clusters Score -1.524535e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 138512 members 
Entering Unmasked Estep 
Score: -15245403.000000 Penalty: 3851.061279
	Iteration 23Q: 3 clusters Score -1.52454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 138569 members 
Entering Unmasked Estep 
Score: -15245419.000000 Penalty: 3851.061279
	Iteration 24Q: 3 clusters Score -1.524542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -15245429.000000 Penalty: 3851.061279
	Iteration 25Q: 3 clusters Score -1.524543e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -15245464.000000 Penalty: 3851.061279
	Iteration 26Q: 3 clusters Score -1.524546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 138661 members 
Entering Unmasked Estep 
Score: -15245473.000000 Penalty: 3851.061279
	Iteration 27Q: 3 clusters Score -1.524547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -15245492.000000 Penalty: 3851.061279
	Iteration 28Q: 3 clusters Score -1.524549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -15245492.000000 Penalty: 3851.061279
	Iteration 29Q: 3 clusters Score -1.524549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138680 members 
Entering Unmasked Estep 
Score: -15245492.000000 Penalty: 3851.061279
	Iteration 30Q: 3 clusters Score -1.524549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 138682 members 
Entering Unmasked Estep 
Score: -15245492.000000 Penalty: 3851.061279
	Iteration 31Q: 3 clusters Score -1.524549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -15245498.000000 Penalty: 3851.061279
	Iteration 32Q: 3 clusters Score -1.52455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -15245498.000000 Penalty: 3851.061279
	Iteration 33F: 3 clusters Score -1.52455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Entering Unmasked Estep 
Score: -2022265.875000 Penalty: 1594.970459
	Iteration 0F: 2 clusters Score -2022266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2009727.500000 Penalty: 3189.940918
	Iteration 0F: 3 clusters Score -2009728 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2014178.875000 Penalty: 3189.940918
	Iteration 1F: 3 clusters Score -2014179 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2014435.000000 Penalty: 3189.940918
	Iteration 2Q: 3 clusters Score -2014435 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2014643.750000 Penalty: 3189.940918
	Iteration 3Q: 3 clusters Score -2014644 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2014815.500000 Penalty: 3189.940918
	Iteration 4Q: 3 clusters Score -2014816 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2014958.875000 Penalty: 3189.940918
	Iteration 5Q: 3 clusters Score -2014959 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2015116.625000 Penalty: 3189.940918
	Iteration 6Q: 3 clusters Score -2015117 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2015282.625000 Penalty: 3189.940918
	Iteration 7Q: 3 clusters Score -2015283 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2015486.125000 Penalty: 3189.940918
	Iteration 8Q: 3 clusters Score -2015486 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2015747.375000 Penalty: 3189.940918
	Iteration 9Q: 3 clusters Score -2015747 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2016062.375000 Penalty: 3189.940918
	Iteration 10Q: 3 clusters Score -2016062 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2016498.000000 Penalty: 3189.940918
	Iteration 11Q: 3 clusters Score -2016498 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2017101.000000 Penalty: 3189.940918
	Iteration 12Q: 3 clusters Score -2017101 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2017861.875000 Penalty: 3189.940918
	Iteration 13F: 3 clusters Score -2017862 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2018518.500000 Penalty: 3189.940918
	Iteration 14F: 3 clusters Score -2018518 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2018924.625000 Penalty: 3189.940918
	Iteration 15Q: 3 clusters Score -2018925 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2019165.000000 Penalty: 3189.940918
	Iteration 16Q: 3 clusters Score -2019165 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2019336.625000 Penalty: 3189.940918
	Iteration 17Q: 3 clusters Score -2019337 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2019503.625000 Penalty: 3189.940918
	Iteration 18Q: 3 clusters Score -2019504 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2019647.125000 Penalty: 3189.940918
	Iteration 19Q: 3 clusters Score -2019647 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2019743.500000 Penalty: 3189.940918
	Iteration 20F: 3 clusters Score -2019744 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2019829.875000 Penalty: 3189.940918
	Iteration 21Q: 3 clusters Score -2019830 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2019903.750000 Penalty: 3189.940918
	Iteration 22Q: 3 clusters Score -2019904 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2019966.375000 Penalty: 3189.940918
	Iteration 23Q: 3 clusters Score -2019966 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2020022.375000 Penalty: 3189.940918
	Iteration 24Q: 3 clusters Score -2020022 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2020055.750000 Penalty: 3189.940918
	Iteration 25Q: 3 clusters Score -2020056 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2020071.625000 Penalty: 3189.940918
	Iteration 26Q: 3 clusters Score -2020072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2020090.375000 Penalty: 3189.940918
	Iteration 27Q: 3 clusters Score -2020090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2020119.750000 Penalty: 3189.940918
	Iteration 28Q: 3 clusters Score -2020120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2020142.000000 Penalty: 3189.940918
	Iteration 29Q: 3 clusters Score -2020142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2020151.750000 Penalty: 3189.940918
	Iteration 30Q: 3 clusters Score -2020152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2020160.625000 Penalty: 3189.940918
	Iteration 31Q: 3 clusters Score -2020161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2020181.750000 Penalty: 3189.940918
	Iteration 32Q: 3 clusters Score -2020182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2020193.750000 Penalty: 3189.940918
	Iteration 33Q: 3 clusters Score -2020194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2020204.250000 Penalty: 3189.940918
	Iteration 34Q: 3 clusters Score -2020204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2020217.750000 Penalty: 3189.940918
	Iteration 35Q: 3 clusters Score -2020218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2020235.500000 Penalty: 3189.940918
	Iteration 36Q: 3 clusters Score -2020236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2020245.250000 Penalty: 3189.940918
	Iteration 37Q: 3 clusters Score -2020245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2020256.125000 Penalty: 3189.940918
	Iteration 38Q: 3 clusters Score -2020256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2020272.125000 Penalty: 3189.940918
	Iteration 39Q: 3 clusters Score -2020272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2020280.625000 Penalty: 3189.940918
	Iteration 40F: 3 clusters Score -2020281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2020295.875000 Penalty: 3189.940918
	Iteration 41Q: 3 clusters Score -2020296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2020308.875000 Penalty: 3189.940918
	Iteration 42Q: 3 clusters Score -2020309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2020328.500000 Penalty: 3189.940918
	Iteration 43Q: 3 clusters Score -2020328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2020343.625000 Penalty: 3189.940918
	Iteration 44Q: 3 clusters Score -2020344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2020363.500000 Penalty: 3189.940918
	Iteration 45Q: 3 clusters Score -2020364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2020389.500000 Penalty: 3189.940918
	Iteration 46Q: 3 clusters Score -2020390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2020418.000000 Penalty: 3189.940918
	Iteration 47Q: 3 clusters Score -2020418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2020436.375000 Penalty: 3189.940918
	Iteration 48Q: 3 clusters Score -2020436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2020451.000000 Penalty: 3189.940918
	Iteration 49Q: 3 clusters Score -2020451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2020474.500000 Penalty: 3189.940918
	Iteration 50Q: 3 clusters Score -2020474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2020499.375000 Penalty: 3189.940918
	Iteration 51Q: 3 clusters Score -2020499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2020517.875000 Penalty: 3189.940918
	Iteration 52Q: 3 clusters Score -2020518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2020529.000000 Penalty: 3189.940918
	Iteration 53Q: 3 clusters Score -2020529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2020534.750000 Penalty: 3189.940918
	Iteration 54Q: 3 clusters Score -2020535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2020548.000000 Penalty: 3189.940918
	Iteration 55Q: 3 clusters Score -2020548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2020556.750000 Penalty: 3189.940918
	Iteration 56Q: 3 clusters Score -2020557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2020562.875000 Penalty: 3189.940918
	Iteration 57Q: 3 clusters Score -2020563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2020577.000000 Penalty: 3189.940918
	Iteration 58Q: 3 clusters Score -2020577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2020591.375000 Penalty: 3189.940918
	Iteration 59Q: 3 clusters Score -2020591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2020591.250000 Penalty: 3189.940918
	Iteration 60F: 3 clusters Score -2020591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2020590.125000 Penalty: 3189.940918
	Iteration 61Q: 3 clusters Score -2020590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2020587.125000 Penalty: 3189.940918
	Iteration 62Q: 3 clusters Score -2020587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2020598.250000 Penalty: 3189.940918
	Iteration 63Q: 3 clusters Score -2020598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2020601.250000 Penalty: 3189.940918
	Iteration 64Q: 3 clusters Score -2020601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2020609.500000 Penalty: 3189.940918
	Iteration 65Q: 3 clusters Score -2020610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2020621.750000 Penalty: 3189.940918
	Iteration 66Q: 3 clusters Score -2020622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2020629.750000 Penalty: 3189.940918
	Iteration 67Q: 3 clusters Score -2020630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2020627.125000 Penalty: 3189.940918
	Iteration 68Q: 3 clusters Score -2020627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2020635.500000 Penalty: 3189.940918
	Iteration 69Q: 3 clusters Score -2020636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2020642.500000 Penalty: 3189.940918
	Iteration 70Q: 3 clusters Score -2020642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2020642.625000 Penalty: 3189.940918
	Iteration 71Q: 3 clusters Score -2020643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2020641.500000 Penalty: 3189.940918
	Iteration 72Q: 3 clusters Score -2020642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2020639.125000 Penalty: 3189.940918
	Iteration 73Q: 3 clusters Score -2020639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2020645.875000 Penalty: 3189.940918
	Iteration 74Q: 3 clusters Score -2020646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2020646.625000 Penalty: 3189.940918
	Iteration 75Q: 3 clusters Score -2020647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2020646.375000 Penalty: 3189.940918
	Iteration 76Q: 3 clusters Score -2020646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2020650.625000 Penalty: 3189.940918
	Iteration 77Q: 3 clusters Score -2020651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2020650.125000 Penalty: 3189.940918
	Iteration 78Q: 3 clusters Score -2020650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2020650.500000 Penalty: 3189.940918
	Iteration 79Q: 3 clusters Score -2020650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2020649.625000 Penalty: 3189.940918
	Iteration 80F: 3 clusters Score -2020650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2020653.750000 Penalty: 3189.940918
	Iteration 81Q: 3 clusters Score -2020654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2020656.000000 Penalty: 3189.940918
	Iteration 82Q: 3 clusters Score -2020656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2020652.375000 Penalty: 3189.940918
	Iteration 83Q: 3 clusters Score -2020652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2020653.375000 Penalty: 3189.940918
	Iteration 84Q: 3 clusters Score -2020653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2020651.250000 Penalty: 3189.940918
	Iteration 85Q: 3 clusters Score -2020651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2020653.000000 Penalty: 3189.940918
	Iteration 86Q: 3 clusters Score -2020653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2020655.500000 Penalty: 3189.940918
	Iteration 87Q: 3 clusters Score -2020656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2020655.875000 Penalty: 3189.940918
	Iteration 88Q: 3 clusters Score -2020656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2020659.250000 Penalty: 3189.940918
	Iteration 89Q: 3 clusters Score -2020659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2020657.500000 Penalty: 3189.940918
	Iteration 90Q: 3 clusters Score -2020658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2020654.375000 Penalty: 3189.940918
	Iteration 91Q: 3 clusters Score -2020654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2020657.000000 Penalty: 3189.940918
	Iteration 92Q: 3 clusters Score -2020657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2020659.125000 Penalty: 3189.940918
	Iteration 93Q: 3 clusters Score -2020659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2020656.250000 Penalty: 3189.940918
	Iteration 94Q: 3 clusters Score -2020656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2020656.875000 Penalty: 3189.940918
	Iteration 95Q: 3 clusters Score -2020657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2020656.625000 Penalty: 3189.940918
	Iteration 96Q: 3 clusters Score -2020657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2020657.875000 Penalty: 3189.940918
	Iteration 97Q: 3 clusters Score -2020658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2020655.625000 Penalty: 3189.940918
	Iteration 98Q: 3 clusters Score -2020656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2020658.375000 Penalty: 3189.940918
	Iteration 99Q: 3 clusters Score -2020658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2020663.375000 Penalty: 3189.940918
	Iteration 100F: 3 clusters Score -2020663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2020661.750000 Penalty: 3189.940918
	Iteration 101Q: 3 clusters Score -2020662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2020663.500000 Penalty: 3189.940918
	Iteration 102Q: 3 clusters Score -2020664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2020668.375000 Penalty: 3189.940918
	Iteration 103Q: 3 clusters Score -2020668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2020672.000000 Penalty: 3189.940918
	Iteration 104Q: 3 clusters Score -2020672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2020676.500000 Penalty: 3189.940918
	Iteration 105Q: 3 clusters Score -2020676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2020676.750000 Penalty: 3189.940918
	Iteration 106Q: 3 clusters Score -2020677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2020675.875000 Penalty: 3189.940918
	Iteration 107Q: 3 clusters Score -2020676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2020683.500000 Penalty: 3189.940918
	Iteration 108Q: 3 clusters Score -2020684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2020681.375000 Penalty: 3189.940918
	Iteration 109Q: 3 clusters Score -2020681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2020680.250000 Penalty: 3189.940918
	Iteration 110Q: 3 clusters Score -2020680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2020685.000000 Penalty: 3189.940918
	Iteration 111Q: 3 clusters Score -2020685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2020683.375000 Penalty: 3189.940918
	Iteration 112Q: 3 clusters Score -2020683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2020683.750000 Penalty: 3189.940918
	Iteration 113Q: 3 clusters Score -2020684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2020688.750000 Penalty: 3189.940918
	Iteration 114Q: 3 clusters Score -2020689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2020691.125000 Penalty: 3189.940918
	Iteration 115Q: 3 clusters Score -2020691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2020692.250000 Penalty: 3189.940918
	Iteration 116Q: 3 clusters Score -2020692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2020693.625000 Penalty: 3189.940918
	Iteration 117Q: 3 clusters Score -2020694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2020691.750000 Penalty: 3189.940918
	Iteration 118Q: 3 clusters Score -2020692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2020689.750000 Penalty: 3189.940918
	Iteration 119Q: 3 clusters Score -2020690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2020698.375000 Penalty: 3189.940918
	Iteration 120F: 3 clusters Score -2020698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2020695.000000 Penalty: 3189.940918
	Iteration 121Q: 3 clusters Score -2020695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2020695.500000 Penalty: 3189.940918
	Iteration 122Q: 3 clusters Score -2020696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2020703.125000 Penalty: 3189.940918
	Iteration 123Q: 3 clusters Score -2020703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2020700.875000 Penalty: 3189.940918
	Iteration 124Q: 3 clusters Score -2020701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2020699.375000 Penalty: 3189.940918
	Iteration 125Q: 3 clusters Score -2020699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2020696.750000 Penalty: 3189.940918
	Iteration 126Q: 3 clusters Score -2020697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2020695.625000 Penalty: 3189.940918
	Iteration 127Q: 3 clusters Score -2020696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2020696.625000 Penalty: 3189.940918
	Iteration 128Q: 3 clusters Score -2020697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2020699.250000 Penalty: 3189.940918
	Iteration 129Q: 3 clusters Score -2020699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2020698.750000 Penalty: 3189.940918
	Iteration 130Q: 3 clusters Score -2020699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2020700.875000 Penalty: 3189.940918
	Iteration 131Q: 3 clusters Score -2020701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2020697.500000 Penalty: 3189.940918
	Iteration 132Q: 3 clusters Score -2020698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2020697.500000 Penalty: 3189.940918
	Iteration 133Q: 3 clusters Score -2020698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2020699.625000 Penalty: 3189.940918
	Iteration 134Q: 3 clusters Score -2020700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2020699.750000 Penalty: 3189.940918
	Iteration 135Q: 3 clusters Score -2020700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2020697.000000 Penalty: 3189.940918
	Iteration 136Q: 3 clusters Score -2020697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2020699.500000 Penalty: 3189.940918
	Iteration 137Q: 3 clusters Score -2020700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2020699.500000 Penalty: 3189.940918
	Iteration 138F: 3 clusters Score -2020700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Entering Unmasked Estep 
Score: -8695227.000000 Penalty: 1835.264526
	Iteration 0F: 2 clusters Score -8695227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8641388.000000 Penalty: 3670.529053
	Iteration 0F: 3 clusters Score -8641388 nChanged 38175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -8663559.000000 Penalty: 3670.529053
	Iteration 1F: 3 clusters Score -8663559 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8664162.000000 Penalty: 3670.529053
	Iteration 2Q: 3 clusters Score -8664162 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -8665011.000000 Penalty: 3670.529053
	Iteration 3Q: 3 clusters Score -8665011 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8666342.000000 Penalty: 3670.529053
	Iteration 4Q: 3 clusters Score -8666342 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8668468.000000 Penalty: 3670.529053
	Iteration 5Q: 3 clusters Score -8668468 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8672133.000000 Penalty: 3670.529053
	Iteration 6F: 3 clusters Score -8672133 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8677518.000000 Penalty: 3670.529053
	Iteration 7F: 3 clusters Score -8677518 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -8682450.000000 Penalty: 3670.529053
	Iteration 8F: 3 clusters Score -8682450 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -8684843.000000 Penalty: 3670.529053
	Iteration 9F: 3 clusters Score -8684843 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -8685818.000000 Penalty: 3670.529053
	Iteration 10Q: 3 clusters Score -8685818 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -8686466.000000 Penalty: 3670.529053
	Iteration 11Q: 3 clusters Score -8686466 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -8687125.000000 Penalty: 3670.529053
	Iteration 12Q: 3 clusters Score -8687125 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -8687721.000000 Penalty: 3670.529053
	Iteration 13Q: 3 clusters Score -8687721 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -8688273.000000 Penalty: 3670.529053
	Iteration 14Q: 3 clusters Score -8688273 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -8688723.000000 Penalty: 3670.529053
	Iteration 15Q: 3 clusters Score -8688723 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -8689159.000000 Penalty: 3670.529053
	Iteration 16Q: 3 clusters Score -8689159 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -8689492.000000 Penalty: 3670.529053
	Iteration 17Q: 3 clusters Score -8689492 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -8689765.000000 Penalty: 3670.529053
	Iteration 18Q: 3 clusters Score -8689765 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -8690015.000000 Penalty: 3670.529053
	Iteration 19Q: 3 clusters Score -8690015 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -8690197.000000 Penalty: 3670.529053
	Iteration 20F: 3 clusters Score -8690197 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -8690400.000000 Penalty: 3670.529053
	Iteration 21Q: 3 clusters Score -8690400 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -8690561.000000 Penalty: 3670.529053
	Iteration 22Q: 3 clusters Score -8690561 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -8690752.000000 Penalty: 3670.529053
	Iteration 23Q: 3 clusters Score -8690752 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -8690887.000000 Penalty: 3670.529053
	Iteration 24Q: 3 clusters Score -8690887 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8690966.000000 Penalty: 3670.529053
	Iteration 25Q: 3 clusters Score -8690966 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8691101.000000 Penalty: 3670.529053
	Iteration 26Q: 3 clusters Score -8691101 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -8691230.000000 Penalty: 3670.529053
	Iteration 27Q: 3 clusters Score -8691230 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8691316.000000 Penalty: 3670.529053
	Iteration 28Q: 3 clusters Score -8691316 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -8691421.000000 Penalty: 3670.529053
	Iteration 29Q: 3 clusters Score -8691421 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -8691537.000000 Penalty: 3670.529053
	Iteration 30Q: 3 clusters Score -8691537 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -8691603.000000 Penalty: 3670.529053
	Iteration 31Q: 3 clusters Score -8691603 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -8691707.000000 Penalty: 3670.529053
	Iteration 32Q: 3 clusters Score -8691707 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -8691837.000000 Penalty: 3670.529053
	Iteration 33Q: 3 clusters Score -8691837 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -8691922.000000 Penalty: 3670.529053
	Iteration 34Q: 3 clusters Score -8691922 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8692019.000000 Penalty: 3670.529053
	Iteration 35Q: 3 clusters Score -8692019 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -8692122.000000 Penalty: 3670.529053
	Iteration 36Q: 3 clusters Score -8692122 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -8692210.000000 Penalty: 3670.529053
	Iteration 37Q: 3 clusters Score -8692210 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -8692301.000000 Penalty: 3670.529053
	Iteration 38Q: 3 clusters Score -8692301 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -8692414.000000 Penalty: 3670.529053
	Iteration 39Q: 3 clusters Score -8692414 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -8692511.000000 Penalty: 3670.529053
	Iteration 40F: 3 clusters Score -8692511 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -8692614.000000 Penalty: 3670.529053
	Iteration 41Q: 3 clusters Score -8692614 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -8692690.000000 Penalty: 3670.529053
	Iteration 42Q: 3 clusters Score -8692690 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -8692782.000000 Penalty: 3670.529053
	Iteration 43Q: 3 clusters Score -8692782 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -8692833.000000 Penalty: 3670.529053
	Iteration 44Q: 3 clusters Score -8692833 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -8692868.000000 Penalty: 3670.529053
	Iteration 45Q: 3 clusters Score -8692868 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -8692941.000000 Penalty: 3670.529053
	Iteration 46Q: 3 clusters Score -8692941 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -8693006.000000 Penalty: 3670.529053
	Iteration 47Q: 3 clusters Score -8693006 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -8693061.000000 Penalty: 3670.529053
	Iteration 48Q: 3 clusters Score -8693061 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -8693107.000000 Penalty: 3670.529053
	Iteration 49Q: 3 clusters Score -8693107 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -8693184.000000 Penalty: 3670.529053
	Iteration 50Q: 3 clusters Score -8693184 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -8693212.000000 Penalty: 3670.529053
	Iteration 51Q: 3 clusters Score -8693212 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -8693250.000000 Penalty: 3670.529053
	Iteration 52Q: 3 clusters Score -8693250 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -8693298.000000 Penalty: 3670.529053
	Iteration 53Q: 3 clusters Score -8693298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -8693331.000000 Penalty: 3670.529053
	Iteration 54Q: 3 clusters Score -8693331 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -8693369.000000 Penalty: 3670.529053
	Iteration 55Q: 3 clusters Score -8693369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -8693424.000000 Penalty: 3670.529053
	Iteration 56Q: 3 clusters Score -8693424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -8693460.000000 Penalty: 3670.529053
	Iteration 57Q: 3 clusters Score -8693460 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -8693513.000000 Penalty: 3670.529053
	Iteration 58Q: 3 clusters Score -8693513 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -8693546.000000 Penalty: 3670.529053
	Iteration 59Q: 3 clusters Score -8693546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -8693575.000000 Penalty: 3670.529053
	Iteration 60F: 3 clusters Score -8693575 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -8693601.000000 Penalty: 3670.529053
	Iteration 61Q: 3 clusters Score -8693601 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -8693655.000000 Penalty: 3670.529053
	Iteration 62Q: 3 clusters Score -8693655 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -8693688.000000 Penalty: 3670.529053
	Iteration 63Q: 3 clusters Score -8693688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -8693738.000000 Penalty: 3670.529053
	Iteration 64Q: 3 clusters Score -8693738 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -8693742.000000 Penalty: 3670.529053
	Iteration 65Q: 3 clusters Score -8693742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -8693762.000000 Penalty: 3670.529053
	Iteration 66Q: 3 clusters Score -8693762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -8693770.000000 Penalty: 3670.529053
	Iteration 67Q: 3 clusters Score -8693770 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -8693794.000000 Penalty: 3670.529053
	Iteration 68Q: 3 clusters Score -8693794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -8693801.000000 Penalty: 3670.529053
	Iteration 69Q: 3 clusters Score -8693801 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -8693819.000000 Penalty: 3670.529053
	Iteration 70Q: 3 clusters Score -8693819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -8693847.000000 Penalty: 3670.529053
	Iteration 71Q: 3 clusters Score -8693847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -8693855.000000 Penalty: 3670.529053
	Iteration 72Q: 3 clusters Score -8693855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -8693873.000000 Penalty: 3670.529053
	Iteration 73Q: 3 clusters Score -8693873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -8693870.000000 Penalty: 3670.529053
	Iteration 74Q: 3 clusters Score -8693870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -8693874.000000 Penalty: 3670.529053
	Iteration 75Q: 3 clusters Score -8693874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -8693872.000000 Penalty: 3670.529053
	Iteration 76Q: 3 clusters Score -8693872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -8693872.000000 Penalty: 3670.529053
	Iteration 77Q: 3 clusters Score -8693872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -8693899.000000 Penalty: 3670.529053
	Iteration 78Q: 3 clusters Score -8693899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -8693893.000000 Penalty: 3670.529053
	Iteration 79Q: 3 clusters Score -8693893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -8693913.000000 Penalty: 3670.529053
	Iteration 80F: 3 clusters Score -8693913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -8693922.000000 Penalty: 3670.529053
	Iteration 81Q: 3 clusters Score -8693922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -8693926.000000 Penalty: 3670.529053
	Iteration 82Q: 3 clusters Score -8693926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -8693928.000000 Penalty: 3670.529053
	Iteration 83Q: 3 clusters Score -8693928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -8693923.000000 Penalty: 3670.529053
	Iteration 84Q: 3 clusters Score -8693923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -8693917.000000 Penalty: 3670.529053
	Iteration 85Q: 3 clusters Score -8693917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -8693918.000000 Penalty: 3670.529053
	Iteration 86Q: 3 clusters Score -8693918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -8693918.000000 Penalty: 3670.529053
	Iteration 87Q: 3 clusters Score -8693918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -8693920.000000 Penalty: 3670.529053
	Iteration 88Q: 3 clusters Score -8693920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -8693929.000000 Penalty: 3670.529053
	Iteration 89Q: 3 clusters Score -8693929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -8693922.000000 Penalty: 3670.529053
	Iteration 90Q: 3 clusters Score -8693922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -8693922.000000 Penalty: 3670.529053
	Iteration 91Q: 3 clusters Score -8693922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -8693911.000000 Penalty: 3670.529053
	Iteration 92Q: 3 clusters Score -8693911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -8693923.000000 Penalty: 3670.529053
	Iteration 93Q: 3 clusters Score -8693923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -8693931.000000 Penalty: 3670.529053
	Iteration 94Q: 3 clusters Score -8693931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -8693932.000000 Penalty: 3670.529053
	Iteration 95Q: 3 clusters Score -8693932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -8693937.000000 Penalty: 3670.529053
	Iteration 96Q: 3 clusters Score -8693937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -8693931.000000 Penalty: 3670.529053
	Iteration 97Q: 3 clusters Score -8693931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -8693933.000000 Penalty: 3670.529053
	Iteration 98Q: 3 clusters Score -8693933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -8693930.000000 Penalty: 3670.529053
	Iteration 99Q: 3 clusters Score -8693930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -8693931.000000 Penalty: 3670.529053
	Iteration 100F: 3 clusters Score -8693931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -8693928.000000 Penalty: 3670.529053
	Iteration 101Q: 3 clusters Score -8693928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -8693930.000000 Penalty: 3670.529053
	Iteration 102Q: 3 clusters Score -8693930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -8693930.000000 Penalty: 3670.529053
	Iteration 103F: 3 clusters Score -8693930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -279302.812500 Penalty: 1281.610352
	Iteration 0F: 2 clusters Score -279302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -276769.187500 Penalty: 2563.220703
	Iteration 0F: 3 clusters Score -276769.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -277377.187500 Penalty: 2563.220703
	Iteration 1F: 3 clusters Score -277377.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -277491.250000 Penalty: 2563.220703
	Iteration 2F: 3 clusters Score -277491.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -277547.343750 Penalty: 2563.220703
	Iteration 3Q: 3 clusters Score -277547.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -277580.000000 Penalty: 2563.220703
	Iteration 4Q: 3 clusters Score -277580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -277601.187500 Penalty: 2563.220703
	Iteration 5Q: 3 clusters Score -277601.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277624.906250 Penalty: 2563.220703
	Iteration 6Q: 3 clusters Score -277624.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -277639.968750 Penalty: 2563.220703
	Iteration 7Q: 3 clusters Score -277640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -277650.781250 Penalty: 2563.220703
	Iteration 8Q: 3 clusters Score -277650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -277656.906250 Penalty: 2563.220703
	Iteration 9Q: 3 clusters Score -277656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -277663.343750 Penalty: 2563.220703
	Iteration 10Q: 3 clusters Score -277663.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -277666.937500 Penalty: 2563.220703
	Iteration 11Q: 3 clusters Score -277666.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277670.218750 Penalty: 2563.220703
	Iteration 12Q: 3 clusters Score -277670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -277674.593750 Penalty: 2563.220703
	Iteration 13Q: 3 clusters Score -277674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -277678.218750 Penalty: 2563.220703
	Iteration 14Q: 3 clusters Score -277678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -277680.468750 Penalty: 2563.220703
	Iteration 15Q: 3 clusters Score -277680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277682.187500 Penalty: 2563.220703
	Iteration 16Q: 3 clusters Score -277682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -277682.062500 Penalty: 2563.220703
	Iteration 17Q: 3 clusters Score -277682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277682.468750 Penalty: 2563.220703
	Iteration 18Q: 3 clusters Score -277682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277684.218750 Penalty: 2563.220703
	Iteration 19Q: 3 clusters Score -277684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -277685.593750 Penalty: 2563.220703
	Iteration 20F: 3 clusters Score -277685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277686.843750 Penalty: 2563.220703
	Iteration 21Q: 3 clusters Score -277686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277689.750000 Penalty: 2563.220703
	Iteration 22Q: 3 clusters Score -277689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277692.562500 Penalty: 2563.220703
	Iteration 23Q: 3 clusters Score -277692.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -277694.218750 Penalty: 2563.220703
	Iteration 24Q: 3 clusters Score -277694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277695.031250 Penalty: 2563.220703
	Iteration 25Q: 3 clusters Score -277695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277697.593750 Penalty: 2563.220703
	Iteration 26Q: 3 clusters Score -277697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277698.906250 Penalty: 2563.220703
	Iteration 27Q: 3 clusters Score -277698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277699.875000 Penalty: 2563.220703
	Iteration 28Q: 3 clusters Score -277699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -277701.062500 Penalty: 2563.220703
	Iteration 29Q: 3 clusters Score -277701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -277703.437500 Penalty: 2563.220703
	Iteration 30Q: 3 clusters Score -277703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277706.218750 Penalty: 2563.220703
	Iteration 31Q: 3 clusters Score -277706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277706.906250 Penalty: 2563.220703
	Iteration 32Q: 3 clusters Score -277706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277707.281250 Penalty: 2563.220703
	Iteration 33Q: 3 clusters Score -277707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277707.437500 Penalty: 2563.220703
	Iteration 34Q: 3 clusters Score -277707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -277707.906250 Penalty: 2563.220703
	Iteration 35Q: 3 clusters Score -277707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -277707.906250 Penalty: 2563.220703
	Iteration 36F: 3 clusters Score -277707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Entering Unmasked Estep 
Score: -5134465.000000 Penalty: 1747.532227
	Iteration 0F: 2 clusters Score -5134465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5103332.500000 Penalty: 3495.064453
	Iteration 0F: 3 clusters Score -5103332 nChanged 21752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -5115350.000000 Penalty: 3495.064453
	Iteration 1F: 3 clusters Score -5115350 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5115967.500000 Penalty: 3495.064453
	Iteration 2Q: 3 clusters Score -5115968 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5116689.500000 Penalty: 3495.064453
	Iteration 3Q: 3 clusters Score -5116690 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -5117923.500000 Penalty: 3495.064453
	Iteration 4F: 3 clusters Score -5117924 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -5119902.000000 Penalty: 3495.064453
	Iteration 5F: 3 clusters Score -5119902 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5122763.000000 Penalty: 3495.064453
	Iteration 6F: 3 clusters Score -5122763 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5126249.000000 Penalty: 3495.064453
	Iteration 7F: 3 clusters Score -5126249 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5129395.500000 Penalty: 3495.064453
	Iteration 8F: 3 clusters Score -5129396 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5131701.500000 Penalty: 3495.064453
	Iteration 9Q: 3 clusters Score -5131702 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -5132958.500000 Penalty: 3495.064453
	Iteration 10Q: 3 clusters Score -5132958 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -5133448.500000 Penalty: 3495.064453
	Iteration 11Q: 3 clusters Score -5133448 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -5133645.500000 Penalty: 3495.064453
	Iteration 12Q: 3 clusters Score -5133646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5133724.500000 Penalty: 3495.064453
	Iteration 13Q: 3 clusters Score -5133724 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5133767.000000 Penalty: 3495.064453
	Iteration 14Q: 3 clusters Score -5133767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -5133786.000000 Penalty: 3495.064453
	Iteration 15Q: 3 clusters Score -5133786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5133794.500000 Penalty: 3495.064453
	Iteration 16Q: 3 clusters Score -5133794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5133809.500000 Penalty: 3495.064453
	Iteration 17Q: 3 clusters Score -5133810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -5133819.000000 Penalty: 3495.064453
	Iteration 18Q: 3 clusters Score -5133819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -5133822.500000 Penalty: 3495.064453
	Iteration 19Q: 3 clusters Score -5133822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5133836.500000 Penalty: 3495.064453
	Iteration 20F: 3 clusters Score -5133836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5133827.000000 Penalty: 3495.064453
	Iteration 21Q: 3 clusters Score -5133827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5133830.500000 Penalty: 3495.064453
	Iteration 22Q: 3 clusters Score -5133830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5133832.500000 Penalty: 3495.064453
	Iteration 23Q: 3 clusters Score -5133832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5133834.500000 Penalty: 3495.064453
	Iteration 24Q: 3 clusters Score -5133834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5133833.000000 Penalty: 3495.064453
	Iteration 25Q: 3 clusters Score -5133833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -5133826.500000 Penalty: 3495.064453
	Iteration 26Q: 3 clusters Score -5133826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5133828.500000 Penalty: 3495.064453
	Iteration 27Q: 3 clusters Score -5133828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5133827.000000 Penalty: 3495.064453
	Iteration 28Q: 3 clusters Score -5133827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5133825.500000 Penalty: 3495.064453
	Iteration 29Q: 3 clusters Score -5133826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5133824.000000 Penalty: 3495.064453
	Iteration 30Q: 3 clusters Score -5133824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5133826.000000 Penalty: 3495.064453
	Iteration 31Q: 3 clusters Score -5133826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5133826.000000 Penalty: 3495.064453
	Iteration 32F: 3 clusters Score -5133826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Entering Unmasked Estep 
Score: -3497869.750000 Penalty: 1684.453613
	Iteration 0F: 2 clusters Score -3497870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3476523.500000 Penalty: 3368.907227
	Iteration 0F: 3 clusters Score -3476524 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3484666.500000 Penalty: 3368.907227
	Iteration 1F: 3 clusters Score -3484666 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3485230.500000 Penalty: 3368.907227
	Iteration 2Q: 3 clusters Score -3485230 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3485903.750000 Penalty: 3368.907227
	Iteration 3Q: 3 clusters Score -3485904 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3486775.500000 Penalty: 3368.907227
	Iteration 4F: 3 clusters Score -3486776 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3487956.750000 Penalty: 3368.907227
	Iteration 5F: 3 clusters Score -3487957 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3489563.750000 Penalty: 3368.907227
	Iteration 6F: 3 clusters Score -3489564 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3491315.500000 Penalty: 3368.907227
	Iteration 7F: 3 clusters Score -3491316 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3492839.000000 Penalty: 3368.907227
	Iteration 8F: 3 clusters Score -3492839 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3493894.500000 Penalty: 3368.907227
	Iteration 9Q: 3 clusters Score -3493894 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3494472.500000 Penalty: 3368.907227
	Iteration 10Q: 3 clusters Score -3494472 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3494808.250000 Penalty: 3368.907227
	Iteration 11Q: 3 clusters Score -3494808 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3495064.000000 Penalty: 3368.907227
	Iteration 12Q: 3 clusters Score -3495064 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3495256.500000 Penalty: 3368.907227
	Iteration 13Q: 3 clusters Score -3495256 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3495394.000000 Penalty: 3368.907227
	Iteration 14Q: 3 clusters Score -3495394 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3495518.250000 Penalty: 3368.907227
	Iteration 15Q: 3 clusters Score -3495518 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3495654.250000 Penalty: 3368.907227
	Iteration 16Q: 3 clusters Score -3495654 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3495774.750000 Penalty: 3368.907227
	Iteration 17Q: 3 clusters Score -3495775 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3495903.000000 Penalty: 3368.907227
	Iteration 18Q: 3 clusters Score -3495903 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3496016.750000 Penalty: 3368.907227
	Iteration 19Q: 3 clusters Score -3496017 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3496126.000000 Penalty: 3368.907227
	Iteration 20F: 3 clusters Score -3496126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3496227.500000 Penalty: 3368.907227
	Iteration 21Q: 3 clusters Score -3496228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3496298.500000 Penalty: 3368.907227
	Iteration 22Q: 3 clusters Score -3496298 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3496359.250000 Penalty: 3368.907227
	Iteration 23Q: 3 clusters Score -3496359 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3496415.000000 Penalty: 3368.907227
	Iteration 24Q: 3 clusters Score -3496415 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3496474.500000 Penalty: 3368.907227
	Iteration 25Q: 3 clusters Score -3496474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3496506.750000 Penalty: 3368.907227
	Iteration 26Q: 3 clusters Score -3496507 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3496542.000000 Penalty: 3368.907227
	Iteration 27Q: 3 clusters Score -3496542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3496583.500000 Penalty: 3368.907227
	Iteration 28Q: 3 clusters Score -3496584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3496605.000000 Penalty: 3368.907227
	Iteration 29Q: 3 clusters Score -3496605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3496616.250000 Penalty: 3368.907227
	Iteration 30Q: 3 clusters Score -3496616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3496617.250000 Penalty: 3368.907227
	Iteration 31Q: 3 clusters Score -3496617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3496622.250000 Penalty: 3368.907227
	Iteration 32Q: 3 clusters Score -3496622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3496629.000000 Penalty: 3368.907227
	Iteration 33Q: 3 clusters Score -3496629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3496635.750000 Penalty: 3368.907227
	Iteration 34Q: 3 clusters Score -3496636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3496644.500000 Penalty: 3368.907227
	Iteration 35Q: 3 clusters Score -3496644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3496650.500000 Penalty: 3368.907227
	Iteration 36Q: 3 clusters Score -3496650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3496655.000000 Penalty: 3368.907227
	Iteration 37Q: 3 clusters Score -3496655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3496656.750000 Penalty: 3368.907227
	Iteration 38Q: 3 clusters Score -3496657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3496661.000000 Penalty: 3368.907227
	Iteration 39Q: 3 clusters Score -3496661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3496662.500000 Penalty: 3368.907227
	Iteration 40F: 3 clusters Score -3496662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3496662.500000 Penalty: 3368.907227
	Iteration 41Q: 3 clusters Score -3496662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3496668.000000 Penalty: 3368.907227
	Iteration 42Q: 3 clusters Score -3496668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3496673.000000 Penalty: 3368.907227
	Iteration 43Q: 3 clusters Score -3496673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3496671.250000 Penalty: 3368.907227
	Iteration 44Q: 3 clusters Score -3496671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3496671.000000 Penalty: 3368.907227
	Iteration 45Q: 3 clusters Score -3496671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3496674.750000 Penalty: 3368.907227
	Iteration 46Q: 3 clusters Score -3496675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3496672.000000 Penalty: 3368.907227
	Iteration 47Q: 3 clusters Score -3496672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3496674.500000 Penalty: 3368.907227
	Iteration 48Q: 3 clusters Score -3496674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3496671.250000 Penalty: 3368.907227
	Iteration 49Q: 3 clusters Score -3496671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3496671.750000 Penalty: 3368.907227
	Iteration 50Q: 3 clusters Score -3496672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3496671.750000 Penalty: 3368.907227
	Iteration 51F: 3 clusters Score -3496672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (121267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Entering Unmasked Estep 
Score: -13311219.000000 Penalty: 1902.184448
	Iteration 0F: 2 clusters Score -1.331122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -13230402.000000 Penalty: 3804.368896
	Iteration 0F: 3 clusters Score -1.32304e+07 nChanged 58047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -13264410.000000 Penalty: 3804.368896
	Iteration 1F: 3 clusters Score -1.326441e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -13266043.000000 Penalty: 3804.368896
	Iteration 2Q: 3 clusters Score -1.326604e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -13268625.000000 Penalty: 3804.368896
	Iteration 3Q: 3 clusters Score -1.326862e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -13272850.000000 Penalty: 3804.368896
	Iteration 4F: 3 clusters Score -1.327285e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -13278734.000000 Penalty: 3804.368896
	Iteration 5F: 3 clusters Score -1.327873e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -13285972.000000 Penalty: 3804.368896
	Iteration 6F: 3 clusters Score -1.328597e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -13292733.000000 Penalty: 3804.368896
	Iteration 7F: 3 clusters Score -1.329273e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -13297720.000000 Penalty: 3804.368896
	Iteration 8Q: 3 clusters Score -1.329772e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -13300584.000000 Penalty: 3804.368896
	Iteration 9Q: 3 clusters Score -1.330058e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -13302378.000000 Penalty: 3804.368896
	Iteration 10Q: 3 clusters Score -1.330238e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -13303788.000000 Penalty: 3804.368896
	Iteration 11Q: 3 clusters Score -1.330379e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -13304999.000000 Penalty: 3804.368896
	Iteration 12Q: 3 clusters Score -1.3305e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -13305813.000000 Penalty: 3804.368896
	Iteration 13Q: 3 clusters Score -1.330581e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -13306422.000000 Penalty: 3804.368896
	Iteration 14Q: 3 clusters Score -1.330642e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -13306810.000000 Penalty: 3804.368896
	Iteration 15Q: 3 clusters Score -1.330681e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -13307271.000000 Penalty: 3804.368896
	Iteration 16Q: 3 clusters Score -1.330727e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -13307592.000000 Penalty: 3804.368896
	Iteration 17Q: 3 clusters Score -1.330759e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -13307857.000000 Penalty: 3804.368896
	Iteration 18Q: 3 clusters Score -1.330786e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -13308049.000000 Penalty: 3804.368896
	Iteration 19Q: 3 clusters Score -1.330805e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -13308295.000000 Penalty: 3804.368896
	Iteration 20F: 3 clusters Score -1.33083e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -13308488.000000 Penalty: 3804.368896
	Iteration 21Q: 3 clusters Score -1.330849e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -13308699.000000 Penalty: 3804.368896
	Iteration 22Q: 3 clusters Score -1.33087e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111284 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -13308830.000000 Penalty: 3804.368896
	Iteration 23Q: 3 clusters Score -1.330883e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111755 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -13308899.000000 Penalty: 3804.368896
	Iteration 24Q: 3 clusters Score -1.33089e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -13309042.000000 Penalty: 3804.368896
	Iteration 25Q: 3 clusters Score -1.330904e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -13309108.000000 Penalty: 3804.368896
	Iteration 26Q: 3 clusters Score -1.330911e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -13309197.000000 Penalty: 3804.368896
	Iteration 27Q: 3 clusters Score -1.33092e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -13309280.000000 Penalty: 3804.368896
	Iteration 28Q: 3 clusters Score -1.330928e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -13309346.000000 Penalty: 3804.368896
	Iteration 29Q: 3 clusters Score -1.330935e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -13309368.000000 Penalty: 3804.368896
	Iteration 30Q: 3 clusters Score -1.330937e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -13309420.000000 Penalty: 3804.368896
	Iteration 31Q: 3 clusters Score -1.330942e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -13309480.000000 Penalty: 3804.368896
	Iteration 32Q: 3 clusters Score -1.330948e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -13309501.000000 Penalty: 3804.368896
	Iteration 33Q: 3 clusters Score -1.33095e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -13309550.000000 Penalty: 3804.368896
	Iteration 34Q: 3 clusters Score -1.330955e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -13309575.000000 Penalty: 3804.368896
	Iteration 35Q: 3 clusters Score -1.330958e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -13309618.000000 Penalty: 3804.368896
	Iteration 36Q: 3 clusters Score -1.330962e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -13309698.000000 Penalty: 3804.368896
	Iteration 37Q: 3 clusters Score -1.33097e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115784 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -13309777.000000 Penalty: 3804.368896
	Iteration 38Q: 3 clusters Score -1.330978e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -13309803.000000 Penalty: 3804.368896
	Iteration 39Q: 3 clusters Score -1.33098e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -13309834.000000 Penalty: 3804.368896
	Iteration 40F: 3 clusters Score -1.330983e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -13309887.000000 Penalty: 3804.368896
	Iteration 41Q: 3 clusters Score -1.330989e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -13309890.000000 Penalty: 3804.368896
	Iteration 42Q: 3 clusters Score -1.330989e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -13309914.000000 Penalty: 3804.368896
	Iteration 43Q: 3 clusters Score -1.330991e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -13309943.000000 Penalty: 3804.368896
	Iteration 44Q: 3 clusters Score -1.330994e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116677 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -13309992.000000 Penalty: 3804.368896
	Iteration 45Q: 3 clusters Score -1.330999e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -13309997.000000 Penalty: 3804.368896
	Iteration 46Q: 3 clusters Score -1.331e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -13309981.000000 Penalty: 3804.368896
	Iteration 47Q: 3 clusters Score -1.330998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116879 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -13309991.000000 Penalty: 3804.368896
	Iteration 48Q: 3 clusters Score -1.330999e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -13309995.000000 Penalty: 3804.368896
	Iteration 49Q: 3 clusters Score -1.331e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -13310008.000000 Penalty: 3804.368896
	Iteration 50Q: 3 clusters Score -1.331001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -13310011.000000 Penalty: 3804.368896
	Iteration 51Q: 3 clusters Score -1.331001e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -13310010.000000 Penalty: 3804.368896
	Iteration 52Q: 3 clusters Score -1.331001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -13310022.000000 Penalty: 3804.368896
	Iteration 53Q: 3 clusters Score -1.331002e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117163 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -13310028.000000 Penalty: 3804.368896
	Iteration 54Q: 3 clusters Score -1.331003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -13310006.000000 Penalty: 3804.368896
	Iteration 55Q: 3 clusters Score -1.331001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117212 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -13310022.000000 Penalty: 3804.368896
	Iteration 56Q: 3 clusters Score -1.331002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117231 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -13310028.000000 Penalty: 3804.368896
	Iteration 57Q: 3 clusters Score -1.331003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -13310036.000000 Penalty: 3804.368896
	Iteration 58Q: 3 clusters Score -1.331004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -13310037.000000 Penalty: 3804.368896
	Iteration 59Q: 3 clusters Score -1.331004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -13310044.000000 Penalty: 3804.368896
	Iteration 60F: 3 clusters Score -1.331004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117297 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -13310050.000000 Penalty: 3804.368896
	Iteration 61Q: 3 clusters Score -1.331005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -13310058.000000 Penalty: 3804.368896
	Iteration 62Q: 3 clusters Score -1.331006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -13310045.000000 Penalty: 3804.368896
	Iteration 63Q: 3 clusters Score -1.331004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -13310038.000000 Penalty: 3804.368896
	Iteration 64Q: 3 clusters Score -1.331004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117370 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -13310033.000000 Penalty: 3804.368896
	Iteration 65Q: 3 clusters Score -1.331003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117396 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13310049.000000 Penalty: 3804.368896
	Iteration 66Q: 3 clusters Score -1.331005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -13310072.000000 Penalty: 3804.368896
	Iteration 67Q: 3 clusters Score -1.331007e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117461 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -13310077.000000 Penalty: 3804.368896
	Iteration 68Q: 3 clusters Score -1.331008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -13310073.000000 Penalty: 3804.368896
	Iteration 69Q: 3 clusters Score -1.331007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -13310081.000000 Penalty: 3804.368896
	Iteration 70Q: 3 clusters Score -1.331008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -13310074.000000 Penalty: 3804.368896
	Iteration 71Q: 3 clusters Score -1.331007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -13310071.000000 Penalty: 3804.368896
	Iteration 72Q: 3 clusters Score -1.331007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -13310078.000000 Penalty: 3804.368896
	Iteration 73Q: 3 clusters Score -1.331008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117551 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -13310068.000000 Penalty: 3804.368896
	Iteration 74Q: 3 clusters Score -1.331007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117562 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -13310073.000000 Penalty: 3804.368896
	Iteration 75Q: 3 clusters Score -1.331007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117567 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -13310065.000000 Penalty: 3804.368896
	Iteration 76Q: 3 clusters Score -1.331006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -13310076.000000 Penalty: 3804.368896
	Iteration 77Q: 3 clusters Score -1.331008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117591 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -13310073.000000 Penalty: 3804.368896
	Iteration 78Q: 3 clusters Score -1.331007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -13310087.000000 Penalty: 3804.368896
	Iteration 79Q: 3 clusters Score -1.331009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117614 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -13310081.000000 Penalty: 3804.368896
	Iteration 80F: 3 clusters Score -1.331008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117629 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -13310077.000000 Penalty: 3804.368896
	Iteration 81Q: 3 clusters Score -1.331008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117641 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -13310081.000000 Penalty: 3804.368896
	Iteration 82Q: 3 clusters Score -1.331008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117654 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -13310083.000000 Penalty: 3804.368896
	Iteration 83Q: 3 clusters Score -1.331008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -13310092.000000 Penalty: 3804.368896
	Iteration 84Q: 3 clusters Score -1.331009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -13310083.000000 Penalty: 3804.368896
	Iteration 85Q: 3 clusters Score -1.331008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -13310064.000000 Penalty: 3804.368896
	Iteration 86Q: 3 clusters Score -1.331006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -13310082.000000 Penalty: 3804.368896
	Iteration 87Q: 3 clusters Score -1.331008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -13310079.000000 Penalty: 3804.368896
	Iteration 88Q: 3 clusters Score -1.331008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -13310069.000000 Penalty: 3804.368896
	Iteration 89Q: 3 clusters Score -1.331007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -13310091.000000 Penalty: 3804.368896
	Iteration 90Q: 3 clusters Score -1.331009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13310095.000000 Penalty: 3804.368896
	Iteration 91Q: 3 clusters Score -1.33101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13310090.000000 Penalty: 3804.368896
	Iteration 92Q: 3 clusters Score -1.331009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117794 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -13310090.000000 Penalty: 3804.368896
	Iteration 93Q: 3 clusters Score -1.331009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -13310108.000000 Penalty: 3804.368896
	Iteration 94Q: 3 clusters Score -1.331011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117808 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -13310101.000000 Penalty: 3804.368896
	Iteration 95Q: 3 clusters Score -1.33101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -13310112.000000 Penalty: 3804.368896
	Iteration 96Q: 3 clusters Score -1.331011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117818 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13310114.000000 Penalty: 3804.368896
	Iteration 97Q: 3 clusters Score -1.331011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -13310113.000000 Penalty: 3804.368896
	Iteration 98Q: 3 clusters Score -1.331011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117823 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -13310106.000000 Penalty: 3804.368896
	Iteration 99Q: 3 clusters Score -1.331011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -13310106.000000 Penalty: 3804.368896
	Iteration 100F: 3 clusters Score -1.331011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -13310105.000000 Penalty: 3804.368896
	Iteration 101Q: 3 clusters Score -1.33101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -13310101.000000 Penalty: 3804.368896
	Iteration 102Q: 3 clusters Score -1.33101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -13310098.000000 Penalty: 3804.368896
	Iteration 103Q: 3 clusters Score -1.33101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117856 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -13310102.000000 Penalty: 3804.368896
	Iteration 104Q: 3 clusters Score -1.33101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -13310110.000000 Penalty: 3804.368896
	Iteration 105Q: 3 clusters Score -1.331011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -13310108.000000 Penalty: 3804.368896
	Iteration 106Q: 3 clusters Score -1.331011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -13310120.000000 Penalty: 3804.368896
	Iteration 107Q: 3 clusters Score -1.331012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13310107.000000 Penalty: 3804.368896
	Iteration 108Q: 3 clusters Score -1.331011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -13310100.000000 Penalty: 3804.368896
	Iteration 109Q: 3 clusters Score -1.33101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -13310079.000000 Penalty: 3804.368896
	Iteration 110Q: 3 clusters Score -1.331008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -13310094.000000 Penalty: 3804.368896
	Iteration 111Q: 3 clusters Score -1.331009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -13310089.000000 Penalty: 3804.368896
	Iteration 112Q: 3 clusters Score -1.331009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117974 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -13310122.000000 Penalty: 3804.368896
	Iteration 113Q: 3 clusters Score -1.331012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -13310119.000000 Penalty: 3804.368896
	Iteration 114Q: 3 clusters Score -1.331012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118022 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -13310113.000000 Penalty: 3804.368896
	Iteration 115Q: 3 clusters Score -1.331011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -13310095.000000 Penalty: 3804.368896
	Iteration 116Q: 3 clusters Score -1.33101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -13310105.000000 Penalty: 3804.368896
	Iteration 117Q: 3 clusters Score -1.33101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -13310117.000000 Penalty: 3804.368896
	Iteration 118Q: 3 clusters Score -1.331012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118107 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -13310084.000000 Penalty: 3804.368896
	Iteration 119Q: 3 clusters Score -1.331008e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118132 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -13310080.000000 Penalty: 3804.368896
	Iteration 120F: 3 clusters Score -1.331008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13310089.000000 Penalty: 3804.368896
	Iteration 121Q: 3 clusters Score -1.331009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -13310087.000000 Penalty: 3804.368896
	Iteration 122Q: 3 clusters Score -1.331009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118207 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13310067.000000 Penalty: 3804.368896
	Iteration 123Q: 3 clusters Score -1.331007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118227 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13310086.000000 Penalty: 3804.368896
	Iteration 124Q: 3 clusters Score -1.331009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -13310092.000000 Penalty: 3804.368896
	Iteration 125Q: 3 clusters Score -1.331009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118253 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -13310088.000000 Penalty: 3804.368896
	Iteration 126Q: 3 clusters Score -1.331009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118263 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13310077.000000 Penalty: 3804.368896
	Iteration 127Q: 3 clusters Score -1.331008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118274 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -13310074.000000 Penalty: 3804.368896
	Iteration 128Q: 3 clusters Score -1.331007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118280 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -13310076.000000 Penalty: 3804.368896
	Iteration 129Q: 3 clusters Score -1.331008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -13310090.000000 Penalty: 3804.368896
	Iteration 130Q: 3 clusters Score -1.331009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -13310100.000000 Penalty: 3804.368896
	Iteration 131Q: 3 clusters Score -1.33101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -13310096.000000 Penalty: 3804.368896
	Iteration 132Q: 3 clusters Score -1.33101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -13310113.000000 Penalty: 3804.368896
	Iteration 133Q: 3 clusters Score -1.331011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118299 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -13310093.000000 Penalty: 3804.368896
	Iteration 134Q: 3 clusters Score -1.331009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -13310095.000000 Penalty: 3804.368896
	Iteration 135Q: 3 clusters Score -1.33101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -13310098.000000 Penalty: 3804.368896
	Iteration 136Q: 3 clusters Score -1.33101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118334 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -13310104.000000 Penalty: 3804.368896
	Iteration 137Q: 3 clusters Score -1.33101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13310120.000000 Penalty: 3804.368896
	Iteration 138Q: 3 clusters Score -1.331012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -13310119.000000 Penalty: 3804.368896
	Iteration 139Q: 3 clusters Score -1.331012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -13310113.000000 Penalty: 3804.368896
	Iteration 140F: 3 clusters Score -1.331011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -13310140.000000 Penalty: 3804.368896
	Iteration 141Q: 3 clusters Score -1.331014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -13310131.000000 Penalty: 3804.368896
	Iteration 142Q: 3 clusters Score -1.331013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118463 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -13310124.000000 Penalty: 3804.368896
	Iteration 143Q: 3 clusters Score -1.331012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118473 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -13310126.000000 Penalty: 3804.368896
	Iteration 144Q: 3 clusters Score -1.331013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118478 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -13310112.000000 Penalty: 3804.368896
	Iteration 145Q: 3 clusters Score -1.331011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -13310119.000000 Penalty: 3804.368896
	Iteration 146Q: 3 clusters Score -1.331012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -13310125.000000 Penalty: 3804.368896
	Iteration 147Q: 3 clusters Score -1.331012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -13310121.000000 Penalty: 3804.368896
	Iteration 148Q: 3 clusters Score -1.331012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -13310119.000000 Penalty: 3804.368896
	Iteration 149Q: 3 clusters Score -1.331012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -13310121.000000 Penalty: 3804.368896
	Iteration 150Q: 3 clusters Score -1.331012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -13310129.000000 Penalty: 3804.368896
	Iteration 151Q: 3 clusters Score -1.331013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -13310136.000000 Penalty: 3804.368896
	Iteration 152Q: 3 clusters Score -1.331014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118560 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -13310131.000000 Penalty: 3804.368896
	Iteration 153Q: 3 clusters Score -1.331013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13310143.000000 Penalty: 3804.368896
	Iteration 154Q: 3 clusters Score -1.331014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -13310143.000000 Penalty: 3804.368896
	Iteration 155Q: 3 clusters Score -1.331014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -13310156.000000 Penalty: 3804.368896
	Iteration 156Q: 3 clusters Score -1.331016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118610 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -13310152.000000 Penalty: 3804.368896
	Iteration 157Q: 3 clusters Score -1.331015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -13310143.000000 Penalty: 3804.368896
	Iteration 158Q: 3 clusters Score -1.331014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13310147.000000 Penalty: 3804.368896
	Iteration 159Q: 3 clusters Score -1.331015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13310151.000000 Penalty: 3804.368896
	Iteration 160F: 3 clusters Score -1.331015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -13310159.000000 Penalty: 3804.368896
	Iteration 161Q: 3 clusters Score -1.331016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -13310159.000000 Penalty: 3804.368896
	Iteration 162F: 3 clusters Score -1.331016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -395067.593750 Penalty: 1330.390991
	Iteration 0F: 2 clusters Score -395067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -392045.156250 Penalty: 2660.781982
	Iteration 0F: 3 clusters Score -392045.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -393224.562500 Penalty: 2660.781982
	Iteration 1F: 3 clusters Score -393224.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -393571.125000 Penalty: 2660.781982
	Iteration 2F: 3 clusters Score -393571.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -393790.343750 Penalty: 2660.781982
	Iteration 3F: 3 clusters Score -393790.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -394033.562500 Penalty: 2660.781982
	Iteration 4F: 3 clusters Score -394033.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -394307.093750 Penalty: 2660.781982
	Iteration 5F: 3 clusters Score -394307.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -394547.187500 Penalty: 2660.781982
	Iteration 6F: 3 clusters Score -394547.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -394729.000000 Penalty: 2660.781982
	Iteration 7Q: 3 clusters Score -394729 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -394849.437500 Penalty: 2660.781982
	Iteration 8Q: 3 clusters Score -394849.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -394935.562500 Penalty: 2660.781982
	Iteration 9Q: 3 clusters Score -394935.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -394992.406250 Penalty: 2660.781982
	Iteration 10Q: 3 clusters Score -394992.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -395028.406250 Penalty: 2660.781982
	Iteration 11Q: 3 clusters Score -395028.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -395046.125000 Penalty: 2660.781982
	Iteration 12Q: 3 clusters Score -395046.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -395063.312500 Penalty: 2660.781982
	Iteration 13Q: 3 clusters Score -395063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -395072.781250 Penalty: 2660.781982
	Iteration 14Q: 3 clusters Score -395072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -395075.250000 Penalty: 2660.781982
	Iteration 15Q: 3 clusters Score -395075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -395075.250000 Penalty: 2660.781982
	Iteration 16F: 3 clusters Score -395075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 5294 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 54374 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 45836 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 124034 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 164466 members 
Mstep: Class 13 contains 140003 members 
Mstep: Class 14 contains 18310 members 
Mstep: Class 15 contains 80333 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 17 contains 267 members 
Mstep: Class 20 contains 46819 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 121267 members 
Mstep: Class 23 contains 3327 members 
Entering Unmasked Estep 
Score: -98868920.000000 Penalty: 46891.722656
Splitting cluster 23 changes total score from -98869800.000000 to -98868920.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 5294 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 54374 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 45836 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 124034 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 164466 members 
Mstep: Class 13 contains 140003 members 
Mstep: Class 14 contains 18310 members 
Mstep: Class 15 contains 80333 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 46819 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 121267 members 
Mstep: Class 23 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98869856.000000 Penalty: 44658.785156
Iteration 159Q: 21 clusters Score -9.886986e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 3689 members 
Mstep: Class 4 contains 54387 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 46119 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 124016 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 164377 members 
Mstep: Class 13 contains 139932 members 
Mstep: Class 14 contains 18307 members 
Mstep: Class 15 contains 80425 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 46774 members 
Mstep: Class 21 contains 31736 members 
Mstep: Class 22 contains 121292 members 
Mstep: Class 23 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870080.000000 Penalty: 44658.785156
Iteration 160F: 21 clusters Score -9.887008e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 54404 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 46377 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 124002 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 164309 members 
Mstep: Class 13 contains 139847 members 
Mstep: Class 14 contains 18303 members 
Mstep: Class 15 contains 80532 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 46723 members 
Mstep: Class 21 contains 31720 members 
Mstep: Class 22 contains 121317 members 
Mstep: Class 23 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870144.000000 Penalty: 44658.785156
Iteration 161Q: 21 clusters Score -9.887014e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 54426 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 46626 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 123986 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 164240 members 
Mstep: Class 13 contains 139758 members 
Mstep: Class 14 contains 18299 members 
Mstep: Class 15 contains 80618 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 46676 members 
Mstep: Class 21 contains 31706 members 
Mstep: Class 22 contains 121344 members 
Mstep: Class 23 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870232.000000 Penalty: 44658.785156
Iteration 162Q: 21 clusters Score -9.887023e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 54442 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 46880 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 123969 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 164180 members 
Mstep: Class 13 contains 139684 members 
Mstep: Class 14 contains 18292 members 
Mstep: Class 15 contains 80726 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 46622 members 
Mstep: Class 21 contains 31688 members 
Mstep: Class 22 contains 121370 members 
Mstep: Class 23 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870232.000000 Penalty: 44658.785156
Iteration 163Q: 21 clusters Score -9.887023e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54460 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 47161 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 123943 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 164107 members 
Mstep: Class 13 contains 139606 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 15 contains 80816 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 46561 members 
Mstep: Class 21 contains 31676 members 
Mstep: Class 22 contains 121386 members 
Mstep: Class 23 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870408.000000 Penalty: 44658.785156
Iteration 164Q: 21 clusters Score -9.887041e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54475 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 47431 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 123921 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 164049 members 
Mstep: Class 13 contains 139544 members 
Mstep: Class 14 contains 18282 members 
Mstep: Class 15 contains 80899 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 46505 members 
Mstep: Class 21 contains 31653 members 
Mstep: Class 22 contains 121398 members 
Mstep: Class 23 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870392.000000 Penalty: 44658.785156
Iteration 165Q: 21 clusters Score -9.887039e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54488 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 47699 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 123902 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 163989 members 
Mstep: Class 13 contains 139458 members 
Mstep: Class 14 contains 18279 members 
Mstep: Class 15 contains 80981 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 31635 members 
Mstep: Class 22 contains 121420 members 
Mstep: Class 23 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870584.000000 Penalty: 44658.785156
Iteration 166Q: 21 clusters Score -9.887058e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54503 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 47945 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 123892 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 163949 members 
Mstep: Class 13 contains 139363 members 
Mstep: Class 14 contains 18272 members 
Mstep: Class 15 contains 81054 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 46421 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 121456 members 
Mstep: Class 23 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870760.000000 Penalty: 44658.785156
Iteration 167Q: 21 clusters Score -9.887076e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54515 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 48215 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 123879 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 163911 members 
Mstep: Class 13 contains 139262 members 
Mstep: Class 14 contains 18268 members 
Mstep: Class 15 contains 81107 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 46385 members 
Mstep: Class 21 contains 31587 members 
Mstep: Class 22 contains 121479 members 
Mstep: Class 23 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870816.000000 Penalty: 44658.785156
Iteration 168Q: 21 clusters Score -9.887082e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54524 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 48466 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 123873 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 163877 members 
Mstep: Class 13 contains 139147 members 
Mstep: Class 14 contains 18267 members 
Mstep: Class 15 contains 81177 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 46352 members 
Mstep: Class 21 contains 31563 members 
Mstep: Class 22 contains 121490 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98870984.000000 Penalty: 44658.785156
Iteration 169Q: 21 clusters Score -9.887098e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54523 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 48722 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 123868 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 163838 members 
Mstep: Class 13 contains 139034 members 
Mstep: Class 14 contains 18270 members 
Mstep: Class 15 contains 81248 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 46313 members 
Mstep: Class 21 contains 31540 members 
Mstep: Class 22 contains 121509 members 
Mstep: Class 23 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871128.000000 Penalty: 44658.785156
Iteration 170Q: 21 clusters Score -9.887113e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54533 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 48987 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 123845 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 12 contains 163792 members 
Mstep: Class 13 contains 138925 members 
Mstep: Class 14 contains 18273 members 
Mstep: Class 15 contains 81317 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 46261 members 
Mstep: Class 21 contains 31527 members 
Mstep: Class 22 contains 121531 members 
Mstep: Class 23 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871224.000000 Penalty: 44658.785156
Iteration 171Q: 21 clusters Score -9.887122e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54538 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 49255 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 123820 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 163747 members 
Mstep: Class 13 contains 138828 members 
Mstep: Class 14 contains 18267 members 
Mstep: Class 15 contains 81385 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 20 contains 46225 members 
Mstep: Class 21 contains 31518 members 
Mstep: Class 22 contains 121556 members 
Mstep: Class 23 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871120.000000 Penalty: 44658.785156
Iteration 172Q: 21 clusters Score -9.887112e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54542 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 49503 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123801 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 163710 members 
Mstep: Class 13 contains 138729 members 
Mstep: Class 14 contains 18254 members 
Mstep: Class 15 contains 81452 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 31510 members 
Mstep: Class 22 contains 121581 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871152.000000 Penalty: 44658.785156
Iteration 173Q: 21 clusters Score -9.887115e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54542 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 49752 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123787 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 163651 members 
Mstep: Class 13 contains 138650 members 
Mstep: Class 14 contains 18243 members 
Mstep: Class 15 contains 81537 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 46133 members 
Mstep: Class 21 contains 31491 members 
Mstep: Class 22 contains 121602 members 
Mstep: Class 23 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871328.000000 Penalty: 44658.785156
Iteration 174Q: 21 clusters Score -9.887133e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54538 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 49997 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123783 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 163601 members 
Mstep: Class 13 contains 138557 members 
Mstep: Class 14 contains 18236 members 
Mstep: Class 15 contains 81611 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 46091 members 
Mstep: Class 21 contains 31488 members 
Mstep: Class 22 contains 121630 members 
Mstep: Class 23 contains 3582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871432.000000 Penalty: 44658.785156
Iteration 175Q: 21 clusters Score -9.887143e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54543 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 50235 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123774 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 163554 members 
Mstep: Class 13 contains 138468 members 
Mstep: Class 14 contains 18224 members 
Mstep: Class 15 contains 81685 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 46054 members 
Mstep: Class 21 contains 31467 members 
Mstep: Class 22 contains 121650 members 
Mstep: Class 23 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871256.000000 Penalty: 44658.785156
Iteration 176Q: 21 clusters Score -9.887126e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54547 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 50447 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123764 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 163531 members 
Mstep: Class 13 contains 138384 members 
Mstep: Class 14 contains 18217 members 
Mstep: Class 15 contains 81750 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 46023 members 
Mstep: Class 21 contains 31444 members 
Mstep: Class 22 contains 121672 members 
Mstep: Class 23 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871248.000000 Penalty: 44658.785156
Iteration 177Q: 21 clusters Score -9.887125e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54551 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 50667 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123745 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 163490 members 
Mstep: Class 13 contains 138303 members 
Mstep: Class 14 contains 18208 members 
Mstep: Class 15 contains 81823 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 45995 members 
Mstep: Class 21 contains 31428 members 
Mstep: Class 22 contains 121697 members 
Mstep: Class 23 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871296.000000 Penalty: 44658.785156
Iteration 178Q: 21 clusters Score -9.88713e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 2813 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54558 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 50887 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123723 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 163445 members 
Mstep: Class 13 contains 138201 members 
Mstep: Class 14 contains 18199 members 
Mstep: Class 15 contains 81900 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 45987 members 
Mstep: Class 21 contains 31409 members 
Mstep: Class 22 contains 121713 members 
Mstep: Class 23 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871256.000000 Penalty: 44658.785156
Iteration 179Q: 21 clusters Score -9.887126e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54569 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 51091 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123703 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 163387 members 
Mstep: Class 13 contains 138111 members 
Mstep: Class 14 contains 18195 members 
Mstep: Class 15 contains 81974 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 45968 members 
Mstep: Class 21 contains 31388 members 
Mstep: Class 22 contains 121739 members 
Mstep: Class 23 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871280.000000 Penalty: 44658.785156
Iteration 180F: 21 clusters Score -9.887128e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54572 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 51314 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123685 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 163320 members 
Mstep: Class 13 contains 138021 members 
Mstep: Class 14 contains 18191 members 
Mstep: Class 15 contains 82050 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 45951 members 
Mstep: Class 21 contains 31368 members 
Mstep: Class 22 contains 121761 members 
Mstep: Class 23 contains 3581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871408.000000 Penalty: 44658.785156
Iteration 181Q: 21 clusters Score -9.887141e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54579 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123660 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 163270 members 
Mstep: Class 13 contains 137920 members 
Mstep: Class 14 contains 18190 members 
Mstep: Class 15 contains 82126 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 20 contains 45937 members 
Mstep: Class 21 contains 31346 members 
Mstep: Class 22 contains 121781 members 
Mstep: Class 23 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871632.000000 Penalty: 44658.785156
Iteration 182Q: 21 clusters Score -9.887163e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54587 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 51772 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123634 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 163226 members 
Mstep: Class 13 contains 137822 members 
Mstep: Class 14 contains 18183 members 
Mstep: Class 15 contains 82190 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45923 members 
Mstep: Class 21 contains 31333 members 
Mstep: Class 22 contains 121802 members 
Mstep: Class 23 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871632.000000 Penalty: 44658.785156
Iteration 183Q: 21 clusters Score -9.887163e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54591 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 51950 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123606 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 163208 members 
Mstep: Class 13 contains 137707 members 
Mstep: Class 14 contains 18190 members 
Mstep: Class 15 contains 82251 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45920 members 
Mstep: Class 21 contains 31327 members 
Mstep: Class 22 contains 121830 members 
Mstep: Class 23 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871664.000000 Penalty: 44658.785156
Iteration 184Q: 21 clusters Score -9.887166e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54593 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 52136 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123567 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 163184 members 
Mstep: Class 13 contains 137589 members 
Mstep: Class 14 contains 18189 members 
Mstep: Class 15 contains 82329 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45922 members 
Mstep: Class 21 contains 31311 members 
Mstep: Class 22 contains 121846 members 
Mstep: Class 23 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871768.000000 Penalty: 44658.785156
Iteration 185Q: 21 clusters Score -9.887177e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54601 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 52304 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 123550 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 163143 members 
Mstep: Class 13 contains 137479 members 
Mstep: Class 14 contains 18183 members 
Mstep: Class 15 contains 82405 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45925 members 
Mstep: Class 21 contains 31301 members 
Mstep: Class 22 contains 121858 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98871880.000000 Penalty: 44658.785156
Iteration 186Q: 21 clusters Score -9.887188e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54605 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 52496 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123524 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 163090 members 
Mstep: Class 13 contains 137367 members 
Mstep: Class 14 contains 18194 members 
Mstep: Class 15 contains 82475 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45918 members 
Mstep: Class 21 contains 31284 members 
Mstep: Class 22 contains 121876 members 
Mstep: Class 23 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98872016.000000 Penalty: 44658.785156
Iteration 187Q: 21 clusters Score -9.887202e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54609 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 52658 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123507 members 
Mstep: Class 11 contains 2649 members 
Mstep: Class 12 contains 163037 members 
Mstep: Class 13 contains 137275 members 
Mstep: Class 14 contains 18195 members 
Mstep: Class 15 contains 82530 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45921 members 
Mstep: Class 21 contains 31280 members 
Mstep: Class 22 contains 121898 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98872088.000000 Penalty: 44658.785156
Iteration 188Q: 21 clusters Score -9.887209e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54612 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 52809 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123477 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 162976 members 
Mstep: Class 13 contains 137198 members 
Mstep: Class 14 contains 18189 members 
Mstep: Class 15 contains 82596 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45919 members 
Mstep: Class 21 contains 31265 members 
Mstep: Class 22 contains 121923 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98872168.000000 Penalty: 44658.785156
Iteration 189Q: 21 clusters Score -9.887217e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54618 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 52978 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123452 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 162926 members 
Mstep: Class 13 contains 137111 members 
Mstep: Class 14 contains 18188 members 
Mstep: Class 15 contains 82669 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45911 members 
Mstep: Class 21 contains 31249 members 
Mstep: Class 22 contains 121938 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98872224.000000 Penalty: 44658.785156
Iteration 190Q: 21 clusters Score -9.887222e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 1938 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54621 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 53140 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123438 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 162880 members 
Mstep: Class 13 contains 137017 members 
Mstep: Class 14 contains 18189 members 
Mstep: Class 15 contains 82739 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45894 members 
Mstep: Class 21 contains 31238 members 
Mstep: Class 22 contains 121960 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98872312.000000 Penalty: 44658.785156
Iteration 191Q: 21 clusters Score -9.887231e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54621 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 53311 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123439 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 162831 members 
Mstep: Class 13 contains 136900 members 
Mstep: Class 14 contains 18188 members 
Mstep: Class 15 contains 82809 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 20 contains 45882 members 
Mstep: Class 21 contains 31223 members 
Mstep: Class 22 contains 121987 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98872616.000000 Penalty: 44658.785156
Iteration 192Q: 21 clusters Score -9.887262e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 1782 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 54622 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 53490 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123427 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 162782 members 
Mstep: Class 13 contains 136807 members 
Mstep: Class 14 contains 18188 members 
Mstep: Class 15 contains 82866 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45870 members 
Mstep: Class 21 contains 31202 members 
Mstep: Class 22 contains 122004 members 
Mstep: Class 23 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2198.002930 but Gain 2232.941406
Score: -98872704.000000 Penalty: 42425.843750
Iteration 193Q: 20 clusters Score -9.88727e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54625 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 54619 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123515 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 162789 members 
Mstep: Class 13 contains 136964 members 
Mstep: Class 14 contains 18222 members 
Mstep: Class 15 contains 82948 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45920 members 
Mstep: Class 21 contains 31246 members 
Mstep: Class 22 contains 122118 members 
Mstep: Class 23 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874472.000000 Penalty: 42425.843750
Iteration 194Q: 20 clusters Score -9.887447e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54631 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 55254 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 123403 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 162652 members 
Mstep: Class 13 contains 136718 members 
Mstep: Class 14 contains 18220 members 
Mstep: Class 15 contains 82998 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 31218 members 
Mstep: Class 22 contains 122084 members 
Mstep: Class 23 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874536.000000 Penalty: 42425.843750
Iteration 195Q: 20 clusters Score -9.887454e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54638 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 55814 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123323 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 162540 members 
Mstep: Class 13 contains 136485 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 83036 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45792 members 
Mstep: Class 21 contains 31186 members 
Mstep: Class 22 contains 122060 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874424.000000 Penalty: 42425.843750
Iteration 196Q: 20 clusters Score -9.887442e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54644 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 56299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123269 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 162439 members 
Mstep: Class 13 contains 136275 members 
Mstep: Class 14 contains 18209 members 
Mstep: Class 15 contains 83069 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45735 members 
Mstep: Class 21 contains 31152 members 
Mstep: Class 22 contains 122046 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874488.000000 Penalty: 42425.843750
Iteration 197Q: 20 clusters Score -9.887449e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54653 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 56727 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123219 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 12 contains 162355 members 
Mstep: Class 13 contains 136090 members 
Mstep: Class 14 contains 18200 members 
Mstep: Class 15 contains 83107 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45686 members 
Mstep: Class 21 contains 31105 members 
Mstep: Class 22 contains 122038 members 
Mstep: Class 23 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874368.000000 Penalty: 42425.843750
Iteration 198Q: 20 clusters Score -9.887437e+07 nChanged 667
Entering ConstructFrom: 
Score: -98874368.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (75456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Entering Unmasked Estep 
Score: -8293908.500000 Penalty: 1825.087036
	Iteration 0F: 2 clusters Score -8293908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -8243705.500000 Penalty: 3650.174072
	Iteration 0F: 3 clusters Score -8243706 nChanged 35817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8264183.000000 Penalty: 3650.174072
	Iteration 1F: 3 clusters Score -8264183 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -8264895.500000 Penalty: 3650.174072
	Iteration 2Q: 3 clusters Score -8264896 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -8265740.500000 Penalty: 3650.174072
	Iteration 3Q: 3 clusters Score -8265740 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -8266840.000000 Penalty: 3650.174072
	Iteration 4Q: 3 clusters Score -8266840 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8268310.500000 Penalty: 3650.174072
	Iteration 5Q: 3 clusters Score -8268310 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8270239.500000 Penalty: 3650.174072
	Iteration 6Q: 3 clusters Score -8270240 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -8272703.500000 Penalty: 3650.174072
	Iteration 7F: 3 clusters Score -8272704 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -8275633.500000 Penalty: 3650.174072
	Iteration 8F: 3 clusters Score -8275634 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -8278353.500000 Penalty: 3650.174072
	Iteration 9F: 3 clusters Score -8278354 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -8280740.000000 Penalty: 3650.174072
	Iteration 10Q: 3 clusters Score -8280740 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -8282696.500000 Penalty: 3650.174072
	Iteration 11Q: 3 clusters Score -8282696 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -8283808.500000 Penalty: 3650.174072
	Iteration 12Q: 3 clusters Score -8283808 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -8284559.500000 Penalty: 3650.174072
	Iteration 13Q: 3 clusters Score -8284560 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -8285092.500000 Penalty: 3650.174072
	Iteration 14Q: 3 clusters Score -8285092 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -8285672.500000 Penalty: 3650.174072
	Iteration 15Q: 3 clusters Score -8285672 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -8286225.500000 Penalty: 3650.174072
	Iteration 16Q: 3 clusters Score -8286226 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -8286805.000000 Penalty: 3650.174072
	Iteration 17Q: 3 clusters Score -8286805 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -8287442.000000 Penalty: 3650.174072
	Iteration 18Q: 3 clusters Score -8287442 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -8288103.500000 Penalty: 3650.174072
	Iteration 19Q: 3 clusters Score -8288104 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -8288698.000000 Penalty: 3650.174072
	Iteration 20F: 3 clusters Score -8288698 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -8289319.500000 Penalty: 3650.174072
	Iteration 21Q: 3 clusters Score -8289320 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -8289961.000000 Penalty: 3650.174072
	Iteration 22Q: 3 clusters Score -8289961 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -8290510.000000 Penalty: 3650.174072
	Iteration 23Q: 3 clusters Score -8290510 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -8291008.000000 Penalty: 3650.174072
	Iteration 24Q: 3 clusters Score -8291008 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -8291360.000000 Penalty: 3650.174072
	Iteration 25Q: 3 clusters Score -8291360 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -8291648.000000 Penalty: 3650.174072
	Iteration 26Q: 3 clusters Score -8291648 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -8291838.500000 Penalty: 3650.174072
	Iteration 27Q: 3 clusters Score -8291838 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -8291975.000000 Penalty: 3650.174072
	Iteration 28Q: 3 clusters Score -8291975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -8292064.000000 Penalty: 3650.174072
	Iteration 29Q: 3 clusters Score -8292064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -8292125.000000 Penalty: 3650.174072
	Iteration 30Q: 3 clusters Score -8292125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -8292164.500000 Penalty: 3650.174072
	Iteration 31Q: 3 clusters Score -8292164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -8292194.000000 Penalty: 3650.174072
	Iteration 32Q: 3 clusters Score -8292194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -8292215.000000 Penalty: 3650.174072
	Iteration 33Q: 3 clusters Score -8292215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -8292234.000000 Penalty: 3650.174072
	Iteration 34Q: 3 clusters Score -8292234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -8292233.500000 Penalty: 3650.174072
	Iteration 35Q: 3 clusters Score -8292234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -8292247.000000 Penalty: 3650.174072
	Iteration 36Q: 3 clusters Score -8292247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -8292261.000000 Penalty: 3650.174072
	Iteration 37Q: 3 clusters Score -8292261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -8292261.500000 Penalty: 3650.174072
	Iteration 38Q: 3 clusters Score -8292262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -8292273.500000 Penalty: 3650.174072
	Iteration 39Q: 3 clusters Score -8292274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -8292283.500000 Penalty: 3650.174072
	Iteration 40F: 3 clusters Score -8292284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -8292284.000000 Penalty: 3650.174072
	Iteration 41Q: 3 clusters Score -8292284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -8292289.500000 Penalty: 3650.174072
	Iteration 42Q: 3 clusters Score -8292290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -8292295.000000 Penalty: 3650.174072
	Iteration 43Q: 3 clusters Score -8292295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -8292303.500000 Penalty: 3650.174072
	Iteration 44Q: 3 clusters Score -8292304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -8292303.500000 Penalty: 3650.174072
	Iteration 45F: 3 clusters Score -8292304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -374722.937500 Penalty: 1335.114380
	Iteration 0F: 2 clusters Score -374722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -371582.343750 Penalty: 2670.228760
	Iteration 0F: 3 clusters Score -371582.3 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -372328.875000 Penalty: 2670.228760
	Iteration 1F: 3 clusters Score -372328.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -372505.437500 Penalty: 2670.228760
	Iteration 2F: 3 clusters Score -372505.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -372638.781250 Penalty: 2670.228760
	Iteration 3F: 3 clusters Score -372638.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372763.750000 Penalty: 2670.228760
	Iteration 4F: 3 clusters Score -372763.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -372895.750000 Penalty: 2670.228760
	Iteration 5F: 3 clusters Score -372895.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -373079.437500 Penalty: 2670.228760
	Iteration 6F: 3 clusters Score -373079.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -373315.562500 Penalty: 2670.228760
	Iteration 7F: 3 clusters Score -373315.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -373652.750000 Penalty: 2670.228760
	Iteration 8F: 3 clusters Score -373652.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -373920.875000 Penalty: 2670.228760
	Iteration 9F: 3 clusters Score -373920.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -374098.437500 Penalty: 2670.228760
	Iteration 10F: 3 clusters Score -374098.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -374206.156250 Penalty: 2670.228760
	Iteration 11Q: 3 clusters Score -374206.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -374284.250000 Penalty: 2670.228760
	Iteration 12Q: 3 clusters Score -374284.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -374319.437500 Penalty: 2670.228760
	Iteration 13Q: 3 clusters Score -374319.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -374336.625000 Penalty: 2670.228760
	Iteration 14Q: 3 clusters Score -374336.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -374348.500000 Penalty: 2670.228760
	Iteration 15Q: 3 clusters Score -374348.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -374356.750000 Penalty: 2670.228760
	Iteration 16Q: 3 clusters Score -374356.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -374363.218750 Penalty: 2670.228760
	Iteration 17Q: 3 clusters Score -374363.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -374368.156250 Penalty: 2670.228760
	Iteration 18Q: 3 clusters Score -374368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -374371.250000 Penalty: 2670.228760
	Iteration 19Q: 3 clusters Score -374371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -374375.187500 Penalty: 2670.228760
	Iteration 20F: 3 clusters Score -374375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -374375.656250 Penalty: 2670.228760
	Iteration 21Q: 3 clusters Score -374375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -374377.218750 Penalty: 2670.228760
	Iteration 22Q: 3 clusters Score -374377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -374378.468750 Penalty: 2670.228760
	Iteration 23Q: 3 clusters Score -374378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -374379.000000 Penalty: 2670.228760
	Iteration 24Q: 3 clusters Score -374379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -374379.843750 Penalty: 2670.228760
	Iteration 25Q: 3 clusters Score -374379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -374380.250000 Penalty: 2670.228760
	Iteration 26Q: 3 clusters Score -374380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -374380.250000 Penalty: 2670.228760
	Iteration 27F: 3 clusters Score -374380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Entering Unmasked Estep 
Score: -5742649.500000 Penalty: 1772.691162
	Iteration 0F: 2 clusters Score -5742650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -5706173.500000 Penalty: 3545.382324
	Iteration 0F: 3 clusters Score -5706174 nChanged 25783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -5720894.500000 Penalty: 3545.382324
	Iteration 1F: 3 clusters Score -5720894 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -5721853.500000 Penalty: 3545.382324
	Iteration 2Q: 3 clusters Score -5721854 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5723320.000000 Penalty: 3545.382324
	Iteration 3F: 3 clusters Score -5723320 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5725800.500000 Penalty: 3545.382324
	Iteration 4F: 3 clusters Score -5725800 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -5729725.500000 Penalty: 3545.382324
	Iteration 5F: 3 clusters Score -5729726 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -5734662.500000 Penalty: 3545.382324
	Iteration 6F: 3 clusters Score -5734662 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -5738465.500000 Penalty: 3545.382324
	Iteration 7F: 3 clusters Score -5738466 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -5740346.000000 Penalty: 3545.382324
	Iteration 8Q: 3 clusters Score -5740346 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -5740987.500000 Penalty: 3545.382324
	Iteration 9Q: 3 clusters Score -5740988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -5741230.000000 Penalty: 3545.382324
	Iteration 10Q: 3 clusters Score -5741230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -5741340.000000 Penalty: 3545.382324
	Iteration 11Q: 3 clusters Score -5741340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -5741403.000000 Penalty: 3545.382324
	Iteration 12Q: 3 clusters Score -5741403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -5741448.000000 Penalty: 3545.382324
	Iteration 13Q: 3 clusters Score -5741448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -5741505.500000 Penalty: 3545.382324
	Iteration 14Q: 3 clusters Score -5741506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -5741546.000000 Penalty: 3545.382324
	Iteration 15Q: 3 clusters Score -5741546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -5741600.500000 Penalty: 3545.382324
	Iteration 16Q: 3 clusters Score -5741600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -5741735.500000 Penalty: 3545.382324
	Iteration 17Q: 3 clusters Score -5741736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -5741856.500000 Penalty: 3545.382324
	Iteration 18Q: 3 clusters Score -5741856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -5741918.500000 Penalty: 3545.382324
	Iteration 19Q: 3 clusters Score -5741918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -5741956.000000 Penalty: 3545.382324
	Iteration 20F: 3 clusters Score -5741956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -5741979.000000 Penalty: 3545.382324
	Iteration 21Q: 3 clusters Score -5741979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -5741987.500000 Penalty: 3545.382324
	Iteration 22Q: 3 clusters Score -5741988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -5742000.000000 Penalty: 3545.382324
	Iteration 23Q: 3 clusters Score -5742000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5741999.500000 Penalty: 3545.382324
	Iteration 24Q: 3 clusters Score -5742000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -5741998.000000 Penalty: 3545.382324
	Iteration 25Q: 3 clusters Score -5741998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5741997.500000 Penalty: 3545.382324
	Iteration 26Q: 3 clusters Score -5741998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5741997.500000 Penalty: 3545.382324
	Iteration 27F: 3 clusters Score -5741998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -115696.148438 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -115696.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114198.289062 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -114198.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114463.804688 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -114463.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114540.492188 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -114540.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114581.820312 Penalty: 2263.651123
	Iteration 3Q: 3 clusters Score -114581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114602.109375 Penalty: 2263.651123
	Iteration 4Q: 3 clusters Score -114602.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114620.734375 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -114620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114630.640625 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -114630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -114636.062500 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -114636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114641.437500 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -114641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114646.101562 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -114646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114649.843750 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -114649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -114656.953125 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -114657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114660.109375 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -114660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114665.656250 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -114665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114670.234375 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -114670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114673.570312 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -114673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114675.539062 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -114675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114676.703125 Penalty: 2263.651123
	Iteration 17Q: 3 clusters Score -114676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114678.750000 Penalty: 2263.651123
	Iteration 18Q: 3 clusters Score -114678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114679.218750 Penalty: 2263.651123
	Iteration 19Q: 3 clusters Score -114679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114679.218750 Penalty: 2263.651123
	Iteration 20F: 3 clusters Score -114679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -246498.343750 Penalty: 1254.502930
	Iteration 0F: 2 clusters Score -246498.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -244258.046875 Penalty: 2509.005859
	Iteration 0F: 3 clusters Score -244258 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -244767.890625 Penalty: 2509.005859
	Iteration 1F: 3 clusters Score -244767.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -244853.500000 Penalty: 2509.005859
	Iteration 2F: 3 clusters Score -244853.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -244902.828125 Penalty: 2509.005859
	Iteration 3Q: 3 clusters Score -244902.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -244937.375000 Penalty: 2509.005859
	Iteration 4Q: 3 clusters Score -244937.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -244957.343750 Penalty: 2509.005859
	Iteration 5Q: 3 clusters Score -244957.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -244975.578125 Penalty: 2509.005859
	Iteration 6Q: 3 clusters Score -244975.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -244991.796875 Penalty: 2509.005859
	Iteration 7Q: 3 clusters Score -244991.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -245004.578125 Penalty: 2509.005859
	Iteration 8Q: 3 clusters Score -245004.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -245015.578125 Penalty: 2509.005859
	Iteration 9Q: 3 clusters Score -245015.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -245034.000000 Penalty: 2509.005859
	Iteration 10Q: 3 clusters Score -245034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -245050.578125 Penalty: 2509.005859
	Iteration 11Q: 3 clusters Score -245050.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -245067.562500 Penalty: 2509.005859
	Iteration 12Q: 3 clusters Score -245067.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -245077.468750 Penalty: 2509.005859
	Iteration 13Q: 3 clusters Score -245077.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245083.343750 Penalty: 2509.005859
	Iteration 14Q: 3 clusters Score -245083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -245089.125000 Penalty: 2509.005859
	Iteration 15Q: 3 clusters Score -245089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245092.421875 Penalty: 2509.005859
	Iteration 16Q: 3 clusters Score -245092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -245096.046875 Penalty: 2509.005859
	Iteration 17Q: 3 clusters Score -245096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -245097.515625 Penalty: 2509.005859
	Iteration 18Q: 3 clusters Score -245097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -245100.062500 Penalty: 2509.005859
	Iteration 19Q: 3 clusters Score -245100.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -245106.203125 Penalty: 2509.005859
	Iteration 20F: 3 clusters Score -245106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -245110.859375 Penalty: 2509.005859
	Iteration 21Q: 3 clusters Score -245110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245113.765625 Penalty: 2509.005859
	Iteration 22Q: 3 clusters Score -245113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -245114.484375 Penalty: 2509.005859
	Iteration 23Q: 3 clusters Score -245114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -245116.468750 Penalty: 2509.005859
	Iteration 24Q: 3 clusters Score -245116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245118.187500 Penalty: 2509.005859
	Iteration 25Q: 3 clusters Score -245118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245119.875000 Penalty: 2509.005859
	Iteration 26Q: 3 clusters Score -245119.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -245122.390625 Penalty: 2509.005859
	Iteration 27Q: 3 clusters Score -245122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -245124.453125 Penalty: 2509.005859
	Iteration 28Q: 3 clusters Score -245124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245126.359375 Penalty: 2509.005859
	Iteration 29Q: 3 clusters Score -245126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -245127.500000 Penalty: 2509.005859
	Iteration 30Q: 3 clusters Score -245127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -245128.203125 Penalty: 2509.005859
	Iteration 31Q: 3 clusters Score -245128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -245131.437500 Penalty: 2509.005859
	Iteration 32Q: 3 clusters Score -245131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -245135.156250 Penalty: 2509.005859
	Iteration 33Q: 3 clusters Score -245135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -245136.640625 Penalty: 2509.005859
	Iteration 34Q: 3 clusters Score -245136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -245142.250000 Penalty: 2509.005859
	Iteration 35Q: 3 clusters Score -245142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -245146.156250 Penalty: 2509.005859
	Iteration 36Q: 3 clusters Score -245146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -245148.500000 Penalty: 2509.005859
	Iteration 37Q: 3 clusters Score -245148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -245150.031250 Penalty: 2509.005859
	Iteration 38Q: 3 clusters Score -245150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -245150.734375 Penalty: 2509.005859
	Iteration 39Q: 3 clusters Score -245150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -245150.906250 Penalty: 2509.005859
	Iteration 40F: 3 clusters Score -245150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -245151.296875 Penalty: 2509.005859
	Iteration 41Q: 3 clusters Score -245151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -245151.718750 Penalty: 2509.005859
	Iteration 42Q: 3 clusters Score -245151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -245152.375000 Penalty: 2509.005859
	Iteration 43Q: 3 clusters Score -245152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -245152.578125 Penalty: 2509.005859
	Iteration 44Q: 3 clusters Score -245152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -245152.578125 Penalty: 2509.005859
	Iteration 45F: 3 clusters Score -245152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Entering Unmasked Estep 
Score: -6281857.500000 Penalty: 1779.842041
	Iteration 0F: 2 clusters Score -6281858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -6243941.500000 Penalty: 3559.684082
	Iteration 0F: 3 clusters Score -6243942 nChanged 26767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -6258697.500000 Penalty: 3559.684082
	Iteration 1F: 3 clusters Score -6258698 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6259100.000000 Penalty: 3559.684082
	Iteration 2Q: 3 clusters Score -6259100 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6259475.000000 Penalty: 3559.684082
	Iteration 3Q: 3 clusters Score -6259475 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6259755.000000 Penalty: 3559.684082
	Iteration 4Q: 3 clusters Score -6259755 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -6260091.000000 Penalty: 3559.684082
	Iteration 5Q: 3 clusters Score -6260091 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6260381.500000 Penalty: 3559.684082
	Iteration 6Q: 3 clusters Score -6260382 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6260749.000000 Penalty: 3559.684082
	Iteration 7Q: 3 clusters Score -6260749 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6261224.000000 Penalty: 3559.684082
	Iteration 8Q: 3 clusters Score -6261224 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -6261974.000000 Penalty: 3559.684082
	Iteration 9Q: 3 clusters Score -6261974 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6263116.500000 Penalty: 3559.684082
	Iteration 10Q: 3 clusters Score -6263116 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6264911.500000 Penalty: 3559.684082
	Iteration 11Q: 3 clusters Score -6264912 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6267367.500000 Penalty: 3559.684082
	Iteration 12F: 3 clusters Score -6267368 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6270031.500000 Penalty: 3559.684082
	Iteration 13F: 3 clusters Score -6270032 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6271697.500000 Penalty: 3559.684082
	Iteration 14F: 3 clusters Score -6271698 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -6272465.000000 Penalty: 3559.684082
	Iteration 15Q: 3 clusters Score -6272465 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -6272929.000000 Penalty: 3559.684082
	Iteration 16Q: 3 clusters Score -6272929 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -6273356.000000 Penalty: 3559.684082
	Iteration 17Q: 3 clusters Score -6273356 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -6273825.000000 Penalty: 3559.684082
	Iteration 18Q: 3 clusters Score -6273825 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -6274222.000000 Penalty: 3559.684082
	Iteration 19Q: 3 clusters Score -6274222 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -6274624.500000 Penalty: 3559.684082
	Iteration 20F: 3 clusters Score -6274624 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -6275100.500000 Penalty: 3559.684082
	Iteration 21Q: 3 clusters Score -6275100 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -6275546.000000 Penalty: 3559.684082
	Iteration 22Q: 3 clusters Score -6275546 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -6275956.500000 Penalty: 3559.684082
	Iteration 23Q: 3 clusters Score -6275956 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -6276349.500000 Penalty: 3559.684082
	Iteration 24Q: 3 clusters Score -6276350 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -6276686.000000 Penalty: 3559.684082
	Iteration 25Q: 3 clusters Score -6276686 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -6277038.500000 Penalty: 3559.684082
	Iteration 26Q: 3 clusters Score -6277038 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -6277474.500000 Penalty: 3559.684082
	Iteration 27Q: 3 clusters Score -6277474 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -6277849.500000 Penalty: 3559.684082
	Iteration 28Q: 3 clusters Score -6277850 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -6278146.000000 Penalty: 3559.684082
	Iteration 29Q: 3 clusters Score -6278146 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6278460.000000 Penalty: 3559.684082
	Iteration 30Q: 3 clusters Score -6278460 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -6278722.500000 Penalty: 3559.684082
	Iteration 31Q: 3 clusters Score -6278722 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -6278956.000000 Penalty: 3559.684082
	Iteration 32Q: 3 clusters Score -6278956 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6279141.500000 Penalty: 3559.684082
	Iteration 33Q: 3 clusters Score -6279142 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6279300.500000 Penalty: 3559.684082
	Iteration 34Q: 3 clusters Score -6279300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6279485.500000 Penalty: 3559.684082
	Iteration 35Q: 3 clusters Score -6279486 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6279578.500000 Penalty: 3559.684082
	Iteration 36Q: 3 clusters Score -6279578 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6279661.500000 Penalty: 3559.684082
	Iteration 37Q: 3 clusters Score -6279662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6279762.000000 Penalty: 3559.684082
	Iteration 38Q: 3 clusters Score -6279762 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6279847.500000 Penalty: 3559.684082
	Iteration 39Q: 3 clusters Score -6279848 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6279926.500000 Penalty: 3559.684082
	Iteration 40F: 3 clusters Score -6279926 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6279986.500000 Penalty: 3559.684082
	Iteration 41Q: 3 clusters Score -6279986 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6280059.500000 Penalty: 3559.684082
	Iteration 42Q: 3 clusters Score -6280060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6280099.500000 Penalty: 3559.684082
	Iteration 43Q: 3 clusters Score -6280100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6280159.500000 Penalty: 3559.684082
	Iteration 44Q: 3 clusters Score -6280160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6280195.000000 Penalty: 3559.684082
	Iteration 45Q: 3 clusters Score -6280195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6280225.500000 Penalty: 3559.684082
	Iteration 46Q: 3 clusters Score -6280226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6280260.500000 Penalty: 3559.684082
	Iteration 47Q: 3 clusters Score -6280260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6280300.000000 Penalty: 3559.684082
	Iteration 48Q: 3 clusters Score -6280300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6280330.000000 Penalty: 3559.684082
	Iteration 49Q: 3 clusters Score -6280330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6280337.500000 Penalty: 3559.684082
	Iteration 50Q: 3 clusters Score -6280338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6280360.000000 Penalty: 3559.684082
	Iteration 51Q: 3 clusters Score -6280360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6280378.000000 Penalty: 3559.684082
	Iteration 52Q: 3 clusters Score -6280378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6280380.500000 Penalty: 3559.684082
	Iteration 53Q: 3 clusters Score -6280380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6280385.500000 Penalty: 3559.684082
	Iteration 54Q: 3 clusters Score -6280386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6280395.000000 Penalty: 3559.684082
	Iteration 55Q: 3 clusters Score -6280395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6280401.500000 Penalty: 3559.684082
	Iteration 56Q: 3 clusters Score -6280402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6280412.000000 Penalty: 3559.684082
	Iteration 57Q: 3 clusters Score -6280412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6280411.000000 Penalty: 3559.684082
	Iteration 58Q: 3 clusters Score -6280411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6280422.500000 Penalty: 3559.684082
	Iteration 59Q: 3 clusters Score -6280422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6280424.000000 Penalty: 3559.684082
	Iteration 60F: 3 clusters Score -6280424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6280420.000000 Penalty: 3559.684082
	Iteration 61Q: 3 clusters Score -6280420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6280423.500000 Penalty: 3559.684082
	Iteration 62Q: 3 clusters Score -6280424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6280424.000000 Penalty: 3559.684082
	Iteration 63Q: 3 clusters Score -6280424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6280420.000000 Penalty: 3559.684082
	Iteration 64Q: 3 clusters Score -6280420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6280426.500000 Penalty: 3559.684082
	Iteration 65Q: 3 clusters Score -6280426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6280426.000000 Penalty: 3559.684082
	Iteration 66Q: 3 clusters Score -6280426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6280435.500000 Penalty: 3559.684082
	Iteration 67Q: 3 clusters Score -6280436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6280429.000000 Penalty: 3559.684082
	Iteration 68Q: 3 clusters Score -6280429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6280436.500000 Penalty: 3559.684082
	Iteration 69Q: 3 clusters Score -6280436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6280443.500000 Penalty: 3559.684082
	Iteration 70Q: 3 clusters Score -6280444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6280443.500000 Penalty: 3559.684082
	Iteration 71Q: 3 clusters Score -6280444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6280443.000000 Penalty: 3559.684082
	Iteration 72Q: 3 clusters Score -6280443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6280445.000000 Penalty: 3559.684082
	Iteration 73Q: 3 clusters Score -6280445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6280442.000000 Penalty: 3559.684082
	Iteration 74Q: 3 clusters Score -6280442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6280442.000000 Penalty: 3559.684082
	Iteration 75F: 3 clusters Score -6280442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -43303.652344 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -43303.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42245.441406 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -42245.44 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42464.406250 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -42464.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42522.703125 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -42522.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42554.464844 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -42554.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42564.199219 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -42564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42568.128906 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -42568.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42568.507812 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -42568.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42568.507812 Penalty: 2010.517822
	Iteration 7F: 3 clusters Score -42568.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -357448.656250 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -357448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -354544.343750 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -354544.3 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -355194.687500 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -355194.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -355402.812500 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -355402.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -355585.187500 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -355585.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -355704.750000 Penalty: 2632.651123
	Iteration 4F: 3 clusters Score -355704.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -355805.906250 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -355805.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -355906.812500 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -355906.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -356001.500000 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -356001.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356093.937500 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -356093.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -356167.875000 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -356167.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -356244.093750 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -356244.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -356336.406250 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -356336.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -356423.093750 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -356423.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -356528.406250 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -356528.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -356633.718750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -356633.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -356714.218750 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -356714.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -356803.625000 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -356803.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -356905.062500 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -356905.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -356994.625000 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -356994.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -357035.656250 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -357035.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -357060.187500 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -357060.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -357080.625000 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -357080.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -357092.656250 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -357092.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -357098.562500 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -357098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -357103.625000 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -357103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -357107.406250 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -357107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -357108.531250 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -357108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -357109.156250 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -357109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -357111.625000 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -357111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -357113.781250 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -357113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -357114.937500 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -357114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -357116.000000 Penalty: 2632.651123
	Iteration 31Q: 3 clusters Score -357116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -357117.312500 Penalty: 2632.651123
	Iteration 32Q: 3 clusters Score -357117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -357118.156250 Penalty: 2632.651123
	Iteration 33Q: 3 clusters Score -357118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -357120.000000 Penalty: 2632.651123
	Iteration 34Q: 3 clusters Score -357120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -357122.312500 Penalty: 2632.651123
	Iteration 35Q: 3 clusters Score -357122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -357123.437500 Penalty: 2632.651123
	Iteration 36Q: 3 clusters Score -357123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -357123.937500 Penalty: 2632.651123
	Iteration 37Q: 3 clusters Score -357123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -357125.781250 Penalty: 2632.651123
	Iteration 38Q: 3 clusters Score -357125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -357128.062500 Penalty: 2632.651123
	Iteration 39Q: 3 clusters Score -357128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -357128.937500 Penalty: 2632.651123
	Iteration 40F: 3 clusters Score -357128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (123173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Entering Unmasked Estep 
Score: -13483355.000000 Penalty: 1904.718506
	Iteration 0F: 2 clusters Score -1.348336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -13400821.000000 Penalty: 3809.437012
	Iteration 0F: 3 clusters Score -1.340082e+07 nChanged 59322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -13435696.000000 Penalty: 3809.437012
	Iteration 1F: 3 clusters Score -1.34357e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -13436917.000000 Penalty: 3809.437012
	Iteration 2Q: 3 clusters Score -1.343692e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -13438756.000000 Penalty: 3809.437012
	Iteration 3Q: 3 clusters Score -1.343876e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -13442261.000000 Penalty: 3809.437012
	Iteration 4F: 3 clusters Score -1.344226e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -13448115.000000 Penalty: 3809.437012
	Iteration 5F: 3 clusters Score -1.344812e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -13457077.000000 Penalty: 3809.437012
	Iteration 6F: 3 clusters Score -1.345708e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -13467606.000000 Penalty: 3809.437012
	Iteration 7F: 3 clusters Score -1.346761e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -13475235.000000 Penalty: 3809.437012
	Iteration 8F: 3 clusters Score -1.347524e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -13479072.000000 Penalty: 3809.437012
	Iteration 9Q: 3 clusters Score -1.347907e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13480741.000000 Penalty: 3809.437012
	Iteration 10Q: 3 clusters Score -1.348074e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13481321.000000 Penalty: 3809.437012
	Iteration 11Q: 3 clusters Score -1.348132e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122361 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13481552.000000 Penalty: 3809.437012
	Iteration 12Q: 3 clusters Score -1.348155e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122484 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13481636.000000 Penalty: 3809.437012
	Iteration 13Q: 3 clusters Score -1.348164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13481677.000000 Penalty: 3809.437012
	Iteration 14Q: 3 clusters Score -1.348168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122579 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13481721.000000 Penalty: 3809.437012
	Iteration 15Q: 3 clusters Score -1.348172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13481755.000000 Penalty: 3809.437012
	Iteration 16Q: 3 clusters Score -1.348176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13481772.000000 Penalty: 3809.437012
	Iteration 17Q: 3 clusters Score -1.348177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13481804.000000 Penalty: 3809.437012
	Iteration 18Q: 3 clusters Score -1.34818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122654 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13481817.000000 Penalty: 3809.437012
	Iteration 19Q: 3 clusters Score -1.348182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13481829.000000 Penalty: 3809.437012
	Iteration 20F: 3 clusters Score -1.348183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13481837.000000 Penalty: 3809.437012
	Iteration 21Q: 3 clusters Score -1.348184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122654 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13481833.000000 Penalty: 3809.437012
	Iteration 22Q: 3 clusters Score -1.348183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13481836.000000 Penalty: 3809.437012
	Iteration 23Q: 3 clusters Score -1.348184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122658 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13481836.000000 Penalty: 3809.437012
	Iteration 24Q: 3 clusters Score -1.348184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13481834.000000 Penalty: 3809.437012
	Iteration 25Q: 3 clusters Score -1.348183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13481834.000000 Penalty: 3809.437012
	Iteration 26F: 3 clusters Score -1.348183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -286767.437500 Penalty: 1280.261841
	Iteration 0F: 2 clusters Score -286767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -284277.968750 Penalty: 2560.523682
	Iteration 0F: 3 clusters Score -284278 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -284907.062500 Penalty: 2560.523682
	Iteration 1F: 3 clusters Score -284907.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285033.375000 Penalty: 2560.523682
	Iteration 2F: 3 clusters Score -285033.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285120.531250 Penalty: 2560.523682
	Iteration 3Q: 3 clusters Score -285120.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285201.000000 Penalty: 2560.523682
	Iteration 4Q: 3 clusters Score -285201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -285285.500000 Penalty: 2560.523682
	Iteration 5Q: 3 clusters Score -285285.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -285374.281250 Penalty: 2560.523682
	Iteration 6Q: 3 clusters Score -285374.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -285444.468750 Penalty: 2560.523682
	Iteration 7Q: 3 clusters Score -285444.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -285518.312500 Penalty: 2560.523682
	Iteration 8Q: 3 clusters Score -285518.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -285565.312500 Penalty: 2560.523682
	Iteration 9Q: 3 clusters Score -285565.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -285604.875000 Penalty: 2560.523682
	Iteration 10Q: 3 clusters Score -285604.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -285636.468750 Penalty: 2560.523682
	Iteration 11Q: 3 clusters Score -285636.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -285664.937500 Penalty: 2560.523682
	Iteration 12Q: 3 clusters Score -285664.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -285689.406250 Penalty: 2560.523682
	Iteration 13Q: 3 clusters Score -285689.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -285713.812500 Penalty: 2560.523682
	Iteration 14Q: 3 clusters Score -285713.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -285733.281250 Penalty: 2560.523682
	Iteration 15Q: 3 clusters Score -285733.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -285749.437500 Penalty: 2560.523682
	Iteration 16Q: 3 clusters Score -285749.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -285762.750000 Penalty: 2560.523682
	Iteration 17Q: 3 clusters Score -285762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -285765.906250 Penalty: 2560.523682
	Iteration 18Q: 3 clusters Score -285765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -285768.625000 Penalty: 2560.523682
	Iteration 19Q: 3 clusters Score -285768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -285770.500000 Penalty: 2560.523682
	Iteration 20F: 3 clusters Score -285770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -285774.406250 Penalty: 2560.523682
	Iteration 21Q: 3 clusters Score -285774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -285776.875000 Penalty: 2560.523682
	Iteration 22Q: 3 clusters Score -285776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -285778.031250 Penalty: 2560.523682
	Iteration 23Q: 3 clusters Score -285778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -285778.750000 Penalty: 2560.523682
	Iteration 24Q: 3 clusters Score -285778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -285781.812500 Penalty: 2560.523682
	Iteration 25Q: 3 clusters Score -285781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -285783.281250 Penalty: 2560.523682
	Iteration 26Q: 3 clusters Score -285783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -285783.593750 Penalty: 2560.523682
	Iteration 27Q: 3 clusters Score -285783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -285784.343750 Penalty: 2560.523682
	Iteration 28Q: 3 clusters Score -285784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -285785.593750 Penalty: 2560.523682
	Iteration 29Q: 3 clusters Score -285785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -285786.375000 Penalty: 2560.523682
	Iteration 30Q: 3 clusters Score -285786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -285787.500000 Penalty: 2560.523682
	Iteration 31Q: 3 clusters Score -285787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -285789.781250 Penalty: 2560.523682
	Iteration 32Q: 3 clusters Score -285789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -285789.937500 Penalty: 2560.523682
	Iteration 33Q: 3 clusters Score -285789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -285789.937500 Penalty: 2560.523682
	Iteration 34F: 3 clusters Score -285789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162314 members 
Entering Unmasked Estep 
Score: -17518864.000000 Penalty: 1949.559204
	Iteration 0F: 2 clusters Score -1.751886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -17413434.000000 Penalty: 3899.118408
	Iteration 0F: 3 clusters Score -1.741343e+07 nChanged 78273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -17459404.000000 Penalty: 3899.118408
	Iteration 1F: 3 clusters Score -1.74594e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -17460472.000000 Penalty: 3899.118408
	Iteration 2Q: 3 clusters Score -1.746047e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -17461822.000000 Penalty: 3899.118408
	Iteration 3Q: 3 clusters Score -1.746182e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -17464250.000000 Penalty: 3899.118408
	Iteration 4Q: 3 clusters Score -1.746425e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -17468614.000000 Penalty: 3899.118408
	Iteration 5F: 3 clusters Score -1.746861e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -17476012.000000 Penalty: 3899.118408
	Iteration 6F: 3 clusters Score -1.747601e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -17486784.000000 Penalty: 3899.118408
	Iteration 7F: 3 clusters Score -1.748678e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -17498738.000000 Penalty: 3899.118408
	Iteration 8F: 3 clusters Score -1.749874e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -17506326.000000 Penalty: 3899.118408
	Iteration 9F: 3 clusters Score -1.750633e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129039 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -17509448.000000 Penalty: 3899.118408
	Iteration 10Q: 3 clusters Score -1.750945e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -17511334.000000 Penalty: 3899.118408
	Iteration 11Q: 3 clusters Score -1.751133e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133549 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -17512766.000000 Penalty: 3899.118408
	Iteration 12Q: 3 clusters Score -1.751277e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135456 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -17514014.000000 Penalty: 3899.118408
	Iteration 13Q: 3 clusters Score -1.751401e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -17515128.000000 Penalty: 3899.118408
	Iteration 14Q: 3 clusters Score -1.751513e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -17516116.000000 Penalty: 3899.118408
	Iteration 15Q: 3 clusters Score -1.751612e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -17517040.000000 Penalty: 3899.118408
	Iteration 16Q: 3 clusters Score -1.751704e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -17517584.000000 Penalty: 3899.118408
	Iteration 17Q: 3 clusters Score -1.751758e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -17518100.000000 Penalty: 3899.118408
	Iteration 18Q: 3 clusters Score -1.75181e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -17518450.000000 Penalty: 3899.118408
	Iteration 19Q: 3 clusters Score -1.751845e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -17518772.000000 Penalty: 3899.118408
	Iteration 20F: 3 clusters Score -1.751877e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -17518930.000000 Penalty: 3899.118408
	Iteration 21Q: 3 clusters Score -1.751893e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -17519032.000000 Penalty: 3899.118408
	Iteration 22Q: 3 clusters Score -1.751903e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147975 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -17519130.000000 Penalty: 3899.118408
	Iteration 23Q: 3 clusters Score -1.751913e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148729 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -17519186.000000 Penalty: 3899.118408
	Iteration 24Q: 3 clusters Score -1.751919e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -17519206.000000 Penalty: 3899.118408
	Iteration 25Q: 3 clusters Score -1.751921e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -17519216.000000 Penalty: 3899.118408
	Iteration 26Q: 3 clusters Score -1.751922e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -17519220.000000 Penalty: 3899.118408
	Iteration 27Q: 3 clusters Score -1.751922e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -17519226.000000 Penalty: 3899.118408
	Iteration 28Q: 3 clusters Score -1.751923e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -17519202.000000 Penalty: 3899.118408
	Iteration 29Q: 3 clusters Score -1.75192e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152600 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -17519220.000000 Penalty: 3899.118408
	Iteration 30Q: 3 clusters Score -1.751922e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153077 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -17519260.000000 Penalty: 3899.118408
	Iteration 31Q: 3 clusters Score -1.751926e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -17519202.000000 Penalty: 3899.118408
	Iteration 32Q: 3 clusters Score -1.75192e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153922 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -17519160.000000 Penalty: 3899.118408
	Iteration 33Q: 3 clusters Score -1.751916e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -17519164.000000 Penalty: 3899.118408
	Iteration 34Q: 3 clusters Score -1.751916e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -17519128.000000 Penalty: 3899.118408
	Iteration 35Q: 3 clusters Score -1.751913e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -17519112.000000 Penalty: 3899.118408
	Iteration 36Q: 3 clusters Score -1.751911e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -17518958.000000 Penalty: 3899.118408
	Iteration 37Q: 3 clusters Score -1.751896e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -17518958.000000 Penalty: 3899.118408
	Iteration 38Q: 3 clusters Score -1.751896e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -17518990.000000 Penalty: 3899.118408
	Iteration 39Q: 3 clusters Score -1.751899e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -17518978.000000 Penalty: 3899.118408
	Iteration 40F: 3 clusters Score -1.751898e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -17518984.000000 Penalty: 3899.118408
	Iteration 41Q: 3 clusters Score -1.751898e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -17518944.000000 Penalty: 3899.118408
	Iteration 42Q: 3 clusters Score -1.751894e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156782 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -17518872.000000 Penalty: 3899.118408
	Iteration 43Q: 3 clusters Score -1.751887e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -17518854.000000 Penalty: 3899.118408
	Iteration 44Q: 3 clusters Score -1.751885e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157101 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -17518866.000000 Penalty: 3899.118408
	Iteration 45Q: 3 clusters Score -1.751887e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -17518852.000000 Penalty: 3899.118408
	Iteration 46Q: 3 clusters Score -1.751885e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -17518850.000000 Penalty: 3899.118408
	Iteration 47Q: 3 clusters Score -1.751885e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -17518846.000000 Penalty: 3899.118408
	Iteration 48Q: 3 clusters Score -1.751885e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -17518828.000000 Penalty: 3899.118408
	Iteration 49Q: 3 clusters Score -1.751883e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -17518808.000000 Penalty: 3899.118408
	Iteration 50Q: 3 clusters Score -1.751881e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -17518770.000000 Penalty: 3899.118408
	Iteration 51Q: 3 clusters Score -1.751877e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157835 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -17518762.000000 Penalty: 3899.118408
	Iteration 52Q: 3 clusters Score -1.751876e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157918 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -17518744.000000 Penalty: 3899.118408
	Iteration 53Q: 3 clusters Score -1.751874e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -17518702.000000 Penalty: 3899.118408
	Iteration 54Q: 3 clusters Score -1.75187e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -17518688.000000 Penalty: 3899.118408
	Iteration 55Q: 3 clusters Score -1.751869e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -17518684.000000 Penalty: 3899.118408
	Iteration 56Q: 3 clusters Score -1.751868e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -17518712.000000 Penalty: 3899.118408
	Iteration 57Q: 3 clusters Score -1.751871e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -17518694.000000 Penalty: 3899.118408
	Iteration 58Q: 3 clusters Score -1.751869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158401 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -17518664.000000 Penalty: 3899.118408
	Iteration 59Q: 3 clusters Score -1.751866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -17518658.000000 Penalty: 3899.118408
	Iteration 60F: 3 clusters Score -1.751866e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -17518638.000000 Penalty: 3899.118408
	Iteration 61Q: 3 clusters Score -1.751864e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17518584.000000 Penalty: 3899.118408
	Iteration 62Q: 3 clusters Score -1.751858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -17518598.000000 Penalty: 3899.118408
	Iteration 63Q: 3 clusters Score -1.75186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -17518580.000000 Penalty: 3899.118408
	Iteration 64Q: 3 clusters Score -1.751858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -17518592.000000 Penalty: 3899.118408
	Iteration 65Q: 3 clusters Score -1.751859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158722 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -17518576.000000 Penalty: 3899.118408
	Iteration 66Q: 3 clusters Score -1.751858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17518554.000000 Penalty: 3899.118408
	Iteration 67Q: 3 clusters Score -1.751855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158787 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -17518556.000000 Penalty: 3899.118408
	Iteration 68Q: 3 clusters Score -1.751856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -17518540.000000 Penalty: 3899.118408
	Iteration 69Q: 3 clusters Score -1.751854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -17518532.000000 Penalty: 3899.118408
	Iteration 70Q: 3 clusters Score -1.751853e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -17518518.000000 Penalty: 3899.118408
	Iteration 71Q: 3 clusters Score -1.751852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -17518510.000000 Penalty: 3899.118408
	Iteration 72Q: 3 clusters Score -1.751851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -17518498.000000 Penalty: 3899.118408
	Iteration 73Q: 3 clusters Score -1.75185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -17518504.000000 Penalty: 3899.118408
	Iteration 74Q: 3 clusters Score -1.75185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -17518516.000000 Penalty: 3899.118408
	Iteration 75Q: 3 clusters Score -1.751852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17518494.000000 Penalty: 3899.118408
	Iteration 76Q: 3 clusters Score -1.751849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -17518488.000000 Penalty: 3899.118408
	Iteration 77Q: 3 clusters Score -1.751849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159023 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -17518492.000000 Penalty: 3899.118408
	Iteration 78Q: 3 clusters Score -1.751849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -17518472.000000 Penalty: 3899.118408
	Iteration 79Q: 3 clusters Score -1.751847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -17518486.000000 Penalty: 3899.118408
	Iteration 80F: 3 clusters Score -1.751849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -17518468.000000 Penalty: 3899.118408
	Iteration 81Q: 3 clusters Score -1.751847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -17518470.000000 Penalty: 3899.118408
	Iteration 82Q: 3 clusters Score -1.751847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159149 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -17518452.000000 Penalty: 3899.118408
	Iteration 83Q: 3 clusters Score -1.751845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -17518428.000000 Penalty: 3899.118408
	Iteration 84Q: 3 clusters Score -1.751843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -17518420.000000 Penalty: 3899.118408
	Iteration 85Q: 3 clusters Score -1.751842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -17518402.000000 Penalty: 3899.118408
	Iteration 86Q: 3 clusters Score -1.75184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -17518416.000000 Penalty: 3899.118408
	Iteration 87Q: 3 clusters Score -1.751842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -17518428.000000 Penalty: 3899.118408
	Iteration 88Q: 3 clusters Score -1.751843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -17518420.000000 Penalty: 3899.118408
	Iteration 89Q: 3 clusters Score -1.751842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -17518414.000000 Penalty: 3899.118408
	Iteration 90Q: 3 clusters Score -1.751841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -17518404.000000 Penalty: 3899.118408
	Iteration 91Q: 3 clusters Score -1.75184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -17518392.000000 Penalty: 3899.118408
	Iteration 92Q: 3 clusters Score -1.751839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -17518374.000000 Penalty: 3899.118408
	Iteration 93Q: 3 clusters Score -1.751837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -17518364.000000 Penalty: 3899.118408
	Iteration 94Q: 3 clusters Score -1.751836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17518376.000000 Penalty: 3899.118408
	Iteration 95Q: 3 clusters Score -1.751838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -17518386.000000 Penalty: 3899.118408
	Iteration 96Q: 3 clusters Score -1.751839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -17518386.000000 Penalty: 3899.118408
	Iteration 97Q: 3 clusters Score -1.751839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -17518382.000000 Penalty: 3899.118408
	Iteration 98Q: 3 clusters Score -1.751838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17518386.000000 Penalty: 3899.118408
	Iteration 99Q: 3 clusters Score -1.751839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -17518366.000000 Penalty: 3899.118408
	Iteration 100F: 3 clusters Score -1.751837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -17518378.000000 Penalty: 3899.118408
	Iteration 101Q: 3 clusters Score -1.751838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -17518382.000000 Penalty: 3899.118408
	Iteration 102Q: 3 clusters Score -1.751838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -17518382.000000 Penalty: 3899.118408
	Iteration 103F: 3 clusters Score -1.751838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (135914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Entering Unmasked Estep 
Score: -14806146.000000 Penalty: 1920.713867
	Iteration 0F: 2 clusters Score -1.480615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -14715054.000000 Penalty: 3841.427734
	Iteration 0F: 3 clusters Score -1.471505e+07 nChanged 65695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -14754129.000000 Penalty: 3841.427734
	Iteration 1F: 3 clusters Score -1.475413e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -14755678.000000 Penalty: 3841.427734
	Iteration 2Q: 3 clusters Score -1.475568e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -14757683.000000 Penalty: 3841.427734
	Iteration 3Q: 3 clusters Score -1.475768e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -14760802.000000 Penalty: 3841.427734
	Iteration 4Q: 3 clusters Score -1.47608e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -14765595.000000 Penalty: 3841.427734
	Iteration 5F: 3 clusters Score -1.47656e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -14772065.000000 Penalty: 3841.427734
	Iteration 6F: 3 clusters Score -1.477206e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -14778809.000000 Penalty: 3841.427734
	Iteration 7F: 3 clusters Score -1.477881e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -14783933.000000 Penalty: 3841.427734
	Iteration 8F: 3 clusters Score -1.478393e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -14786620.000000 Penalty: 3841.427734
	Iteration 9Q: 3 clusters Score -1.478662e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -14787797.000000 Penalty: 3841.427734
	Iteration 10Q: 3 clusters Score -1.47878e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -14788671.000000 Penalty: 3841.427734
	Iteration 11Q: 3 clusters Score -1.478867e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -14789212.000000 Penalty: 3841.427734
	Iteration 12Q: 3 clusters Score -1.478921e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -14789760.000000 Penalty: 3841.427734
	Iteration 13Q: 3 clusters Score -1.478976e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -14790297.000000 Penalty: 3841.427734
	Iteration 14Q: 3 clusters Score -1.47903e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -14790760.000000 Penalty: 3841.427734
	Iteration 15Q: 3 clusters Score -1.479076e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -14791296.000000 Penalty: 3841.427734
	Iteration 16Q: 3 clusters Score -1.47913e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -14791827.000000 Penalty: 3841.427734
	Iteration 17Q: 3 clusters Score -1.479183e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -14792298.000000 Penalty: 3841.427734
	Iteration 18Q: 3 clusters Score -1.47923e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -14792736.000000 Penalty: 3841.427734
	Iteration 19Q: 3 clusters Score -1.479274e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -14793081.000000 Penalty: 3841.427734
	Iteration 20F: 3 clusters Score -1.479308e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -14793387.000000 Penalty: 3841.427734
	Iteration 21Q: 3 clusters Score -1.479339e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -14793653.000000 Penalty: 3841.427734
	Iteration 22Q: 3 clusters Score -1.479365e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -14793836.000000 Penalty: 3841.427734
	Iteration 23Q: 3 clusters Score -1.479384e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -14794051.000000 Penalty: 3841.427734
	Iteration 24Q: 3 clusters Score -1.479405e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -14794331.000000 Penalty: 3841.427734
	Iteration 25Q: 3 clusters Score -1.479433e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -14794533.000000 Penalty: 3841.427734
	Iteration 26Q: 3 clusters Score -1.479453e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -14794828.000000 Penalty: 3841.427734
	Iteration 27Q: 3 clusters Score -1.479483e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -14795182.000000 Penalty: 3841.427734
	Iteration 28Q: 3 clusters Score -1.479518e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -14795583.000000 Penalty: 3841.427734
	Iteration 29Q: 3 clusters Score -1.479558e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -14796017.000000 Penalty: 3841.427734
	Iteration 30Q: 3 clusters Score -1.479602e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -14796455.000000 Penalty: 3841.427734
	Iteration 31Q: 3 clusters Score -1.479646e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -14796877.000000 Penalty: 3841.427734
	Iteration 32Q: 3 clusters Score -1.479688e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -14797265.000000 Penalty: 3841.427734
	Iteration 33Q: 3 clusters Score -1.479726e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -14797748.000000 Penalty: 3841.427734
	Iteration 34Q: 3 clusters Score -1.479775e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -14798148.000000 Penalty: 3841.427734
	Iteration 35Q: 3 clusters Score -1.479815e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -14798523.000000 Penalty: 3841.427734
	Iteration 36Q: 3 clusters Score -1.479852e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -14798912.000000 Penalty: 3841.427734
	Iteration 37Q: 3 clusters Score -1.479891e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 95443 members 
Entering Unmasked Estep 
Score: -14799208.000000 Penalty: 3841.427734
	Iteration 38Q: 3 clusters Score -1.479921e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -14799493.000000 Penalty: 3841.427734
	Iteration 39Q: 3 clusters Score -1.479949e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -14799616.000000 Penalty: 3841.427734
	Iteration 40F: 3 clusters Score -1.479962e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -14799835.000000 Penalty: 3841.427734
	Iteration 41Q: 3 clusters Score -1.479984e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -14800029.000000 Penalty: 3841.427734
	Iteration 42Q: 3 clusters Score -1.480003e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -14800205.000000 Penalty: 3841.427734
	Iteration 43Q: 3 clusters Score -1.48002e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -14800392.000000 Penalty: 3841.427734
	Iteration 44Q: 3 clusters Score -1.480039e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -14800497.000000 Penalty: 3841.427734
	Iteration 45Q: 3 clusters Score -1.48005e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 103395 members 
Entering Unmasked Estep 
Score: -14800634.000000 Penalty: 3841.427734
	Iteration 46Q: 3 clusters Score -1.480063e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -14800687.000000 Penalty: 3841.427734
	Iteration 47Q: 3 clusters Score -1.480069e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -14800791.000000 Penalty: 3841.427734
	Iteration 48Q: 3 clusters Score -1.480079e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -14800890.000000 Penalty: 3841.427734
	Iteration 49Q: 3 clusters Score -1.480089e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -14800991.000000 Penalty: 3841.427734
	Iteration 50Q: 3 clusters Score -1.480099e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
Score: -14801047.000000 Penalty: 3841.427734
	Iteration 51Q: 3 clusters Score -1.480105e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -14801100.000000 Penalty: 3841.427734
	Iteration 52Q: 3 clusters Score -1.48011e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -14801106.000000 Penalty: 3841.427734
	Iteration 53Q: 3 clusters Score -1.480111e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -14801136.000000 Penalty: 3841.427734
	Iteration 54Q: 3 clusters Score -1.480114e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -14801155.000000 Penalty: 3841.427734
	Iteration 55Q: 3 clusters Score -1.480116e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -14801209.000000 Penalty: 3841.427734
	Iteration 56Q: 3 clusters Score -1.480121e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -14801297.000000 Penalty: 3841.427734
	Iteration 57Q: 3 clusters Score -1.48013e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -14801345.000000 Penalty: 3841.427734
	Iteration 58Q: 3 clusters Score -1.480134e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 110516 members 
Entering Unmasked Estep 
Score: -14801366.000000 Penalty: 3841.427734
	Iteration 59Q: 3 clusters Score -1.480137e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -14801366.000000 Penalty: 3841.427734
	Iteration 60F: 3 clusters Score -1.480137e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -14801416.000000 Penalty: 3841.427734
	Iteration 61Q: 3 clusters Score -1.480142e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -14801445.000000 Penalty: 3841.427734
	Iteration 62Q: 3 clusters Score -1.480144e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -14801490.000000 Penalty: 3841.427734
	Iteration 63Q: 3 clusters Score -1.480149e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -14801526.000000 Penalty: 3841.427734
	Iteration 64Q: 3 clusters Score -1.480153e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -14801543.000000 Penalty: 3841.427734
	Iteration 65Q: 3 clusters Score -1.480154e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -14801596.000000 Penalty: 3841.427734
	Iteration 66Q: 3 clusters Score -1.48016e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -14801646.000000 Penalty: 3841.427734
	Iteration 67Q: 3 clusters Score -1.480165e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -14801669.000000 Penalty: 3841.427734
	Iteration 68Q: 3 clusters Score -1.480167e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -14801718.000000 Penalty: 3841.427734
	Iteration 69Q: 3 clusters Score -1.480172e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 114228 members 
Entering Unmasked Estep 
Score: -14801746.000000 Penalty: 3841.427734
	Iteration 70Q: 3 clusters Score -1.480175e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 114494 members 
Entering Unmasked Estep 
Score: -14801780.000000 Penalty: 3841.427734
	Iteration 71Q: 3 clusters Score -1.480178e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -14801783.000000 Penalty: 3841.427734
	Iteration 72Q: 3 clusters Score -1.480178e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -14801798.000000 Penalty: 3841.427734
	Iteration 73Q: 3 clusters Score -1.48018e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -14801823.000000 Penalty: 3841.427734
	Iteration 74Q: 3 clusters Score -1.480182e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -14801845.000000 Penalty: 3841.427734
	Iteration 75Q: 3 clusters Score -1.480184e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -14801878.000000 Penalty: 3841.427734
	Iteration 76Q: 3 clusters Score -1.480188e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -14801891.000000 Penalty: 3841.427734
	Iteration 77Q: 3 clusters Score -1.480189e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 116345 members 
Entering Unmasked Estep 
Score: -14801906.000000 Penalty: 3841.427734
	Iteration 78Q: 3 clusters Score -1.480191e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -14801917.000000 Penalty: 3841.427734
	Iteration 79Q: 3 clusters Score -1.480192e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -14801927.000000 Penalty: 3841.427734
	Iteration 80F: 3 clusters Score -1.480193e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -14801982.000000 Penalty: 3841.427734
	Iteration 81Q: 3 clusters Score -1.480198e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 117317 members 
Entering Unmasked Estep 
Score: -14801963.000000 Penalty: 3841.427734
	Iteration 82Q: 3 clusters Score -1.480196e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -14802008.000000 Penalty: 3841.427734
	Iteration 83Q: 3 clusters Score -1.480201e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 117735 members 
Entering Unmasked Estep 
Score: -14802021.000000 Penalty: 3841.427734
	Iteration 84Q: 3 clusters Score -1.480202e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -14802061.000000 Penalty: 3841.427734
	Iteration 85Q: 3 clusters Score -1.480206e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -14802012.000000 Penalty: 3841.427734
	Iteration 86Q: 3 clusters Score -1.480201e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -14802038.000000 Penalty: 3841.427734
	Iteration 87Q: 3 clusters Score -1.480204e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -14802064.000000 Penalty: 3841.427734
	Iteration 88Q: 3 clusters Score -1.480206e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -14802063.000000 Penalty: 3841.427734
	Iteration 89Q: 3 clusters Score -1.480206e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 118798 members 
Entering Unmasked Estep 
Score: -14802042.000000 Penalty: 3841.427734
	Iteration 90Q: 3 clusters Score -1.480204e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -14802050.000000 Penalty: 3841.427734
	Iteration 91Q: 3 clusters Score -1.480205e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 119147 members 
Entering Unmasked Estep 
Score: -14802071.000000 Penalty: 3841.427734
	Iteration 92Q: 3 clusters Score -1.480207e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -14802094.000000 Penalty: 3841.427734
	Iteration 93Q: 3 clusters Score -1.480209e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -14802127.000000 Penalty: 3841.427734
	Iteration 94Q: 3 clusters Score -1.480213e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -14802107.000000 Penalty: 3841.427734
	Iteration 95Q: 3 clusters Score -1.480211e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -14802154.000000 Penalty: 3841.427734
	Iteration 96Q: 3 clusters Score -1.480215e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 119913 members 
Entering Unmasked Estep 
Score: -14802169.000000 Penalty: 3841.427734
	Iteration 97Q: 3 clusters Score -1.480217e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -14802174.000000 Penalty: 3841.427734
	Iteration 98Q: 3 clusters Score -1.480217e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -14802204.000000 Penalty: 3841.427734
	Iteration 99Q: 3 clusters Score -1.48022e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -14802205.000000 Penalty: 3841.427734
	Iteration 100F: 3 clusters Score -1.48022e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -14802215.000000 Penalty: 3841.427734
	Iteration 101Q: 3 clusters Score -1.480222e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -14802233.000000 Penalty: 3841.427734
	Iteration 102Q: 3 clusters Score -1.480223e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -14802209.000000 Penalty: 3841.427734
	Iteration 103Q: 3 clusters Score -1.480221e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 121244 members 
Entering Unmasked Estep 
Score: -14802211.000000 Penalty: 3841.427734
	Iteration 104Q: 3 clusters Score -1.480221e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 121513 members 
Entering Unmasked Estep 
Score: -14802262.000000 Penalty: 3841.427734
	Iteration 105Q: 3 clusters Score -1.480226e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -14802267.000000 Penalty: 3841.427734
	Iteration 106Q: 3 clusters Score -1.480227e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -14802270.000000 Penalty: 3841.427734
	Iteration 107Q: 3 clusters Score -1.480227e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 122396 members 
Entering Unmasked Estep 
Score: -14802334.000000 Penalty: 3841.427734
	Iteration 108Q: 3 clusters Score -1.480233e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -14802367.000000 Penalty: 3841.427734
	Iteration 109Q: 3 clusters Score -1.480237e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -14802393.000000 Penalty: 3841.427734
	Iteration 110Q: 3 clusters Score -1.480239e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 123415 members 
Entering Unmasked Estep 
Score: -14802395.000000 Penalty: 3841.427734
	Iteration 111Q: 3 clusters Score -1.48024e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -14802412.000000 Penalty: 3841.427734
	Iteration 112Q: 3 clusters Score -1.480241e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -14802426.000000 Penalty: 3841.427734
	Iteration 113Q: 3 clusters Score -1.480243e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 124286 members 
Entering Unmasked Estep 
Score: -14802442.000000 Penalty: 3841.427734
	Iteration 114Q: 3 clusters Score -1.480244e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -14802509.000000 Penalty: 3841.427734
	Iteration 115Q: 3 clusters Score -1.480251e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -14802551.000000 Penalty: 3841.427734
	Iteration 116Q: 3 clusters Score -1.480255e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -14802588.000000 Penalty: 3841.427734
	Iteration 117Q: 3 clusters Score -1.480259e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -14802603.000000 Penalty: 3841.427734
	Iteration 118Q: 3 clusters Score -1.48026e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -14802643.000000 Penalty: 3841.427734
	Iteration 119Q: 3 clusters Score -1.480264e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -14802696.000000 Penalty: 3841.427734
	Iteration 120F: 3 clusters Score -1.48027e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 126514 members 
Entering Unmasked Estep 
Score: -14802748.000000 Penalty: 3841.427734
	Iteration 121Q: 3 clusters Score -1.480275e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 126857 members 
Entering Unmasked Estep 
Score: -14802829.000000 Penalty: 3841.427734
	Iteration 122Q: 3 clusters Score -1.480283e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 127183 members 
Entering Unmasked Estep 
Score: -14802933.000000 Penalty: 3841.427734
	Iteration 123Q: 3 clusters Score -1.480293e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -14803012.000000 Penalty: 3841.427734
	Iteration 124Q: 3 clusters Score -1.480301e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -14803054.000000 Penalty: 3841.427734
	Iteration 125Q: 3 clusters Score -1.480305e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -14803165.000000 Penalty: 3841.427734
	Iteration 126Q: 3 clusters Score -1.480316e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -14803227.000000 Penalty: 3841.427734
	Iteration 127Q: 3 clusters Score -1.480323e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -14803336.000000 Penalty: 3841.427734
	Iteration 128Q: 3 clusters Score -1.480334e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -14803490.000000 Penalty: 3841.427734
	Iteration 129Q: 3 clusters Score -1.480349e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 129924 members 
Entering Unmasked Estep 
Score: -14803572.000000 Penalty: 3841.427734
	Iteration 130Q: 3 clusters Score -1.480357e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -14803709.000000 Penalty: 3841.427734
	Iteration 131Q: 3 clusters Score -1.480371e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -14803888.000000 Penalty: 3841.427734
	Iteration 132Q: 3 clusters Score -1.480389e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -14803966.000000 Penalty: 3841.427734
	Iteration 133Q: 3 clusters Score -1.480397e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 131421 members 
Entering Unmasked Estep 
Score: -14804073.000000 Penalty: 3841.427734
	Iteration 134Q: 3 clusters Score -1.480407e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -14804108.000000 Penalty: 3841.427734
	Iteration 135Q: 3 clusters Score -1.480411e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -14804169.000000 Penalty: 3841.427734
	Iteration 136Q: 3 clusters Score -1.480417e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 132225 members 
Entering Unmasked Estep 
Score: -14804199.000000 Penalty: 3841.427734
	Iteration 137Q: 3 clusters Score -1.48042e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 132423 members 
Entering Unmasked Estep 
Score: -14804274.000000 Penalty: 3841.427734
	Iteration 138Q: 3 clusters Score -1.480427e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
Score: -14804328.000000 Penalty: 3841.427734
	Iteration 139Q: 3 clusters Score -1.480433e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -14804379.000000 Penalty: 3841.427734
	Iteration 140F: 3 clusters Score -1.480438e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 132898 members 
Entering Unmasked Estep 
Score: -14804400.000000 Penalty: 3841.427734
	Iteration 141Q: 3 clusters Score -1.48044e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 133020 members 
Entering Unmasked Estep 
Score: -14804406.000000 Penalty: 3841.427734
	Iteration 142Q: 3 clusters Score -1.480441e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -14804410.000000 Penalty: 3841.427734
	Iteration 143Q: 3 clusters Score -1.480441e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -14804442.000000 Penalty: 3841.427734
	Iteration 144Q: 3 clusters Score -1.480444e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 133316 members 
Entering Unmasked Estep 
Score: -14804487.000000 Penalty: 3841.427734
	Iteration 145Q: 3 clusters Score -1.480449e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -14804510.000000 Penalty: 3841.427734
	Iteration 146Q: 3 clusters Score -1.480451e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -14804527.000000 Penalty: 3841.427734
	Iteration 147Q: 3 clusters Score -1.480453e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -14804520.000000 Penalty: 3841.427734
	Iteration 148Q: 3 clusters Score -1.480452e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 133579 members 
Entering Unmasked Estep 
Score: -14804530.000000 Penalty: 3841.427734
	Iteration 149Q: 3 clusters Score -1.480453e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 133625 members 
Entering Unmasked Estep 
Score: -14804539.000000 Penalty: 3841.427734
	Iteration 150Q: 3 clusters Score -1.480454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 133674 members 
Entering Unmasked Estep 
Score: -14804546.000000 Penalty: 3841.427734
	Iteration 151Q: 3 clusters Score -1.480455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 133713 members 
Entering Unmasked Estep 
Score: -14804580.000000 Penalty: 3841.427734
	Iteration 152Q: 3 clusters Score -1.480458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -14804580.000000 Penalty: 3841.427734
	Iteration 153Q: 3 clusters Score -1.480458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 133793 members 
Entering Unmasked Estep 
Score: -14804579.000000 Penalty: 3841.427734
	Iteration 154Q: 3 clusters Score -1.480458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 133841 members 
Entering Unmasked Estep 
Score: -14804561.000000 Penalty: 3841.427734
	Iteration 155Q: 3 clusters Score -1.480456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 133881 members 
Entering Unmasked Estep 
Score: -14804564.000000 Penalty: 3841.427734
	Iteration 156Q: 3 clusters Score -1.480456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -14804571.000000 Penalty: 3841.427734
	Iteration 157Q: 3 clusters Score -1.480457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 133933 members 
Entering Unmasked Estep 
Score: -14804573.000000 Penalty: 3841.427734
	Iteration 158Q: 3 clusters Score -1.480457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 133953 members 
Entering Unmasked Estep 
Score: -14804576.000000 Penalty: 3841.427734
	Iteration 159Q: 3 clusters Score -1.480458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 133974 members 
Entering Unmasked Estep 
Score: -14804574.000000 Penalty: 3841.427734
	Iteration 160F: 3 clusters Score -1.480457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 133995 members 
Entering Unmasked Estep 
Score: -14804563.000000 Penalty: 3841.427734
	Iteration 161Q: 3 clusters Score -1.480456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -14804583.000000 Penalty: 3841.427734
	Iteration 162Q: 3 clusters Score -1.480458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -14804586.000000 Penalty: 3841.427734
	Iteration 163Q: 3 clusters Score -1.480459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -14804602.000000 Penalty: 3841.427734
	Iteration 164Q: 3 clusters Score -1.48046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -14804614.000000 Penalty: 3841.427734
	Iteration 165Q: 3 clusters Score -1.480461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -14804620.000000 Penalty: 3841.427734
	Iteration 166Q: 3 clusters Score -1.480462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 134092 members 
Entering Unmasked Estep 
Score: -14804619.000000 Penalty: 3841.427734
	Iteration 167Q: 3 clusters Score -1.480462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 134102 members 
Entering Unmasked Estep 
Score: -14804603.000000 Penalty: 3841.427734
	Iteration 168Q: 3 clusters Score -1.48046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 134121 members 
Entering Unmasked Estep 
Score: -14804594.000000 Penalty: 3841.427734
	Iteration 169Q: 3 clusters Score -1.480459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -14804611.000000 Penalty: 3841.427734
	Iteration 170Q: 3 clusters Score -1.480461e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -14804635.000000 Penalty: 3841.427734
	Iteration 171Q: 3 clusters Score -1.480464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -14804635.000000 Penalty: 3841.427734
	Iteration 172Q: 3 clusters Score -1.480464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -14804646.000000 Penalty: 3841.427734
	Iteration 173Q: 3 clusters Score -1.480465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 134209 members 
Entering Unmasked Estep 
Score: -14804645.000000 Penalty: 3841.427734
	Iteration 174Q: 3 clusters Score -1.480464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 134217 members 
Entering Unmasked Estep 
Score: -14804641.000000 Penalty: 3841.427734
	Iteration 175Q: 3 clusters Score -1.480464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 134227 members 
Entering Unmasked Estep 
Score: -14804645.000000 Penalty: 3841.427734
	Iteration 176Q: 3 clusters Score -1.480464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -14804632.000000 Penalty: 3841.427734
	Iteration 177Q: 3 clusters Score -1.480463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 134252 members 
Entering Unmasked Estep 
Score: -14804638.000000 Penalty: 3841.427734
	Iteration 178Q: 3 clusters Score -1.480464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -14804634.000000 Penalty: 3841.427734
	Iteration 179Q: 3 clusters Score -1.480463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -14804636.000000 Penalty: 3841.427734
	Iteration 180F: 3 clusters Score -1.480464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -14804640.000000 Penalty: 3841.427734
	Iteration 181Q: 3 clusters Score -1.480464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -14804633.000000 Penalty: 3841.427734
	Iteration 182Q: 3 clusters Score -1.480463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 134286 members 
Entering Unmasked Estep 
Score: -14804624.000000 Penalty: 3841.427734
	Iteration 183Q: 3 clusters Score -1.480462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 184Q: 3 clusters Score -1.480464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -14804648.000000 Penalty: 3841.427734
	Iteration 185Q: 3 clusters Score -1.480465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -14804647.000000 Penalty: 3841.427734
	Iteration 186Q: 3 clusters Score -1.480465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 134313 members 
Entering Unmasked Estep 
Score: -14804627.000000 Penalty: 3841.427734
	Iteration 187Q: 3 clusters Score -1.480463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -14804627.000000 Penalty: 3841.427734
	Iteration 188Q: 3 clusters Score -1.480463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 189Q: 3 clusters Score -1.480464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -14804644.000000 Penalty: 3841.427734
	Iteration 190Q: 3 clusters Score -1.480464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -14804647.000000 Penalty: 3841.427734
	Iteration 191Q: 3 clusters Score -1.480465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 134336 members 
Entering Unmasked Estep 
Score: -14804636.000000 Penalty: 3841.427734
	Iteration 192Q: 3 clusters Score -1.480464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 134336 members 
Entering Unmasked Estep 
Score: -14804640.000000 Penalty: 3841.427734
	Iteration 193Q: 3 clusters Score -1.480464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 194Q: 3 clusters Score -1.480464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -14804645.000000 Penalty: 3841.427734
	Iteration 195Q: 3 clusters Score -1.480464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 134340 members 
Entering Unmasked Estep 
Score: -14804641.000000 Penalty: 3841.427734
	Iteration 196Q: 3 clusters Score -1.480464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -14804637.000000 Penalty: 3841.427734
	Iteration 197Q: 3 clusters Score -1.480464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 134342 members 
Entering Unmasked Estep 
Score: -14804636.000000 Penalty: 3841.427734
	Iteration 198Q: 3 clusters Score -1.480464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 134344 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 199Q: 3 clusters Score -1.480464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 134345 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 200F: 3 clusters Score -1.480464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 201Q: 3 clusters Score -1.480464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -14804643.000000 Penalty: 3841.427734
	Iteration 202F: 3 clusters Score -1.480464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Entering Unmasked Estep 
Score: -2009627.750000 Penalty: 1593.955566
	Iteration 0F: 2 clusters Score -2009628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1997234.000000 Penalty: 3187.911133
	Iteration 0F: 3 clusters Score -1997234 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2001630.250000 Penalty: 3187.911133
	Iteration 1F: 3 clusters Score -2001630 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2002055.250000 Penalty: 3187.911133
	Iteration 2F: 3 clusters Score -2002055 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2002657.250000 Penalty: 3187.911133
	Iteration 3F: 3 clusters Score -2002657 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2003618.125000 Penalty: 3187.911133
	Iteration 4F: 3 clusters Score -2003618 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2004908.500000 Penalty: 3187.911133
	Iteration 5F: 3 clusters Score -2004908 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2006242.000000 Penalty: 3187.911133
	Iteration 6F: 3 clusters Score -2006242 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2007275.875000 Penalty: 3187.911133
	Iteration 7F: 3 clusters Score -2007276 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2007846.375000 Penalty: 3187.911133
	Iteration 8Q: 3 clusters Score -2007846 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2008046.625000 Penalty: 3187.911133
	Iteration 9Q: 3 clusters Score -2008047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2008136.125000 Penalty: 3187.911133
	Iteration 10Q: 3 clusters Score -2008136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2008175.500000 Penalty: 3187.911133
	Iteration 11Q: 3 clusters Score -2008176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2008204.625000 Penalty: 3187.911133
	Iteration 12Q: 3 clusters Score -2008205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2008216.625000 Penalty: 3187.911133
	Iteration 13Q: 3 clusters Score -2008217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2008225.750000 Penalty: 3187.911133
	Iteration 14Q: 3 clusters Score -2008226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2008234.250000 Penalty: 3187.911133
	Iteration 15Q: 3 clusters Score -2008234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2008241.000000 Penalty: 3187.911133
	Iteration 16Q: 3 clusters Score -2008241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2008247.625000 Penalty: 3187.911133
	Iteration 17Q: 3 clusters Score -2008248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2008249.125000 Penalty: 3187.911133
	Iteration 18Q: 3 clusters Score -2008249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2008252.250000 Penalty: 3187.911133
	Iteration 19Q: 3 clusters Score -2008252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2008252.250000 Penalty: 3187.911133
	Iteration 20F: 3 clusters Score -2008252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Entering Unmasked Estep 
Score: -8997676.000000 Penalty: 1840.847534
	Iteration 0F: 2 clusters Score -8997676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8941979.000000 Penalty: 3681.695068
	Iteration 0F: 3 clusters Score -8941979 nChanged 39335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8964761.000000 Penalty: 3681.695068
	Iteration 1F: 3 clusters Score -8964761 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8965707.000000 Penalty: 3681.695068
	Iteration 2Q: 3 clusters Score -8965707 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -8967186.000000 Penalty: 3681.695068
	Iteration 3Q: 3 clusters Score -8967186 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -8969438.000000 Penalty: 3681.695068
	Iteration 4Q: 3 clusters Score -8969438 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -8973111.000000 Penalty: 3681.695068
	Iteration 5F: 3 clusters Score -8973111 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -8977957.000000 Penalty: 3681.695068
	Iteration 6F: 3 clusters Score -8977957 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -8983456.000000 Penalty: 3681.695068
	Iteration 7F: 3 clusters Score -8983456 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -8987665.000000 Penalty: 3681.695068
	Iteration 8F: 3 clusters Score -8987665 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -8989591.000000 Penalty: 3681.695068
	Iteration 9Q: 3 clusters Score -8989591 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8990307.000000 Penalty: 3681.695068
	Iteration 10Q: 3 clusters Score -8990307 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -8990765.000000 Penalty: 3681.695068
	Iteration 11Q: 3 clusters Score -8990765 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -8991042.000000 Penalty: 3681.695068
	Iteration 12Q: 3 clusters Score -8991042 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -8991331.000000 Penalty: 3681.695068
	Iteration 13Q: 3 clusters Score -8991331 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -8991477.000000 Penalty: 3681.695068
	Iteration 14Q: 3 clusters Score -8991477 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -8991621.000000 Penalty: 3681.695068
	Iteration 15Q: 3 clusters Score -8991621 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -8991708.000000 Penalty: 3681.695068
	Iteration 16Q: 3 clusters Score -8991708 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -8991743.000000 Penalty: 3681.695068
	Iteration 17Q: 3 clusters Score -8991743 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -8991790.000000 Penalty: 3681.695068
	Iteration 18Q: 3 clusters Score -8991790 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -8991833.000000 Penalty: 3681.695068
	Iteration 19Q: 3 clusters Score -8991833 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -8991850.000000 Penalty: 3681.695068
	Iteration 20F: 3 clusters Score -8991850 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -8991877.000000 Penalty: 3681.695068
	Iteration 21Q: 3 clusters Score -8991877 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -8991918.000000 Penalty: 3681.695068
	Iteration 22Q: 3 clusters Score -8991918 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -8991942.000000 Penalty: 3681.695068
	Iteration 23Q: 3 clusters Score -8991942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -8991924.000000 Penalty: 3681.695068
	Iteration 24Q: 3 clusters Score -8991924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -8991932.000000 Penalty: 3681.695068
	Iteration 25Q: 3 clusters Score -8991932 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -8991929.000000 Penalty: 3681.695068
	Iteration 26Q: 3 clusters Score -8991929 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -8991925.000000 Penalty: 3681.695068
	Iteration 27Q: 3 clusters Score -8991925 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -8991956.000000 Penalty: 3681.695068
	Iteration 28Q: 3 clusters Score -8991956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -8991960.000000 Penalty: 3681.695068
	Iteration 29Q: 3 clusters Score -8991960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -8991995.000000 Penalty: 3681.695068
	Iteration 30Q: 3 clusters Score -8991995 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -8991994.000000 Penalty: 3681.695068
	Iteration 31Q: 3 clusters Score -8991994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -8991996.000000 Penalty: 3681.695068
	Iteration 32Q: 3 clusters Score -8991996 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -8992004.000000 Penalty: 3681.695068
	Iteration 33Q: 3 clusters Score -8992004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -8991992.000000 Penalty: 3681.695068
	Iteration 34Q: 3 clusters Score -8991992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -8991993.000000 Penalty: 3681.695068
	Iteration 35Q: 3 clusters Score -8991993 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -8991988.000000 Penalty: 3681.695068
	Iteration 36Q: 3 clusters Score -8991988 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -8991995.000000 Penalty: 3681.695068
	Iteration 37Q: 3 clusters Score -8991995 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -8991982.000000 Penalty: 3681.695068
	Iteration 38Q: 3 clusters Score -8991982 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8992001.000000 Penalty: 3681.695068
	Iteration 39Q: 3 clusters Score -8992001 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -8992035.000000 Penalty: 3681.695068
	Iteration 40F: 3 clusters Score -8992035 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8992013.000000 Penalty: 3681.695068
	Iteration 41Q: 3 clusters Score -8992013 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -8992003.000000 Penalty: 3681.695068
	Iteration 42Q: 3 clusters Score -8992003 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -8992021.000000 Penalty: 3681.695068
	Iteration 43Q: 3 clusters Score -8992021 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8992058.000000 Penalty: 3681.695068
	Iteration 44Q: 3 clusters Score -8992058 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -8992090.000000 Penalty: 3681.695068
	Iteration 45Q: 3 clusters Score -8992090 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -8992091.000000 Penalty: 3681.695068
	Iteration 46Q: 3 clusters Score -8992091 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -8992102.000000 Penalty: 3681.695068
	Iteration 47Q: 3 clusters Score -8992102 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -8992165.000000 Penalty: 3681.695068
	Iteration 48Q: 3 clusters Score -8992165 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -8992187.000000 Penalty: 3681.695068
	Iteration 49Q: 3 clusters Score -8992187 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -8992211.000000 Penalty: 3681.695068
	Iteration 50Q: 3 clusters Score -8992211 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -8992234.000000 Penalty: 3681.695068
	Iteration 51Q: 3 clusters Score -8992234 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -8992272.000000 Penalty: 3681.695068
	Iteration 52Q: 3 clusters Score -8992272 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -8992311.000000 Penalty: 3681.695068
	Iteration 53Q: 3 clusters Score -8992311 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -8992356.000000 Penalty: 3681.695068
	Iteration 54Q: 3 clusters Score -8992356 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -8992369.000000 Penalty: 3681.695068
	Iteration 55Q: 3 clusters Score -8992369 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -8992376.000000 Penalty: 3681.695068
	Iteration 56Q: 3 clusters Score -8992376 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -8992410.000000 Penalty: 3681.695068
	Iteration 57Q: 3 clusters Score -8992410 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -8992417.000000 Penalty: 3681.695068
	Iteration 58Q: 3 clusters Score -8992417 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -8992478.000000 Penalty: 3681.695068
	Iteration 59Q: 3 clusters Score -8992478 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -8992515.000000 Penalty: 3681.695068
	Iteration 60F: 3 clusters Score -8992515 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -8992559.000000 Penalty: 3681.695068
	Iteration 61Q: 3 clusters Score -8992559 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8992612.000000 Penalty: 3681.695068
	Iteration 62Q: 3 clusters Score -8992612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -8992648.000000 Penalty: 3681.695068
	Iteration 63Q: 3 clusters Score -8992648 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -8992718.000000 Penalty: 3681.695068
	Iteration 64Q: 3 clusters Score -8992718 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -8992794.000000 Penalty: 3681.695068
	Iteration 65Q: 3 clusters Score -8992794 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8992850.000000 Penalty: 3681.695068
	Iteration 66Q: 3 clusters Score -8992850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -8992891.000000 Penalty: 3681.695068
	Iteration 67Q: 3 clusters Score -8992891 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8992917.000000 Penalty: 3681.695068
	Iteration 68Q: 3 clusters Score -8992917 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -8992959.000000 Penalty: 3681.695068
	Iteration 69Q: 3 clusters Score -8992959 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8993033.000000 Penalty: 3681.695068
	Iteration 70Q: 3 clusters Score -8993033 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8993076.000000 Penalty: 3681.695068
	Iteration 71Q: 3 clusters Score -8993076 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -8993131.000000 Penalty: 3681.695068
	Iteration 72Q: 3 clusters Score -8993131 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -8993142.000000 Penalty: 3681.695068
	Iteration 73Q: 3 clusters Score -8993142 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8993196.000000 Penalty: 3681.695068
	Iteration 74Q: 3 clusters Score -8993196 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -8993234.000000 Penalty: 3681.695068
	Iteration 75Q: 3 clusters Score -8993234 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -8993309.000000 Penalty: 3681.695068
	Iteration 76Q: 3 clusters Score -8993309 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8993385.000000 Penalty: 3681.695068
	Iteration 77Q: 3 clusters Score -8993385 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -8993427.000000 Penalty: 3681.695068
	Iteration 78Q: 3 clusters Score -8993427 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -8993482.000000 Penalty: 3681.695068
	Iteration 79Q: 3 clusters Score -8993482 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -8993558.000000 Penalty: 3681.695068
	Iteration 80F: 3 clusters Score -8993558 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -8993607.000000 Penalty: 3681.695068
	Iteration 81Q: 3 clusters Score -8993607 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -8993672.000000 Penalty: 3681.695068
	Iteration 82Q: 3 clusters Score -8993672 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -8993750.000000 Penalty: 3681.695068
	Iteration 83Q: 3 clusters Score -8993750 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -8993773.000000 Penalty: 3681.695068
	Iteration 84Q: 3 clusters Score -8993773 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -8993820.000000 Penalty: 3681.695068
	Iteration 85Q: 3 clusters Score -8993820 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -8993868.000000 Penalty: 3681.695068
	Iteration 86Q: 3 clusters Score -8993868 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -8993907.000000 Penalty: 3681.695068
	Iteration 87Q: 3 clusters Score -8993907 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -8993957.000000 Penalty: 3681.695068
	Iteration 88Q: 3 clusters Score -8993957 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -8994030.000000 Penalty: 3681.695068
	Iteration 89Q: 3 clusters Score -8994030 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -8994093.000000 Penalty: 3681.695068
	Iteration 90Q: 3 clusters Score -8994093 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -8994147.000000 Penalty: 3681.695068
	Iteration 91Q: 3 clusters Score -8994147 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -8994213.000000 Penalty: 3681.695068
	Iteration 92Q: 3 clusters Score -8994213 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -8994298.000000 Penalty: 3681.695068
	Iteration 93Q: 3 clusters Score -8994298 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -8994397.000000 Penalty: 3681.695068
	Iteration 94Q: 3 clusters Score -8994397 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -8994478.000000 Penalty: 3681.695068
	Iteration 95Q: 3 clusters Score -8994478 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -8994526.000000 Penalty: 3681.695068
	Iteration 96Q: 3 clusters Score -8994526 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -8994632.000000 Penalty: 3681.695068
	Iteration 97Q: 3 clusters Score -8994632 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -8994712.000000 Penalty: 3681.695068
	Iteration 98Q: 3 clusters Score -8994712 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -8994804.000000 Penalty: 3681.695068
	Iteration 99Q: 3 clusters Score -8994804 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8994867.000000 Penalty: 3681.695068
	Iteration 100F: 3 clusters Score -8994867 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -8994910.000000 Penalty: 3681.695068
	Iteration 101Q: 3 clusters Score -8994910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8994968.000000 Penalty: 3681.695068
	Iteration 102Q: 3 clusters Score -8994968 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -8995002.000000 Penalty: 3681.695068
	Iteration 103Q: 3 clusters Score -8995002 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -8995042.000000 Penalty: 3681.695068
	Iteration 104Q: 3 clusters Score -8995042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -8995121.000000 Penalty: 3681.695068
	Iteration 105Q: 3 clusters Score -8995121 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -8995151.000000 Penalty: 3681.695068
	Iteration 106Q: 3 clusters Score -8995151 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8995175.000000 Penalty: 3681.695068
	Iteration 107Q: 3 clusters Score -8995175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -8995190.000000 Penalty: 3681.695068
	Iteration 108Q: 3 clusters Score -8995190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -8995208.000000 Penalty: 3681.695068
	Iteration 109Q: 3 clusters Score -8995208 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -8995222.000000 Penalty: 3681.695068
	Iteration 110Q: 3 clusters Score -8995222 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -8995265.000000 Penalty: 3681.695068
	Iteration 111Q: 3 clusters Score -8995265 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -8995295.000000 Penalty: 3681.695068
	Iteration 112Q: 3 clusters Score -8995295 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -8995312.000000 Penalty: 3681.695068
	Iteration 113Q: 3 clusters Score -8995312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -8995346.000000 Penalty: 3681.695068
	Iteration 114Q: 3 clusters Score -8995346 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -8995379.000000 Penalty: 3681.695068
	Iteration 115Q: 3 clusters Score -8995379 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -8995402.000000 Penalty: 3681.695068
	Iteration 116Q: 3 clusters Score -8995402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8995430.000000 Penalty: 3681.695068
	Iteration 117Q: 3 clusters Score -8995430 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -8995440.000000 Penalty: 3681.695068
	Iteration 118Q: 3 clusters Score -8995440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -8995430.000000 Penalty: 3681.695068
	Iteration 119Q: 3 clusters Score -8995430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8995449.000000 Penalty: 3681.695068
	Iteration 120F: 3 clusters Score -8995449 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8995489.000000 Penalty: 3681.695068
	Iteration 121Q: 3 clusters Score -8995489 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -8995506.000000 Penalty: 3681.695068
	Iteration 122Q: 3 clusters Score -8995506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8995512.000000 Penalty: 3681.695068
	Iteration 123Q: 3 clusters Score -8995512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -8995532.000000 Penalty: 3681.695068
	Iteration 124Q: 3 clusters Score -8995532 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8995548.000000 Penalty: 3681.695068
	Iteration 125Q: 3 clusters Score -8995548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -8995558.000000 Penalty: 3681.695068
	Iteration 126Q: 3 clusters Score -8995558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8995592.000000 Penalty: 3681.695068
	Iteration 127Q: 3 clusters Score -8995592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8995624.000000 Penalty: 3681.695068
	Iteration 128Q: 3 clusters Score -8995624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8995619.000000 Penalty: 3681.695068
	Iteration 129Q: 3 clusters Score -8995619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -8995628.000000 Penalty: 3681.695068
	Iteration 130Q: 3 clusters Score -8995628 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8995662.000000 Penalty: 3681.695068
	Iteration 131Q: 3 clusters Score -8995662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8995681.000000 Penalty: 3681.695068
	Iteration 132Q: 3 clusters Score -8995681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8995697.000000 Penalty: 3681.695068
	Iteration 133Q: 3 clusters Score -8995697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8995704.000000 Penalty: 3681.695068
	Iteration 134Q: 3 clusters Score -8995704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8995719.000000 Penalty: 3681.695068
	Iteration 135Q: 3 clusters Score -8995719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8995725.000000 Penalty: 3681.695068
	Iteration 136Q: 3 clusters Score -8995725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8995718.000000 Penalty: 3681.695068
	Iteration 137Q: 3 clusters Score -8995718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -8995730.000000 Penalty: 3681.695068
	Iteration 138Q: 3 clusters Score -8995730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8995721.000000 Penalty: 3681.695068
	Iteration 139Q: 3 clusters Score -8995721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8995742.000000 Penalty: 3681.695068
	Iteration 140F: 3 clusters Score -8995742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8995749.000000 Penalty: 3681.695068
	Iteration 141Q: 3 clusters Score -8995749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8995756.000000 Penalty: 3681.695068
	Iteration 142Q: 3 clusters Score -8995756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8995756.000000 Penalty: 3681.695068
	Iteration 143Q: 3 clusters Score -8995756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8995765.000000 Penalty: 3681.695068
	Iteration 144Q: 3 clusters Score -8995765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8995785.000000 Penalty: 3681.695068
	Iteration 145Q: 3 clusters Score -8995785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8995788.000000 Penalty: 3681.695068
	Iteration 146Q: 3 clusters Score -8995788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8995787.000000 Penalty: 3681.695068
	Iteration 147Q: 3 clusters Score -8995787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8995811.000000 Penalty: 3681.695068
	Iteration 148Q: 3 clusters Score -8995811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8995822.000000 Penalty: 3681.695068
	Iteration 149Q: 3 clusters Score -8995822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8995828.000000 Penalty: 3681.695068
	Iteration 150Q: 3 clusters Score -8995828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8995849.000000 Penalty: 3681.695068
	Iteration 151Q: 3 clusters Score -8995849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8995864.000000 Penalty: 3681.695068
	Iteration 152Q: 3 clusters Score -8995864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8995867.000000 Penalty: 3681.695068
	Iteration 153Q: 3 clusters Score -8995867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8995871.000000 Penalty: 3681.695068
	Iteration 154Q: 3 clusters Score -8995871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8995875.000000 Penalty: 3681.695068
	Iteration 155Q: 3 clusters Score -8995875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8995885.000000 Penalty: 3681.695068
	Iteration 156Q: 3 clusters Score -8995885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8995897.000000 Penalty: 3681.695068
	Iteration 157Q: 3 clusters Score -8995897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8995893.000000 Penalty: 3681.695068
	Iteration 158Q: 3 clusters Score -8995893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8995910.000000 Penalty: 3681.695068
	Iteration 159Q: 3 clusters Score -8995910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8995911.000000 Penalty: 3681.695068
	Iteration 160F: 3 clusters Score -8995911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8995916.000000 Penalty: 3681.695068
	Iteration 161Q: 3 clusters Score -8995916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8995913.000000 Penalty: 3681.695068
	Iteration 162Q: 3 clusters Score -8995913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8995916.000000 Penalty: 3681.695068
	Iteration 163Q: 3 clusters Score -8995916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8995932.000000 Penalty: 3681.695068
	Iteration 164Q: 3 clusters Score -8995932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8995938.000000 Penalty: 3681.695068
	Iteration 165Q: 3 clusters Score -8995938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8995960.000000 Penalty: 3681.695068
	Iteration 166Q: 3 clusters Score -8995960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8995952.000000 Penalty: 3681.695068
	Iteration 167Q: 3 clusters Score -8995952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8995968.000000 Penalty: 3681.695068
	Iteration 168Q: 3 clusters Score -8995968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8995961.000000 Penalty: 3681.695068
	Iteration 169Q: 3 clusters Score -8995961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8995968.000000 Penalty: 3681.695068
	Iteration 170Q: 3 clusters Score -8995968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8995969.000000 Penalty: 3681.695068
	Iteration 171Q: 3 clusters Score -8995969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8995978.000000 Penalty: 3681.695068
	Iteration 172Q: 3 clusters Score -8995978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8995977.000000 Penalty: 3681.695068
	Iteration 173Q: 3 clusters Score -8995977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8995980.000000 Penalty: 3681.695068
	Iteration 174Q: 3 clusters Score -8995980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8995992.000000 Penalty: 3681.695068
	Iteration 175Q: 3 clusters Score -8995992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8995998.000000 Penalty: 3681.695068
	Iteration 176Q: 3 clusters Score -8995998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8995997.000000 Penalty: 3681.695068
	Iteration 177Q: 3 clusters Score -8995997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8996005.000000 Penalty: 3681.695068
	Iteration 178Q: 3 clusters Score -8996005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8996023.000000 Penalty: 3681.695068
	Iteration 179Q: 3 clusters Score -8996023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8996009.000000 Penalty: 3681.695068
	Iteration 180F: 3 clusters Score -8996009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8996023.000000 Penalty: 3681.695068
	Iteration 181Q: 3 clusters Score -8996023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8996030.000000 Penalty: 3681.695068
	Iteration 182Q: 3 clusters Score -8996030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8996028.000000 Penalty: 3681.695068
	Iteration 183Q: 3 clusters Score -8996028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8996035.000000 Penalty: 3681.695068
	Iteration 184Q: 3 clusters Score -8996035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8996041.000000 Penalty: 3681.695068
	Iteration 185Q: 3 clusters Score -8996041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8996040.000000 Penalty: 3681.695068
	Iteration 186Q: 3 clusters Score -8996040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8996030.000000 Penalty: 3681.695068
	Iteration 187Q: 3 clusters Score -8996030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8996049.000000 Penalty: 3681.695068
	Iteration 188Q: 3 clusters Score -8996049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8996051.000000 Penalty: 3681.695068
	Iteration 189Q: 3 clusters Score -8996051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8996048.000000 Penalty: 3681.695068
	Iteration 190Q: 3 clusters Score -8996048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8996039.000000 Penalty: 3681.695068
	Iteration 191Q: 3 clusters Score -8996039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8996041.000000 Penalty: 3681.695068
	Iteration 192Q: 3 clusters Score -8996041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8996043.000000 Penalty: 3681.695068
	Iteration 193Q: 3 clusters Score -8996043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8996036.000000 Penalty: 3681.695068
	Iteration 194Q: 3 clusters Score -8996036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8996038.000000 Penalty: 3681.695068
	Iteration 195Q: 3 clusters Score -8996038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8996043.000000 Penalty: 3681.695068
	Iteration 196Q: 3 clusters Score -8996043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8996039.000000 Penalty: 3681.695068
	Iteration 197Q: 3 clusters Score -8996039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8996045.000000 Penalty: 3681.695068
	Iteration 198Q: 3 clusters Score -8996045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8996051.000000 Penalty: 3681.695068
	Iteration 199Q: 3 clusters Score -8996051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8996053.000000 Penalty: 3681.695068
	Iteration 200F: 3 clusters Score -8996053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8996051.000000 Penalty: 3681.695068
	Iteration 201Q: 3 clusters Score -8996051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8996058.000000 Penalty: 3681.695068
	Iteration 202Q: 3 clusters Score -8996058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8996065.000000 Penalty: 3681.695068
	Iteration 203Q: 3 clusters Score -8996065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8996067.000000 Penalty: 3681.695068
	Iteration 204Q: 3 clusters Score -8996067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8996065.000000 Penalty: 3681.695068
	Iteration 205Q: 3 clusters Score -8996065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8996078.000000 Penalty: 3681.695068
	Iteration 206Q: 3 clusters Score -8996078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8996076.000000 Penalty: 3681.695068
	Iteration 207Q: 3 clusters Score -8996076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8996080.000000 Penalty: 3681.695068
	Iteration 208Q: 3 clusters Score -8996080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8996072.000000 Penalty: 3681.695068
	Iteration 209Q: 3 clusters Score -8996072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8996074.000000 Penalty: 3681.695068
	Iteration 210Q: 3 clusters Score -8996074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8996076.000000 Penalty: 3681.695068
	Iteration 211Q: 3 clusters Score -8996076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8996076.000000 Penalty: 3681.695068
	Iteration 212Q: 3 clusters Score -8996076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8996082.000000 Penalty: 3681.695068
	Iteration 213Q: 3 clusters Score -8996082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8996079.000000 Penalty: 3681.695068
	Iteration 214Q: 3 clusters Score -8996079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8996079.000000 Penalty: 3681.695068
	Iteration 215Q: 3 clusters Score -8996079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8996083.000000 Penalty: 3681.695068
	Iteration 216Q: 3 clusters Score -8996083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8996077.000000 Penalty: 3681.695068
	Iteration 217Q: 3 clusters Score -8996077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8996083.000000 Penalty: 3681.695068
	Iteration 218Q: 3 clusters Score -8996083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8996082.000000 Penalty: 3681.695068
	Iteration 219Q: 3 clusters Score -8996082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8996084.000000 Penalty: 3681.695068
	Iteration 220F: 3 clusters Score -8996084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8996082.000000 Penalty: 3681.695068
	Iteration 221Q: 3 clusters Score -8996082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8996082.000000 Penalty: 3681.695068
	Iteration 222Q: 3 clusters Score -8996082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8996086.000000 Penalty: 3681.695068
	Iteration 223Q: 3 clusters Score -8996086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8996090.000000 Penalty: 3681.695068
	Iteration 224Q: 3 clusters Score -8996090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8996090.000000 Penalty: 3681.695068
	Iteration 225Q: 3 clusters Score -8996090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8996097.000000 Penalty: 3681.695068
	Iteration 226Q: 3 clusters Score -8996097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8996098.000000 Penalty: 3681.695068
	Iteration 227Q: 3 clusters Score -8996098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8996094.000000 Penalty: 3681.695068
	Iteration 228Q: 3 clusters Score -8996094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8996092.000000 Penalty: 3681.695068
	Iteration 229Q: 3 clusters Score -8996092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8996096.000000 Penalty: 3681.695068
	Iteration 230Q: 3 clusters Score -8996096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8996096.000000 Penalty: 3681.695068
	Iteration 231F: 3 clusters Score -8996096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -279316.500000 Penalty: 1281.610352
	Iteration 0F: 2 clusters Score -279316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -276828.718750 Penalty: 2563.220703
	Iteration 0F: 3 clusters Score -276828.7 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277393.718750 Penalty: 2563.220703
	Iteration 1F: 3 clusters Score -277393.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -277488.125000 Penalty: 2563.220703
	Iteration 2F: 3 clusters Score -277488.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277543.875000 Penalty: 2563.220703
	Iteration 3Q: 3 clusters Score -277543.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -277572.062500 Penalty: 2563.220703
	Iteration 4Q: 3 clusters Score -277572.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -277593.437500 Penalty: 2563.220703
	Iteration 5Q: 3 clusters Score -277593.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -277610.031250 Penalty: 2563.220703
	Iteration 6Q: 3 clusters Score -277610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -277622.031250 Penalty: 2563.220703
	Iteration 7Q: 3 clusters Score -277622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -277629.031250 Penalty: 2563.220703
	Iteration 8Q: 3 clusters Score -277629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -277637.875000 Penalty: 2563.220703
	Iteration 9Q: 3 clusters Score -277637.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -277644.031250 Penalty: 2563.220703
	Iteration 10Q: 3 clusters Score -277644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -277651.468750 Penalty: 2563.220703
	Iteration 11Q: 3 clusters Score -277651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -277655.843750 Penalty: 2563.220703
	Iteration 12Q: 3 clusters Score -277655.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -277660.718750 Penalty: 2563.220703
	Iteration 13Q: 3 clusters Score -277660.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -277665.937500 Penalty: 2563.220703
	Iteration 14Q: 3 clusters Score -277665.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -277669.531250 Penalty: 2563.220703
	Iteration 15Q: 3 clusters Score -277669.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -277675.312500 Penalty: 2563.220703
	Iteration 16Q: 3 clusters Score -277675.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -277680.093750 Penalty: 2563.220703
	Iteration 17Q: 3 clusters Score -277680.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -277685.781250 Penalty: 2563.220703
	Iteration 18Q: 3 clusters Score -277685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -277692.062500 Penalty: 2563.220703
	Iteration 19Q: 3 clusters Score -277692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -277696.906250 Penalty: 2563.220703
	Iteration 20F: 3 clusters Score -277696.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -277702.031250 Penalty: 2563.220703
	Iteration 21Q: 3 clusters Score -277702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -277708.125000 Penalty: 2563.220703
	Iteration 22Q: 3 clusters Score -277708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -277714.593750 Penalty: 2563.220703
	Iteration 23Q: 3 clusters Score -277714.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -277722.156250 Penalty: 2563.220703
	Iteration 24Q: 3 clusters Score -277722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -277726.250000 Penalty: 2563.220703
	Iteration 25Q: 3 clusters Score -277726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -277729.656250 Penalty: 2563.220703
	Iteration 26Q: 3 clusters Score -277729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -277734.312500 Penalty: 2563.220703
	Iteration 27Q: 3 clusters Score -277734.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -277737.406250 Penalty: 2563.220703
	Iteration 28Q: 3 clusters Score -277737.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -277741.812500 Penalty: 2563.220703
	Iteration 29Q: 3 clusters Score -277741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -277746.125000 Penalty: 2563.220703
	Iteration 30Q: 3 clusters Score -277746.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -277750.625000 Penalty: 2563.220703
	Iteration 31Q: 3 clusters Score -277750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -277753.750000 Penalty: 2563.220703
	Iteration 32Q: 3 clusters Score -277753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -277757.625000 Penalty: 2563.220703
	Iteration 33Q: 3 clusters Score -277757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -277759.843750 Penalty: 2563.220703
	Iteration 34Q: 3 clusters Score -277759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -277762.062500 Penalty: 2563.220703
	Iteration 35Q: 3 clusters Score -277762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -277763.093750 Penalty: 2563.220703
	Iteration 36Q: 3 clusters Score -277763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -277764.812500 Penalty: 2563.220703
	Iteration 37Q: 3 clusters Score -277764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -277767.062500 Penalty: 2563.220703
	Iteration 38Q: 3 clusters Score -277767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -277770.437500 Penalty: 2563.220703
	Iteration 39Q: 3 clusters Score -277770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -277772.218750 Penalty: 2563.220703
	Iteration 40F: 3 clusters Score -277772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -277774.687500 Penalty: 2563.220703
	Iteration 41Q: 3 clusters Score -277774.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -277777.687500 Penalty: 2563.220703
	Iteration 42Q: 3 clusters Score -277777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277780.312500 Penalty: 2563.220703
	Iteration 43Q: 3 clusters Score -277780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -277785.593750 Penalty: 2563.220703
	Iteration 44Q: 3 clusters Score -277785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -277791.593750 Penalty: 2563.220703
	Iteration 45Q: 3 clusters Score -277791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -277799.312500 Penalty: 2563.220703
	Iteration 46Q: 3 clusters Score -277799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -277809.531250 Penalty: 2563.220703
	Iteration 47Q: 3 clusters Score -277809.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -277821.687500 Penalty: 2563.220703
	Iteration 48Q: 3 clusters Score -277821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277833.593750 Penalty: 2563.220703
	Iteration 49Q: 3 clusters Score -277833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -277840.875000 Penalty: 2563.220703
	Iteration 50Q: 3 clusters Score -277840.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -277850.062500 Penalty: 2563.220703
	Iteration 51Q: 3 clusters Score -277850.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -277861.718750 Penalty: 2563.220703
	Iteration 52Q: 3 clusters Score -277861.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -277874.875000 Penalty: 2563.220703
	Iteration 53Q: 3 clusters Score -277874.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -277889.562500 Penalty: 2563.220703
	Iteration 54Q: 3 clusters Score -277889.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -277901.875000 Penalty: 2563.220703
	Iteration 55Q: 3 clusters Score -277901.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -277920.750000 Penalty: 2563.220703
	Iteration 56Q: 3 clusters Score -277920.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -277934.781250 Penalty: 2563.220703
	Iteration 57Q: 3 clusters Score -277934.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -277947.562500 Penalty: 2563.220703
	Iteration 58Q: 3 clusters Score -277947.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -277959.718750 Penalty: 2563.220703
	Iteration 59Q: 3 clusters Score -277959.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -277975.875000 Penalty: 2563.220703
	Iteration 60F: 3 clusters Score -277975.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -277984.875000 Penalty: 2563.220703
	Iteration 61Q: 3 clusters Score -277984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -277991.843750 Penalty: 2563.220703
	Iteration 62Q: 3 clusters Score -277991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -277996.093750 Penalty: 2563.220703
	Iteration 63Q: 3 clusters Score -277996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -277999.125000 Penalty: 2563.220703
	Iteration 64Q: 3 clusters Score -277999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -278001.437500 Penalty: 2563.220703
	Iteration 65Q: 3 clusters Score -278001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -278003.812500 Penalty: 2563.220703
	Iteration 66Q: 3 clusters Score -278003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -278006.875000 Penalty: 2563.220703
	Iteration 67Q: 3 clusters Score -278006.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -278010.468750 Penalty: 2563.220703
	Iteration 68Q: 3 clusters Score -278010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -278016.875000 Penalty: 2563.220703
	Iteration 69Q: 3 clusters Score -278016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -278024.125000 Penalty: 2563.220703
	Iteration 70Q: 3 clusters Score -278024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -278032.468750 Penalty: 2563.220703
	Iteration 71Q: 3 clusters Score -278032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -278040.343750 Penalty: 2563.220703
	Iteration 72Q: 3 clusters Score -278040.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -278049.437500 Penalty: 2563.220703
	Iteration 73Q: 3 clusters Score -278049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -278059.031250 Penalty: 2563.220703
	Iteration 74Q: 3 clusters Score -278059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -278067.093750 Penalty: 2563.220703
	Iteration 75Q: 3 clusters Score -278067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -278072.781250 Penalty: 2563.220703
	Iteration 76Q: 3 clusters Score -278072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -278079.093750 Penalty: 2563.220703
	Iteration 77Q: 3 clusters Score -278079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -278080.375000 Penalty: 2563.220703
	Iteration 78Q: 3 clusters Score -278080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -278086.781250 Penalty: 2563.220703
	Iteration 79Q: 3 clusters Score -278086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -278093.750000 Penalty: 2563.220703
	Iteration 80F: 3 clusters Score -278093.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -278103.968750 Penalty: 2563.220703
	Iteration 81Q: 3 clusters Score -278104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -278109.062500 Penalty: 2563.220703
	Iteration 82Q: 3 clusters Score -278109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -278112.625000 Penalty: 2563.220703
	Iteration 83Q: 3 clusters Score -278112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -278118.375000 Penalty: 2563.220703
	Iteration 84Q: 3 clusters Score -278118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -278127.031250 Penalty: 2563.220703
	Iteration 85Q: 3 clusters Score -278127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -278134.281250 Penalty: 2563.220703
	Iteration 86Q: 3 clusters Score -278134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -278141.218750 Penalty: 2563.220703
	Iteration 87Q: 3 clusters Score -278141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -278145.625000 Penalty: 2563.220703
	Iteration 88Q: 3 clusters Score -278145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -278150.375000 Penalty: 2563.220703
	Iteration 89Q: 3 clusters Score -278150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -278158.781250 Penalty: 2563.220703
	Iteration 90Q: 3 clusters Score -278158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -278162.250000 Penalty: 2563.220703
	Iteration 91Q: 3 clusters Score -278162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -278164.093750 Penalty: 2563.220703
	Iteration 92Q: 3 clusters Score -278164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -278168.531250 Penalty: 2563.220703
	Iteration 93Q: 3 clusters Score -278168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -278172.343750 Penalty: 2563.220703
	Iteration 94Q: 3 clusters Score -278172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -278177.906250 Penalty: 2563.220703
	Iteration 95Q: 3 clusters Score -278177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -278182.937500 Penalty: 2563.220703
	Iteration 96Q: 3 clusters Score -278182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -278186.531250 Penalty: 2563.220703
	Iteration 97Q: 3 clusters Score -278186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -278189.218750 Penalty: 2563.220703
	Iteration 98Q: 3 clusters Score -278189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -278192.250000 Penalty: 2563.220703
	Iteration 99Q: 3 clusters Score -278192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -278197.312500 Penalty: 2563.220703
	Iteration 100F: 3 clusters Score -278197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -278199.843750 Penalty: 2563.220703
	Iteration 101Q: 3 clusters Score -278199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -278201.343750 Penalty: 2563.220703
	Iteration 102Q: 3 clusters Score -278201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -278202.531250 Penalty: 2563.220703
	Iteration 103Q: 3 clusters Score -278202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -278202.531250 Penalty: 2563.220703
	Iteration 104F: 3 clusters Score -278202.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Entering Unmasked Estep 
Score: -5003345.500000 Penalty: 1743.280884
	Iteration 0F: 2 clusters Score -5003346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4972936.500000 Penalty: 3486.561768
	Iteration 0F: 3 clusters Score -4972936 nChanged 21349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4985630.000000 Penalty: 3486.561768
	Iteration 1F: 3 clusters Score -4985630 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4987035.000000 Penalty: 3486.561768
	Iteration 2F: 3 clusters Score -4987035 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4988830.000000 Penalty: 3486.561768
	Iteration 3F: 3 clusters Score -4988830 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4990855.000000 Penalty: 3486.561768
	Iteration 4F: 3 clusters Score -4990855 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4993025.000000 Penalty: 3486.561768
	Iteration 5F: 3 clusters Score -4993025 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4995140.500000 Penalty: 3486.561768
	Iteration 6F: 3 clusters Score -4995140 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4996931.500000 Penalty: 3486.561768
	Iteration 7F: 3 clusters Score -4996932 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4998275.500000 Penalty: 3486.561768
	Iteration 8Q: 3 clusters Score -4998276 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4999276.000000 Penalty: 3486.561768
	Iteration 9Q: 3 clusters Score -4999276 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5000002.000000 Penalty: 3486.561768
	Iteration 10Q: 3 clusters Score -5000002 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5000473.000000 Penalty: 3486.561768
	Iteration 11Q: 3 clusters Score -5000473 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5000834.500000 Penalty: 3486.561768
	Iteration 12Q: 3 clusters Score -5000834 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5001086.000000 Penalty: 3486.561768
	Iteration 13Q: 3 clusters Score -5001086 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5001279.500000 Penalty: 3486.561768
	Iteration 14Q: 3 clusters Score -5001280 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5001428.500000 Penalty: 3486.561768
	Iteration 15Q: 3 clusters Score -5001428 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5001538.000000 Penalty: 3486.561768
	Iteration 16Q: 3 clusters Score -5001538 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5001603.500000 Penalty: 3486.561768
	Iteration 17Q: 3 clusters Score -5001604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5001671.000000 Penalty: 3486.561768
	Iteration 18Q: 3 clusters Score -5001671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5001713.000000 Penalty: 3486.561768
	Iteration 19Q: 3 clusters Score -5001713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5001754.500000 Penalty: 3486.561768
	Iteration 20F: 3 clusters Score -5001754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5001787.500000 Penalty: 3486.561768
	Iteration 21Q: 3 clusters Score -5001788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5001799.000000 Penalty: 3486.561768
	Iteration 22Q: 3 clusters Score -5001799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5001818.000000 Penalty: 3486.561768
	Iteration 23Q: 3 clusters Score -5001818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5001831.000000 Penalty: 3486.561768
	Iteration 24Q: 3 clusters Score -5001831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5001851.500000 Penalty: 3486.561768
	Iteration 25Q: 3 clusters Score -5001852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5001868.500000 Penalty: 3486.561768
	Iteration 26Q: 3 clusters Score -5001868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5001880.000000 Penalty: 3486.561768
	Iteration 27Q: 3 clusters Score -5001880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5001895.500000 Penalty: 3486.561768
	Iteration 28Q: 3 clusters Score -5001896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5001896.000000 Penalty: 3486.561768
	Iteration 29Q: 3 clusters Score -5001896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5001910.000000 Penalty: 3486.561768
	Iteration 30Q: 3 clusters Score -5001910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5001911.000000 Penalty: 3486.561768
	Iteration 31Q: 3 clusters Score -5001911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5001914.500000 Penalty: 3486.561768
	Iteration 32Q: 3 clusters Score -5001914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5001913.500000 Penalty: 3486.561768
	Iteration 33Q: 3 clusters Score -5001914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5001914.500000 Penalty: 3486.561768
	Iteration 34Q: 3 clusters Score -5001914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5001913.500000 Penalty: 3486.561768
	Iteration 35Q: 3 clusters Score -5001914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5001913.500000 Penalty: 3486.561768
	Iteration 36F: 3 clusters Score -5001914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Entering Unmasked Estep 
Score: -3420998.500000 Penalty: 1680.795044
	Iteration 0F: 2 clusters Score -3420998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3400091.500000 Penalty: 3361.590088
	Iteration 0F: 3 clusters Score -3400092 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3407842.500000 Penalty: 3361.590088
	Iteration 1F: 3 clusters Score -3407842 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3408222.750000 Penalty: 3361.590088
	Iteration 2Q: 3 clusters Score -3408223 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3408529.250000 Penalty: 3361.590088
	Iteration 3Q: 3 clusters Score -3408529 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3408906.500000 Penalty: 3361.590088
	Iteration 4Q: 3 clusters Score -3408906 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3409372.750000 Penalty: 3361.590088
	Iteration 5Q: 3 clusters Score -3409373 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3410054.500000 Penalty: 3361.590088
	Iteration 6Q: 3 clusters Score -3410054 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3411167.250000 Penalty: 3361.590088
	Iteration 7F: 3 clusters Score -3411167 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3412810.750000 Penalty: 3361.590088
	Iteration 8F: 3 clusters Score -3412811 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3414865.750000 Penalty: 3361.590088
	Iteration 9F: 3 clusters Score -3414866 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3416730.500000 Penalty: 3361.590088
	Iteration 10F: 3 clusters Score -3416730 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3417984.750000 Penalty: 3361.590088
	Iteration 11Q: 3 clusters Score -3417985 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3418696.250000 Penalty: 3361.590088
	Iteration 12Q: 3 clusters Score -3418696 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3419102.500000 Penalty: 3361.590088
	Iteration 13Q: 3 clusters Score -3419102 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3419346.250000 Penalty: 3361.590088
	Iteration 14Q: 3 clusters Score -3419346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3419476.250000 Penalty: 3361.590088
	Iteration 15Q: 3 clusters Score -3419476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3419540.500000 Penalty: 3361.590088
	Iteration 16Q: 3 clusters Score -3419540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3419586.500000 Penalty: 3361.590088
	Iteration 17Q: 3 clusters Score -3419586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3419620.000000 Penalty: 3361.590088
	Iteration 18Q: 3 clusters Score -3419620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3419668.750000 Penalty: 3361.590088
	Iteration 19Q: 3 clusters Score -3419669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3419689.750000 Penalty: 3361.590088
	Iteration 20F: 3 clusters Score -3419690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3419712.750000 Penalty: 3361.590088
	Iteration 21Q: 3 clusters Score -3419713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3419724.000000 Penalty: 3361.590088
	Iteration 22Q: 3 clusters Score -3419724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3419735.500000 Penalty: 3361.590088
	Iteration 23Q: 3 clusters Score -3419736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3419741.500000 Penalty: 3361.590088
	Iteration 24Q: 3 clusters Score -3419742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3419746.250000 Penalty: 3361.590088
	Iteration 25Q: 3 clusters Score -3419746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3419748.500000 Penalty: 3361.590088
	Iteration 26Q: 3 clusters Score -3419748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3419759.750000 Penalty: 3361.590088
	Iteration 27Q: 3 clusters Score -3419760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3419766.500000 Penalty: 3361.590088
	Iteration 28Q: 3 clusters Score -3419766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3419768.250000 Penalty: 3361.590088
	Iteration 29Q: 3 clusters Score -3419768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3419774.250000 Penalty: 3361.590088
	Iteration 30Q: 3 clusters Score -3419774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3419773.750000 Penalty: 3361.590088
	Iteration 31Q: 3 clusters Score -3419774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3419772.750000 Penalty: 3361.590088
	Iteration 32Q: 3 clusters Score -3419773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3419775.250000 Penalty: 3361.590088
	Iteration 33Q: 3 clusters Score -3419775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3419774.250000 Penalty: 3361.590088
	Iteration 34Q: 3 clusters Score -3419774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3419777.750000 Penalty: 3361.590088
	Iteration 35Q: 3 clusters Score -3419778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3419780.250000 Penalty: 3361.590088
	Iteration 36Q: 3 clusters Score -3419780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3419780.250000 Penalty: 3361.590088
	Iteration 37F: 3 clusters Score -3419780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Entering Unmasked Estep 
Score: -13394929.000000 Penalty: 1903.214233
	Iteration 0F: 2 clusters Score -1.339493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -13313426.000000 Penalty: 3806.428467
	Iteration 0F: 3 clusters Score -1.331343e+07 nChanged 58283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -13347846.000000 Penalty: 3806.428467
	Iteration 1F: 3 clusters Score -1.334785e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -13348693.000000 Penalty: 3806.428467
	Iteration 2Q: 3 clusters Score -1.334869e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -13349964.000000 Penalty: 3806.428467
	Iteration 3Q: 3 clusters Score -1.334996e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -13351817.000000 Penalty: 3806.428467
	Iteration 4Q: 3 clusters Score -1.335182e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -13354943.000000 Penalty: 3806.428467
	Iteration 5Q: 3 clusters Score -1.335494e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -13358838.000000 Penalty: 3806.428467
	Iteration 6Q: 3 clusters Score -1.335884e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -13362462.000000 Penalty: 3806.428467
	Iteration 7F: 3 clusters Score -1.336246e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -13366357.000000 Penalty: 3806.428467
	Iteration 8F: 3 clusters Score -1.336636e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -13370529.000000 Penalty: 3806.428467
	Iteration 9F: 3 clusters Score -1.337053e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -13375175.000000 Penalty: 3806.428467
	Iteration 10F: 3 clusters Score -1.337518e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -13379991.000000 Penalty: 3806.428467
	Iteration 11F: 3 clusters Score -1.337999e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -13384656.000000 Penalty: 3806.428467
	Iteration 12F: 3 clusters Score -1.338466e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -13388317.000000 Penalty: 3806.428467
	Iteration 13Q: 3 clusters Score -1.338832e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118324 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -13390730.000000 Penalty: 3806.428467
	Iteration 14Q: 3 clusters Score -1.339073e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120140 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13392085.000000 Penalty: 3806.428467
	Iteration 15Q: 3 clusters Score -1.339208e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13392664.000000 Penalty: 3806.428467
	Iteration 16Q: 3 clusters Score -1.339266e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13392932.000000 Penalty: 3806.428467
	Iteration 17Q: 3 clusters Score -1.339293e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13393080.000000 Penalty: 3806.428467
	Iteration 18Q: 3 clusters Score -1.339308e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -13393136.000000 Penalty: 3806.428467
	Iteration 19Q: 3 clusters Score -1.339314e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13393172.000000 Penalty: 3806.428467
	Iteration 20F: 3 clusters Score -1.339317e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13393203.000000 Penalty: 3806.428467
	Iteration 21Q: 3 clusters Score -1.33932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121726 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13393220.000000 Penalty: 3806.428467
	Iteration 22Q: 3 clusters Score -1.339322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -13393240.000000 Penalty: 3806.428467
	Iteration 23Q: 3 clusters Score -1.339324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13393236.000000 Penalty: 3806.428467
	Iteration 24Q: 3 clusters Score -1.339324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13393253.000000 Penalty: 3806.428467
	Iteration 25Q: 3 clusters Score -1.339325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121751 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13393255.000000 Penalty: 3806.428467
	Iteration 26Q: 3 clusters Score -1.339326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13393251.000000 Penalty: 3806.428467
	Iteration 27Q: 3 clusters Score -1.339325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121752 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13393255.000000 Penalty: 3806.428467
	Iteration 28Q: 3 clusters Score -1.339326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121752 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13393255.000000 Penalty: 3806.428467
	Iteration 29F: 3 clusters Score -1.339326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -393010.968750 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -393011 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 1765 members 
Entering Unmasked Estep 
Score: -389968.843750 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -389968.8 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -390684.343750 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -390684.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -390880.437500 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -390880.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -391276.687500 Penalty: 2659.059326
	Iteration 3F: 3 clusters Score -391276.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -391608.750000 Penalty: 2659.059326
	Iteration 4F: 3 clusters Score -391608.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -391871.625000 Penalty: 2659.059326
	Iteration 5F: 3 clusters Score -391871.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -392126.718750 Penalty: 2659.059326
	Iteration 6F: 3 clusters Score -392126.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -392359.312500 Penalty: 2659.059326
	Iteration 7F: 3 clusters Score -392359.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -392587.843750 Penalty: 2659.059326
	Iteration 8F: 3 clusters Score -392587.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -392740.156250 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -392740.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -392833.562500 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -392833.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -392899.406250 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -392899.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -392936.875000 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -392936.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -392964.281250 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -392964.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -392975.375000 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -392975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -392980.312500 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -392980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -392985.531250 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -392985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -392988.906250 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -392988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -392991.125000 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -392991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -392995.625000 Penalty: 2659.059326
	Iteration 19Q: 3 clusters Score -392995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -392997.125000 Penalty: 2659.059326
	Iteration 20F: 3 clusters Score -392997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -392997.843750 Penalty: 2659.059326
	Iteration 21Q: 3 clusters Score -392997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -392998.843750 Penalty: 2659.059326
	Iteration 22Q: 3 clusters Score -392998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -392998.843750 Penalty: 2659.059326
	Iteration 23F: 3 clusters Score -392998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54659 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 57118 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123173 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 162314 members 
Mstep: Class 13 contains 135914 members 
Mstep: Class 14 contains 18196 members 
Mstep: Class 15 contains 83141 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45610 members 
Mstep: Class 21 contains 31050 members 
Mstep: Class 22 contains 122038 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874344.000000 Penalty: 42425.843750
Iteration 199Q: 20 clusters Score -9.887434e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54666 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 57451 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123135 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 162287 members 
Mstep: Class 13 contains 135742 members 
Mstep: Class 14 contains 18196 members 
Mstep: Class 15 contains 83180 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45538 members 
Mstep: Class 21 contains 31012 members 
Mstep: Class 22 contains 122043 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874376.000000 Penalty: 42425.843750
Iteration 200F: 20 clusters Score -9.887438e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54668 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 57732 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123114 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 162261 members 
Mstep: Class 13 contains 135552 members 
Mstep: Class 14 contains 18194 members 
Mstep: Class 15 contains 83228 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45483 members 
Mstep: Class 21 contains 30991 members 
Mstep: Class 22 contains 122057 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874304.000000 Penalty: 42425.843750
Iteration 201Q: 20 clusters Score -9.88743e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 54674 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 57964 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123104 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 162207 members 
Mstep: Class 13 contains 135414 members 
Mstep: Class 14 contains 18191 members 
Mstep: Class 15 contains 83285 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45438 members 
Mstep: Class 21 contains 30969 members 
Mstep: Class 22 contains 122073 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874320.000000 Penalty: 42425.843750
Iteration 202Q: 20 clusters Score -9.887432e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 54676 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 58133 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123105 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 162169 members 
Mstep: Class 13 contains 135295 members 
Mstep: Class 14 contains 18193 members 
Mstep: Class 15 contains 83341 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45406 members 
Mstep: Class 21 contains 30949 members 
Mstep: Class 22 contains 122085 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874408.000000 Penalty: 42425.843750
Iteration 203Q: 20 clusters Score -9.887441e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54682 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 58298 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123106 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 162149 members 
Mstep: Class 13 contains 135177 members 
Mstep: Class 14 contains 18191 members 
Mstep: Class 15 contains 83381 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45382 members 
Mstep: Class 21 contains 30928 members 
Mstep: Class 22 contains 122092 members 
Mstep: Class 23 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874424.000000 Penalty: 42425.843750
Iteration 204Q: 20 clusters Score -9.887442e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54685 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 58429 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 162147 members 
Mstep: Class 13 contains 135080 members 
Mstep: Class 14 contains 18191 members 
Mstep: Class 15 contains 83422 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45352 members 
Mstep: Class 21 contains 30907 members 
Mstep: Class 22 contains 122101 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874384.000000 Penalty: 42425.843750
Iteration 205Q: 20 clusters Score -9.887438e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54693 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 58533 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123082 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 162149 members 
Mstep: Class 13 contains 134994 members 
Mstep: Class 14 contains 18197 members 
Mstep: Class 15 contains 83447 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45331 members 
Mstep: Class 21 contains 30892 members 
Mstep: Class 22 contains 122101 members 
Mstep: Class 23 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874496.000000 Penalty: 42425.843750
Iteration 206Q: 20 clusters Score -9.88745e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54701 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 58622 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123072 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 162144 members 
Mstep: Class 13 contains 134922 members 
Mstep: Class 14 contains 18206 members 
Mstep: Class 15 contains 83466 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45318 members 
Mstep: Class 21 contains 30885 members 
Mstep: Class 22 contains 122102 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874480.000000 Penalty: 42425.843750
Iteration 207Q: 20 clusters Score -9.887448e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54708 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 58699 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123063 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 162163 members 
Mstep: Class 13 contains 134830 members 
Mstep: Class 14 contains 18205 members 
Mstep: Class 15 contains 83489 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45305 members 
Mstep: Class 21 contains 30881 members 
Mstep: Class 22 contains 122106 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874384.000000 Penalty: 42425.843750
Iteration 208Q: 20 clusters Score -9.887438e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54712 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 58772 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123057 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 162181 members 
Mstep: Class 13 contains 134750 members 
Mstep: Class 14 contains 18209 members 
Mstep: Class 15 contains 83508 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45294 members 
Mstep: Class 21 contains 30876 members 
Mstep: Class 22 contains 122108 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874384.000000 Penalty: 42425.843750
Iteration 209Q: 20 clusters Score -9.887438e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54717 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 58829 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123051 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 134690 members 
Mstep: Class 14 contains 18211 members 
Mstep: Class 15 contains 83532 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45282 members 
Mstep: Class 21 contains 30866 members 
Mstep: Class 22 contains 122114 members 
Mstep: Class 23 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874480.000000 Penalty: 42425.843750
Iteration 210Q: 20 clusters Score -9.887448e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54722 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 58876 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123052 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 162195 members 
Mstep: Class 13 contains 134636 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 83546 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 30855 members 
Mstep: Class 22 contains 122117 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874432.000000 Penalty: 42425.843750
Iteration 211Q: 20 clusters Score -9.887443e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54724 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 58920 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123044 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 162192 members 
Mstep: Class 13 contains 134598 members 
Mstep: Class 14 contains 18219 members 
Mstep: Class 15 contains 83566 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45270 members 
Mstep: Class 21 contains 30846 members 
Mstep: Class 22 contains 122119 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874456.000000 Penalty: 42425.843750
Iteration 212Q: 20 clusters Score -9.887446e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 54730 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 58955 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123046 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 162186 members 
Mstep: Class 13 contains 134561 members 
Mstep: Class 14 contains 18222 members 
Mstep: Class 15 contains 83577 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45263 members 
Mstep: Class 21 contains 30844 members 
Mstep: Class 22 contains 122124 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874472.000000 Penalty: 42425.843750
Iteration 213Q: 20 clusters Score -9.887447e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 54729 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 58989 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123048 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 162194 members 
Mstep: Class 13 contains 134515 members 
Mstep: Class 14 contains 18226 members 
Mstep: Class 15 contains 83589 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45256 members 
Mstep: Class 21 contains 30844 members 
Mstep: Class 22 contains 122124 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874512.000000 Penalty: 42425.843750
Iteration 214Q: 20 clusters Score -9.887451e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 54730 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59011 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123051 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 12 contains 162203 members 
Mstep: Class 13 contains 134475 members 
Mstep: Class 14 contains 18225 members 
Mstep: Class 15 contains 83605 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45243 members 
Mstep: Class 21 contains 30848 members 
Mstep: Class 22 contains 122125 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874408.000000 Penalty: 42425.843750
Iteration 215Q: 20 clusters Score -9.887441e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 54728 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59032 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123053 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 162199 members 
Mstep: Class 13 contains 134448 members 
Mstep: Class 14 contains 18231 members 
Mstep: Class 15 contains 83622 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 20 contains 45231 members 
Mstep: Class 21 contains 30849 members 
Mstep: Class 22 contains 122129 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874520.000000 Penalty: 42425.843750
Iteration 216Q: 20 clusters Score -9.887452e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 54733 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59049 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123055 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 162207 members 
Mstep: Class 13 contains 134409 members 
Mstep: Class 14 contains 18243 members 
Mstep: Class 15 contains 83630 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45216 members 
Mstep: Class 21 contains 30852 members 
Mstep: Class 22 contains 122137 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874520.000000 Penalty: 42425.843750
Iteration 217Q: 20 clusters Score -9.887452e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 3 contains 3706 members 
Mstep: Class 4 contains 54729 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59066 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123057 members 
Mstep: Class 11 contains 2636 members 
Mstep: Class 12 contains 162217 members 
Mstep: Class 13 contains 134376 members 
Mstep: Class 14 contains 18252 members 
Mstep: Class 15 contains 83642 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45209 members 
Mstep: Class 21 contains 30850 members 
Mstep: Class 22 contains 122138 members 
Mstep: Class 23 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874544.000000 Penalty: 42425.843750
Iteration 218Q: 20 clusters Score -9.887454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 54731 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59081 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123056 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162211 members 
Mstep: Class 13 contains 134345 members 
Mstep: Class 14 contains 18262 members 
Mstep: Class 15 contains 83656 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45205 members 
Mstep: Class 21 contains 30855 members 
Mstep: Class 22 contains 122140 members 
Mstep: Class 23 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874520.000000 Penalty: 42425.843750
Iteration 219Q: 20 clusters Score -9.887452e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 54734 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59098 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123055 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162210 members 
Mstep: Class 13 contains 134316 members 
Mstep: Class 14 contains 18269 members 
Mstep: Class 15 contains 83662 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45200 members 
Mstep: Class 21 contains 30859 members 
Mstep: Class 22 contains 122143 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874456.000000 Penalty: 42425.843750
Iteration 220F: 20 clusters Score -9.887446e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 54737 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59120 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123055 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162212 members 
Mstep: Class 13 contains 134287 members 
Mstep: Class 14 contains 18278 members 
Mstep: Class 15 contains 83664 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45199 members 
Mstep: Class 21 contains 30854 members 
Mstep: Class 22 contains 122143 members 
Mstep: Class 23 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874640.000000 Penalty: 42425.843750
Iteration 221Q: 20 clusters Score -9.887464e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 54739 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59138 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123054 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162218 members 
Mstep: Class 13 contains 134256 members 
Mstep: Class 14 contains 18280 members 
Mstep: Class 15 contains 83669 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45195 members 
Mstep: Class 21 contains 30854 members 
Mstep: Class 22 contains 122143 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874712.000000 Penalty: 42425.843750
Iteration 222Q: 20 clusters Score -9.887471e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 54744 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59149 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123057 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162222 members 
Mstep: Class 13 contains 134228 members 
Mstep: Class 14 contains 18281 members 
Mstep: Class 15 contains 83680 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45192 members 
Mstep: Class 21 contains 30854 members 
Mstep: Class 22 contains 122143 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 223Q: 20 clusters Score -9.88747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 54743 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59160 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123056 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162222 members 
Mstep: Class 13 contains 134209 members 
Mstep: Class 14 contains 18286 members 
Mstep: Class 15 contains 83693 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45185 members 
Mstep: Class 21 contains 30855 members 
Mstep: Class 22 contains 122143 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874648.000000 Penalty: 42425.843750
Iteration 224Q: 20 clusters Score -9.887465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 54746 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59174 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 123058 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162223 members 
Mstep: Class 13 contains 134193 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 15 contains 83701 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45179 members 
Mstep: Class 21 contains 30852 members 
Mstep: Class 22 contains 122144 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874648.000000 Penalty: 42425.843750
Iteration 225Q: 20 clusters Score -9.887465e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 54748 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59190 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123061 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162222 members 
Mstep: Class 13 contains 134177 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 15 contains 83710 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45168 members 
Mstep: Class 21 contains 30852 members 
Mstep: Class 22 contains 122147 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874704.000000 Penalty: 42425.843750
Iteration 226Q: 20 clusters Score -9.88747e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 54751 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59204 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123060 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162225 members 
Mstep: Class 13 contains 134167 members 
Mstep: Class 14 contains 18289 members 
Mstep: Class 15 contains 83716 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45156 members 
Mstep: Class 21 contains 30849 members 
Mstep: Class 22 contains 122148 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 227Q: 20 clusters Score -9.88747e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 54751 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59216 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123058 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 162231 members 
Mstep: Class 13 contains 134158 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 15 contains 83721 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45149 members 
Mstep: Class 21 contains 30844 members 
Mstep: Class 22 contains 122148 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874680.000000 Penalty: 42425.843750
Iteration 228Q: 20 clusters Score -9.887468e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 54752 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59226 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123057 members 
Mstep: Class 11 contains 2634 members 
Mstep: Class 12 contains 162232 members 
Mstep: Class 13 contains 134150 members 
Mstep: Class 14 contains 18299 members 
Mstep: Class 15 contains 83725 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45140 members 
Mstep: Class 21 contains 30843 members 
Mstep: Class 22 contains 122147 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874648.000000 Penalty: 42425.843750
Iteration 229Q: 20 clusters Score -9.887465e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54754 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59241 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123061 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 12 contains 162232 members 
Mstep: Class 13 contains 134137 members 
Mstep: Class 14 contains 18301 members 
Mstep: Class 15 contains 83729 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45125 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122149 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874624.000000 Penalty: 42425.843750
Iteration 230Q: 20 clusters Score -9.887462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54754 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59249 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123060 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 162236 members 
Mstep: Class 13 contains 134125 members 
Mstep: Class 14 contains 18302 members 
Mstep: Class 15 contains 83733 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45115 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122155 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874680.000000 Penalty: 42425.843750
Iteration 231Q: 20 clusters Score -9.887468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54754 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59252 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123062 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 162237 members 
Mstep: Class 13 contains 134116 members 
Mstep: Class 14 contains 18306 members 
Mstep: Class 15 contains 83736 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45111 members 
Mstep: Class 21 contains 30842 members 
Mstep: Class 22 contains 122158 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874680.000000 Penalty: 42425.843750
Iteration 232Q: 20 clusters Score -9.887468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54754 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59255 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123062 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 162236 members 
Mstep: Class 13 contains 134111 members 
Mstep: Class 14 contains 18312 members 
Mstep: Class 15 contains 83739 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45107 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122159 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874712.000000 Penalty: 42425.843750
Iteration 233Q: 20 clusters Score -9.887471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54755 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 59260 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123063 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162236 members 
Mstep: Class 13 contains 134101 members 
Mstep: Class 14 contains 18321 members 
Mstep: Class 15 contains 83745 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45094 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122162 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874680.000000 Penalty: 42425.843750
Iteration 234Q: 20 clusters Score -9.887468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54757 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59265 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123063 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162236 members 
Mstep: Class 13 contains 134096 members 
Mstep: Class 14 contains 18323 members 
Mstep: Class 15 contains 83747 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45084 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122166 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 235Q: 20 clusters Score -9.88747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54759 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59275 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123064 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162233 members 
Mstep: Class 13 contains 134094 members 
Mstep: Class 14 contains 18324 members 
Mstep: Class 15 contains 83750 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45070 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122169 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874704.000000 Penalty: 42425.843750
Iteration 236Q: 20 clusters Score -9.88747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54761 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59285 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123066 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162224 members 
Mstep: Class 13 contains 134093 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83754 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45060 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122170 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874744.000000 Penalty: 42425.843750
Iteration 237Q: 20 clusters Score -9.887474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54762 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59292 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123068 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162224 members 
Mstep: Class 13 contains 134090 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83755 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45051 members 
Mstep: Class 21 contains 30842 members 
Mstep: Class 22 contains 122170 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874712.000000 Penalty: 42425.843750
Iteration 238Q: 20 clusters Score -9.887471e+07 nChanged 22
Entering ConstructFrom: 
Score: -98874712.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (75095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Entering Unmasked Estep 
Score: -8254789.000000 Penalty: 1824.307739
	Iteration 0F: 2 clusters Score -8254789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -8204757.000000 Penalty: 3648.615479
	Iteration 0F: 3 clusters Score -8204757 nChanged 35418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -8224800.000000 Penalty: 3648.615479
	Iteration 1F: 3 clusters Score -8224800 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8225504.000000 Penalty: 3648.615479
	Iteration 2Q: 3 clusters Score -8225504 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -8226386.000000 Penalty: 3648.615479
	Iteration 3Q: 3 clusters Score -8226386 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8227802.000000 Penalty: 3648.615479
	Iteration 4Q: 3 clusters Score -8227802 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8229868.500000 Penalty: 3648.615479
	Iteration 5F: 3 clusters Score -8229868 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -8233394.000000 Penalty: 3648.615479
	Iteration 6F: 3 clusters Score -8233394 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -8238044.500000 Penalty: 3648.615479
	Iteration 7F: 3 clusters Score -8238044 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -8242443.000000 Penalty: 3648.615479
	Iteration 8F: 3 clusters Score -8242443 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -8245173.000000 Penalty: 3648.615479
	Iteration 9F: 3 clusters Score -8245173 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -8246454.500000 Penalty: 3648.615479
	Iteration 10Q: 3 clusters Score -8246454 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -8247353.000000 Penalty: 3648.615479
	Iteration 11Q: 3 clusters Score -8247353 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -8248101.500000 Penalty: 3648.615479
	Iteration 12Q: 3 clusters Score -8248102 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -8248826.500000 Penalty: 3648.615479
	Iteration 13Q: 3 clusters Score -8248826 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -8249481.000000 Penalty: 3648.615479
	Iteration 14Q: 3 clusters Score -8249481 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -8250097.000000 Penalty: 3648.615479
	Iteration 15Q: 3 clusters Score -8250097 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8250633.000000 Penalty: 3648.615479
	Iteration 16Q: 3 clusters Score -8250633 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -8251077.500000 Penalty: 3648.615479
	Iteration 17Q: 3 clusters Score -8251078 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -8251453.500000 Penalty: 3648.615479
	Iteration 18Q: 3 clusters Score -8251454 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -8251782.000000 Penalty: 3648.615479
	Iteration 19Q: 3 clusters Score -8251782 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -8252049.500000 Penalty: 3648.615479
	Iteration 20F: 3 clusters Score -8252050 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -8252285.500000 Penalty: 3648.615479
	Iteration 21Q: 3 clusters Score -8252286 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -8252505.500000 Penalty: 3648.615479
	Iteration 22Q: 3 clusters Score -8252506 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8252685.000000 Penalty: 3648.615479
	Iteration 23Q: 3 clusters Score -8252685 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -8252812.000000 Penalty: 3648.615479
	Iteration 24Q: 3 clusters Score -8252812 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -8252950.000000 Penalty: 3648.615479
	Iteration 25Q: 3 clusters Score -8252950 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -8253065.000000 Penalty: 3648.615479
	Iteration 26Q: 3 clusters Score -8253065 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -8253166.500000 Penalty: 3648.615479
	Iteration 27Q: 3 clusters Score -8253166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -8253256.500000 Penalty: 3648.615479
	Iteration 28Q: 3 clusters Score -8253256 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -8253295.500000 Penalty: 3648.615479
	Iteration 29Q: 3 clusters Score -8253296 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -8253357.500000 Penalty: 3648.615479
	Iteration 30Q: 3 clusters Score -8253358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -8253410.000000 Penalty: 3648.615479
	Iteration 31Q: 3 clusters Score -8253410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -8253430.500000 Penalty: 3648.615479
	Iteration 32Q: 3 clusters Score -8253430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -8253479.000000 Penalty: 3648.615479
	Iteration 33Q: 3 clusters Score -8253479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -8253495.000000 Penalty: 3648.615479
	Iteration 34Q: 3 clusters Score -8253495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -8253499.500000 Penalty: 3648.615479
	Iteration 35Q: 3 clusters Score -8253500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -8253514.000000 Penalty: 3648.615479
	Iteration 36Q: 3 clusters Score -8253514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -8253505.500000 Penalty: 3648.615479
	Iteration 37Q: 3 clusters Score -8253506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -8253506.000000 Penalty: 3648.615479
	Iteration 38Q: 3 clusters Score -8253506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -8253527.000000 Penalty: 3648.615479
	Iteration 39Q: 3 clusters Score -8253527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -8253532.500000 Penalty: 3648.615479
	Iteration 40F: 3 clusters Score -8253532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -8253537.500000 Penalty: 3648.615479
	Iteration 41Q: 3 clusters Score -8253538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -8253544.500000 Penalty: 3648.615479
	Iteration 42Q: 3 clusters Score -8253544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -8253551.000000 Penalty: 3648.615479
	Iteration 43Q: 3 clusters Score -8253551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -8253546.500000 Penalty: 3648.615479
	Iteration 44Q: 3 clusters Score -8253546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -8253555.000000 Penalty: 3648.615479
	Iteration 45Q: 3 clusters Score -8253555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -8253554.000000 Penalty: 3648.615479
	Iteration 46Q: 3 clusters Score -8253554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -8253553.000000 Penalty: 3648.615479
	Iteration 47Q: 3 clusters Score -8253553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -8253561.000000 Penalty: 3648.615479
	Iteration 48Q: 3 clusters Score -8253561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -8253563.000000 Penalty: 3648.615479
	Iteration 49Q: 3 clusters Score -8253563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -8253563.500000 Penalty: 3648.615479
	Iteration 50Q: 3 clusters Score -8253564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -8253571.000000 Penalty: 3648.615479
	Iteration 51Q: 3 clusters Score -8253571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -8253575.500000 Penalty: 3648.615479
	Iteration 52Q: 3 clusters Score -8253576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -8253574.000000 Penalty: 3648.615479
	Iteration 53Q: 3 clusters Score -8253574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -8253580.000000 Penalty: 3648.615479
	Iteration 54Q: 3 clusters Score -8253580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -8253572.500000 Penalty: 3648.615479
	Iteration 55Q: 3 clusters Score -8253572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -8253571.500000 Penalty: 3648.615479
	Iteration 56Q: 3 clusters Score -8253572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -8253577.000000 Penalty: 3648.615479
	Iteration 57Q: 3 clusters Score -8253577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -8253579.000000 Penalty: 3648.615479
	Iteration 58Q: 3 clusters Score -8253579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -8253585.500000 Penalty: 3648.615479
	Iteration 59Q: 3 clusters Score -8253586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -8253581.000000 Penalty: 3648.615479
	Iteration 60F: 3 clusters Score -8253581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -8253592.000000 Penalty: 3648.615479
	Iteration 61Q: 3 clusters Score -8253592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -8253585.500000 Penalty: 3648.615479
	Iteration 62Q: 3 clusters Score -8253586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -8253588.000000 Penalty: 3648.615479
	Iteration 63Q: 3 clusters Score -8253588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -8253586.500000 Penalty: 3648.615479
	Iteration 64Q: 3 clusters Score -8253586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -8253591.500000 Penalty: 3648.615479
	Iteration 65Q: 3 clusters Score -8253592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -8253579.500000 Penalty: 3648.615479
	Iteration 66Q: 3 clusters Score -8253580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -8253576.000000 Penalty: 3648.615479
	Iteration 67Q: 3 clusters Score -8253576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -8253584.000000 Penalty: 3648.615479
	Iteration 68Q: 3 clusters Score -8253584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -8253592.500000 Penalty: 3648.615479
	Iteration 69Q: 3 clusters Score -8253592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -8253587.500000 Penalty: 3648.615479
	Iteration 70Q: 3 clusters Score -8253588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -8253590.000000 Penalty: 3648.615479
	Iteration 71Q: 3 clusters Score -8253590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -8253590.000000 Penalty: 3648.615479
	Iteration 72F: 3 clusters Score -8253590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -376052.187500 Penalty: 1335.684326
	Iteration 0F: 2 clusters Score -376052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -372926.406250 Penalty: 2671.368652
	Iteration 0F: 3 clusters Score -372926.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -373801.218750 Penalty: 2671.368652
	Iteration 1F: 3 clusters Score -373801.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -373977.406250 Penalty: 2671.368652
	Iteration 2F: 3 clusters Score -373977.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -374089.843750 Penalty: 2671.368652
	Iteration 3F: 3 clusters Score -374089.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -374195.812500 Penalty: 2671.368652
	Iteration 4Q: 3 clusters Score -374195.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -374339.625000 Penalty: 2671.368652
	Iteration 5Q: 3 clusters Score -374339.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -374501.437500 Penalty: 2671.368652
	Iteration 6Q: 3 clusters Score -374501.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -374655.812500 Penalty: 2671.368652
	Iteration 7Q: 3 clusters Score -374655.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -374747.218750 Penalty: 2671.368652
	Iteration 8Q: 3 clusters Score -374747.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -374812.906250 Penalty: 2671.368652
	Iteration 9Q: 3 clusters Score -374812.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -374851.468750 Penalty: 2671.368652
	Iteration 10Q: 3 clusters Score -374851.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -374874.625000 Penalty: 2671.368652
	Iteration 11Q: 3 clusters Score -374874.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -374895.312500 Penalty: 2671.368652
	Iteration 12Q: 3 clusters Score -374895.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -374909.593750 Penalty: 2671.368652
	Iteration 13Q: 3 clusters Score -374909.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -374925.000000 Penalty: 2671.368652
	Iteration 14Q: 3 clusters Score -374925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -374937.281250 Penalty: 2671.368652
	Iteration 15Q: 3 clusters Score -374937.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -374946.406250 Penalty: 2671.368652
	Iteration 16Q: 3 clusters Score -374946.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -374954.781250 Penalty: 2671.368652
	Iteration 17Q: 3 clusters Score -374954.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -374959.875000 Penalty: 2671.368652
	Iteration 18Q: 3 clusters Score -374959.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -374964.843750 Penalty: 2671.368652
	Iteration 19Q: 3 clusters Score -374964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -374967.843750 Penalty: 2671.368652
	Iteration 20F: 3 clusters Score -374967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -374976.750000 Penalty: 2671.368652
	Iteration 21Q: 3 clusters Score -374976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -374982.312500 Penalty: 2671.368652
	Iteration 22Q: 3 clusters Score -374982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -374988.812500 Penalty: 2671.368652
	Iteration 23Q: 3 clusters Score -374988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -374990.562500 Penalty: 2671.368652
	Iteration 24Q: 3 clusters Score -374990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -374992.343750 Penalty: 2671.368652
	Iteration 25Q: 3 clusters Score -374992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -374993.250000 Penalty: 2671.368652
	Iteration 26Q: 3 clusters Score -374993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -374994.656250 Penalty: 2671.368652
	Iteration 27Q: 3 clusters Score -374994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -374994.500000 Penalty: 2671.368652
	Iteration 28Q: 3 clusters Score -374994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -374995.468750 Penalty: 2671.368652
	Iteration 29Q: 3 clusters Score -374995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -374995.750000 Penalty: 2671.368652
	Iteration 30Q: 3 clusters Score -374995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -374996.000000 Penalty: 2671.368652
	Iteration 31Q: 3 clusters Score -374996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -374996.593750 Penalty: 2671.368652
	Iteration 32Q: 3 clusters Score -374996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -374997.843750 Penalty: 2671.368652
	Iteration 33Q: 3 clusters Score -374997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -374999.125000 Penalty: 2671.368652
	Iteration 34Q: 3 clusters Score -374999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -375000.218750 Penalty: 2671.368652
	Iteration 35Q: 3 clusters Score -375000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -375002.375000 Penalty: 2671.368652
	Iteration 36Q: 3 clusters Score -375002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -375004.343750 Penalty: 2671.368652
	Iteration 37Q: 3 clusters Score -375004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -375005.000000 Penalty: 2671.368652
	Iteration 38Q: 3 clusters Score -375005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -375005.781250 Penalty: 2671.368652
	Iteration 39Q: 3 clusters Score -375005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -375005.406250 Penalty: 2671.368652
	Iteration 40F: 3 clusters Score -375005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -375005.437500 Penalty: 2671.368652
	Iteration 41Q: 3 clusters Score -375005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -375005.437500 Penalty: 2671.368652
	Iteration 42F: 3 clusters Score -375005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Entering Unmasked Estep 
Score: -5753888.500000 Penalty: 1773.003174
	Iteration 0F: 2 clusters Score -5753888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -5717202.000000 Penalty: 3546.006348
	Iteration 0F: 3 clusters Score -5717202 nChanged 25823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -5732298.500000 Penalty: 3546.006348
	Iteration 1F: 3 clusters Score -5732298 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -5733273.500000 Penalty: 3546.006348
	Iteration 2Q: 3 clusters Score -5733274 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5734657.000000 Penalty: 3546.006348
	Iteration 3F: 3 clusters Score -5734657 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -5736747.500000 Penalty: 3546.006348
	Iteration 4F: 3 clusters Score -5736748 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5739410.000000 Penalty: 3546.006348
	Iteration 5F: 3 clusters Score -5739410 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5742355.500000 Penalty: 3546.006348
	Iteration 6F: 3 clusters Score -5742356 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -5744914.000000 Penalty: 3546.006348
	Iteration 7F: 3 clusters Score -5744914 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5746947.000000 Penalty: 3546.006348
	Iteration 8F: 3 clusters Score -5746947 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -5748537.000000 Penalty: 3546.006348
	Iteration 9Q: 3 clusters Score -5748537 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -5749889.000000 Penalty: 3546.006348
	Iteration 10Q: 3 clusters Score -5749889 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -5751000.500000 Penalty: 3546.006348
	Iteration 11Q: 3 clusters Score -5751000 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -5751840.500000 Penalty: 3546.006348
	Iteration 12Q: 3 clusters Score -5751840 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -5752251.500000 Penalty: 3546.006348
	Iteration 13Q: 3 clusters Score -5752252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -5752429.000000 Penalty: 3546.006348
	Iteration 14Q: 3 clusters Score -5752429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -5752485.500000 Penalty: 3546.006348
	Iteration 15Q: 3 clusters Score -5752486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -5752529.500000 Penalty: 3546.006348
	Iteration 16Q: 3 clusters Score -5752530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -5752561.000000 Penalty: 3546.006348
	Iteration 17Q: 3 clusters Score -5752561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -5752574.500000 Penalty: 3546.006348
	Iteration 18Q: 3 clusters Score -5752574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -5752590.500000 Penalty: 3546.006348
	Iteration 19Q: 3 clusters Score -5752590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -5752617.000000 Penalty: 3546.006348
	Iteration 20F: 3 clusters Score -5752617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -5752621.000000 Penalty: 3546.006348
	Iteration 21Q: 3 clusters Score -5752621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -5752637.000000 Penalty: 3546.006348
	Iteration 22Q: 3 clusters Score -5752637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -5752657.000000 Penalty: 3546.006348
	Iteration 23Q: 3 clusters Score -5752657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -5752676.500000 Penalty: 3546.006348
	Iteration 24Q: 3 clusters Score -5752676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -5752717.000000 Penalty: 3546.006348
	Iteration 25Q: 3 clusters Score -5752717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -5752750.000000 Penalty: 3546.006348
	Iteration 26Q: 3 clusters Score -5752750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -5752795.000000 Penalty: 3546.006348
	Iteration 27Q: 3 clusters Score -5752795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -5752892.500000 Penalty: 3546.006348
	Iteration 28Q: 3 clusters Score -5752892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -5753040.000000 Penalty: 3546.006348
	Iteration 29Q: 3 clusters Score -5753040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -5753146.000000 Penalty: 3546.006348
	Iteration 30Q: 3 clusters Score -5753146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -5753187.500000 Penalty: 3546.006348
	Iteration 31Q: 3 clusters Score -5753188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -5753206.000000 Penalty: 3546.006348
	Iteration 32Q: 3 clusters Score -5753206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -5753215.500000 Penalty: 3546.006348
	Iteration 33Q: 3 clusters Score -5753216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -5753218.000000 Penalty: 3546.006348
	Iteration 34Q: 3 clusters Score -5753218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -5753222.000000 Penalty: 3546.006348
	Iteration 35Q: 3 clusters Score -5753222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -5753223.500000 Penalty: 3546.006348
	Iteration 36Q: 3 clusters Score -5753224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -5753237.000000 Penalty: 3546.006348
	Iteration 37Q: 3 clusters Score -5753237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -5753234.500000 Penalty: 3546.006348
	Iteration 38Q: 3 clusters Score -5753234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -5753235.000000 Penalty: 3546.006348
	Iteration 39Q: 3 clusters Score -5753235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -5753235.000000 Penalty: 3546.006348
	Iteration 40F: 3 clusters Score -5753235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -5753228.500000 Penalty: 3546.006348
	Iteration 41Q: 3 clusters Score -5753228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -5753228.500000 Penalty: 3546.006348
	Iteration 42F: 3 clusters Score -5753228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -115488.890625 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -115488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114001.695312 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -114001.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114251.453125 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -114251.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114316.554688 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -114316.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114364.343750 Penalty: 2263.036865
	Iteration 3Q: 3 clusters Score -114364.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114390.984375 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -114391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114403.820312 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -114403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114413.414062 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -114413.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114425.875000 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -114425.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -114435.359375 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -114435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114442.640625 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -114442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114453.132812 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -114453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -114461.257812 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -114461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114467.132812 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -114467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -114468.203125 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -114468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -114468.585938 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -114468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -114470.031250 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -114470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114471.015625 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -114471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114472.054688 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -114472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -114472.984375 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -114473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -114475.343750 Penalty: 2263.036865
	Iteration 19Q: 3 clusters Score -114475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -114477.265625 Penalty: 2263.036865
	Iteration 20F: 3 clusters Score -114477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -114481.140625 Penalty: 2263.036865
	Iteration 21Q: 3 clusters Score -114481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -114482.937500 Penalty: 2263.036865
	Iteration 22Q: 3 clusters Score -114482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -114485.351562 Penalty: 2263.036865
	Iteration 23Q: 3 clusters Score -114485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114486.429688 Penalty: 2263.036865
	Iteration 24Q: 3 clusters Score -114486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114486.429688 Penalty: 2263.036865
	Iteration 25F: 3 clusters Score -114486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -245838.609375 Penalty: 1254.069580
	Iteration 0F: 2 clusters Score -245838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -243598.515625 Penalty: 2508.139160
	Iteration 0F: 3 clusters Score -243598.5 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -244048.109375 Penalty: 2508.139160
	Iteration 1F: 3 clusters Score -244048.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -244146.078125 Penalty: 2508.139160
	Iteration 2F: 3 clusters Score -244146.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244202.390625 Penalty: 2508.139160
	Iteration 3Q: 3 clusters Score -244202.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -244247.312500 Penalty: 2508.139160
	Iteration 4Q: 3 clusters Score -244247.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -244280.390625 Penalty: 2508.139160
	Iteration 5Q: 3 clusters Score -244280.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -244309.828125 Penalty: 2508.139160
	Iteration 6Q: 3 clusters Score -244309.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -244336.140625 Penalty: 2508.139160
	Iteration 7Q: 3 clusters Score -244336.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -244359.750000 Penalty: 2508.139160
	Iteration 8Q: 3 clusters Score -244359.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -244376.718750 Penalty: 2508.139160
	Iteration 9Q: 3 clusters Score -244376.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -244391.390625 Penalty: 2508.139160
	Iteration 10Q: 3 clusters Score -244391.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -244402.453125 Penalty: 2508.139160
	Iteration 11Q: 3 clusters Score -244402.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -244412.312500 Penalty: 2508.139160
	Iteration 12Q: 3 clusters Score -244412.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -244419.343750 Penalty: 2508.139160
	Iteration 13Q: 3 clusters Score -244419.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -244425.921875 Penalty: 2508.139160
	Iteration 14Q: 3 clusters Score -244425.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -244432.890625 Penalty: 2508.139160
	Iteration 15Q: 3 clusters Score -244432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -244438.953125 Penalty: 2508.139160
	Iteration 16Q: 3 clusters Score -244439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -244445.500000 Penalty: 2508.139160
	Iteration 17Q: 3 clusters Score -244445.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -244456.015625 Penalty: 2508.139160
	Iteration 18Q: 3 clusters Score -244456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -244462.843750 Penalty: 2508.139160
	Iteration 19Q: 3 clusters Score -244462.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -244471.234375 Penalty: 2508.139160
	Iteration 20F: 3 clusters Score -244471.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -244479.843750 Penalty: 2508.139160
	Iteration 21Q: 3 clusters Score -244479.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -244486.937500 Penalty: 2508.139160
	Iteration 22Q: 3 clusters Score -244486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -244497.656250 Penalty: 2508.139160
	Iteration 23Q: 3 clusters Score -244497.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -244505.234375 Penalty: 2508.139160
	Iteration 24Q: 3 clusters Score -244505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -244514.109375 Penalty: 2508.139160
	Iteration 25Q: 3 clusters Score -244514.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -244520.546875 Penalty: 2508.139160
	Iteration 26Q: 3 clusters Score -244520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -244528.250000 Penalty: 2508.139160
	Iteration 27Q: 3 clusters Score -244528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -244536.281250 Penalty: 2508.139160
	Iteration 28Q: 3 clusters Score -244536.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -244543.890625 Penalty: 2508.139160
	Iteration 29Q: 3 clusters Score -244543.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -244550.718750 Penalty: 2508.139160
	Iteration 30Q: 3 clusters Score -244550.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -244559.625000 Penalty: 2508.139160
	Iteration 31Q: 3 clusters Score -244559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -244566.421875 Penalty: 2508.139160
	Iteration 32Q: 3 clusters Score -244566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -244575.375000 Penalty: 2508.139160
	Iteration 33Q: 3 clusters Score -244575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -244581.890625 Penalty: 2508.139160
	Iteration 34Q: 3 clusters Score -244581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -244584.656250 Penalty: 2508.139160
	Iteration 35Q: 3 clusters Score -244584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -244585.437500 Penalty: 2508.139160
	Iteration 36Q: 3 clusters Score -244585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244588.296875 Penalty: 2508.139160
	Iteration 37Q: 3 clusters Score -244588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -244595.468750 Penalty: 2508.139160
	Iteration 38Q: 3 clusters Score -244595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -244597.953125 Penalty: 2508.139160
	Iteration 39Q: 3 clusters Score -244598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -244601.984375 Penalty: 2508.139160
	Iteration 40F: 3 clusters Score -244602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -244606.578125 Penalty: 2508.139160
	Iteration 41Q: 3 clusters Score -244606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -244610.953125 Penalty: 2508.139160
	Iteration 42Q: 3 clusters Score -244611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -244614.187500 Penalty: 2508.139160
	Iteration 43Q: 3 clusters Score -244614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -244616.421875 Penalty: 2508.139160
	Iteration 44Q: 3 clusters Score -244616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -244618.468750 Penalty: 2508.139160
	Iteration 45Q: 3 clusters Score -244618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -244620.953125 Penalty: 2508.139160
	Iteration 46Q: 3 clusters Score -244621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -244623.500000 Penalty: 2508.139160
	Iteration 47Q: 3 clusters Score -244623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -244625.312500 Penalty: 2508.139160
	Iteration 48Q: 3 clusters Score -244625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -244628.343750 Penalty: 2508.139160
	Iteration 49Q: 3 clusters Score -244628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -244634.140625 Penalty: 2508.139160
	Iteration 50Q: 3 clusters Score -244634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -244636.937500 Penalty: 2508.139160
	Iteration 51Q: 3 clusters Score -244636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -244640.015625 Penalty: 2508.139160
	Iteration 52Q: 3 clusters Score -244640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -244641.500000 Penalty: 2508.139160
	Iteration 53Q: 3 clusters Score -244641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -244643.437500 Penalty: 2508.139160
	Iteration 54Q: 3 clusters Score -244643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -244645.500000 Penalty: 2508.139160
	Iteration 55Q: 3 clusters Score -244645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -244646.093750 Penalty: 2508.139160
	Iteration 56Q: 3 clusters Score -244646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -244646.718750 Penalty: 2508.139160
	Iteration 57Q: 3 clusters Score -244646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -244647.000000 Penalty: 2508.139160
	Iteration 58Q: 3 clusters Score -244647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -244647.484375 Penalty: 2508.139160
	Iteration 59Q: 3 clusters Score -244647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -244647.578125 Penalty: 2508.139160
	Iteration 60F: 3 clusters Score -244647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -244648.234375 Penalty: 2508.139160
	Iteration 61Q: 3 clusters Score -244648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -244648.500000 Penalty: 2508.139160
	Iteration 62Q: 3 clusters Score -244648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -244648.953125 Penalty: 2508.139160
	Iteration 63Q: 3 clusters Score -244649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -244649.078125 Penalty: 2508.139160
	Iteration 64Q: 3 clusters Score -244649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -244649.687500 Penalty: 2508.139160
	Iteration 65Q: 3 clusters Score -244649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -244649.687500 Penalty: 2508.139160
	Iteration 66F: 3 clusters Score -244649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Entering Unmasked Estep 
Score: -6518740.500000 Penalty: 1785.931519
	Iteration 0F: 2 clusters Score -6518740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -6479179.000000 Penalty: 3571.863037
	Iteration 0F: 3 clusters Score -6479179 nChanged 27870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -6495064.000000 Penalty: 3571.863037
	Iteration 1F: 3 clusters Score -6495064 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -6495389.000000 Penalty: 3571.863037
	Iteration 2Q: 3 clusters Score -6495389 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -6495746.000000 Penalty: 3571.863037
	Iteration 3Q: 3 clusters Score -6495746 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -6496093.000000 Penalty: 3571.863037
	Iteration 4Q: 3 clusters Score -6496093 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -6496563.500000 Penalty: 3571.863037
	Iteration 5Q: 3 clusters Score -6496564 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6497238.000000 Penalty: 3571.863037
	Iteration 6Q: 3 clusters Score -6497238 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -6498319.500000 Penalty: 3571.863037
	Iteration 7Q: 3 clusters Score -6498320 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -6500067.000000 Penalty: 3571.863037
	Iteration 8F: 3 clusters Score -6500067 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -6502946.500000 Penalty: 3571.863037
	Iteration 9F: 3 clusters Score -6502946 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6506716.500000 Penalty: 3571.863037
	Iteration 10F: 3 clusters Score -6506716 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6510233.500000 Penalty: 3571.863037
	Iteration 11F: 3 clusters Score -6510234 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -6512838.000000 Penalty: 3571.863037
	Iteration 12Q: 3 clusters Score -6512838 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -6514642.500000 Penalty: 3571.863037
	Iteration 13Q: 3 clusters Score -6514642 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -6515664.000000 Penalty: 3571.863037
	Iteration 14Q: 3 clusters Score -6515664 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -6516320.000000 Penalty: 3571.863037
	Iteration 15Q: 3 clusters Score -6516320 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -6516676.000000 Penalty: 3571.863037
	Iteration 16Q: 3 clusters Score -6516676 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -6516891.500000 Penalty: 3571.863037
	Iteration 17Q: 3 clusters Score -6516892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -6517022.000000 Penalty: 3571.863037
	Iteration 18Q: 3 clusters Score -6517022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -6517092.000000 Penalty: 3571.863037
	Iteration 19Q: 3 clusters Score -6517092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -6517112.000000 Penalty: 3571.863037
	Iteration 20F: 3 clusters Score -6517112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -6517129.000000 Penalty: 3571.863037
	Iteration 21Q: 3 clusters Score -6517129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -6517140.500000 Penalty: 3571.863037
	Iteration 22Q: 3 clusters Score -6517140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -6517156.500000 Penalty: 3571.863037
	Iteration 23Q: 3 clusters Score -6517156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -6517161.000000 Penalty: 3571.863037
	Iteration 24Q: 3 clusters Score -6517161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -6517170.000000 Penalty: 3571.863037
	Iteration 25Q: 3 clusters Score -6517170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -6517173.000000 Penalty: 3571.863037
	Iteration 26Q: 3 clusters Score -6517173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -6517178.500000 Penalty: 3571.863037
	Iteration 27Q: 3 clusters Score -6517178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -6517193.500000 Penalty: 3571.863037
	Iteration 28Q: 3 clusters Score -6517194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -6517199.000000 Penalty: 3571.863037
	Iteration 29Q: 3 clusters Score -6517199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -6517201.500000 Penalty: 3571.863037
	Iteration 30Q: 3 clusters Score -6517202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -6517204.500000 Penalty: 3571.863037
	Iteration 31Q: 3 clusters Score -6517204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -6517209.000000 Penalty: 3571.863037
	Iteration 32Q: 3 clusters Score -6517209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -6517208.500000 Penalty: 3571.863037
	Iteration 33Q: 3 clusters Score -6517208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -6517211.000000 Penalty: 3571.863037
	Iteration 34Q: 3 clusters Score -6517211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -6517210.000000 Penalty: 3571.863037
	Iteration 35Q: 3 clusters Score -6517210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -6517210.000000 Penalty: 3571.863037
	Iteration 36F: 3 clusters Score -6517210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -43303.652344 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -43303.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42327.816406 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -42327.82 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42526.800781 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -42526.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42587.179688 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -42587.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42620.269531 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -42620.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42633.386719 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -42633.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42635.046875 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -42635.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42640.410156 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -42640.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42644.929688 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -42644.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42646.371094 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -42646.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42646.371094 Penalty: 2010.517822
	Iteration 9F: 3 clusters Score -42646.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -357445.125000 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -357445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -354516.437500 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -354516.4 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -355270.906250 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -355270.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -355470.312500 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -355470.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -355668.625000 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -355668.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -355910.156250 Penalty: 2632.651123
	Iteration 4F: 3 clusters Score -355910.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -356209.312500 Penalty: 2632.651123
	Iteration 5F: 3 clusters Score -356209.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -356464.812500 Penalty: 2632.651123
	Iteration 6F: 3 clusters Score -356464.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -356654.906250 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -356654.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -356799.718750 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -356799.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -356915.562500 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -356915.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -357002.843750 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -357002.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -357055.875000 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -357055.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -357083.343750 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -357083.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -357094.937500 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -357094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -357102.437500 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -357102.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -357109.093750 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -357109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -357113.218750 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -357113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -357117.500000 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -357117.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -357120.843750 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -357120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -357124.031250 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -357124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -357125.375000 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -357125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -357126.500000 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -357126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -357127.000000 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -357127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -357127.718750 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -357127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -357128.187500 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -357128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -357129.656250 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -357129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -357131.062500 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -357131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -357132.343750 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -357132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -357133.093750 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -357133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -357133.093750 Penalty: 2632.651123
	Iteration 29F: 3 clusters Score -357133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (123068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123068 members 
Entering Unmasked Estep 
Score: -13472215.000000 Penalty: 1904.579956
	Iteration 0F: 2 clusters Score -1.347222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -13389807.000000 Penalty: 3809.159912
	Iteration 0F: 3 clusters Score -1.338981e+07 nChanged 59139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -13425051.000000 Penalty: 3809.159912
	Iteration 1F: 3 clusters Score -1.342505e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -13426311.000000 Penalty: 3809.159912
	Iteration 2Q: 3 clusters Score -1.342631e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -13428114.000000 Penalty: 3809.159912
	Iteration 3Q: 3 clusters Score -1.342811e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -13431508.000000 Penalty: 3809.159912
	Iteration 4F: 3 clusters Score -1.343151e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13437540.000000 Penalty: 3809.159912
	Iteration 5F: 3 clusters Score -1.343754e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -13446752.000000 Penalty: 3809.159912
	Iteration 6F: 3 clusters Score -1.344675e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -13456808.000000 Penalty: 3809.159912
	Iteration 7F: 3 clusters Score -1.345681e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -13464234.000000 Penalty: 3809.159912
	Iteration 8F: 3 clusters Score -1.346423e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -13468135.000000 Penalty: 3809.159912
	Iteration 9Q: 3 clusters Score -1.346814e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13469664.000000 Penalty: 3809.159912
	Iteration 10Q: 3 clusters Score -1.346966e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13470177.000000 Penalty: 3809.159912
	Iteration 11Q: 3 clusters Score -1.347018e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13470339.000000 Penalty: 3809.159912
	Iteration 12Q: 3 clusters Score -1.347034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122729 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13470425.000000 Penalty: 3809.159912
	Iteration 13Q: 3 clusters Score -1.347042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13470465.000000 Penalty: 3809.159912
	Iteration 14Q: 3 clusters Score -1.347046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13470500.000000 Penalty: 3809.159912
	Iteration 15Q: 3 clusters Score -1.34705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13470516.000000 Penalty: 3809.159912
	Iteration 16Q: 3 clusters Score -1.347052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13470530.000000 Penalty: 3809.159912
	Iteration 17Q: 3 clusters Score -1.347053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13470540.000000 Penalty: 3809.159912
	Iteration 18Q: 3 clusters Score -1.347054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13470549.000000 Penalty: 3809.159912
	Iteration 19Q: 3 clusters Score -1.347055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13470549.000000 Penalty: 3809.159912
	Iteration 20F: 3 clusters Score -1.347055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -285653.593750 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -285653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -283148.656250 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -283148.7 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -283788.281250 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -283788.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283950.812500 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -283950.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284055.687500 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -284055.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -284154.562500 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -284154.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284242.562500 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -284242.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284305.875000 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -284305.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -284358.093750 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -284358.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284404.250000 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -284404.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -284454.500000 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -284454.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -284491.531250 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -284491.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284526.531250 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -284526.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -284555.468750 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -284555.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -284582.718750 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -284582.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -284613.562500 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -284613.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -284636.906250 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -284636.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -284661.875000 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -284661.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -284679.687500 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -284679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -284691.187500 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -284691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -284697.312500 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -284697.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -284698.687500 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -284698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -284700.062500 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -284700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284702.437500 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -284702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -284704.312500 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -284704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -284705.250000 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -284705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -284705.906250 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -284705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -284706.968750 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -284707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -284706.968750 Penalty: 2559.290283
	Iteration 27F: 3 clusters Score -284707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162221 members 
Entering Unmasked Estep 
Score: -17509770.000000 Penalty: 1949.466064
	Iteration 0F: 2 clusters Score -1.750977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -17403882.000000 Penalty: 3898.932129
	Iteration 0F: 3 clusters Score -1.740388e+07 nChanged 78385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -17449134.000000 Penalty: 3898.932129
	Iteration 1F: 3 clusters Score -1.744913e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -17449808.000000 Penalty: 3898.932129
	Iteration 2Q: 3 clusters Score -1.744981e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -17450432.000000 Penalty: 3898.932129
	Iteration 3Q: 3 clusters Score -1.745043e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -17451198.000000 Penalty: 3898.932129
	Iteration 4Q: 3 clusters Score -1.74512e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -17452410.000000 Penalty: 3898.932129
	Iteration 5Q: 3 clusters Score -1.745241e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -17454348.000000 Penalty: 3898.932129
	Iteration 6Q: 3 clusters Score -1.745435e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -17457408.000000 Penalty: 3898.932129
	Iteration 7Q: 3 clusters Score -1.745741e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -17462584.000000 Penalty: 3898.932129
	Iteration 8F: 3 clusters Score -1.746258e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -17470182.000000 Penalty: 3898.932129
	Iteration 9F: 3 clusters Score -1.747018e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -17478782.000000 Penalty: 3898.932129
	Iteration 10F: 3 clusters Score -1.747878e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 123516 members 
Entering Unmasked Estep 
Score: -17486498.000000 Penalty: 3898.932129
	Iteration 11F: 3 clusters Score -1.74865e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 128874 members 
Entering Unmasked Estep 
Score: -17491870.000000 Penalty: 3898.932129
	Iteration 12Q: 3 clusters Score -1.749187e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -17495226.000000 Penalty: 3898.932129
	Iteration 13Q: 3 clusters Score -1.749523e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -17497710.000000 Penalty: 3898.932129
	Iteration 14Q: 3 clusters Score -1.749771e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 139746 members 
Entering Unmasked Estep 
Score: -17499550.000000 Penalty: 3898.932129
	Iteration 15Q: 3 clusters Score -1.749955e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 142701 members 
Entering Unmasked Estep 
Score: -17501090.000000 Penalty: 3898.932129
	Iteration 16Q: 3 clusters Score -1.750109e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -17502378.000000 Penalty: 3898.932129
	Iteration 17Q: 3 clusters Score -1.750238e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -17503526.000000 Penalty: 3898.932129
	Iteration 18Q: 3 clusters Score -1.750353e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 150285 members 
Entering Unmasked Estep 
Score: -17504498.000000 Penalty: 3898.932129
	Iteration 19Q: 3 clusters Score -1.75045e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -17505330.000000 Penalty: 3898.932129
	Iteration 20F: 3 clusters Score -1.750533e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -17505922.000000 Penalty: 3898.932129
	Iteration 21Q: 3 clusters Score -1.750592e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -17506448.000000 Penalty: 3898.932129
	Iteration 22Q: 3 clusters Score -1.750645e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -17506810.000000 Penalty: 3898.932129
	Iteration 23Q: 3 clusters Score -1.750681e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -17507176.000000 Penalty: 3898.932129
	Iteration 24Q: 3 clusters Score -1.750718e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -17507334.000000 Penalty: 3898.932129
	Iteration 25Q: 3 clusters Score -1.750733e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 158141 members 
Entering Unmasked Estep 
Score: -17507444.000000 Penalty: 3898.932129
	Iteration 26Q: 3 clusters Score -1.750744e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 158568 members 
Entering Unmasked Estep 
Score: -17507558.000000 Penalty: 3898.932129
	Iteration 27Q: 3 clusters Score -1.750756e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -17507624.000000 Penalty: 3898.932129
	Iteration 28Q: 3 clusters Score -1.750762e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -17507712.000000 Penalty: 3898.932129
	Iteration 29Q: 3 clusters Score -1.750771e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -17507798.000000 Penalty: 3898.932129
	Iteration 30Q: 3 clusters Score -1.75078e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -17507834.000000 Penalty: 3898.932129
	Iteration 31Q: 3 clusters Score -1.750783e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 159860 members 
Entering Unmasked Estep 
Score: -17507928.000000 Penalty: 3898.932129
	Iteration 32Q: 3 clusters Score -1.750793e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 160024 members 
Entering Unmasked Estep 
Score: -17507956.000000 Penalty: 3898.932129
	Iteration 33Q: 3 clusters Score -1.750796e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -17508004.000000 Penalty: 3898.932129
	Iteration 34Q: 3 clusters Score -1.7508e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 160270 members 
Entering Unmasked Estep 
Score: -17508016.000000 Penalty: 3898.932129
	Iteration 35Q: 3 clusters Score -1.750802e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -17508040.000000 Penalty: 3898.932129
	Iteration 36Q: 3 clusters Score -1.750804e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -17508078.000000 Penalty: 3898.932129
	Iteration 37Q: 3 clusters Score -1.750808e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -17508112.000000 Penalty: 3898.932129
	Iteration 38Q: 3 clusters Score -1.750811e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -17508140.000000 Penalty: 3898.932129
	Iteration 39Q: 3 clusters Score -1.750814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -17508128.000000 Penalty: 3898.932129
	Iteration 40F: 3 clusters Score -1.750813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 160671 members 
Entering Unmasked Estep 
Score: -17508138.000000 Penalty: 3898.932129
	Iteration 41Q: 3 clusters Score -1.750814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 160688 members 
Entering Unmasked Estep 
Score: -17508152.000000 Penalty: 3898.932129
	Iteration 42Q: 3 clusters Score -1.750815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -17508154.000000 Penalty: 3898.932129
	Iteration 43Q: 3 clusters Score -1.750815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 160725 members 
Entering Unmasked Estep 
Score: -17508146.000000 Penalty: 3898.932129
	Iteration 44Q: 3 clusters Score -1.750815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -17508156.000000 Penalty: 3898.932129
	Iteration 45Q: 3 clusters Score -1.750816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -17508164.000000 Penalty: 3898.932129
	Iteration 46Q: 3 clusters Score -1.750816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -17508156.000000 Penalty: 3898.932129
	Iteration 47Q: 3 clusters Score -1.750816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 160807 members 
Entering Unmasked Estep 
Score: -17508134.000000 Penalty: 3898.932129
	Iteration 48Q: 3 clusters Score -1.750813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -17508138.000000 Penalty: 3898.932129
	Iteration 49Q: 3 clusters Score -1.750814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 160848 members 
Entering Unmasked Estep 
Score: -17508148.000000 Penalty: 3898.932129
	Iteration 50Q: 3 clusters Score -1.750815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -17508144.000000 Penalty: 3898.932129
	Iteration 51Q: 3 clusters Score -1.750814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -17508160.000000 Penalty: 3898.932129
	Iteration 52Q: 3 clusters Score -1.750816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 160873 members 
Entering Unmasked Estep 
Score: -17508166.000000 Penalty: 3898.932129
	Iteration 53Q: 3 clusters Score -1.750817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 160882 members 
Entering Unmasked Estep 
Score: -17508180.000000 Penalty: 3898.932129
	Iteration 54Q: 3 clusters Score -1.750818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 160889 members 
Entering Unmasked Estep 
Score: -17508170.000000 Penalty: 3898.932129
	Iteration 55Q: 3 clusters Score -1.750817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -17508176.000000 Penalty: 3898.932129
	Iteration 56Q: 3 clusters Score -1.750818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 160904 members 
Entering Unmasked Estep 
Score: -17508180.000000 Penalty: 3898.932129
	Iteration 57Q: 3 clusters Score -1.750818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 160917 members 
Entering Unmasked Estep 
Score: -17508200.000000 Penalty: 3898.932129
	Iteration 58Q: 3 clusters Score -1.75082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 160930 members 
Entering Unmasked Estep 
Score: -17508194.000000 Penalty: 3898.932129
	Iteration 59Q: 3 clusters Score -1.750819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 160938 members 
Entering Unmasked Estep 
Score: -17508190.000000 Penalty: 3898.932129
	Iteration 60F: 3 clusters Score -1.750819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -17508184.000000 Penalty: 3898.932129
	Iteration 61Q: 3 clusters Score -1.750818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -17508198.000000 Penalty: 3898.932129
	Iteration 62Q: 3 clusters Score -1.75082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -17508198.000000 Penalty: 3898.932129
	Iteration 63Q: 3 clusters Score -1.75082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 160950 members 
Entering Unmasked Estep 
Score: -17508202.000000 Penalty: 3898.932129
	Iteration 64Q: 3 clusters Score -1.75082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 160950 members 
Entering Unmasked Estep 
Score: -17508196.000000 Penalty: 3898.932129
	Iteration 65Q: 3 clusters Score -1.75082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -17508194.000000 Penalty: 3898.932129
	Iteration 66Q: 3 clusters Score -1.750819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -17508198.000000 Penalty: 3898.932129
	Iteration 67Q: 3 clusters Score -1.75082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -17508198.000000 Penalty: 3898.932129
	Iteration 68F: 3 clusters Score -1.75082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (134089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Entering Unmasked Estep 
Score: -14609335.000000 Penalty: 1918.517090
	Iteration 0F: 2 clusters Score -1.460934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -14519365.000000 Penalty: 3837.034180
	Iteration 0F: 3 clusters Score -1.451936e+07 nChanged 64589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -14557614.000000 Penalty: 3837.034180
	Iteration 1F: 3 clusters Score -1.455761e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -14558912.000000 Penalty: 3837.034180
	Iteration 2Q: 3 clusters Score -1.455891e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -14560827.000000 Penalty: 3837.034180
	Iteration 3Q: 3 clusters Score -1.456083e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -14564216.000000 Penalty: 3837.034180
	Iteration 4F: 3 clusters Score -1.456422e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -14569375.000000 Penalty: 3837.034180
	Iteration 5F: 3 clusters Score -1.456938e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -14577100.000000 Penalty: 3837.034180
	Iteration 6F: 3 clusters Score -1.45771e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -14586676.000000 Penalty: 3837.034180
	Iteration 7F: 3 clusters Score -1.458668e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -14595040.000000 Penalty: 3837.034180
	Iteration 8F: 3 clusters Score -1.459504e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -14600599.000000 Penalty: 3837.034180
	Iteration 9Q: 3 clusters Score -1.46006e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -14603780.000000 Penalty: 3837.034180
	Iteration 10Q: 3 clusters Score -1.460378e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -14605539.000000 Penalty: 3837.034180
	Iteration 11Q: 3 clusters Score -1.460554e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129350 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -14606648.000000 Penalty: 3837.034180
	Iteration 12Q: 3 clusters Score -1.460665e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14607321.000000 Penalty: 3837.034180
	Iteration 13Q: 3 clusters Score -1.460732e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -14607952.000000 Penalty: 3837.034180
	Iteration 14Q: 3 clusters Score -1.460795e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14608379.000000 Penalty: 3837.034180
	Iteration 15Q: 3 clusters Score -1.460838e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14608618.000000 Penalty: 3837.034180
	Iteration 16Q: 3 clusters Score -1.460862e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132349 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14608797.000000 Penalty: 3837.034180
	Iteration 17Q: 3 clusters Score -1.46088e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132507 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -14608891.000000 Penalty: 3837.034180
	Iteration 18Q: 3 clusters Score -1.460889e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132608 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14608973.000000 Penalty: 3837.034180
	Iteration 19Q: 3 clusters Score -1.460897e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132670 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -14608986.000000 Penalty: 3837.034180
	Iteration 20F: 3 clusters Score -1.460899e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -14609009.000000 Penalty: 3837.034180
	Iteration 21Q: 3 clusters Score -1.460901e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -14609021.000000 Penalty: 3837.034180
	Iteration 22Q: 3 clusters Score -1.460902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132753 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -14609032.000000 Penalty: 3837.034180
	Iteration 23Q: 3 clusters Score -1.460903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14609037.000000 Penalty: 3837.034180
	Iteration 24Q: 3 clusters Score -1.460904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132787 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14609026.000000 Penalty: 3837.034180
	Iteration 25Q: 3 clusters Score -1.460903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -14609043.000000 Penalty: 3837.034180
	Iteration 26Q: 3 clusters Score -1.460904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -14609038.000000 Penalty: 3837.034180
	Iteration 27Q: 3 clusters Score -1.460904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14609040.000000 Penalty: 3837.034180
	Iteration 28Q: 3 clusters Score -1.460904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14609040.000000 Penalty: 3837.034180
	Iteration 29Q: 3 clusters Score -1.460904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14609058.000000 Penalty: 3837.034180
	Iteration 30Q: 3 clusters Score -1.460906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14609053.000000 Penalty: 3837.034180
	Iteration 31Q: 3 clusters Score -1.460905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132815 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14609049.000000 Penalty: 3837.034180
	Iteration 32Q: 3 clusters Score -1.460905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14609051.000000 Penalty: 3837.034180
	Iteration 33Q: 3 clusters Score -1.460905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14609058.000000 Penalty: 3837.034180
	Iteration 34Q: 3 clusters Score -1.460906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14609061.000000 Penalty: 3837.034180
	Iteration 35Q: 3 clusters Score -1.460906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -14609059.000000 Penalty: 3837.034180
	Iteration 36Q: 3 clusters Score -1.460906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -14609059.000000 Penalty: 3837.034180
	Iteration 37F: 3 clusters Score -1.460906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Entering Unmasked Estep 
Score: -2024044.625000 Penalty: 1595.103516
	Iteration 0F: 2 clusters Score -2024045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2011559.875000 Penalty: 3190.207031
	Iteration 0F: 3 clusters Score -2011560 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2015878.500000 Penalty: 3190.207031
	Iteration 1F: 3 clusters Score -2015878 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2016170.375000 Penalty: 3190.207031
	Iteration 2Q: 3 clusters Score -2016170 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2016402.750000 Penalty: 3190.207031
	Iteration 3Q: 3 clusters Score -2016403 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2016706.375000 Penalty: 3190.207031
	Iteration 4Q: 3 clusters Score -2016706 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2017086.750000 Penalty: 3190.207031
	Iteration 5Q: 3 clusters Score -2017087 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2017618.750000 Penalty: 3190.207031
	Iteration 6F: 3 clusters Score -2017619 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2018389.500000 Penalty: 3190.207031
	Iteration 7F: 3 clusters Score -2018390 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2019353.000000 Penalty: 3190.207031
	Iteration 8F: 3 clusters Score -2019353 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2020340.875000 Penalty: 3190.207031
	Iteration 9F: 3 clusters Score -2020341 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2021165.625000 Penalty: 3190.207031
	Iteration 10F: 3 clusters Score -2021166 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2021723.250000 Penalty: 3190.207031
	Iteration 11Q: 3 clusters Score -2021723 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2022097.125000 Penalty: 3190.207031
	Iteration 12Q: 3 clusters Score -2022097 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2022324.250000 Penalty: 3190.207031
	Iteration 13Q: 3 clusters Score -2022324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2022453.125000 Penalty: 3190.207031
	Iteration 14Q: 3 clusters Score -2022453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2022516.375000 Penalty: 3190.207031
	Iteration 15Q: 3 clusters Score -2022516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2022552.500000 Penalty: 3190.207031
	Iteration 16Q: 3 clusters Score -2022552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2022591.250000 Penalty: 3190.207031
	Iteration 17Q: 3 clusters Score -2022591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2022619.500000 Penalty: 3190.207031
	Iteration 18Q: 3 clusters Score -2022620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2022631.125000 Penalty: 3190.207031
	Iteration 19Q: 3 clusters Score -2022631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2022640.250000 Penalty: 3190.207031
	Iteration 20F: 3 clusters Score -2022640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2022649.375000 Penalty: 3190.207031
	Iteration 21Q: 3 clusters Score -2022649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2022660.125000 Penalty: 3190.207031
	Iteration 22Q: 3 clusters Score -2022660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2022665.125000 Penalty: 3190.207031
	Iteration 23Q: 3 clusters Score -2022665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2022671.750000 Penalty: 3190.207031
	Iteration 24Q: 3 clusters Score -2022672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2022679.125000 Penalty: 3190.207031
	Iteration 25Q: 3 clusters Score -2022679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2022683.000000 Penalty: 3190.207031
	Iteration 26Q: 3 clusters Score -2022683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2022690.125000 Penalty: 3190.207031
	Iteration 27Q: 3 clusters Score -2022690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2022698.625000 Penalty: 3190.207031
	Iteration 28Q: 3 clusters Score -2022699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2022708.500000 Penalty: 3190.207031
	Iteration 29Q: 3 clusters Score -2022708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2022714.750000 Penalty: 3190.207031
	Iteration 30Q: 3 clusters Score -2022715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2022720.375000 Penalty: 3190.207031
	Iteration 31Q: 3 clusters Score -2022720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2022728.000000 Penalty: 3190.207031
	Iteration 32Q: 3 clusters Score -2022728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2022729.250000 Penalty: 3190.207031
	Iteration 33Q: 3 clusters Score -2022729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2022731.125000 Penalty: 3190.207031
	Iteration 34Q: 3 clusters Score -2022731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2022734.500000 Penalty: 3190.207031
	Iteration 35Q: 3 clusters Score -2022734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2022733.750000 Penalty: 3190.207031
	Iteration 36Q: 3 clusters Score -2022734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2022735.125000 Penalty: 3190.207031
	Iteration 37Q: 3 clusters Score -2022735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2022735.125000 Penalty: 3190.207031
	Iteration 38F: 3 clusters Score -2022735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Entering Unmasked Estep 
Score: -9063868.000000 Penalty: 1842.051147
	Iteration 0F: 2 clusters Score -9063868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -9007632.000000 Penalty: 3684.102295
	Iteration 0F: 3 clusters Score -9007632 nChanged 39969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -9030690.000000 Penalty: 3684.102295
	Iteration 1F: 3 clusters Score -9030690 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -9031203.000000 Penalty: 3684.102295
	Iteration 2Q: 3 clusters Score -9031203 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -9031884.000000 Penalty: 3684.102295
	Iteration 3Q: 3 clusters Score -9031884 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -9032661.000000 Penalty: 3684.102295
	Iteration 4Q: 3 clusters Score -9032661 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -9033642.000000 Penalty: 3684.102295
	Iteration 5Q: 3 clusters Score -9033642 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -9034957.000000 Penalty: 3684.102295
	Iteration 6Q: 3 clusters Score -9034957 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -9037002.000000 Penalty: 3684.102295
	Iteration 7Q: 3 clusters Score -9037002 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -9040005.000000 Penalty: 3684.102295
	Iteration 8F: 3 clusters Score -9040005 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -9043940.000000 Penalty: 3684.102295
	Iteration 9F: 3 clusters Score -9043940 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -9047791.000000 Penalty: 3684.102295
	Iteration 10F: 3 clusters Score -9047791 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -9050102.000000 Penalty: 3684.102295
	Iteration 11F: 3 clusters Score -9050102 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -9051136.000000 Penalty: 3684.102295
	Iteration 12Q: 3 clusters Score -9051136 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -9051610.000000 Penalty: 3684.102295
	Iteration 13Q: 3 clusters Score -9051610 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -9051865.000000 Penalty: 3684.102295
	Iteration 14Q: 3 clusters Score -9051865 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -9052099.000000 Penalty: 3684.102295
	Iteration 15Q: 3 clusters Score -9052099 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -9052307.000000 Penalty: 3684.102295
	Iteration 16Q: 3 clusters Score -9052307 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -9052548.000000 Penalty: 3684.102295
	Iteration 17Q: 3 clusters Score -9052548 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -9052794.000000 Penalty: 3684.102295
	Iteration 18Q: 3 clusters Score -9052794 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -9053050.000000 Penalty: 3684.102295
	Iteration 19Q: 3 clusters Score -9053050 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -9053324.000000 Penalty: 3684.102295
	Iteration 20F: 3 clusters Score -9053324 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -9053660.000000 Penalty: 3684.102295
	Iteration 21Q: 3 clusters Score -9053660 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -9054070.000000 Penalty: 3684.102295
	Iteration 22Q: 3 clusters Score -9054070 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -9054519.000000 Penalty: 3684.102295
	Iteration 23Q: 3 clusters Score -9054519 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -9055054.000000 Penalty: 3684.102295
	Iteration 24Q: 3 clusters Score -9055054 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -9055591.000000 Penalty: 3684.102295
	Iteration 25Q: 3 clusters Score -9055591 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -9056099.000000 Penalty: 3684.102295
	Iteration 26Q: 3 clusters Score -9056099 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -9056703.000000 Penalty: 3684.102295
	Iteration 27Q: 3 clusters Score -9056703 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -9057298.000000 Penalty: 3684.102295
	Iteration 28Q: 3 clusters Score -9057298 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -9057867.000000 Penalty: 3684.102295
	Iteration 29Q: 3 clusters Score -9057867 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -9058435.000000 Penalty: 3684.102295
	Iteration 30Q: 3 clusters Score -9058435 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -9058890.000000 Penalty: 3684.102295
	Iteration 31Q: 3 clusters Score -9058890 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -9059311.000000 Penalty: 3684.102295
	Iteration 32Q: 3 clusters Score -9059311 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -9059742.000000 Penalty: 3684.102295
	Iteration 33Q: 3 clusters Score -9059742 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -9060126.000000 Penalty: 3684.102295
	Iteration 34Q: 3 clusters Score -9060126 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -9060502.000000 Penalty: 3684.102295
	Iteration 35Q: 3 clusters Score -9060502 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -9060790.000000 Penalty: 3684.102295
	Iteration 36Q: 3 clusters Score -9060790 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -9061058.000000 Penalty: 3684.102295
	Iteration 37Q: 3 clusters Score -9061058 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -9061251.000000 Penalty: 3684.102295
	Iteration 38Q: 3 clusters Score -9061251 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -9061460.000000 Penalty: 3684.102295
	Iteration 39Q: 3 clusters Score -9061460 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -9061577.000000 Penalty: 3684.102295
	Iteration 40F: 3 clusters Score -9061577 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9061633.000000 Penalty: 3684.102295
	Iteration 41Q: 3 clusters Score -9061633 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9061706.000000 Penalty: 3684.102295
	Iteration 42Q: 3 clusters Score -9061706 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9061765.000000 Penalty: 3684.102295
	Iteration 43Q: 3 clusters Score -9061765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -9061786.000000 Penalty: 3684.102295
	Iteration 44Q: 3 clusters Score -9061786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9061835.000000 Penalty: 3684.102295
	Iteration 45Q: 3 clusters Score -9061835 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -9061886.000000 Penalty: 3684.102295
	Iteration 46Q: 3 clusters Score -9061886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9061953.000000 Penalty: 3684.102295
	Iteration 47Q: 3 clusters Score -9061953 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9062003.000000 Penalty: 3684.102295
	Iteration 48Q: 3 clusters Score -9062003 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9062052.000000 Penalty: 3684.102295
	Iteration 49Q: 3 clusters Score -9062052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9062089.000000 Penalty: 3684.102295
	Iteration 50Q: 3 clusters Score -9062089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9062113.000000 Penalty: 3684.102295
	Iteration 51Q: 3 clusters Score -9062113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9062162.000000 Penalty: 3684.102295
	Iteration 52Q: 3 clusters Score -9062162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9062169.000000 Penalty: 3684.102295
	Iteration 53Q: 3 clusters Score -9062169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9062175.000000 Penalty: 3684.102295
	Iteration 54Q: 3 clusters Score -9062175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9062186.000000 Penalty: 3684.102295
	Iteration 55Q: 3 clusters Score -9062186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9062212.000000 Penalty: 3684.102295
	Iteration 56Q: 3 clusters Score -9062212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9062230.000000 Penalty: 3684.102295
	Iteration 57Q: 3 clusters Score -9062230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9062225.000000 Penalty: 3684.102295
	Iteration 58Q: 3 clusters Score -9062225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9062231.000000 Penalty: 3684.102295
	Iteration 59Q: 3 clusters Score -9062231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9062244.000000 Penalty: 3684.102295
	Iteration 60F: 3 clusters Score -9062244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9062257.000000 Penalty: 3684.102295
	Iteration 61Q: 3 clusters Score -9062257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9062262.000000 Penalty: 3684.102295
	Iteration 62Q: 3 clusters Score -9062262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9062275.000000 Penalty: 3684.102295
	Iteration 63Q: 3 clusters Score -9062275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9062274.000000 Penalty: 3684.102295
	Iteration 64Q: 3 clusters Score -9062274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9062282.000000 Penalty: 3684.102295
	Iteration 65Q: 3 clusters Score -9062282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9062288.000000 Penalty: 3684.102295
	Iteration 66Q: 3 clusters Score -9062288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9062290.000000 Penalty: 3684.102295
	Iteration 67Q: 3 clusters Score -9062290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9062293.000000 Penalty: 3684.102295
	Iteration 68Q: 3 clusters Score -9062293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9062291.000000 Penalty: 3684.102295
	Iteration 69Q: 3 clusters Score -9062291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9062303.000000 Penalty: 3684.102295
	Iteration 70Q: 3 clusters Score -9062303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9062304.000000 Penalty: 3684.102295
	Iteration 71Q: 3 clusters Score -9062304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9062304.000000 Penalty: 3684.102295
	Iteration 72Q: 3 clusters Score -9062304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9062305.000000 Penalty: 3684.102295
	Iteration 73Q: 3 clusters Score -9062305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9062306.000000 Penalty: 3684.102295
	Iteration 74Q: 3 clusters Score -9062306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9062307.000000 Penalty: 3684.102295
	Iteration 75Q: 3 clusters Score -9062307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9062316.000000 Penalty: 3684.102295
	Iteration 76Q: 3 clusters Score -9062316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9062321.000000 Penalty: 3684.102295
	Iteration 77Q: 3 clusters Score -9062321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9062325.000000 Penalty: 3684.102295
	Iteration 78Q: 3 clusters Score -9062325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9062330.000000 Penalty: 3684.102295
	Iteration 79Q: 3 clusters Score -9062330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9062331.000000 Penalty: 3684.102295
	Iteration 80F: 3 clusters Score -9062331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9062334.000000 Penalty: 3684.102295
	Iteration 81Q: 3 clusters Score -9062334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9062336.000000 Penalty: 3684.102295
	Iteration 82Q: 3 clusters Score -9062336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9062337.000000 Penalty: 3684.102295
	Iteration 83Q: 3 clusters Score -9062337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9062348.000000 Penalty: 3684.102295
	Iteration 84Q: 3 clusters Score -9062348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9062349.000000 Penalty: 3684.102295
	Iteration 85Q: 3 clusters Score -9062349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9062342.000000 Penalty: 3684.102295
	Iteration 86Q: 3 clusters Score -9062342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9062347.000000 Penalty: 3684.102295
	Iteration 87Q: 3 clusters Score -9062347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9062341.000000 Penalty: 3684.102295
	Iteration 88Q: 3 clusters Score -9062341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9062343.000000 Penalty: 3684.102295
	Iteration 89Q: 3 clusters Score -9062343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9062350.000000 Penalty: 3684.102295
	Iteration 90Q: 3 clusters Score -9062350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9062352.000000 Penalty: 3684.102295
	Iteration 91Q: 3 clusters Score -9062352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9062355.000000 Penalty: 3684.102295
	Iteration 92Q: 3 clusters Score -9062355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9062346.000000 Penalty: 3684.102295
	Iteration 93Q: 3 clusters Score -9062346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9062346.000000 Penalty: 3684.102295
	Iteration 94F: 3 clusters Score -9062346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -279326.687500 Penalty: 1281.610352
	Iteration 0F: 2 clusters Score -279326.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -276785.218750 Penalty: 2563.220703
	Iteration 0F: 3 clusters Score -276785.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -277320.312500 Penalty: 2563.220703
	Iteration 1F: 3 clusters Score -277320.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -277417.625000 Penalty: 2563.220703
	Iteration 2F: 3 clusters Score -277417.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -277487.468750 Penalty: 2563.220703
	Iteration 3Q: 3 clusters Score -277487.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -277523.343750 Penalty: 2563.220703
	Iteration 4Q: 3 clusters Score -277523.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -277548.687500 Penalty: 2563.220703
	Iteration 5Q: 3 clusters Score -277548.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -277577.750000 Penalty: 2563.220703
	Iteration 6Q: 3 clusters Score -277577.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277607.812500 Penalty: 2563.220703
	Iteration 7Q: 3 clusters Score -277607.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -277649.875000 Penalty: 2563.220703
	Iteration 8Q: 3 clusters Score -277649.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277679.343750 Penalty: 2563.220703
	Iteration 9Q: 3 clusters Score -277679.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -277699.000000 Penalty: 2563.220703
	Iteration 10Q: 3 clusters Score -277699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -277711.375000 Penalty: 2563.220703
	Iteration 11Q: 3 clusters Score -277711.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -277721.875000 Penalty: 2563.220703
	Iteration 12Q: 3 clusters Score -277721.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -277732.156250 Penalty: 2563.220703
	Iteration 13Q: 3 clusters Score -277732.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -277744.031250 Penalty: 2563.220703
	Iteration 14Q: 3 clusters Score -277744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -277754.687500 Penalty: 2563.220703
	Iteration 15Q: 3 clusters Score -277754.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -277760.125000 Penalty: 2563.220703
	Iteration 16Q: 3 clusters Score -277760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -277762.875000 Penalty: 2563.220703
	Iteration 17Q: 3 clusters Score -277762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -277766.375000 Penalty: 2563.220703
	Iteration 18Q: 3 clusters Score -277766.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -277769.968750 Penalty: 2563.220703
	Iteration 19Q: 3 clusters Score -277770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277773.750000 Penalty: 2563.220703
	Iteration 20F: 3 clusters Score -277773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277775.093750 Penalty: 2563.220703
	Iteration 21Q: 3 clusters Score -277775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277776.375000 Penalty: 2563.220703
	Iteration 22Q: 3 clusters Score -277776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -277777.343750 Penalty: 2563.220703
	Iteration 23Q: 3 clusters Score -277777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -277777.875000 Penalty: 2563.220703
	Iteration 24Q: 3 clusters Score -277777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -277778.875000 Penalty: 2563.220703
	Iteration 25Q: 3 clusters Score -277778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -277781.125000 Penalty: 2563.220703
	Iteration 26Q: 3 clusters Score -277781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -277783.312500 Penalty: 2563.220703
	Iteration 27Q: 3 clusters Score -277783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -277786.062500 Penalty: 2563.220703
	Iteration 28Q: 3 clusters Score -277786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -277787.125000 Penalty: 2563.220703
	Iteration 29Q: 3 clusters Score -277787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -277787.968750 Penalty: 2563.220703
	Iteration 30Q: 3 clusters Score -277788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -277788.093750 Penalty: 2563.220703
	Iteration 31Q: 3 clusters Score -277788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -277789.093750 Penalty: 2563.220703
	Iteration 32Q: 3 clusters Score -277789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -277790.062500 Penalty: 2563.220703
	Iteration 33Q: 3 clusters Score -277790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -277790.375000 Penalty: 2563.220703
	Iteration 34Q: 3 clusters Score -277790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -277791.843750 Penalty: 2563.220703
	Iteration 35Q: 3 clusters Score -277791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -277793.968750 Penalty: 2563.220703
	Iteration 36Q: 3 clusters Score -277794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -277794.656250 Penalty: 2563.220703
	Iteration 37Q: 3 clusters Score -277794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -277796.812500 Penalty: 2563.220703
	Iteration 38Q: 3 clusters Score -277796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -277799.500000 Penalty: 2563.220703
	Iteration 39Q: 3 clusters Score -277799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -277802.406250 Penalty: 2563.220703
	Iteration 40F: 3 clusters Score -277802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -277803.875000 Penalty: 2563.220703
	Iteration 41Q: 3 clusters Score -277803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -277805.468750 Penalty: 2563.220703
	Iteration 42Q: 3 clusters Score -277805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -277811.718750 Penalty: 2563.220703
	Iteration 43Q: 3 clusters Score -277811.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -277817.156250 Penalty: 2563.220703
	Iteration 44Q: 3 clusters Score -277817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -277821.875000 Penalty: 2563.220703
	Iteration 45Q: 3 clusters Score -277821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -277827.000000 Penalty: 2563.220703
	Iteration 46Q: 3 clusters Score -277827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277833.781250 Penalty: 2563.220703
	Iteration 47Q: 3 clusters Score -277833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -277838.968750 Penalty: 2563.220703
	Iteration 48Q: 3 clusters Score -277839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -277842.687500 Penalty: 2563.220703
	Iteration 49Q: 3 clusters Score -277842.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -277848.906250 Penalty: 2563.220703
	Iteration 50Q: 3 clusters Score -277848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277853.875000 Penalty: 2563.220703
	Iteration 51Q: 3 clusters Score -277853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -277857.375000 Penalty: 2563.220703
	Iteration 52Q: 3 clusters Score -277857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -277860.031250 Penalty: 2563.220703
	Iteration 53Q: 3 clusters Score -277860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277861.437500 Penalty: 2563.220703
	Iteration 54Q: 3 clusters Score -277861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -277863.562500 Penalty: 2563.220703
	Iteration 55Q: 3 clusters Score -277863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277864.187500 Penalty: 2563.220703
	Iteration 56Q: 3 clusters Score -277864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -277864.593750 Penalty: 2563.220703
	Iteration 57Q: 3 clusters Score -277864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -277864.875000 Penalty: 2563.220703
	Iteration 58Q: 3 clusters Score -277864.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -277864.875000 Penalty: 2563.220703
	Iteration 59F: 3 clusters Score -277864.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Entering Unmasked Estep 
Score: -4941685.000000 Penalty: 1741.244507
	Iteration 0F: 2 clusters Score -4941685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4911532.000000 Penalty: 3482.489014
	Iteration 0F: 3 clusters Score -4911532 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4923356.500000 Penalty: 3482.489014
	Iteration 1F: 3 clusters Score -4923356 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4924130.000000 Penalty: 3482.489014
	Iteration 2Q: 3 clusters Score -4924130 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4925429.500000 Penalty: 3482.489014
	Iteration 3F: 3 clusters Score -4925430 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4927467.500000 Penalty: 3482.489014
	Iteration 4F: 3 clusters Score -4927468 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4930438.000000 Penalty: 3482.489014
	Iteration 5F: 3 clusters Score -4930438 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4934106.000000 Penalty: 3482.489014
	Iteration 6F: 3 clusters Score -4934106 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4937631.000000 Penalty: 3482.489014
	Iteration 7F: 3 clusters Score -4937631 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -4939860.500000 Penalty: 3482.489014
	Iteration 8Q: 3 clusters Score -4939860 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4940764.000000 Penalty: 3482.489014
	Iteration 9Q: 3 clusters Score -4940764 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4941102.000000 Penalty: 3482.489014
	Iteration 10Q: 3 clusters Score -4941102 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4941262.500000 Penalty: 3482.489014
	Iteration 11Q: 3 clusters Score -4941262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4941357.500000 Penalty: 3482.489014
	Iteration 12Q: 3 clusters Score -4941358 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4941403.000000 Penalty: 3482.489014
	Iteration 13Q: 3 clusters Score -4941403 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4941437.500000 Penalty: 3482.489014
	Iteration 14Q: 3 clusters Score -4941438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4941446.000000 Penalty: 3482.489014
	Iteration 15Q: 3 clusters Score -4941446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4941457.500000 Penalty: 3482.489014
	Iteration 16Q: 3 clusters Score -4941458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4941474.000000 Penalty: 3482.489014
	Iteration 17Q: 3 clusters Score -4941474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4941482.500000 Penalty: 3482.489014
	Iteration 18Q: 3 clusters Score -4941482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4941479.000000 Penalty: 3482.489014
	Iteration 19Q: 3 clusters Score -4941479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4941481.000000 Penalty: 3482.489014
	Iteration 20F: 3 clusters Score -4941481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4941481.000000 Penalty: 3482.489014
	Iteration 21Q: 3 clusters Score -4941481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4941483.500000 Penalty: 3482.489014
	Iteration 22Q: 3 clusters Score -4941484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4941480.500000 Penalty: 3482.489014
	Iteration 23Q: 3 clusters Score -4941480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4941486.000000 Penalty: 3482.489014
	Iteration 24Q: 3 clusters Score -4941486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4941496.500000 Penalty: 3482.489014
	Iteration 25Q: 3 clusters Score -4941496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4941495.500000 Penalty: 3482.489014
	Iteration 26Q: 3 clusters Score -4941496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4941494.500000 Penalty: 3482.489014
	Iteration 27Q: 3 clusters Score -4941494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -4941500.500000 Penalty: 3482.489014
	Iteration 28Q: 3 clusters Score -4941500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4941498.000000 Penalty: 3482.489014
	Iteration 29Q: 3 clusters Score -4941498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -4941499.500000 Penalty: 3482.489014
	Iteration 30Q: 3 clusters Score -4941500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4941500.500000 Penalty: 3482.489014
	Iteration 31Q: 3 clusters Score -4941500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4941496.000000 Penalty: 3482.489014
	Iteration 32Q: 3 clusters Score -4941496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4941492.500000 Penalty: 3482.489014
	Iteration 33Q: 3 clusters Score -4941492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4941490.500000 Penalty: 3482.489014
	Iteration 34Q: 3 clusters Score -4941490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4941490.500000 Penalty: 3482.489014
	Iteration 35Q: 3 clusters Score -4941490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4941492.000000 Penalty: 3482.489014
	Iteration 36Q: 3 clusters Score -4941492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4941491.500000 Penalty: 3482.489014
	Iteration 37Q: 3 clusters Score -4941492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4941494.000000 Penalty: 3482.489014
	Iteration 38Q: 3 clusters Score -4941494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4941494.000000 Penalty: 3482.489014
	Iteration 39Q: 3 clusters Score -4941494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4941495.000000 Penalty: 3482.489014
	Iteration 40F: 3 clusters Score -4941495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4941496.000000 Penalty: 3482.489014
	Iteration 41Q: 3 clusters Score -4941496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4941498.000000 Penalty: 3482.489014
	Iteration 42Q: 3 clusters Score -4941498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4941495.500000 Penalty: 3482.489014
	Iteration 43Q: 3 clusters Score -4941496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4941495.000000 Penalty: 3482.489014
	Iteration 44Q: 3 clusters Score -4941495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4941495.500000 Penalty: 3482.489014
	Iteration 45Q: 3 clusters Score -4941496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4941496.000000 Penalty: 3482.489014
	Iteration 46Q: 3 clusters Score -4941496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4941493.000000 Penalty: 3482.489014
	Iteration 47Q: 3 clusters Score -4941493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4941490.000000 Penalty: 3482.489014
	Iteration 48Q: 3 clusters Score -4941490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4941491.500000 Penalty: 3482.489014
	Iteration 49Q: 3 clusters Score -4941492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -4941491.500000 Penalty: 3482.489014
	Iteration 50Q: 3 clusters Score -4941492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4941489.500000 Penalty: 3482.489014
	Iteration 51Q: 3 clusters Score -4941490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4941489.500000 Penalty: 3482.489014
	Iteration 52F: 3 clusters Score -4941490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Entering Unmasked Estep 
Score: -3398187.500000 Penalty: 1679.702759
	Iteration 0F: 2 clusters Score -3398188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3377380.000000 Penalty: 3359.405518
	Iteration 0F: 3 clusters Score -3377380 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3385265.750000 Penalty: 3359.405518
	Iteration 1F: 3 clusters Score -3385266 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3385793.500000 Penalty: 3359.405518
	Iteration 2Q: 3 clusters Score -3385794 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3386335.250000 Penalty: 3359.405518
	Iteration 3Q: 3 clusters Score -3386335 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3386968.000000 Penalty: 3359.405518
	Iteration 4Q: 3 clusters Score -3386968 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3387659.000000 Penalty: 3359.405518
	Iteration 5Q: 3 clusters Score -3387659 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3388447.250000 Penalty: 3359.405518
	Iteration 6Q: 3 clusters Score -3388447 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3389424.000000 Penalty: 3359.405518
	Iteration 7F: 3 clusters Score -3389424 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3390707.000000 Penalty: 3359.405518
	Iteration 8F: 3 clusters Score -3390707 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3391845.250000 Penalty: 3359.405518
	Iteration 9F: 3 clusters Score -3391845 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3392592.750000 Penalty: 3359.405518
	Iteration 10Q: 3 clusters Score -3392593 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3392908.250000 Penalty: 3359.405518
	Iteration 11Q: 3 clusters Score -3392908 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3393017.250000 Penalty: 3359.405518
	Iteration 12Q: 3 clusters Score -3393017 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3393104.750000 Penalty: 3359.405518
	Iteration 13Q: 3 clusters Score -3393105 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3393153.750000 Penalty: 3359.405518
	Iteration 14Q: 3 clusters Score -3393154 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3393197.750000 Penalty: 3359.405518
	Iteration 15Q: 3 clusters Score -3393198 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3393256.000000 Penalty: 3359.405518
	Iteration 16Q: 3 clusters Score -3393256 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3393284.750000 Penalty: 3359.405518
	Iteration 17Q: 3 clusters Score -3393285 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3393343.500000 Penalty: 3359.405518
	Iteration 18Q: 3 clusters Score -3393344 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3393393.000000 Penalty: 3359.405518
	Iteration 19Q: 3 clusters Score -3393393 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3393429.000000 Penalty: 3359.405518
	Iteration 20F: 3 clusters Score -3393429 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3393475.500000 Penalty: 3359.405518
	Iteration 21Q: 3 clusters Score -3393476 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3393497.250000 Penalty: 3359.405518
	Iteration 22Q: 3 clusters Score -3393497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3393527.500000 Penalty: 3359.405518
	Iteration 23Q: 3 clusters Score -3393528 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3393566.250000 Penalty: 3359.405518
	Iteration 24Q: 3 clusters Score -3393566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3393583.500000 Penalty: 3359.405518
	Iteration 25Q: 3 clusters Score -3393584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3393596.250000 Penalty: 3359.405518
	Iteration 26Q: 3 clusters Score -3393596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3393610.750000 Penalty: 3359.405518
	Iteration 27Q: 3 clusters Score -3393611 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3393619.750000 Penalty: 3359.405518
	Iteration 28Q: 3 clusters Score -3393620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3393649.500000 Penalty: 3359.405518
	Iteration 29Q: 3 clusters Score -3393650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3393671.000000 Penalty: 3359.405518
	Iteration 30Q: 3 clusters Score -3393671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3393685.000000 Penalty: 3359.405518
	Iteration 31Q: 3 clusters Score -3393685 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3393694.250000 Penalty: 3359.405518
	Iteration 32Q: 3 clusters Score -3393694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3393703.250000 Penalty: 3359.405518
	Iteration 33Q: 3 clusters Score -3393703 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3393713.750000 Penalty: 3359.405518
	Iteration 34Q: 3 clusters Score -3393714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3393728.250000 Penalty: 3359.405518
	Iteration 35Q: 3 clusters Score -3393728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3393736.000000 Penalty: 3359.405518
	Iteration 36Q: 3 clusters Score -3393736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3393747.750000 Penalty: 3359.405518
	Iteration 37Q: 3 clusters Score -3393748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3393750.500000 Penalty: 3359.405518
	Iteration 38Q: 3 clusters Score -3393750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3393752.250000 Penalty: 3359.405518
	Iteration 39Q: 3 clusters Score -3393752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3393760.750000 Penalty: 3359.405518
	Iteration 40F: 3 clusters Score -3393761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3393782.250000 Penalty: 3359.405518
	Iteration 41Q: 3 clusters Score -3393782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3393799.750000 Penalty: 3359.405518
	Iteration 42Q: 3 clusters Score -3393800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3393802.250000 Penalty: 3359.405518
	Iteration 43Q: 3 clusters Score -3393802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3393811.500000 Penalty: 3359.405518
	Iteration 44Q: 3 clusters Score -3393812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3393818.000000 Penalty: 3359.405518
	Iteration 45Q: 3 clusters Score -3393818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3393833.250000 Penalty: 3359.405518
	Iteration 46Q: 3 clusters Score -3393833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3393857.500000 Penalty: 3359.405518
	Iteration 47Q: 3 clusters Score -3393858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3393860.750000 Penalty: 3359.405518
	Iteration 48Q: 3 clusters Score -3393861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3393875.000000 Penalty: 3359.405518
	Iteration 49Q: 3 clusters Score -3393875 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3393891.500000 Penalty: 3359.405518
	Iteration 50Q: 3 clusters Score -3393892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3393902.000000 Penalty: 3359.405518
	Iteration 51Q: 3 clusters Score -3393902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3393914.000000 Penalty: 3359.405518
	Iteration 52Q: 3 clusters Score -3393914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3393926.000000 Penalty: 3359.405518
	Iteration 53Q: 3 clusters Score -3393926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3393941.000000 Penalty: 3359.405518
	Iteration 54Q: 3 clusters Score -3393941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3393949.500000 Penalty: 3359.405518
	Iteration 55Q: 3 clusters Score -3393950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3393962.000000 Penalty: 3359.405518
	Iteration 56Q: 3 clusters Score -3393962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3393958.000000 Penalty: 3359.405518
	Iteration 57Q: 3 clusters Score -3393958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3393957.500000 Penalty: 3359.405518
	Iteration 58Q: 3 clusters Score -3393958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3393961.500000 Penalty: 3359.405518
	Iteration 59Q: 3 clusters Score -3393962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3393969.250000 Penalty: 3359.405518
	Iteration 60F: 3 clusters Score -3393969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3393978.250000 Penalty: 3359.405518
	Iteration 61Q: 3 clusters Score -3393978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3393980.250000 Penalty: 3359.405518
	Iteration 62Q: 3 clusters Score -3393980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3393983.000000 Penalty: 3359.405518
	Iteration 63Q: 3 clusters Score -3393983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3393994.500000 Penalty: 3359.405518
	Iteration 64Q: 3 clusters Score -3393994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3393991.750000 Penalty: 3359.405518
	Iteration 65Q: 3 clusters Score -3393992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3393998.000000 Penalty: 3359.405518
	Iteration 66Q: 3 clusters Score -3393998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3393996.500000 Penalty: 3359.405518
	Iteration 67Q: 3 clusters Score -3393996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3393996.000000 Penalty: 3359.405518
	Iteration 68Q: 3 clusters Score -3393996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3394005.500000 Penalty: 3359.405518
	Iteration 69Q: 3 clusters Score -3394006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3394010.250000 Penalty: 3359.405518
	Iteration 70Q: 3 clusters Score -3394010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3394012.500000 Penalty: 3359.405518
	Iteration 71Q: 3 clusters Score -3394012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3394023.750000 Penalty: 3359.405518
	Iteration 72Q: 3 clusters Score -3394024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3394023.500000 Penalty: 3359.405518
	Iteration 73Q: 3 clusters Score -3394024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3394023.500000 Penalty: 3359.405518
	Iteration 74Q: 3 clusters Score -3394024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3394032.500000 Penalty: 3359.405518
	Iteration 75Q: 3 clusters Score -3394032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3394040.250000 Penalty: 3359.405518
	Iteration 76Q: 3 clusters Score -3394040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3394041.000000 Penalty: 3359.405518
	Iteration 77Q: 3 clusters Score -3394041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3394058.500000 Penalty: 3359.405518
	Iteration 78Q: 3 clusters Score -3394058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3394061.250000 Penalty: 3359.405518
	Iteration 79Q: 3 clusters Score -3394061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3394066.750000 Penalty: 3359.405518
	Iteration 80F: 3 clusters Score -3394067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3394088.750000 Penalty: 3359.405518
	Iteration 81Q: 3 clusters Score -3394089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3394108.750000 Penalty: 3359.405518
	Iteration 82Q: 3 clusters Score -3394109 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3394123.250000 Penalty: 3359.405518
	Iteration 83Q: 3 clusters Score -3394123 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3394145.250000 Penalty: 3359.405518
	Iteration 84Q: 3 clusters Score -3394145 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3394164.000000 Penalty: 3359.405518
	Iteration 85Q: 3 clusters Score -3394164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3394187.750000 Penalty: 3359.405518
	Iteration 86Q: 3 clusters Score -3394188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3394205.250000 Penalty: 3359.405518
	Iteration 87Q: 3 clusters Score -3394205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3394236.000000 Penalty: 3359.405518
	Iteration 88Q: 3 clusters Score -3394236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3394242.000000 Penalty: 3359.405518
	Iteration 89Q: 3 clusters Score -3394242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3394246.750000 Penalty: 3359.405518
	Iteration 90Q: 3 clusters Score -3394247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3394271.000000 Penalty: 3359.405518
	Iteration 91Q: 3 clusters Score -3394271 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3394281.750000 Penalty: 3359.405518
	Iteration 92Q: 3 clusters Score -3394282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3394304.000000 Penalty: 3359.405518
	Iteration 93Q: 3 clusters Score -3394304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3394332.000000 Penalty: 3359.405518
	Iteration 94Q: 3 clusters Score -3394332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3394350.500000 Penalty: 3359.405518
	Iteration 95Q: 3 clusters Score -3394350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3394362.500000 Penalty: 3359.405518
	Iteration 96Q: 3 clusters Score -3394362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3394392.250000 Penalty: 3359.405518
	Iteration 97Q: 3 clusters Score -3394392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3394410.000000 Penalty: 3359.405518
	Iteration 98Q: 3 clusters Score -3394410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3394436.250000 Penalty: 3359.405518
	Iteration 99Q: 3 clusters Score -3394436 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3394469.500000 Penalty: 3359.405518
	Iteration 100F: 3 clusters Score -3394470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3394502.250000 Penalty: 3359.405518
	Iteration 101Q: 3 clusters Score -3394502 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3394535.250000 Penalty: 3359.405518
	Iteration 102Q: 3 clusters Score -3394535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3394568.750000 Penalty: 3359.405518
	Iteration 103Q: 3 clusters Score -3394569 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3394600.250000 Penalty: 3359.405518
	Iteration 104Q: 3 clusters Score -3394600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3394651.250000 Penalty: 3359.405518
	Iteration 105Q: 3 clusters Score -3394651 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3394706.500000 Penalty: 3359.405518
	Iteration 106Q: 3 clusters Score -3394706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3394753.250000 Penalty: 3359.405518
	Iteration 107Q: 3 clusters Score -3394753 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3394800.000000 Penalty: 3359.405518
	Iteration 108Q: 3 clusters Score -3394800 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3394860.250000 Penalty: 3359.405518
	Iteration 109Q: 3 clusters Score -3394860 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3394917.500000 Penalty: 3359.405518
	Iteration 110Q: 3 clusters Score -3394918 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3394969.500000 Penalty: 3359.405518
	Iteration 111Q: 3 clusters Score -3394970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3395036.000000 Penalty: 3359.405518
	Iteration 112Q: 3 clusters Score -3395036 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3395093.750000 Penalty: 3359.405518
	Iteration 113Q: 3 clusters Score -3395094 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3395162.750000 Penalty: 3359.405518
	Iteration 114Q: 3 clusters Score -3395163 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3395220.500000 Penalty: 3359.405518
	Iteration 115Q: 3 clusters Score -3395220 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3395290.000000 Penalty: 3359.405518
	Iteration 116Q: 3 clusters Score -3395290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3395365.750000 Penalty: 3359.405518
	Iteration 117Q: 3 clusters Score -3395366 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3395424.000000 Penalty: 3359.405518
	Iteration 118Q: 3 clusters Score -3395424 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3395478.250000 Penalty: 3359.405518
	Iteration 119Q: 3 clusters Score -3395478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3395541.750000 Penalty: 3359.405518
	Iteration 120F: 3 clusters Score -3395542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3395597.000000 Penalty: 3359.405518
	Iteration 121Q: 3 clusters Score -3395597 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3395669.750000 Penalty: 3359.405518
	Iteration 122Q: 3 clusters Score -3395670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3395714.750000 Penalty: 3359.405518
	Iteration 123Q: 3 clusters Score -3395715 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3395763.750000 Penalty: 3359.405518
	Iteration 124Q: 3 clusters Score -3395764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3395814.500000 Penalty: 3359.405518
	Iteration 125Q: 3 clusters Score -3395814 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3395877.000000 Penalty: 3359.405518
	Iteration 126Q: 3 clusters Score -3395877 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3395945.750000 Penalty: 3359.405518
	Iteration 127Q: 3 clusters Score -3395946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3396002.000000 Penalty: 3359.405518
	Iteration 128Q: 3 clusters Score -3396002 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3396053.750000 Penalty: 3359.405518
	Iteration 129Q: 3 clusters Score -3396054 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3396135.250000 Penalty: 3359.405518
	Iteration 130Q: 3 clusters Score -3396135 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3396188.500000 Penalty: 3359.405518
	Iteration 131Q: 3 clusters Score -3396188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3396234.250000 Penalty: 3359.405518
	Iteration 132Q: 3 clusters Score -3396234 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3396289.000000 Penalty: 3359.405518
	Iteration 133Q: 3 clusters Score -3396289 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3396333.000000 Penalty: 3359.405518
	Iteration 134Q: 3 clusters Score -3396333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3396376.750000 Penalty: 3359.405518
	Iteration 135Q: 3 clusters Score -3396377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3396445.750000 Penalty: 3359.405518
	Iteration 136Q: 3 clusters Score -3396446 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3396495.000000 Penalty: 3359.405518
	Iteration 137Q: 3 clusters Score -3396495 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3396529.750000 Penalty: 3359.405518
	Iteration 138Q: 3 clusters Score -3396530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3396552.500000 Penalty: 3359.405518
	Iteration 139Q: 3 clusters Score -3396552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3396567.750000 Penalty: 3359.405518
	Iteration 140F: 3 clusters Score -3396568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3396599.750000 Penalty: 3359.405518
	Iteration 141Q: 3 clusters Score -3396600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3396620.000000 Penalty: 3359.405518
	Iteration 142Q: 3 clusters Score -3396620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3396643.000000 Penalty: 3359.405518
	Iteration 143Q: 3 clusters Score -3396643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3396658.250000 Penalty: 3359.405518
	Iteration 144Q: 3 clusters Score -3396658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3396670.000000 Penalty: 3359.405518
	Iteration 145Q: 3 clusters Score -3396670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3396687.000000 Penalty: 3359.405518
	Iteration 146Q: 3 clusters Score -3396687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3396699.000000 Penalty: 3359.405518
	Iteration 147Q: 3 clusters Score -3396699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3396706.500000 Penalty: 3359.405518
	Iteration 148Q: 3 clusters Score -3396706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3396705.000000 Penalty: 3359.405518
	Iteration 149Q: 3 clusters Score -3396705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3396712.250000 Penalty: 3359.405518
	Iteration 150Q: 3 clusters Score -3396712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3396718.750000 Penalty: 3359.405518
	Iteration 151Q: 3 clusters Score -3396719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3396717.000000 Penalty: 3359.405518
	Iteration 152Q: 3 clusters Score -3396717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3396725.250000 Penalty: 3359.405518
	Iteration 153Q: 3 clusters Score -3396725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3396727.250000 Penalty: 3359.405518
	Iteration 154Q: 3 clusters Score -3396727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3396728.750000 Penalty: 3359.405518
	Iteration 155Q: 3 clusters Score -3396729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3396738.000000 Penalty: 3359.405518
	Iteration 156Q: 3 clusters Score -3396738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -3396738.500000 Penalty: 3359.405518
	Iteration 157Q: 3 clusters Score -3396738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3396743.750000 Penalty: 3359.405518
	Iteration 158Q: 3 clusters Score -3396744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3396743.250000 Penalty: 3359.405518
	Iteration 159Q: 3 clusters Score -3396743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3396744.000000 Penalty: 3359.405518
	Iteration 160F: 3 clusters Score -3396744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3396743.250000 Penalty: 3359.405518
	Iteration 161Q: 3 clusters Score -3396743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3396743.250000 Penalty: 3359.405518
	Iteration 162F: 3 clusters Score -3396743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122172 members 
Entering Unmasked Estep 
Score: -13409457.000000 Penalty: 1903.392578
	Iteration 0F: 2 clusters Score -1.340946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -13327490.000000 Penalty: 3806.785156
	Iteration 0F: 3 clusters Score -1.332749e+07 nChanged 58816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -13361891.000000 Penalty: 3806.785156
	Iteration 1F: 3 clusters Score -1.336189e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -13362617.000000 Penalty: 3806.785156
	Iteration 2Q: 3 clusters Score -1.336262e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -13363470.000000 Penalty: 3806.785156
	Iteration 3Q: 3 clusters Score -1.336347e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -13364763.000000 Penalty: 3806.785156
	Iteration 4Q: 3 clusters Score -1.336476e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -13367027.000000 Penalty: 3806.785156
	Iteration 5Q: 3 clusters Score -1.336703e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -13370666.000000 Penalty: 3806.785156
	Iteration 6Q: 3 clusters Score -1.337067e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -13375867.000000 Penalty: 3806.785156
	Iteration 7F: 3 clusters Score -1.337587e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -13381987.000000 Penalty: 3806.785156
	Iteration 8F: 3 clusters Score -1.338199e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -13386993.000000 Penalty: 3806.785156
	Iteration 9F: 3 clusters Score -1.338699e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -13390195.000000 Penalty: 3806.785156
	Iteration 10Q: 3 clusters Score -1.33902e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -13391839.000000 Penalty: 3806.785156
	Iteration 11Q: 3 clusters Score -1.339184e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -13392860.000000 Penalty: 3806.785156
	Iteration 12Q: 3 clusters Score -1.339286e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -13393758.000000 Penalty: 3806.785156
	Iteration 13Q: 3 clusters Score -1.339376e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -13394509.000000 Penalty: 3806.785156
	Iteration 14Q: 3 clusters Score -1.339451e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -13395444.000000 Penalty: 3806.785156
	Iteration 15Q: 3 clusters Score -1.339544e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -13396384.000000 Penalty: 3806.785156
	Iteration 16Q: 3 clusters Score -1.339638e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -13397372.000000 Penalty: 3806.785156
	Iteration 17Q: 3 clusters Score -1.339737e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -13398477.000000 Penalty: 3806.785156
	Iteration 18Q: 3 clusters Score -1.339848e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -13399570.000000 Penalty: 3806.785156
	Iteration 19Q: 3 clusters Score -1.339957e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -13400528.000000 Penalty: 3806.785156
	Iteration 20F: 3 clusters Score -1.340053e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -13401461.000000 Penalty: 3806.785156
	Iteration 21Q: 3 clusters Score -1.340146e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -13402210.000000 Penalty: 3806.785156
	Iteration 22Q: 3 clusters Score -1.340221e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -13402944.000000 Penalty: 3806.785156
	Iteration 23Q: 3 clusters Score -1.340294e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -13403624.000000 Penalty: 3806.785156
	Iteration 24Q: 3 clusters Score -1.340362e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -13404192.000000 Penalty: 3806.785156
	Iteration 25Q: 3 clusters Score -1.340419e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -13404809.000000 Penalty: 3806.785156
	Iteration 26Q: 3 clusters Score -1.340481e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -13405229.000000 Penalty: 3806.785156
	Iteration 27Q: 3 clusters Score -1.340523e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -13405651.000000 Penalty: 3806.785156
	Iteration 28Q: 3 clusters Score -1.340565e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -13406077.000000 Penalty: 3806.785156
	Iteration 29Q: 3 clusters Score -1.340608e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -13406419.000000 Penalty: 3806.785156
	Iteration 30Q: 3 clusters Score -1.340642e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -13406626.000000 Penalty: 3806.785156
	Iteration 31Q: 3 clusters Score -1.340663e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -13406868.000000 Penalty: 3806.785156
	Iteration 32Q: 3 clusters Score -1.340687e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13407026.000000 Penalty: 3806.785156
	Iteration 33Q: 3 clusters Score -1.340703e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13407159.000000 Penalty: 3806.785156
	Iteration 34Q: 3 clusters Score -1.340716e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -13407286.000000 Penalty: 3806.785156
	Iteration 35Q: 3 clusters Score -1.340729e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119104 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13407375.000000 Penalty: 3806.785156
	Iteration 36Q: 3 clusters Score -1.340738e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -13407472.000000 Penalty: 3806.785156
	Iteration 37Q: 3 clusters Score -1.340747e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13407519.000000 Penalty: 3806.785156
	Iteration 38Q: 3 clusters Score -1.340752e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -13407601.000000 Penalty: 3806.785156
	Iteration 39Q: 3 clusters Score -1.34076e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -13407652.000000 Penalty: 3806.785156
	Iteration 40F: 3 clusters Score -1.340765e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120101 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13407702.000000 Penalty: 3806.785156
	Iteration 41Q: 3 clusters Score -1.34077e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -13407730.000000 Penalty: 3806.785156
	Iteration 42Q: 3 clusters Score -1.340773e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120341 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13407777.000000 Penalty: 3806.785156
	Iteration 43Q: 3 clusters Score -1.340778e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13407822.000000 Penalty: 3806.785156
	Iteration 44Q: 3 clusters Score -1.340782e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -13407837.000000 Penalty: 3806.785156
	Iteration 45Q: 3 clusters Score -1.340784e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -13407842.000000 Penalty: 3806.785156
	Iteration 46Q: 3 clusters Score -1.340784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13407870.000000 Penalty: 3806.785156
	Iteration 47Q: 3 clusters Score -1.340787e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13407878.000000 Penalty: 3806.785156
	Iteration 48Q: 3 clusters Score -1.340788e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13407887.000000 Penalty: 3806.785156
	Iteration 49Q: 3 clusters Score -1.340789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13407889.000000 Penalty: 3806.785156
	Iteration 50Q: 3 clusters Score -1.340789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13407905.000000 Penalty: 3806.785156
	Iteration 51Q: 3 clusters Score -1.34079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -13407918.000000 Penalty: 3806.785156
	Iteration 52Q: 3 clusters Score -1.340792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13407918.000000 Penalty: 3806.785156
	Iteration 53Q: 3 clusters Score -1.340792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13407918.000000 Penalty: 3806.785156
	Iteration 54Q: 3 clusters Score -1.340792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13407902.000000 Penalty: 3806.785156
	Iteration 55Q: 3 clusters Score -1.34079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13407896.000000 Penalty: 3806.785156
	Iteration 56Q: 3 clusters Score -1.34079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13407908.000000 Penalty: 3806.785156
	Iteration 57Q: 3 clusters Score -1.340791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13407910.000000 Penalty: 3806.785156
	Iteration 58Q: 3 clusters Score -1.340791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13407916.000000 Penalty: 3806.785156
	Iteration 59Q: 3 clusters Score -1.340792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120856 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13407920.000000 Penalty: 3806.785156
	Iteration 60F: 3 clusters Score -1.340792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120868 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13407933.000000 Penalty: 3806.785156
	Iteration 61Q: 3 clusters Score -1.340793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13407938.000000 Penalty: 3806.785156
	Iteration 62Q: 3 clusters Score -1.340794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13407927.000000 Penalty: 3806.785156
	Iteration 63Q: 3 clusters Score -1.340793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13407938.000000 Penalty: 3806.785156
	Iteration 64Q: 3 clusters Score -1.340794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13407943.000000 Penalty: 3806.785156
	Iteration 65Q: 3 clusters Score -1.340794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13407942.000000 Penalty: 3806.785156
	Iteration 66Q: 3 clusters Score -1.340794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120939 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13407943.000000 Penalty: 3806.785156
	Iteration 67Q: 3 clusters Score -1.340794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13407940.000000 Penalty: 3806.785156
	Iteration 68Q: 3 clusters Score -1.340794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13407949.000000 Penalty: 3806.785156
	Iteration 69Q: 3 clusters Score -1.340795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13407956.000000 Penalty: 3806.785156
	Iteration 70Q: 3 clusters Score -1.340796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13407963.000000 Penalty: 3806.785156
	Iteration 71Q: 3 clusters Score -1.340796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120981 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -13407956.000000 Penalty: 3806.785156
	Iteration 72Q: 3 clusters Score -1.340796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120984 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13407946.000000 Penalty: 3806.785156
	Iteration 73Q: 3 clusters Score -1.340795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13407954.000000 Penalty: 3806.785156
	Iteration 74Q: 3 clusters Score -1.340795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13407947.000000 Penalty: 3806.785156
	Iteration 75Q: 3 clusters Score -1.340795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13407941.000000 Penalty: 3806.785156
	Iteration 76Q: 3 clusters Score -1.340794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120994 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13407944.000000 Penalty: 3806.785156
	Iteration 77Q: 3 clusters Score -1.340794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13407944.000000 Penalty: 3806.785156
	Iteration 78Q: 3 clusters Score -1.340794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13407941.000000 Penalty: 3806.785156
	Iteration 79Q: 3 clusters Score -1.340794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13407941.000000 Penalty: 3806.785156
	Iteration 80F: 3 clusters Score -1.340794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121012 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13407944.000000 Penalty: 3806.785156
	Iteration 81Q: 3 clusters Score -1.340794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13407943.000000 Penalty: 3806.785156
	Iteration 82Q: 3 clusters Score -1.340794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121024 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13407947.000000 Penalty: 3806.785156
	Iteration 83Q: 3 clusters Score -1.340795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121029 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13407945.000000 Penalty: 3806.785156
	Iteration 84Q: 3 clusters Score -1.340794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121033 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13407942.000000 Penalty: 3806.785156
	Iteration 85Q: 3 clusters Score -1.340794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13407942.000000 Penalty: 3806.785156
	Iteration 86Q: 3 clusters Score -1.340794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13407943.000000 Penalty: 3806.785156
	Iteration 87Q: 3 clusters Score -1.340794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13407949.000000 Penalty: 3806.785156
	Iteration 88Q: 3 clusters Score -1.340795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13407945.000000 Penalty: 3806.785156
	Iteration 89Q: 3 clusters Score -1.340794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121037 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13407950.000000 Penalty: 3806.785156
	Iteration 90Q: 3 clusters Score -1.340795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13407941.000000 Penalty: 3806.785156
	Iteration 91Q: 3 clusters Score -1.340794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13407944.000000 Penalty: 3806.785156
	Iteration 92Q: 3 clusters Score -1.340794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13407952.000000 Penalty: 3806.785156
	Iteration 93Q: 3 clusters Score -1.340795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13407947.000000 Penalty: 3806.785156
	Iteration 94Q: 3 clusters Score -1.340795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13407953.000000 Penalty: 3806.785156
	Iteration 95Q: 3 clusters Score -1.340795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13407957.000000 Penalty: 3806.785156
	Iteration 96Q: 3 clusters Score -1.340796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13407962.000000 Penalty: 3806.785156
	Iteration 97Q: 3 clusters Score -1.340796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13407964.000000 Penalty: 3806.785156
	Iteration 98Q: 3 clusters Score -1.340796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13407975.000000 Penalty: 3806.785156
	Iteration 99Q: 3 clusters Score -1.340798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13407973.000000 Penalty: 3806.785156
	Iteration 100F: 3 clusters Score -1.340797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13407974.000000 Penalty: 3806.785156
	Iteration 101Q: 3 clusters Score -1.340797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121119 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13407984.000000 Penalty: 3806.785156
	Iteration 102Q: 3 clusters Score -1.340798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13407987.000000 Penalty: 3806.785156
	Iteration 103Q: 3 clusters Score -1.340799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13408000.000000 Penalty: 3806.785156
	Iteration 104Q: 3 clusters Score -1.3408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13407995.000000 Penalty: 3806.785156
	Iteration 105Q: 3 clusters Score -1.3408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13407997.000000 Penalty: 3806.785156
	Iteration 106Q: 3 clusters Score -1.3408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13408007.000000 Penalty: 3806.785156
	Iteration 107Q: 3 clusters Score -1.340801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13408005.000000 Penalty: 3806.785156
	Iteration 108Q: 3 clusters Score -1.3408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13408005.000000 Penalty: 3806.785156
	Iteration 109F: 3 clusters Score -1.3408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -392779.843750 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -392779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -389707.218750 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -389707.2 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -390523.718750 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -390523.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -390911.968750 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -390912 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -391232.531250 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -391232.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -391470.875000 Penalty: 2658.877197
	Iteration 4F: 3 clusters Score -391470.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -391662.156250 Penalty: 2658.877197
	Iteration 5F: 3 clusters Score -391662.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -391841.906250 Penalty: 2658.877197
	Iteration 6F: 3 clusters Score -391841.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -392049.125000 Penalty: 2658.877197
	Iteration 7F: 3 clusters Score -392049.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -392256.875000 Penalty: 2658.877197
	Iteration 8F: 3 clusters Score -392256.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -392414.718750 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -392414.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -392536.468750 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -392536.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -392614.375000 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -392614.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -392668.500000 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -392668.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -392706.750000 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -392706.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -392730.281250 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -392730.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -392748.687500 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -392748.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -392765.562500 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -392765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -392776.375000 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -392776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -392783.437500 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -392783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -392787.093750 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -392787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -392790.250000 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -392790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -392790.781250 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -392790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -392792.968750 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -392793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -392795.562500 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -392795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -392796.031250 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -392796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -392796.031250 Penalty: 2658.877197
	Iteration 25F: 3 clusters Score -392796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54764 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123068 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162221 members 
Mstep: Class 13 contains 134089 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83759 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45042 members 
Mstep: Class 21 contains 30842 members 
Mstep: Class 22 contains 122172 members 
Mstep: Class 23 contains 283 members 
Entering Unmasked Estep 
Score: -98873808.000000 Penalty: 44658.785156
Splitting cluster 23 changes total score from -98874712.000000 to -98873808.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54764 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123068 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162221 members 
Mstep: Class 13 contains 134089 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83759 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45042 members 
Mstep: Class 21 contains 30842 members 
Mstep: Class 22 contains 122172 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 239Q: 20 clusters Score -9.88747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54762 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59305 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123068 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162218 members 
Mstep: Class 13 contains 134087 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83762 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45040 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122174 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 240F: 20 clusters Score -9.887472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54761 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59307 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123068 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162206 members 
Mstep: Class 13 contains 134086 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83773 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45041 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 122174 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874752.000000 Penalty: 42425.843750
Iteration 241Q: 20 clusters Score -9.887475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54761 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59309 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123068 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162196 members 
Mstep: Class 13 contains 134085 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83784 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45041 members 
Mstep: Class 21 contains 30839 members 
Mstep: Class 22 contains 122174 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874792.000000 Penalty: 42425.843750
Iteration 242Q: 20 clusters Score -9.887479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54763 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59310 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123069 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162187 members 
Mstep: Class 13 contains 134082 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83794 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45039 members 
Mstep: Class 21 contains 30839 members 
Mstep: Class 22 contains 122176 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874736.000000 Penalty: 42425.843750
Iteration 243Q: 20 clusters Score -9.887474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59313 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123071 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162178 members 
Mstep: Class 13 contains 134074 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83805 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 20 contains 45034 members 
Mstep: Class 21 contains 30839 members 
Mstep: Class 22 contains 122180 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874680.000000 Penalty: 42425.843750
Iteration 244Q: 20 clusters Score -9.887468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59316 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123072 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162179 members 
Mstep: Class 13 contains 134063 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83812 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45028 members 
Mstep: Class 21 contains 30838 members 
Mstep: Class 22 contains 122185 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 245Q: 20 clusters Score -9.88747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54765 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59321 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123072 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162182 members 
Mstep: Class 13 contains 134056 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83818 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45025 members 
Mstep: Class 21 contains 30837 members 
Mstep: Class 22 contains 122187 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 246Q: 20 clusters Score -9.887472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59330 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123073 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162182 members 
Mstep: Class 13 contains 134049 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83821 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45019 members 
Mstep: Class 21 contains 30836 members 
Mstep: Class 22 contains 122188 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 247Q: 20 clusters Score -9.887472e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59341 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123074 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162179 members 
Mstep: Class 13 contains 134040 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83827 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45013 members 
Mstep: Class 21 contains 30836 members 
Mstep: Class 22 contains 122190 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874736.000000 Penalty: 42425.843750
Iteration 248Q: 20 clusters Score -9.887474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54768 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59353 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123077 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162172 members 
Mstep: Class 13 contains 134027 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 83835 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45012 members 
Mstep: Class 21 contains 30836 members 
Mstep: Class 22 contains 122192 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874736.000000 Penalty: 42425.843750
Iteration 249Q: 20 clusters Score -9.887474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54770 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59358 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123079 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162173 members 
Mstep: Class 13 contains 134023 members 
Mstep: Class 14 contains 18324 members 
Mstep: Class 15 contains 83838 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45012 members 
Mstep: Class 21 contains 30836 members 
Mstep: Class 22 contains 122192 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874744.000000 Penalty: 42425.843750
Iteration 250Q: 20 clusters Score -9.887474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54771 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59363 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123081 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162179 members 
Mstep: Class 13 contains 134012 members 
Mstep: Class 14 contains 18324 members 
Mstep: Class 15 contains 83838 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45013 members 
Mstep: Class 21 contains 30835 members 
Mstep: Class 22 contains 122193 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874728.000000 Penalty: 42425.843750
Iteration 251Q: 20 clusters Score -9.887473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54772 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59371 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123082 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162184 members 
Mstep: Class 13 contains 134006 members 
Mstep: Class 14 contains 18326 members 
Mstep: Class 15 contains 83840 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45011 members 
Mstep: Class 21 contains 30831 members 
Mstep: Class 22 contains 122192 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874664.000000 Penalty: 42425.843750
Iteration 252Q: 20 clusters Score -9.887466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54774 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59376 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123085 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162189 members 
Mstep: Class 13 contains 133999 members 
Mstep: Class 14 contains 18327 members 
Mstep: Class 15 contains 83840 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 45004 members 
Mstep: Class 21 contains 30831 members 
Mstep: Class 22 contains 122193 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874736.000000 Penalty: 42425.843750
Iteration 253Q: 20 clusters Score -9.887474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54775 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59383 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123087 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162193 members 
Mstep: Class 13 contains 133996 members 
Mstep: Class 14 contains 18326 members 
Mstep: Class 15 contains 83842 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44999 members 
Mstep: Class 21 contains 30828 members 
Mstep: Class 22 contains 122195 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 254Q: 20 clusters Score -9.887472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54777 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123088 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162191 members 
Mstep: Class 13 contains 133993 members 
Mstep: Class 14 contains 18327 members 
Mstep: Class 15 contains 83841 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44997 members 
Mstep: Class 21 contains 30829 members 
Mstep: Class 22 contains 122195 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874704.000000 Penalty: 42425.843750
Iteration 255Q: 20 clusters Score -9.88747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54777 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59395 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123089 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162190 members 
Mstep: Class 13 contains 133990 members 
Mstep: Class 14 contains 18329 members 
Mstep: Class 15 contains 83841 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44995 members 
Mstep: Class 21 contains 30829 members 
Mstep: Class 22 contains 122195 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874744.000000 Penalty: 42425.843750
Iteration 256Q: 20 clusters Score -9.887474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54777 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59398 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123088 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162191 members 
Mstep: Class 13 contains 133993 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83843 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44991 members 
Mstep: Class 21 contains 30828 members 
Mstep: Class 22 contains 122196 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 257Q: 20 clusters Score -9.88747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54777 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59402 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162191 members 
Mstep: Class 13 contains 133992 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83843 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44987 members 
Mstep: Class 21 contains 30827 members 
Mstep: Class 22 contains 122197 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874680.000000 Penalty: 42425.843750
Iteration 258Q: 20 clusters Score -9.887468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54778 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59405 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162192 members 
Mstep: Class 13 contains 133990 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83843 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44984 members 
Mstep: Class 21 contains 30827 members 
Mstep: Class 22 contains 122198 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874672.000000 Penalty: 42425.843750
Iteration 259Q: 20 clusters Score -9.887467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54778 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59412 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123089 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162192 members 
Mstep: Class 13 contains 133988 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83844 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44981 members 
Mstep: Class 21 contains 30827 members 
Mstep: Class 22 contains 122197 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874704.000000 Penalty: 42425.843750
Iteration 260F: 20 clusters Score -9.88747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54778 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59421 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162193 members 
Mstep: Class 13 contains 133984 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83844 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44977 members 
Mstep: Class 21 contains 30827 members 
Mstep: Class 22 contains 122197 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 261Q: 20 clusters Score -9.88747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54779 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59429 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162194 members 
Mstep: Class 13 contains 133982 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83843 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44971 members 
Mstep: Class 21 contains 30824 members 
Mstep: Class 22 contains 122196 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874776.000000 Penalty: 42425.843750
Iteration 262Q: 20 clusters Score -9.887478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54779 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59433 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123091 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162193 members 
Mstep: Class 13 contains 133979 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83844 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44968 members 
Mstep: Class 21 contains 30823 members 
Mstep: Class 22 contains 122197 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874792.000000 Penalty: 42425.843750
Iteration 263Q: 20 clusters Score -9.887479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54779 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59441 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162190 members 
Mstep: Class 13 contains 133973 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83846 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44965 members 
Mstep: Class 21 contains 30823 members 
Mstep: Class 22 contains 122200 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874752.000000 Penalty: 42425.843750
Iteration 264Q: 20 clusters Score -9.887475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54780 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59455 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123088 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162191 members 
Mstep: Class 13 contains 133966 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 83845 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44961 members 
Mstep: Class 21 contains 30823 members 
Mstep: Class 22 contains 122200 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874776.000000 Penalty: 42425.843750
Iteration 265Q: 20 clusters Score -9.887478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54781 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59463 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123088 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162190 members 
Mstep: Class 13 contains 133962 members 
Mstep: Class 14 contains 18329 members 
Mstep: Class 15 contains 83849 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44955 members 
Mstep: Class 21 contains 30822 members 
Mstep: Class 22 contains 122201 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874784.000000 Penalty: 42425.843750
Iteration 266Q: 20 clusters Score -9.887478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54782 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59466 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123090 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162184 members 
Mstep: Class 13 contains 133957 members 
Mstep: Class 14 contains 18330 members 
Mstep: Class 15 contains 83854 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44951 members 
Mstep: Class 21 contains 30822 members 
Mstep: Class 22 contains 122207 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874728.000000 Penalty: 42425.843750
Iteration 267Q: 20 clusters Score -9.887473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54783 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59468 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123091 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162183 members 
Mstep: Class 13 contains 133953 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83855 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44951 members 
Mstep: Class 21 contains 30821 members 
Mstep: Class 22 contains 122208 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 268Q: 20 clusters Score -9.887472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54784 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59472 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123093 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162181 members 
Mstep: Class 13 contains 133948 members 
Mstep: Class 14 contains 18333 members 
Mstep: Class 15 contains 83855 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44949 members 
Mstep: Class 21 contains 30821 members 
Mstep: Class 22 contains 122209 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 269Q: 20 clusters Score -9.887472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54784 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59473 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123095 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162181 members 
Mstep: Class 13 contains 133948 members 
Mstep: Class 14 contains 18333 members 
Mstep: Class 15 contains 83856 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44946 members 
Mstep: Class 21 contains 30819 members 
Mstep: Class 22 contains 122209 members 
Mstep: Class 23 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874808.000000 Penalty: 42425.843750
Iteration 270Q: 20 clusters Score -9.887481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54782 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59475 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123098 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162182 members 
Mstep: Class 13 contains 133947 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83859 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44943 members 
Mstep: Class 21 contains 30817 members 
Mstep: Class 22 contains 122210 members 
Mstep: Class 23 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874752.000000 Penalty: 42425.843750
Iteration 271Q: 20 clusters Score -9.887475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54782 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59481 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123099 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 133944 members 
Mstep: Class 14 contains 18331 members 
Mstep: Class 15 contains 83861 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44936 members 
Mstep: Class 21 contains 30812 members 
Mstep: Class 22 contains 122212 members 
Mstep: Class 23 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874696.000000 Penalty: 42425.843750
Iteration 272Q: 20 clusters Score -9.88747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54783 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59484 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123099 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162189 members 
Mstep: Class 13 contains 133943 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83860 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44930 members 
Mstep: Class 21 contains 30810 members 
Mstep: Class 22 contains 122214 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 273Q: 20 clusters Score -9.887472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54786 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59487 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123099 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162186 members 
Mstep: Class 13 contains 133943 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83861 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44923 members 
Mstep: Class 21 contains 30810 members 
Mstep: Class 22 contains 122217 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874712.000000 Penalty: 42425.843750
Iteration 274Q: 20 clusters Score -9.887471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54788 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59491 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123099 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162183 members 
Mstep: Class 13 contains 133944 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83863 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44915 members 
Mstep: Class 21 contains 30810 members 
Mstep: Class 22 contains 122219 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874728.000000 Penalty: 42425.843750
Iteration 275Q: 20 clusters Score -9.887473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59494 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123099 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162185 members 
Mstep: Class 13 contains 133943 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83864 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44904 members 
Mstep: Class 21 contains 30810 members 
Mstep: Class 22 contains 122223 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874768.000000 Penalty: 42425.843750
Iteration 276Q: 20 clusters Score -9.887477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59499 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162186 members 
Mstep: Class 13 contains 133942 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83865 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44900 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122224 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874704.000000 Penalty: 42425.843750
Iteration 277Q: 20 clusters Score -9.88747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59501 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162186 members 
Mstep: Class 13 contains 133940 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83865 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44900 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122225 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874736.000000 Penalty: 42425.843750
Iteration 278Q: 20 clusters Score -9.887474e+07 nChanged 4
Entering ConstructFrom: 
Score: -98874736.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (75025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Entering Unmasked Estep 
Score: -8247272.500000 Penalty: 1824.156128
	Iteration 0F: 2 clusters Score -8247272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8197104.500000 Penalty: 3648.312256
	Iteration 0F: 3 clusters Score -8197104 nChanged 35559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8217494.000000 Penalty: 3648.312256
	Iteration 1F: 3 clusters Score -8217494 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8218089.500000 Penalty: 3648.312256
	Iteration 2Q: 3 clusters Score -8218090 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -8218975.000000 Penalty: 3648.312256
	Iteration 3Q: 3 clusters Score -8218975 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -8220335.000000 Penalty: 3648.312256
	Iteration 4Q: 3 clusters Score -8220335 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -8222776.000000 Penalty: 3648.312256
	Iteration 5F: 3 clusters Score -8222776 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -8226736.500000 Penalty: 3648.312256
	Iteration 6F: 3 clusters Score -8226736 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -8232086.000000 Penalty: 3648.312256
	Iteration 7F: 3 clusters Score -8232086 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -8237410.000000 Penalty: 3648.312256
	Iteration 8F: 3 clusters Score -8237410 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -8241416.500000 Penalty: 3648.312256
	Iteration 9F: 3 clusters Score -8241416 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -8243724.000000 Penalty: 3648.312256
	Iteration 10Q: 3 clusters Score -8243724 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8244667.000000 Penalty: 3648.312256
	Iteration 11Q: 3 clusters Score -8244667 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8245023.500000 Penalty: 3648.312256
	Iteration 12Q: 3 clusters Score -8245024 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8245265.500000 Penalty: 3648.312256
	Iteration 13Q: 3 clusters Score -8245266 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8245382.000000 Penalty: 3648.312256
	Iteration 14Q: 3 clusters Score -8245382 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8245516.500000 Penalty: 3648.312256
	Iteration 15Q: 3 clusters Score -8245516 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8245603.500000 Penalty: 3648.312256
	Iteration 16Q: 3 clusters Score -8245604 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8245709.500000 Penalty: 3648.312256
	Iteration 17Q: 3 clusters Score -8245710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8245799.500000 Penalty: 3648.312256
	Iteration 18Q: 3 clusters Score -8245800 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8245880.500000 Penalty: 3648.312256
	Iteration 19Q: 3 clusters Score -8245880 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8245918.000000 Penalty: 3648.312256
	Iteration 20F: 3 clusters Score -8245918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8245969.500000 Penalty: 3648.312256
	Iteration 21Q: 3 clusters Score -8245970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8245972.000000 Penalty: 3648.312256
	Iteration 22Q: 3 clusters Score -8245972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8245986.500000 Penalty: 3648.312256
	Iteration 23Q: 3 clusters Score -8245986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8245980.500000 Penalty: 3648.312256
	Iteration 24Q: 3 clusters Score -8245980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8245992.000000 Penalty: 3648.312256
	Iteration 25Q: 3 clusters Score -8245992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8246027.000000 Penalty: 3648.312256
	Iteration 26Q: 3 clusters Score -8246027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8246032.000000 Penalty: 3648.312256
	Iteration 27Q: 3 clusters Score -8246032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8246046.000000 Penalty: 3648.312256
	Iteration 28Q: 3 clusters Score -8246046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8246052.000000 Penalty: 3648.312256
	Iteration 29Q: 3 clusters Score -8246052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8246058.000000 Penalty: 3648.312256
	Iteration 30Q: 3 clusters Score -8246058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8246067.500000 Penalty: 3648.312256
	Iteration 31Q: 3 clusters Score -8246068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8246061.000000 Penalty: 3648.312256
	Iteration 32Q: 3 clusters Score -8246061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8246073.000000 Penalty: 3648.312256
	Iteration 33Q: 3 clusters Score -8246073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8246078.000000 Penalty: 3648.312256
	Iteration 34Q: 3 clusters Score -8246078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8246086.500000 Penalty: 3648.312256
	Iteration 35Q: 3 clusters Score -8246086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8246077.500000 Penalty: 3648.312256
	Iteration 36Q: 3 clusters Score -8246078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8246085.500000 Penalty: 3648.312256
	Iteration 37Q: 3 clusters Score -8246086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8246093.000000 Penalty: 3648.312256
	Iteration 38Q: 3 clusters Score -8246093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8246086.500000 Penalty: 3648.312256
	Iteration 39Q: 3 clusters Score -8246086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8246090.500000 Penalty: 3648.312256
	Iteration 40F: 3 clusters Score -8246090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8246096.000000 Penalty: 3648.312256
	Iteration 41Q: 3 clusters Score -8246096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8246092.000000 Penalty: 3648.312256
	Iteration 42Q: 3 clusters Score -8246092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8246098.000000 Penalty: 3648.312256
	Iteration 43Q: 3 clusters Score -8246098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8246097.000000 Penalty: 3648.312256
	Iteration 44Q: 3 clusters Score -8246097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8246100.000000 Penalty: 3648.312256
	Iteration 45Q: 3 clusters Score -8246100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8246101.500000 Penalty: 3648.312256
	Iteration 46Q: 3 clusters Score -8246102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8246097.000000 Penalty: 3648.312256
	Iteration 47Q: 3 clusters Score -8246097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8246103.500000 Penalty: 3648.312256
	Iteration 48Q: 3 clusters Score -8246104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8246102.000000 Penalty: 3648.312256
	Iteration 49Q: 3 clusters Score -8246102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8246101.500000 Penalty: 3648.312256
	Iteration 50Q: 3 clusters Score -8246102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8246100.000000 Penalty: 3648.312256
	Iteration 51Q: 3 clusters Score -8246100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8246104.000000 Penalty: 3648.312256
	Iteration 52Q: 3 clusters Score -8246104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8246112.500000 Penalty: 3648.312256
	Iteration 53Q: 3 clusters Score -8246112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8246114.000000 Penalty: 3648.312256
	Iteration 54Q: 3 clusters Score -8246114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8246118.000000 Penalty: 3648.312256
	Iteration 55Q: 3 clusters Score -8246118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8246117.500000 Penalty: 3648.312256
	Iteration 56Q: 3 clusters Score -8246118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8246115.500000 Penalty: 3648.312256
	Iteration 57Q: 3 clusters Score -8246116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8246115.500000 Penalty: 3648.312256
	Iteration 58F: 3 clusters Score -8246116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -376155.093750 Penalty: 1335.728027
	Iteration 0F: 2 clusters Score -376155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -373002.593750 Penalty: 2671.456055
	Iteration 0F: 3 clusters Score -373002.6 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -373771.000000 Penalty: 2671.456055
	Iteration 1F: 3 clusters Score -373771 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -373943.562500 Penalty: 2671.456055
	Iteration 2F: 3 clusters Score -373943.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -374041.250000 Penalty: 2671.456055
	Iteration 3F: 3 clusters Score -374041.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -374112.968750 Penalty: 2671.456055
	Iteration 4Q: 3 clusters Score -374113 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -374179.718750 Penalty: 2671.456055
	Iteration 5Q: 3 clusters Score -374179.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -374231.375000 Penalty: 2671.456055
	Iteration 6Q: 3 clusters Score -374231.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374298.375000 Penalty: 2671.456055
	Iteration 7Q: 3 clusters Score -374298.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -374398.062500 Penalty: 2671.456055
	Iteration 8Q: 3 clusters Score -374398.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -374530.593750 Penalty: 2671.456055
	Iteration 9Q: 3 clusters Score -374530.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -374664.843750 Penalty: 2671.456055
	Iteration 10Q: 3 clusters Score -374664.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -374747.187500 Penalty: 2671.456055
	Iteration 11Q: 3 clusters Score -374747.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -374785.687500 Penalty: 2671.456055
	Iteration 12Q: 3 clusters Score -374785.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -374808.906250 Penalty: 2671.456055
	Iteration 13Q: 3 clusters Score -374808.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -374827.437500 Penalty: 2671.456055
	Iteration 14Q: 3 clusters Score -374827.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -374847.250000 Penalty: 2671.456055
	Iteration 15Q: 3 clusters Score -374847.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -374866.625000 Penalty: 2671.456055
	Iteration 16Q: 3 clusters Score -374866.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -374884.718750 Penalty: 2671.456055
	Iteration 17Q: 3 clusters Score -374884.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -374901.875000 Penalty: 2671.456055
	Iteration 18Q: 3 clusters Score -374901.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -374920.218750 Penalty: 2671.456055
	Iteration 19Q: 3 clusters Score -374920.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -374938.375000 Penalty: 2671.456055
	Iteration 20F: 3 clusters Score -374938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -374955.812500 Penalty: 2671.456055
	Iteration 21Q: 3 clusters Score -374955.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -374971.718750 Penalty: 2671.456055
	Iteration 22Q: 3 clusters Score -374971.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -374999.375000 Penalty: 2671.456055
	Iteration 23Q: 3 clusters Score -374999.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -375037.093750 Penalty: 2671.456055
	Iteration 24Q: 3 clusters Score -375037.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -375081.218750 Penalty: 2671.456055
	Iteration 25Q: 3 clusters Score -375081.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -375143.562500 Penalty: 2671.456055
	Iteration 26Q: 3 clusters Score -375143.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -375187.218750 Penalty: 2671.456055
	Iteration 27Q: 3 clusters Score -375187.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -375213.375000 Penalty: 2671.456055
	Iteration 28Q: 3 clusters Score -375213.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -375242.312500 Penalty: 2671.456055
	Iteration 29Q: 3 clusters Score -375242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -375264.562500 Penalty: 2671.456055
	Iteration 30Q: 3 clusters Score -375264.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -375288.437500 Penalty: 2671.456055
	Iteration 31Q: 3 clusters Score -375288.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -375310.343750 Penalty: 2671.456055
	Iteration 32Q: 3 clusters Score -375310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -375329.281250 Penalty: 2671.456055
	Iteration 33Q: 3 clusters Score -375329.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -375348.562500 Penalty: 2671.456055
	Iteration 34Q: 3 clusters Score -375348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -375357.375000 Penalty: 2671.456055
	Iteration 35Q: 3 clusters Score -375357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -375366.937500 Penalty: 2671.456055
	Iteration 36Q: 3 clusters Score -375366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -375367.937500 Penalty: 2671.456055
	Iteration 37Q: 3 clusters Score -375367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -375369.687500 Penalty: 2671.456055
	Iteration 38Q: 3 clusters Score -375369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -375370.656250 Penalty: 2671.456055
	Iteration 39Q: 3 clusters Score -375370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -375371.312500 Penalty: 2671.456055
	Iteration 40F: 3 clusters Score -375371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -375374.500000 Penalty: 2671.456055
	Iteration 41Q: 3 clusters Score -375374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -375377.406250 Penalty: 2671.456055
	Iteration 42Q: 3 clusters Score -375377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -375379.593750 Penalty: 2671.456055
	Iteration 43Q: 3 clusters Score -375379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -375379.593750 Penalty: 2671.456055
	Iteration 44F: 3 clusters Score -375379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Entering Unmasked Estep 
Score: -5756546.500000 Penalty: 1773.077271
	Iteration 0F: 2 clusters Score -5756546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5719714.500000 Penalty: 3546.154541
	Iteration 0F: 3 clusters Score -5719714 nChanged 26005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5734457.500000 Penalty: 3546.154541
	Iteration 1F: 3 clusters Score -5734458 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -5735218.500000 Penalty: 3546.154541
	Iteration 2Q: 3 clusters Score -5735218 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -5736534.000000 Penalty: 3546.154541
	Iteration 3F: 3 clusters Score -5736534 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5738797.500000 Penalty: 3546.154541
	Iteration 4F: 3 clusters Score -5738798 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5742536.000000 Penalty: 3546.154541
	Iteration 5F: 3 clusters Score -5742536 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -5747149.500000 Penalty: 3546.154541
	Iteration 6F: 3 clusters Score -5747150 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5750865.500000 Penalty: 3546.154541
	Iteration 7F: 3 clusters Score -5750866 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5753211.500000 Penalty: 3546.154541
	Iteration 8Q: 3 clusters Score -5753212 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5754319.000000 Penalty: 3546.154541
	Iteration 9Q: 3 clusters Score -5754319 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5754888.500000 Penalty: 3546.154541
	Iteration 10Q: 3 clusters Score -5754888 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5755106.000000 Penalty: 3546.154541
	Iteration 11Q: 3 clusters Score -5755106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5755195.000000 Penalty: 3546.154541
	Iteration 12Q: 3 clusters Score -5755195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5755241.500000 Penalty: 3546.154541
	Iteration 13Q: 3 clusters Score -5755242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5755277.500000 Penalty: 3546.154541
	Iteration 14Q: 3 clusters Score -5755278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5755296.500000 Penalty: 3546.154541
	Iteration 15Q: 3 clusters Score -5755296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5755311.000000 Penalty: 3546.154541
	Iteration 16Q: 3 clusters Score -5755311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5755323.500000 Penalty: 3546.154541
	Iteration 17Q: 3 clusters Score -5755324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5755335.500000 Penalty: 3546.154541
	Iteration 18Q: 3 clusters Score -5755336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5755335.500000 Penalty: 3546.154541
	Iteration 19Q: 3 clusters Score -5755336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5755344.000000 Penalty: 3546.154541
	Iteration 20F: 3 clusters Score -5755344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5755338.500000 Penalty: 3546.154541
	Iteration 21Q: 3 clusters Score -5755338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5755345.500000 Penalty: 3546.154541
	Iteration 22Q: 3 clusters Score -5755346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5755345.000000 Penalty: 3546.154541
	Iteration 23Q: 3 clusters Score -5755345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5755352.000000 Penalty: 3546.154541
	Iteration 24Q: 3 clusters Score -5755352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5755367.500000 Penalty: 3546.154541
	Iteration 25Q: 3 clusters Score -5755368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5755371.500000 Penalty: 3546.154541
	Iteration 26Q: 3 clusters Score -5755372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5755391.500000 Penalty: 3546.154541
	Iteration 27Q: 3 clusters Score -5755392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5755393.000000 Penalty: 3546.154541
	Iteration 28Q: 3 clusters Score -5755393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5755408.000000 Penalty: 3546.154541
	Iteration 29Q: 3 clusters Score -5755408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5755417.000000 Penalty: 3546.154541
	Iteration 30Q: 3 clusters Score -5755417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5755418.000000 Penalty: 3546.154541
	Iteration 31Q: 3 clusters Score -5755418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5755423.500000 Penalty: 3546.154541
	Iteration 32Q: 3 clusters Score -5755424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5755425.500000 Penalty: 3546.154541
	Iteration 33Q: 3 clusters Score -5755426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5755433.000000 Penalty: 3546.154541
	Iteration 34Q: 3 clusters Score -5755433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5755446.000000 Penalty: 3546.154541
	Iteration 35Q: 3 clusters Score -5755446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5755449.000000 Penalty: 3546.154541
	Iteration 36Q: 3 clusters Score -5755449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5755456.500000 Penalty: 3546.154541
	Iteration 37Q: 3 clusters Score -5755456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5755480.500000 Penalty: 3546.154541
	Iteration 38Q: 3 clusters Score -5755480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5755506.500000 Penalty: 3546.154541
	Iteration 39Q: 3 clusters Score -5755506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5755513.000000 Penalty: 3546.154541
	Iteration 40F: 3 clusters Score -5755513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5755517.000000 Penalty: 3546.154541
	Iteration 41Q: 3 clusters Score -5755517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5755515.500000 Penalty: 3546.154541
	Iteration 42Q: 3 clusters Score -5755516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5755523.000000 Penalty: 3546.154541
	Iteration 43Q: 3 clusters Score -5755523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5755523.000000 Penalty: 3546.154541
	Iteration 44F: 3 clusters Score -5755523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -115488.890625 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -115488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113979.625000 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -113979.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114229.078125 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -114229.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114314.406250 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -114314.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114355.265625 Penalty: 2263.036865
	Iteration 3Q: 3 clusters Score -114355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -114369.296875 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -114369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114373.921875 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -114373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114380.007812 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -114380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114384.765625 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -114384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114390.273438 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -114390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114394.171875 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -114394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -114396.500000 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -114396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114398.796875 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -114398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -114399.257812 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -114399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114399.820312 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -114399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114400.742188 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -114400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114401.437500 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -114401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114402.585938 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -114402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114402.585938 Penalty: 2263.036865
	Iteration 17F: 3 clusters Score -114402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -245838.609375 Penalty: 1254.069580
	Iteration 0F: 2 clusters Score -245838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243605.968750 Penalty: 2508.139160
	Iteration 0F: 3 clusters Score -243606 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -244037.734375 Penalty: 2508.139160
	Iteration 1F: 3 clusters Score -244037.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244132.859375 Penalty: 2508.139160
	Iteration 2F: 3 clusters Score -244132.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -244194.140625 Penalty: 2508.139160
	Iteration 3Q: 3 clusters Score -244194.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -244232.500000 Penalty: 2508.139160
	Iteration 4Q: 3 clusters Score -244232.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244266.546875 Penalty: 2508.139160
	Iteration 5Q: 3 clusters Score -244266.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244283.250000 Penalty: 2508.139160
	Iteration 6Q: 3 clusters Score -244283.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244301.500000 Penalty: 2508.139160
	Iteration 7Q: 3 clusters Score -244301.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -244318.656250 Penalty: 2508.139160
	Iteration 8Q: 3 clusters Score -244318.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -244339.750000 Penalty: 2508.139160
	Iteration 9Q: 3 clusters Score -244339.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -244358.468750 Penalty: 2508.139160
	Iteration 10Q: 3 clusters Score -244358.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -244373.281250 Penalty: 2508.139160
	Iteration 11Q: 3 clusters Score -244373.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -244386.218750 Penalty: 2508.139160
	Iteration 12Q: 3 clusters Score -244386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -244395.484375 Penalty: 2508.139160
	Iteration 13Q: 3 clusters Score -244395.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -244402.328125 Penalty: 2508.139160
	Iteration 14Q: 3 clusters Score -244402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -244406.890625 Penalty: 2508.139160
	Iteration 15Q: 3 clusters Score -244406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -244413.171875 Penalty: 2508.139160
	Iteration 16Q: 3 clusters Score -244413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -244418.203125 Penalty: 2508.139160
	Iteration 17Q: 3 clusters Score -244418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -244422.703125 Penalty: 2508.139160
	Iteration 18Q: 3 clusters Score -244422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -244428.187500 Penalty: 2508.139160
	Iteration 19Q: 3 clusters Score -244428.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -244435.156250 Penalty: 2508.139160
	Iteration 20F: 3 clusters Score -244435.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -244439.906250 Penalty: 2508.139160
	Iteration 21Q: 3 clusters Score -244439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244443.765625 Penalty: 2508.139160
	Iteration 22Q: 3 clusters Score -244443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -244449.312500 Penalty: 2508.139160
	Iteration 23Q: 3 clusters Score -244449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244452.500000 Penalty: 2508.139160
	Iteration 24Q: 3 clusters Score -244452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244454.156250 Penalty: 2508.139160
	Iteration 25Q: 3 clusters Score -244454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -244455.000000 Penalty: 2508.139160
	Iteration 26Q: 3 clusters Score -244455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244455.109375 Penalty: 2508.139160
	Iteration 27Q: 3 clusters Score -244455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -244455.437500 Penalty: 2508.139160
	Iteration 28Q: 3 clusters Score -244455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244455.937500 Penalty: 2508.139160
	Iteration 29Q: 3 clusters Score -244455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244455.937500 Penalty: 2508.139160
	Iteration 30F: 3 clusters Score -244455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Entering Unmasked Estep 
Score: -6540864.000000 Penalty: 1786.489624
	Iteration 0F: 2 clusters Score -6540864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -6501090.000000 Penalty: 3572.979248
	Iteration 0F: 3 clusters Score -6501090 nChanged 28192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -6517231.000000 Penalty: 3572.979248
	Iteration 1F: 3 clusters Score -6517231 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6517890.000000 Penalty: 3572.979248
	Iteration 2Q: 3 clusters Score -6517890 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -6518692.000000 Penalty: 3572.979248
	Iteration 3Q: 3 clusters Score -6518692 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -6519803.000000 Penalty: 3572.979248
	Iteration 4Q: 3 clusters Score -6519803 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -6521507.500000 Penalty: 3572.979248
	Iteration 5F: 3 clusters Score -6521508 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -6523955.500000 Penalty: 3572.979248
	Iteration 6F: 3 clusters Score -6523956 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -6527200.000000 Penalty: 3572.979248
	Iteration 7F: 3 clusters Score -6527200 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -6530280.000000 Penalty: 3572.979248
	Iteration 8F: 3 clusters Score -6530280 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -6532366.500000 Penalty: 3572.979248
	Iteration 9F: 3 clusters Score -6532366 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -6533460.000000 Penalty: 3572.979248
	Iteration 10Q: 3 clusters Score -6533460 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6534037.000000 Penalty: 3572.979248
	Iteration 11Q: 3 clusters Score -6534037 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6534469.000000 Penalty: 3572.979248
	Iteration 12Q: 3 clusters Score -6534469 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -6534875.500000 Penalty: 3572.979248
	Iteration 13Q: 3 clusters Score -6534876 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -6535247.500000 Penalty: 3572.979248
	Iteration 14Q: 3 clusters Score -6535248 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6535585.500000 Penalty: 3572.979248
	Iteration 15Q: 3 clusters Score -6535586 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -6535967.000000 Penalty: 3572.979248
	Iteration 16Q: 3 clusters Score -6535967 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6536239.000000 Penalty: 3572.979248
	Iteration 17Q: 3 clusters Score -6536239 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -6536479.000000 Penalty: 3572.979248
	Iteration 18Q: 3 clusters Score -6536479 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6536731.500000 Penalty: 3572.979248
	Iteration 19Q: 3 clusters Score -6536732 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -6536960.000000 Penalty: 3572.979248
	Iteration 20F: 3 clusters Score -6536960 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -6537162.000000 Penalty: 3572.979248
	Iteration 21Q: 3 clusters Score -6537162 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6537343.500000 Penalty: 3572.979248
	Iteration 22Q: 3 clusters Score -6537344 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -6537502.000000 Penalty: 3572.979248
	Iteration 23Q: 3 clusters Score -6537502 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -6537683.000000 Penalty: 3572.979248
	Iteration 24Q: 3 clusters Score -6537683 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -6537870.000000 Penalty: 3572.979248
	Iteration 25Q: 3 clusters Score -6537870 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -6538012.000000 Penalty: 3572.979248
	Iteration 26Q: 3 clusters Score -6538012 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -6538139.500000 Penalty: 3572.979248
	Iteration 27Q: 3 clusters Score -6538140 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -6538246.500000 Penalty: 3572.979248
	Iteration 28Q: 3 clusters Score -6538246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -6538368.000000 Penalty: 3572.979248
	Iteration 29Q: 3 clusters Score -6538368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -6538493.500000 Penalty: 3572.979248
	Iteration 30Q: 3 clusters Score -6538494 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -6538571.000000 Penalty: 3572.979248
	Iteration 31Q: 3 clusters Score -6538571 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -6538668.500000 Penalty: 3572.979248
	Iteration 32Q: 3 clusters Score -6538668 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6538748.500000 Penalty: 3572.979248
	Iteration 33Q: 3 clusters Score -6538748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -6538803.000000 Penalty: 3572.979248
	Iteration 34Q: 3 clusters Score -6538803 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -6538867.000000 Penalty: 3572.979248
	Iteration 35Q: 3 clusters Score -6538867 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -6538926.000000 Penalty: 3572.979248
	Iteration 36Q: 3 clusters Score -6538926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -6538990.000000 Penalty: 3572.979248
	Iteration 37Q: 3 clusters Score -6538990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -6539047.000000 Penalty: 3572.979248
	Iteration 38Q: 3 clusters Score -6539047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -6539102.000000 Penalty: 3572.979248
	Iteration 39Q: 3 clusters Score -6539102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -6539139.500000 Penalty: 3572.979248
	Iteration 40F: 3 clusters Score -6539140 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -6539154.500000 Penalty: 3572.979248
	Iteration 41Q: 3 clusters Score -6539154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -6539197.000000 Penalty: 3572.979248
	Iteration 42Q: 3 clusters Score -6539197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -6539244.500000 Penalty: 3572.979248
	Iteration 43Q: 3 clusters Score -6539244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -6539273.500000 Penalty: 3572.979248
	Iteration 44Q: 3 clusters Score -6539274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -6539284.000000 Penalty: 3572.979248
	Iteration 45Q: 3 clusters Score -6539284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -6539297.500000 Penalty: 3572.979248
	Iteration 46Q: 3 clusters Score -6539298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -6539305.500000 Penalty: 3572.979248
	Iteration 47Q: 3 clusters Score -6539306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -6539309.000000 Penalty: 3572.979248
	Iteration 48Q: 3 clusters Score -6539309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -6539308.500000 Penalty: 3572.979248
	Iteration 49Q: 3 clusters Score -6539308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -6539333.500000 Penalty: 3572.979248
	Iteration 50Q: 3 clusters Score -6539334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -6539350.000000 Penalty: 3572.979248
	Iteration 51Q: 3 clusters Score -6539350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -6539361.000000 Penalty: 3572.979248
	Iteration 52Q: 3 clusters Score -6539361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -6539357.500000 Penalty: 3572.979248
	Iteration 53Q: 3 clusters Score -6539358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -6539360.500000 Penalty: 3572.979248
	Iteration 54Q: 3 clusters Score -6539360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -6539368.500000 Penalty: 3572.979248
	Iteration 55Q: 3 clusters Score -6539368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -6539369.500000 Penalty: 3572.979248
	Iteration 56Q: 3 clusters Score -6539370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -6539381.000000 Penalty: 3572.979248
	Iteration 57Q: 3 clusters Score -6539381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -6539381.500000 Penalty: 3572.979248
	Iteration 58Q: 3 clusters Score -6539382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -6539384.000000 Penalty: 3572.979248
	Iteration 59Q: 3 clusters Score -6539384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6539383.000000 Penalty: 3572.979248
	Iteration 60F: 3 clusters Score -6539383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -6539386.000000 Penalty: 3572.979248
	Iteration 61Q: 3 clusters Score -6539386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -6539383.000000 Penalty: 3572.979248
	Iteration 62Q: 3 clusters Score -6539383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -6539385.500000 Penalty: 3572.979248
	Iteration 63Q: 3 clusters Score -6539386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -6539385.500000 Penalty: 3572.979248
	Iteration 64F: 3 clusters Score -6539386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -43303.652344 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -43303.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42287.589844 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -42287.59 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42460.164062 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -42460.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42492.000000 Penalty: 2010.517822
	Iteration 2Q: 3 clusters Score -42492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42509.480469 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -42509.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42520.613281 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -42520.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42526.410156 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -42526.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42529.988281 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -42529.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42532.832031 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -42532.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42536.449219 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -42536.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42544.859375 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -42544.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42549.289062 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -42549.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42552.804688 Penalty: 2010.517822
	Iteration 11Q: 3 clusters Score -42552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42553.273438 Penalty: 2010.517822
	Iteration 12Q: 3 clusters Score -42553.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42554.218750 Penalty: 2010.517822
	Iteration 13Q: 3 clusters Score -42554.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42554.218750 Penalty: 2010.517822
	Iteration 14F: 3 clusters Score -42554.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -357445.125000 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -357445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -354568.375000 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -354568.4 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -355353.625000 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -355353.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -355516.468750 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -355516.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -355601.812500 Penalty: 2632.651123
	Iteration 3Q: 3 clusters Score -355601.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -355657.406250 Penalty: 2632.651123
	Iteration 4Q: 3 clusters Score -355657.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -355684.000000 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -355684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -355701.406250 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -355701.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -355717.843750 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -355717.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -355737.281250 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -355737.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -355756.281250 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -355756.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -355770.343750 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -355770.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -355788.406250 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -355788.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -355804.281250 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -355804.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -355819.625000 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -355819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -355832.593750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -355832.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -355848.062500 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -355848.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -355861.187500 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -355861.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -355874.500000 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -355874.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -355891.062500 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -355891.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -355902.343750 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -355902.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -355915.000000 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -355915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -355929.875000 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -355929.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -355956.843750 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -355956.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -355979.125000 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -355979.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -356007.343750 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -356007.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -356045.250000 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -356045.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -356091.031250 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -356091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -356122.343750 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -356122.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -356154.468750 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -356154.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -356181.031250 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -356181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -356196.968750 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -356197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -356208.375000 Penalty: 2632.651123
	Iteration 31Q: 3 clusters Score -356208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -356226.250000 Penalty: 2632.651123
	Iteration 32Q: 3 clusters Score -356226.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -356244.406250 Penalty: 2632.651123
	Iteration 33Q: 3 clusters Score -356244.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -356260.031250 Penalty: 2632.651123
	Iteration 34Q: 3 clusters Score -356260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -356278.812500 Penalty: 2632.651123
	Iteration 35Q: 3 clusters Score -356278.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -356308.000000 Penalty: 2632.651123
	Iteration 36Q: 3 clusters Score -356308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -356354.187500 Penalty: 2632.651123
	Iteration 37Q: 3 clusters Score -356354.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -356397.062500 Penalty: 2632.651123
	Iteration 38Q: 3 clusters Score -356397.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -356426.437500 Penalty: 2632.651123
	Iteration 39Q: 3 clusters Score -356426.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -356453.562500 Penalty: 2632.651123
	Iteration 40F: 3 clusters Score -356453.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -356481.531250 Penalty: 2632.651123
	Iteration 41Q: 3 clusters Score -356481.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -356505.250000 Penalty: 2632.651123
	Iteration 42Q: 3 clusters Score -356505.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -356534.000000 Penalty: 2632.651123
	Iteration 43Q: 3 clusters Score -356534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -356560.250000 Penalty: 2632.651123
	Iteration 44Q: 3 clusters Score -356560.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -356589.312500 Penalty: 2632.651123
	Iteration 45Q: 3 clusters Score -356589.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -356629.656250 Penalty: 2632.651123
	Iteration 46Q: 3 clusters Score -356629.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -356663.343750 Penalty: 2632.651123
	Iteration 47Q: 3 clusters Score -356663.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -356688.312500 Penalty: 2632.651123
	Iteration 48Q: 3 clusters Score -356688.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -356704.406250 Penalty: 2632.651123
	Iteration 49Q: 3 clusters Score -356704.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -356722.750000 Penalty: 2632.651123
	Iteration 50Q: 3 clusters Score -356722.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -356741.031250 Penalty: 2632.651123
	Iteration 51Q: 3 clusters Score -356741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -356768.218750 Penalty: 2632.651123
	Iteration 52Q: 3 clusters Score -356768.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -356793.875000 Penalty: 2632.651123
	Iteration 53Q: 3 clusters Score -356793.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -356823.156250 Penalty: 2632.651123
	Iteration 54Q: 3 clusters Score -356823.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -356848.343750 Penalty: 2632.651123
	Iteration 55Q: 3 clusters Score -356848.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -356866.781250 Penalty: 2632.651123
	Iteration 56Q: 3 clusters Score -356866.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -356883.468750 Penalty: 2632.651123
	Iteration 57Q: 3 clusters Score -356883.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -356904.531250 Penalty: 2632.651123
	Iteration 58Q: 3 clusters Score -356904.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -356929.000000 Penalty: 2632.651123
	Iteration 59Q: 3 clusters Score -356929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -356949.812500 Penalty: 2632.651123
	Iteration 60F: 3 clusters Score -356949.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -356964.187500 Penalty: 2632.651123
	Iteration 61Q: 3 clusters Score -356964.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -356977.656250 Penalty: 2632.651123
	Iteration 62Q: 3 clusters Score -356977.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -356988.031250 Penalty: 2632.651123
	Iteration 63Q: 3 clusters Score -356988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -356997.375000 Penalty: 2632.651123
	Iteration 64Q: 3 clusters Score -356997.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -357005.531250 Penalty: 2632.651123
	Iteration 65Q: 3 clusters Score -357005.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -357014.687500 Penalty: 2632.651123
	Iteration 66Q: 3 clusters Score -357014.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -357024.062500 Penalty: 2632.651123
	Iteration 67Q: 3 clusters Score -357024.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -357030.531250 Penalty: 2632.651123
	Iteration 68Q: 3 clusters Score -357030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -357034.750000 Penalty: 2632.651123
	Iteration 69Q: 3 clusters Score -357034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -357039.593750 Penalty: 2632.651123
	Iteration 70Q: 3 clusters Score -357039.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -357043.718750 Penalty: 2632.651123
	Iteration 71Q: 3 clusters Score -357043.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -357045.375000 Penalty: 2632.651123
	Iteration 72Q: 3 clusters Score -357045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -357047.406250 Penalty: 2632.651123
	Iteration 73Q: 3 clusters Score -357047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -357048.125000 Penalty: 2632.651123
	Iteration 74Q: 3 clusters Score -357048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -357050.093750 Penalty: 2632.651123
	Iteration 75Q: 3 clusters Score -357050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -357051.937500 Penalty: 2632.651123
	Iteration 76Q: 3 clusters Score -357051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -357053.468750 Penalty: 2632.651123
	Iteration 77Q: 3 clusters Score -357053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -357056.343750 Penalty: 2632.651123
	Iteration 78Q: 3 clusters Score -357056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -357058.187500 Penalty: 2632.651123
	Iteration 79Q: 3 clusters Score -357058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -357058.781250 Penalty: 2632.651123
	Iteration 80F: 3 clusters Score -357058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -357060.218750 Penalty: 2632.651123
	Iteration 81Q: 3 clusters Score -357060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -357060.343750 Penalty: 2632.651123
	Iteration 82Q: 3 clusters Score -357060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -357060.312500 Penalty: 2632.651123
	Iteration 83Q: 3 clusters Score -357060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -357060.750000 Penalty: 2632.651123
	Iteration 84Q: 3 clusters Score -357060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -357061.781250 Penalty: 2632.651123
	Iteration 85Q: 3 clusters Score -357061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -357062.093750 Penalty: 2632.651123
	Iteration 86Q: 3 clusters Score -357062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -357062.093750 Penalty: 2632.651123
	Iteration 87F: 3 clusters Score -357062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (123100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123100 members 
Entering Unmasked Estep 
Score: -13475601.000000 Penalty: 1904.622314
	Iteration 0F: 2 clusters Score -1.34756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -13393052.000000 Penalty: 3809.244629
	Iteration 0F: 3 clusters Score -1.339305e+07 nChanged 59355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -13427595.000000 Penalty: 3809.244629
	Iteration 1F: 3 clusters Score -1.34276e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -13428580.000000 Penalty: 3809.244629
	Iteration 2Q: 3 clusters Score -1.342858e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13429849.000000 Penalty: 3809.244629
	Iteration 3Q: 3 clusters Score -1.342985e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -13431475.000000 Penalty: 3809.244629
	Iteration 4Q: 3 clusters Score -1.343148e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -13433855.000000 Penalty: 3809.244629
	Iteration 5Q: 3 clusters Score -1.343386e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -13436823.000000 Penalty: 3809.244629
	Iteration 6Q: 3 clusters Score -1.343682e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -13440354.000000 Penalty: 3809.244629
	Iteration 7F: 3 clusters Score -1.344035e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -13445132.000000 Penalty: 3809.244629
	Iteration 8F: 3 clusters Score -1.344513e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -13450728.000000 Penalty: 3809.244629
	Iteration 9F: 3 clusters Score -1.345073e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -13455315.000000 Penalty: 3809.244629
	Iteration 10F: 3 clusters Score -1.345532e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -13457407.000000 Penalty: 3809.244629
	Iteration 11Q: 3 clusters Score -1.345741e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -13458164.000000 Penalty: 3809.244629
	Iteration 12Q: 3 clusters Score -1.345816e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -13458457.000000 Penalty: 3809.244629
	Iteration 13Q: 3 clusters Score -1.345846e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -13458647.000000 Penalty: 3809.244629
	Iteration 14Q: 3 clusters Score -1.345865e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -13458802.000000 Penalty: 3809.244629
	Iteration 15Q: 3 clusters Score -1.34588e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -13458949.000000 Penalty: 3809.244629
	Iteration 16Q: 3 clusters Score -1.345895e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -13459068.000000 Penalty: 3809.244629
	Iteration 17Q: 3 clusters Score -1.345907e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -13459167.000000 Penalty: 3809.244629
	Iteration 18Q: 3 clusters Score -1.345917e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -13459330.000000 Penalty: 3809.244629
	Iteration 19Q: 3 clusters Score -1.345933e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -13459412.000000 Penalty: 3809.244629
	Iteration 20F: 3 clusters Score -1.345941e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -13459531.000000 Penalty: 3809.244629
	Iteration 21Q: 3 clusters Score -1.345953e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -13459576.000000 Penalty: 3809.244629
	Iteration 22Q: 3 clusters Score -1.345958e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -13459658.000000 Penalty: 3809.244629
	Iteration 23Q: 3 clusters Score -1.345966e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -13459669.000000 Penalty: 3809.244629
	Iteration 24Q: 3 clusters Score -1.345967e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -13459789.000000 Penalty: 3809.244629
	Iteration 25Q: 3 clusters Score -1.345979e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -13459871.000000 Penalty: 3809.244629
	Iteration 26Q: 3 clusters Score -1.345987e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -13459968.000000 Penalty: 3809.244629
	Iteration 27Q: 3 clusters Score -1.345997e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -13460051.000000 Penalty: 3809.244629
	Iteration 28Q: 3 clusters Score -1.346005e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -13460072.000000 Penalty: 3809.244629
	Iteration 29Q: 3 clusters Score -1.346007e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -13460148.000000 Penalty: 3809.244629
	Iteration 30Q: 3 clusters Score -1.346015e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -13460218.000000 Penalty: 3809.244629
	Iteration 31Q: 3 clusters Score -1.346022e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -13460270.000000 Penalty: 3809.244629
	Iteration 32Q: 3 clusters Score -1.346027e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -13460306.000000 Penalty: 3809.244629
	Iteration 33Q: 3 clusters Score -1.346031e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -13460315.000000 Penalty: 3809.244629
	Iteration 34Q: 3 clusters Score -1.346032e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -13460366.000000 Penalty: 3809.244629
	Iteration 35Q: 3 clusters Score -1.346037e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -13460389.000000 Penalty: 3809.244629
	Iteration 36Q: 3 clusters Score -1.346039e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -13460464.000000 Penalty: 3809.244629
	Iteration 37Q: 3 clusters Score -1.346046e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -13460508.000000 Penalty: 3809.244629
	Iteration 38Q: 3 clusters Score -1.346051e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -13460539.000000 Penalty: 3809.244629
	Iteration 39Q: 3 clusters Score -1.346054e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -13460616.000000 Penalty: 3809.244629
	Iteration 40F: 3 clusters Score -1.346062e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -13460725.000000 Penalty: 3809.244629
	Iteration 41Q: 3 clusters Score -1.346072e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -13460817.000000 Penalty: 3809.244629
	Iteration 42Q: 3 clusters Score -1.346082e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -13460862.000000 Penalty: 3809.244629
	Iteration 43Q: 3 clusters Score -1.346086e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -13460913.000000 Penalty: 3809.244629
	Iteration 44Q: 3 clusters Score -1.346091e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -13460986.000000 Penalty: 3809.244629
	Iteration 45Q: 3 clusters Score -1.346099e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -13461148.000000 Penalty: 3809.244629
	Iteration 46Q: 3 clusters Score -1.346115e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -13461248.000000 Penalty: 3809.244629
	Iteration 47Q: 3 clusters Score -1.346125e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -13461332.000000 Penalty: 3809.244629
	Iteration 48Q: 3 clusters Score -1.346133e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -13461490.000000 Penalty: 3809.244629
	Iteration 49Q: 3 clusters Score -1.346149e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -13461622.000000 Penalty: 3809.244629
	Iteration 50Q: 3 clusters Score -1.346162e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -13461747.000000 Penalty: 3809.244629
	Iteration 51Q: 3 clusters Score -1.346175e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -13461957.000000 Penalty: 3809.244629
	Iteration 52Q: 3 clusters Score -1.346196e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -13462198.000000 Penalty: 3809.244629
	Iteration 53Q: 3 clusters Score -1.34622e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -13462384.000000 Penalty: 3809.244629
	Iteration 54Q: 3 clusters Score -1.346238e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -13462663.000000 Penalty: 3809.244629
	Iteration 55Q: 3 clusters Score -1.346266e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -13462958.000000 Penalty: 3809.244629
	Iteration 56Q: 3 clusters Score -1.346296e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -13463257.000000 Penalty: 3809.244629
	Iteration 57Q: 3 clusters Score -1.346326e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -13463540.000000 Penalty: 3809.244629
	Iteration 58Q: 3 clusters Score -1.346354e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -13463850.000000 Penalty: 3809.244629
	Iteration 59Q: 3 clusters Score -1.346385e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -13464266.000000 Penalty: 3809.244629
	Iteration 60F: 3 clusters Score -1.346427e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -13464743.000000 Penalty: 3809.244629
	Iteration 61Q: 3 clusters Score -1.346474e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -13465110.000000 Penalty: 3809.244629
	Iteration 62Q: 3 clusters Score -1.346511e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -13465648.000000 Penalty: 3809.244629
	Iteration 63Q: 3 clusters Score -1.346565e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -13466168.000000 Penalty: 3809.244629
	Iteration 64Q: 3 clusters Score -1.346617e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -13466799.000000 Penalty: 3809.244629
	Iteration 65Q: 3 clusters Score -1.34668e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -13467425.000000 Penalty: 3809.244629
	Iteration 66Q: 3 clusters Score -1.346742e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -13467982.000000 Penalty: 3809.244629
	Iteration 67Q: 3 clusters Score -1.346798e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -13468632.000000 Penalty: 3809.244629
	Iteration 68Q: 3 clusters Score -1.346863e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -13469109.000000 Penalty: 3809.244629
	Iteration 69Q: 3 clusters Score -1.346911e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 105961 members 
Entering Unmasked Estep 
Score: -13469740.000000 Penalty: 3809.244629
	Iteration 70Q: 3 clusters Score -1.346974e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 107285 members 
Entering Unmasked Estep 
Score: -13470169.000000 Penalty: 3809.244629
	Iteration 71Q: 3 clusters Score -1.347017e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -13470691.000000 Penalty: 3809.244629
	Iteration 72Q: 3 clusters Score -1.347069e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 109725 members 
Entering Unmasked Estep 
Score: -13471124.000000 Penalty: 3809.244629
	Iteration 73Q: 3 clusters Score -1.347112e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -13471564.000000 Penalty: 3809.244629
	Iteration 74Q: 3 clusters Score -1.347156e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -13471881.000000 Penalty: 3809.244629
	Iteration 75Q: 3 clusters Score -1.347188e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -13472212.000000 Penalty: 3809.244629
	Iteration 76Q: 3 clusters Score -1.347221e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 113425 members 
Entering Unmasked Estep 
Score: -13472451.000000 Penalty: 3809.244629
	Iteration 77Q: 3 clusters Score -1.347245e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -13472673.000000 Penalty: 3809.244629
	Iteration 78Q: 3 clusters Score -1.347267e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -13472904.000000 Penalty: 3809.244629
	Iteration 79Q: 3 clusters Score -1.34729e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -13473127.000000 Penalty: 3809.244629
	Iteration 80F: 3 clusters Score -1.347313e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -13473282.000000 Penalty: 3809.244629
	Iteration 81Q: 3 clusters Score -1.347328e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -13473459.000000 Penalty: 3809.244629
	Iteration 82Q: 3 clusters Score -1.347346e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -13473638.000000 Penalty: 3809.244629
	Iteration 83Q: 3 clusters Score -1.347364e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -13473800.000000 Penalty: 3809.244629
	Iteration 84Q: 3 clusters Score -1.34738e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 117501 members 
Entering Unmasked Estep 
Score: -13473842.000000 Penalty: 3809.244629
	Iteration 85Q: 3 clusters Score -1.347384e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 117785 members 
Entering Unmasked Estep 
Score: -13473869.000000 Penalty: 3809.244629
	Iteration 86Q: 3 clusters Score -1.347387e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -13473949.000000 Penalty: 3809.244629
	Iteration 87Q: 3 clusters Score -1.347395e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -13473971.000000 Penalty: 3809.244629
	Iteration 88Q: 3 clusters Score -1.347397e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -13474019.000000 Penalty: 3809.244629
	Iteration 89Q: 3 clusters Score -1.347402e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 118635 members 
Entering Unmasked Estep 
Score: -13474062.000000 Penalty: 3809.244629
	Iteration 90Q: 3 clusters Score -1.347406e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -13474100.000000 Penalty: 3809.244629
	Iteration 91Q: 3 clusters Score -1.34741e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 118954 members 
Entering Unmasked Estep 
Score: -13474150.000000 Penalty: 3809.244629
	Iteration 92Q: 3 clusters Score -1.347415e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -13474200.000000 Penalty: 3809.244629
	Iteration 93Q: 3 clusters Score -1.34742e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -13474215.000000 Penalty: 3809.244629
	Iteration 94Q: 3 clusters Score -1.347422e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -13474253.000000 Penalty: 3809.244629
	Iteration 95Q: 3 clusters Score -1.347425e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -13474294.000000 Penalty: 3809.244629
	Iteration 96Q: 3 clusters Score -1.347429e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 119531 members 
Entering Unmasked Estep 
Score: -13474348.000000 Penalty: 3809.244629
	Iteration 97Q: 3 clusters Score -1.347435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -13474374.000000 Penalty: 3809.244629
	Iteration 98Q: 3 clusters Score -1.347437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -13474378.000000 Penalty: 3809.244629
	Iteration 99Q: 3 clusters Score -1.347438e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -13474408.000000 Penalty: 3809.244629
	Iteration 100F: 3 clusters Score -1.347441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -13474403.000000 Penalty: 3809.244629
	Iteration 101Q: 3 clusters Score -1.34744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -13474423.000000 Penalty: 3809.244629
	Iteration 102Q: 3 clusters Score -1.347442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 119909 members 
Entering Unmasked Estep 
Score: -13474437.000000 Penalty: 3809.244629
	Iteration 103Q: 3 clusters Score -1.347444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -13474423.000000 Penalty: 3809.244629
	Iteration 104Q: 3 clusters Score -1.347442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -13474414.000000 Penalty: 3809.244629
	Iteration 105Q: 3 clusters Score -1.347441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 120028 members 
Entering Unmasked Estep 
Score: -13474432.000000 Penalty: 3809.244629
	Iteration 106Q: 3 clusters Score -1.347443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -13474444.000000 Penalty: 3809.244629
	Iteration 107Q: 3 clusters Score -1.347444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -13474455.000000 Penalty: 3809.244629
	Iteration 108Q: 3 clusters Score -1.347446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -13474434.000000 Penalty: 3809.244629
	Iteration 109Q: 3 clusters Score -1.347443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 120144 members 
Entering Unmasked Estep 
Score: -13474436.000000 Penalty: 3809.244629
	Iteration 110Q: 3 clusters Score -1.347444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -13474437.000000 Penalty: 3809.244629
	Iteration 111Q: 3 clusters Score -1.347444e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -13474458.000000 Penalty: 3809.244629
	Iteration 112Q: 3 clusters Score -1.347446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -13474439.000000 Penalty: 3809.244629
	Iteration 113Q: 3 clusters Score -1.347444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -13474452.000000 Penalty: 3809.244629
	Iteration 114Q: 3 clusters Score -1.347445e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 120309 members 
Entering Unmasked Estep 
Score: -13474441.000000 Penalty: 3809.244629
	Iteration 115Q: 3 clusters Score -1.347444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 120340 members 
Entering Unmasked Estep 
Score: -13474450.000000 Penalty: 3809.244629
	Iteration 116Q: 3 clusters Score -1.347445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 120359 members 
Entering Unmasked Estep 
Score: -13474462.000000 Penalty: 3809.244629
	Iteration 117Q: 3 clusters Score -1.347446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 120375 members 
Entering Unmasked Estep 
Score: -13474465.000000 Penalty: 3809.244629
	Iteration 118Q: 3 clusters Score -1.347446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -13474453.000000 Penalty: 3809.244629
	Iteration 119Q: 3 clusters Score -1.347445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 120393 members 
Entering Unmasked Estep 
Score: -13474464.000000 Penalty: 3809.244629
	Iteration 120F: 3 clusters Score -1.347446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -13474453.000000 Penalty: 3809.244629
	Iteration 121Q: 3 clusters Score -1.347445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -13474452.000000 Penalty: 3809.244629
	Iteration 122Q: 3 clusters Score -1.347445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -13474454.000000 Penalty: 3809.244629
	Iteration 123Q: 3 clusters Score -1.347445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -13474455.000000 Penalty: 3809.244629
	Iteration 124Q: 3 clusters Score -1.347446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -13474447.000000 Penalty: 3809.244629
	Iteration 125Q: 3 clusters Score -1.347445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 120435 members 
Entering Unmasked Estep 
Score: -13474444.000000 Penalty: 3809.244629
	Iteration 126Q: 3 clusters Score -1.347444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 120440 members 
Entering Unmasked Estep 
Score: -13474445.000000 Penalty: 3809.244629
	Iteration 127Q: 3 clusters Score -1.347444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -13474449.000000 Penalty: 3809.244629
	Iteration 128Q: 3 clusters Score -1.347445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
Score: -13474447.000000 Penalty: 3809.244629
	Iteration 129Q: 3 clusters Score -1.347445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 120459 members 
Entering Unmasked Estep 
Score: -13474445.000000 Penalty: 3809.244629
	Iteration 130Q: 3 clusters Score -1.347444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -13474457.000000 Penalty: 3809.244629
	Iteration 131Q: 3 clusters Score -1.347446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -13474461.000000 Penalty: 3809.244629
	Iteration 132Q: 3 clusters Score -1.347446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -13474452.000000 Penalty: 3809.244629
	Iteration 133Q: 3 clusters Score -1.347445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -13474452.000000 Penalty: 3809.244629
	Iteration 134F: 3 clusters Score -1.347445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -285653.593750 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -285653.6 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 1297 members 
Entering Unmasked Estep 
Score: -283177.750000 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -283177.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -283806.843750 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -283806.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -283967.781250 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -283967.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -284078.125000 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -284078.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -284191.937500 Penalty: 2559.290283
	Iteration 4F: 3 clusters Score -284191.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -284291.187500 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -284291.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -284360.812500 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -284360.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -284411.781250 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -284411.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -284455.875000 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -284455.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -284493.000000 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -284493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -284520.250000 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -284520.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -284550.781250 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -284550.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -284578.031250 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -284578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -284604.437500 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -284604.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -284625.281250 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -284625.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -284638.093750 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -284638.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -284644.562500 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -284644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -284654.843750 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -284654.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -284664.000000 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -284664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -284673.687500 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -284673.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -284679.031250 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -284679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -284686.718750 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -284686.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -284693.250000 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -284693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -284695.562500 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -284695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -284698.187500 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -284698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -284698.343750 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -284698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -284698.343750 Penalty: 2559.290283
	Iteration 26F: 3 clusters Score -284698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162187 members 
Entering Unmasked Estep 
Score: -17506296.000000 Penalty: 1949.432129
	Iteration 0F: 2 clusters Score -1.75063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -17400372.000000 Penalty: 3898.864258
	Iteration 0F: 3 clusters Score -1.740037e+07 nChanged 78477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -17446570.000000 Penalty: 3898.864258
	Iteration 1F: 3 clusters Score -1.744657e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -17447578.000000 Penalty: 3898.864258
	Iteration 2Q: 3 clusters Score -1.744758e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -17449204.000000 Penalty: 3898.864258
	Iteration 3Q: 3 clusters Score -1.74492e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -17451740.000000 Penalty: 3898.864258
	Iteration 4Q: 3 clusters Score -1.745174e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -17456456.000000 Penalty: 3898.864258
	Iteration 5F: 3 clusters Score -1.745646e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -17463790.000000 Penalty: 3898.864258
	Iteration 6F: 3 clusters Score -1.746379e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -17474608.000000 Penalty: 3898.864258
	Iteration 7F: 3 clusters Score -1.747461e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -17486448.000000 Penalty: 3898.864258
	Iteration 8F: 3 clusters Score -1.748645e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -17494988.000000 Penalty: 3898.864258
	Iteration 9F: 3 clusters Score -1.749499e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -17498734.000000 Penalty: 3898.864258
	Iteration 10Q: 3 clusters Score -1.749873e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 131475 members 
Entering Unmasked Estep 
Score: -17500356.000000 Penalty: 3898.864258
	Iteration 11Q: 3 clusters Score -1.750036e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -17501592.000000 Penalty: 3898.864258
	Iteration 12Q: 3 clusters Score -1.750159e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -17502714.000000 Penalty: 3898.864258
	Iteration 13Q: 3 clusters Score -1.750271e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -17503618.000000 Penalty: 3898.864258
	Iteration 14Q: 3 clusters Score -1.750362e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 138628 members 
Entering Unmasked Estep 
Score: -17504364.000000 Penalty: 3898.864258
	Iteration 15Q: 3 clusters Score -1.750436e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -17505018.000000 Penalty: 3898.864258
	Iteration 16Q: 3 clusters Score -1.750502e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 141461 members 
Entering Unmasked Estep 
Score: -17505500.000000 Penalty: 3898.864258
	Iteration 17Q: 3 clusters Score -1.75055e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -17505866.000000 Penalty: 3898.864258
	Iteration 18Q: 3 clusters Score -1.750587e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -17506198.000000 Penalty: 3898.864258
	Iteration 19Q: 3 clusters Score -1.75062e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -17506312.000000 Penalty: 3898.864258
	Iteration 20F: 3 clusters Score -1.750631e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 145941 members 
Entering Unmasked Estep 
Score: -17506360.000000 Penalty: 3898.864258
	Iteration 21Q: 3 clusters Score -1.750636e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 146849 members 
Entering Unmasked Estep 
Score: -17506498.000000 Penalty: 3898.864258
	Iteration 22Q: 3 clusters Score -1.75065e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -17506516.000000 Penalty: 3898.864258
	Iteration 23Q: 3 clusters Score -1.750652e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -17506600.000000 Penalty: 3898.864258
	Iteration 24Q: 3 clusters Score -1.75066e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 149083 members 
Entering Unmasked Estep 
Score: -17506562.000000 Penalty: 3898.864258
	Iteration 25Q: 3 clusters Score -1.750656e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -17506540.000000 Penalty: 3898.864258
	Iteration 26Q: 3 clusters Score -1.750654e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -17506516.000000 Penalty: 3898.864258
	Iteration 27Q: 3 clusters Score -1.750652e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 150987 members 
Entering Unmasked Estep 
Score: -17506566.000000 Penalty: 3898.864258
	Iteration 28Q: 3 clusters Score -1.750657e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -17506538.000000 Penalty: 3898.864258
	Iteration 29Q: 3 clusters Score -1.750654e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -17506534.000000 Penalty: 3898.864258
	Iteration 30Q: 3 clusters Score -1.750653e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -17506602.000000 Penalty: 3898.864258
	Iteration 31Q: 3 clusters Score -1.75066e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -17506598.000000 Penalty: 3898.864258
	Iteration 32Q: 3 clusters Score -1.75066e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -17506564.000000 Penalty: 3898.864258
	Iteration 33Q: 3 clusters Score -1.750656e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 153871 members 
Entering Unmasked Estep 
Score: -17506572.000000 Penalty: 3898.864258
	Iteration 34Q: 3 clusters Score -1.750657e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 154247 members 
Entering Unmasked Estep 
Score: -17506472.000000 Penalty: 3898.864258
	Iteration 35Q: 3 clusters Score -1.750647e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -17506456.000000 Penalty: 3898.864258
	Iteration 36Q: 3 clusters Score -1.750646e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 154930 members 
Entering Unmasked Estep 
Score: -17506424.000000 Penalty: 3898.864258
	Iteration 37Q: 3 clusters Score -1.750642e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -17506342.000000 Penalty: 3898.864258
	Iteration 38Q: 3 clusters Score -1.750634e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -17506290.000000 Penalty: 3898.864258
	Iteration 39Q: 3 clusters Score -1.750629e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -17506296.000000 Penalty: 3898.864258
	Iteration 40F: 3 clusters Score -1.75063e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -17506292.000000 Penalty: 3898.864258
	Iteration 41Q: 3 clusters Score -1.750629e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -17506272.000000 Penalty: 3898.864258
	Iteration 42Q: 3 clusters Score -1.750627e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 156422 members 
Entering Unmasked Estep 
Score: -17506218.000000 Penalty: 3898.864258
	Iteration 43Q: 3 clusters Score -1.750622e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -17506204.000000 Penalty: 3898.864258
	Iteration 44Q: 3 clusters Score -1.75062e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 156780 members 
Entering Unmasked Estep 
Score: -17506158.000000 Penalty: 3898.864258
	Iteration 45Q: 3 clusters Score -1.750616e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -17506126.000000 Penalty: 3898.864258
	Iteration 46Q: 3 clusters Score -1.750613e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 157093 members 
Entering Unmasked Estep 
Score: -17506164.000000 Penalty: 3898.864258
	Iteration 47Q: 3 clusters Score -1.750616e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -17506154.000000 Penalty: 3898.864258
	Iteration 48Q: 3 clusters Score -1.750615e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -17506150.000000 Penalty: 3898.864258
	Iteration 49Q: 3 clusters Score -1.750615e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 157457 members 
Entering Unmasked Estep 
Score: -17506146.000000 Penalty: 3898.864258
	Iteration 50Q: 3 clusters Score -1.750615e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 157569 members 
Entering Unmasked Estep 
Score: -17506098.000000 Penalty: 3898.864258
	Iteration 51Q: 3 clusters Score -1.75061e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -17506068.000000 Penalty: 3898.864258
	Iteration 52Q: 3 clusters Score -1.750607e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 157770 members 
Entering Unmasked Estep 
Score: -17506048.000000 Penalty: 3898.864258
	Iteration 53Q: 3 clusters Score -1.750605e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 157862 members 
Entering Unmasked Estep 
Score: -17506028.000000 Penalty: 3898.864258
	Iteration 54Q: 3 clusters Score -1.750603e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -17506008.000000 Penalty: 3898.864258
	Iteration 55Q: 3 clusters Score -1.750601e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 158035 members 
Entering Unmasked Estep 
Score: -17506034.000000 Penalty: 3898.864258
	Iteration 56Q: 3 clusters Score -1.750603e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -17506014.000000 Penalty: 3898.864258
	Iteration 57Q: 3 clusters Score -1.750601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -17505976.000000 Penalty: 3898.864258
	Iteration 58Q: 3 clusters Score -1.750598e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 158296 members 
Entering Unmasked Estep 
Score: -17505980.000000 Penalty: 3898.864258
	Iteration 59Q: 3 clusters Score -1.750598e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 158360 members 
Entering Unmasked Estep 
Score: -17505960.000000 Penalty: 3898.864258
	Iteration 60F: 3 clusters Score -1.750596e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -17505940.000000 Penalty: 3898.864258
	Iteration 61Q: 3 clusters Score -1.750594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 158464 members 
Entering Unmasked Estep 
Score: -17505936.000000 Penalty: 3898.864258
	Iteration 62Q: 3 clusters Score -1.750594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -17505930.000000 Penalty: 3898.864258
	Iteration 63Q: 3 clusters Score -1.750593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -17505938.000000 Penalty: 3898.864258
	Iteration 64Q: 3 clusters Score -1.750594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -17505936.000000 Penalty: 3898.864258
	Iteration 65Q: 3 clusters Score -1.750594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 158578 members 
Entering Unmasked Estep 
Score: -17505940.000000 Penalty: 3898.864258
	Iteration 66Q: 3 clusters Score -1.750594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -17505922.000000 Penalty: 3898.864258
	Iteration 67Q: 3 clusters Score -1.750592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 158625 members 
Entering Unmasked Estep 
Score: -17505930.000000 Penalty: 3898.864258
	Iteration 68Q: 3 clusters Score -1.750593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 158649 members 
Entering Unmasked Estep 
Score: -17505928.000000 Penalty: 3898.864258
	Iteration 69Q: 3 clusters Score -1.750593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -17505938.000000 Penalty: 3898.864258
	Iteration 70Q: 3 clusters Score -1.750594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -17505950.000000 Penalty: 3898.864258
	Iteration 71Q: 3 clusters Score -1.750595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 158740 members 
Entering Unmasked Estep 
Score: -17505950.000000 Penalty: 3898.864258
	Iteration 72Q: 3 clusters Score -1.750595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -17505966.000000 Penalty: 3898.864258
	Iteration 73Q: 3 clusters Score -1.750597e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -17505928.000000 Penalty: 3898.864258
	Iteration 74Q: 3 clusters Score -1.750593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 158808 members 
Entering Unmasked Estep 
Score: -17505934.000000 Penalty: 3898.864258
	Iteration 75Q: 3 clusters Score -1.750593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 158828 members 
Entering Unmasked Estep 
Score: -17505918.000000 Penalty: 3898.864258
	Iteration 76Q: 3 clusters Score -1.750592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -17505918.000000 Penalty: 3898.864258
	Iteration 77Q: 3 clusters Score -1.750592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 158864 members 
Entering Unmasked Estep 
Score: -17505918.000000 Penalty: 3898.864258
	Iteration 78Q: 3 clusters Score -1.750592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -17505904.000000 Penalty: 3898.864258
	Iteration 79Q: 3 clusters Score -1.75059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -17505896.000000 Penalty: 3898.864258
	Iteration 80F: 3 clusters Score -1.75059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -17505898.000000 Penalty: 3898.864258
	Iteration 81Q: 3 clusters Score -1.75059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -17505896.000000 Penalty: 3898.864258
	Iteration 82Q: 3 clusters Score -1.75059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -17505890.000000 Penalty: 3898.864258
	Iteration 83Q: 3 clusters Score -1.750589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -17505876.000000 Penalty: 3898.864258
	Iteration 84Q: 3 clusters Score -1.750588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -17505900.000000 Penalty: 3898.864258
	Iteration 85Q: 3 clusters Score -1.75059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -17505884.000000 Penalty: 3898.864258
	Iteration 86Q: 3 clusters Score -1.750588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -17505874.000000 Penalty: 3898.864258
	Iteration 87Q: 3 clusters Score -1.750587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -17505876.000000 Penalty: 3898.864258
	Iteration 88Q: 3 clusters Score -1.750588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -17505884.000000 Penalty: 3898.864258
	Iteration 89Q: 3 clusters Score -1.750588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -17505894.000000 Penalty: 3898.864258
	Iteration 90Q: 3 clusters Score -1.750589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -17505882.000000 Penalty: 3898.864258
	Iteration 91Q: 3 clusters Score -1.750588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -17505894.000000 Penalty: 3898.864258
	Iteration 92Q: 3 clusters Score -1.750589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -17505896.000000 Penalty: 3898.864258
	Iteration 93Q: 3 clusters Score -1.75059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -17505892.000000 Penalty: 3898.864258
	Iteration 94Q: 3 clusters Score -1.750589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -17505896.000000 Penalty: 3898.864258
	Iteration 95Q: 3 clusters Score -1.75059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -17505898.000000 Penalty: 3898.864258
	Iteration 96Q: 3 clusters Score -1.75059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -17505900.000000 Penalty: 3898.864258
	Iteration 97Q: 3 clusters Score -1.75059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -17505896.000000 Penalty: 3898.864258
	Iteration 98Q: 3 clusters Score -1.75059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 159232 members 
Entering Unmasked Estep 
Score: -17505908.000000 Penalty: 3898.864258
	Iteration 99Q: 3 clusters Score -1.750591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -17505896.000000 Penalty: 3898.864258
	Iteration 100F: 3 clusters Score -1.75059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -17505898.000000 Penalty: 3898.864258
	Iteration 101Q: 3 clusters Score -1.75059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -17505902.000000 Penalty: 3898.864258
	Iteration 102Q: 3 clusters Score -1.75059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -17505902.000000 Penalty: 3898.864258
	Iteration 103Q: 3 clusters Score -1.75059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -17505904.000000 Penalty: 3898.864258
	Iteration 104Q: 3 clusters Score -1.75059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 159258 members 
Entering Unmasked Estep 
Score: -17505904.000000 Penalty: 3898.864258
	Iteration 105Q: 3 clusters Score -1.75059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 159258 members 
Entering Unmasked Estep 
Score: -17505904.000000 Penalty: 3898.864258
	Iteration 106F: 3 clusters Score -1.75059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (133938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133938 members 
Entering Unmasked Estep 
Score: -14593083.000000 Penalty: 1918.333984
	Iteration 0F: 2 clusters Score -1.459308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -14503721.000000 Penalty: 3836.667969
	Iteration 0F: 3 clusters Score -1.450372e+07 nChanged 64252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -14542369.000000 Penalty: 3836.667969
	Iteration 1F: 3 clusters Score -1.454237e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -14544323.000000 Penalty: 3836.667969
	Iteration 2Q: 3 clusters Score -1.454432e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -14546992.000000 Penalty: 3836.667969
	Iteration 3Q: 3 clusters Score -1.454699e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -14551084.000000 Penalty: 3836.667969
	Iteration 4F: 3 clusters Score -1.455108e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -14556628.000000 Penalty: 3836.667969
	Iteration 5F: 3 clusters Score -1.455663e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -14563593.000000 Penalty: 3836.667969
	Iteration 6F: 3 clusters Score -1.456359e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -14570974.000000 Penalty: 3836.667969
	Iteration 7F: 3 clusters Score -1.457097e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109165 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -14576721.000000 Penalty: 3836.667969
	Iteration 8F: 3 clusters Score -1.457672e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -14580591.000000 Penalty: 3836.667969
	Iteration 9Q: 3 clusters Score -1.458059e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -14582858.000000 Penalty: 3836.667969
	Iteration 10Q: 3 clusters Score -1.458286e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -14584577.000000 Penalty: 3836.667969
	Iteration 11Q: 3 clusters Score -1.458458e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -14585795.000000 Penalty: 3836.667969
	Iteration 12Q: 3 clusters Score -1.45858e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122931 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -14586907.000000 Penalty: 3836.667969
	Iteration 13Q: 3 clusters Score -1.458691e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -14587866.000000 Penalty: 3836.667969
	Iteration 14Q: 3 clusters Score -1.458787e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126160 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -14588679.000000 Penalty: 3836.667969
	Iteration 15Q: 3 clusters Score -1.458868e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -14589362.000000 Penalty: 3836.667969
	Iteration 16Q: 3 clusters Score -1.458936e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -14589999.000000 Penalty: 3836.667969
	Iteration 17Q: 3 clusters Score -1.459e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129548 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -14590446.000000 Penalty: 3836.667969
	Iteration 18Q: 3 clusters Score -1.459045e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130338 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -14590840.000000 Penalty: 3836.667969
	Iteration 19Q: 3 clusters Score -1.459084e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130970 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -14591080.000000 Penalty: 3836.667969
	Iteration 20F: 3 clusters Score -1.459108e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -14591329.000000 Penalty: 3836.667969
	Iteration 21Q: 3 clusters Score -1.459133e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -14591574.000000 Penalty: 3836.667969
	Iteration 22Q: 3 clusters Score -1.459157e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -14591732.000000 Penalty: 3836.667969
	Iteration 23Q: 3 clusters Score -1.459173e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132368 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14591868.000000 Penalty: 3836.667969
	Iteration 24Q: 3 clusters Score -1.459187e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132520 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14591961.000000 Penalty: 3836.667969
	Iteration 25Q: 3 clusters Score -1.459196e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132615 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14592009.000000 Penalty: 3836.667969
	Iteration 26Q: 3 clusters Score -1.459201e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132700 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14592037.000000 Penalty: 3836.667969
	Iteration 27Q: 3 clusters Score -1.459204e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132770 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -14592066.000000 Penalty: 3836.667969
	Iteration 28Q: 3 clusters Score -1.459207e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14592126.000000 Penalty: 3836.667969
	Iteration 29Q: 3 clusters Score -1.459213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132863 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14592133.000000 Penalty: 3836.667969
	Iteration 30Q: 3 clusters Score -1.459213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132892 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -14592141.000000 Penalty: 3836.667969
	Iteration 31Q: 3 clusters Score -1.459214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132908 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14592146.000000 Penalty: 3836.667969
	Iteration 32Q: 3 clusters Score -1.459215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14592138.000000 Penalty: 3836.667969
	Iteration 33Q: 3 clusters Score -1.459214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132947 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14592137.000000 Penalty: 3836.667969
	Iteration 34Q: 3 clusters Score -1.459214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14592151.000000 Penalty: 3836.667969
	Iteration 35Q: 3 clusters Score -1.459215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132982 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14592156.000000 Penalty: 3836.667969
	Iteration 36Q: 3 clusters Score -1.459216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14592174.000000 Penalty: 3836.667969
	Iteration 37Q: 3 clusters Score -1.459217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14592176.000000 Penalty: 3836.667969
	Iteration 38Q: 3 clusters Score -1.459218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133034 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14592189.000000 Penalty: 3836.667969
	Iteration 39Q: 3 clusters Score -1.459219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133041 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14592188.000000 Penalty: 3836.667969
	Iteration 40F: 3 clusters Score -1.459219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133055 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14592202.000000 Penalty: 3836.667969
	Iteration 41Q: 3 clusters Score -1.45922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133066 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14592204.000000 Penalty: 3836.667969
	Iteration 42Q: 3 clusters Score -1.45922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133085 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14592229.000000 Penalty: 3836.667969
	Iteration 43Q: 3 clusters Score -1.459223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14592255.000000 Penalty: 3836.667969
	Iteration 44Q: 3 clusters Score -1.459226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14592263.000000 Penalty: 3836.667969
	Iteration 45Q: 3 clusters Score -1.459226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133138 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14592293.000000 Penalty: 3836.667969
	Iteration 46Q: 3 clusters Score -1.459229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14592317.000000 Penalty: 3836.667969
	Iteration 47Q: 3 clusters Score -1.459232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14592345.000000 Penalty: 3836.667969
	Iteration 48Q: 3 clusters Score -1.459234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14592354.000000 Penalty: 3836.667969
	Iteration 49Q: 3 clusters Score -1.459235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14592389.000000 Penalty: 3836.667969
	Iteration 50Q: 3 clusters Score -1.459239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133136 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14592370.000000 Penalty: 3836.667969
	Iteration 51Q: 3 clusters Score -1.459237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14592368.000000 Penalty: 3836.667969
	Iteration 52Q: 3 clusters Score -1.459237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133128 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14592372.000000 Penalty: 3836.667969
	Iteration 53Q: 3 clusters Score -1.459237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14592383.000000 Penalty: 3836.667969
	Iteration 54Q: 3 clusters Score -1.459238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14592376.000000 Penalty: 3836.667969
	Iteration 55Q: 3 clusters Score -1.459238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14592390.000000 Penalty: 3836.667969
	Iteration 56Q: 3 clusters Score -1.459239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14592387.000000 Penalty: 3836.667969
	Iteration 57Q: 3 clusters Score -1.459239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14592388.000000 Penalty: 3836.667969
	Iteration 58Q: 3 clusters Score -1.459239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14592392.000000 Penalty: 3836.667969
	Iteration 59Q: 3 clusters Score -1.459239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14592398.000000 Penalty: 3836.667969
	Iteration 60F: 3 clusters Score -1.45924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133116 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14592409.000000 Penalty: 3836.667969
	Iteration 61Q: 3 clusters Score -1.459241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14592398.000000 Penalty: 3836.667969
	Iteration 62Q: 3 clusters Score -1.45924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14592393.000000 Penalty: 3836.667969
	Iteration 63Q: 3 clusters Score -1.459239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14592384.000000 Penalty: 3836.667969
	Iteration 64Q: 3 clusters Score -1.459238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133107 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14592397.000000 Penalty: 3836.667969
	Iteration 65Q: 3 clusters Score -1.45924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14592392.000000 Penalty: 3836.667969
	Iteration 66Q: 3 clusters Score -1.459239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14592400.000000 Penalty: 3836.667969
	Iteration 67Q: 3 clusters Score -1.45924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133092 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14592387.000000 Penalty: 3836.667969
	Iteration 68Q: 3 clusters Score -1.459239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133082 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14592413.000000 Penalty: 3836.667969
	Iteration 69Q: 3 clusters Score -1.459241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133078 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14592426.000000 Penalty: 3836.667969
	Iteration 70Q: 3 clusters Score -1.459243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14592429.000000 Penalty: 3836.667969
	Iteration 71Q: 3 clusters Score -1.459243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133059 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -14592443.000000 Penalty: 3836.667969
	Iteration 72Q: 3 clusters Score -1.459244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133036 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14592455.000000 Penalty: 3836.667969
	Iteration 73Q: 3 clusters Score -1.459246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14592505.000000 Penalty: 3836.667969
	Iteration 74Q: 3 clusters Score -1.45925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132993 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14592543.000000 Penalty: 3836.667969
	Iteration 75Q: 3 clusters Score -1.459254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132980 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14592567.000000 Penalty: 3836.667969
	Iteration 76Q: 3 clusters Score -1.459257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14592592.000000 Penalty: 3836.667969
	Iteration 77Q: 3 clusters Score -1.459259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14592586.000000 Penalty: 3836.667969
	Iteration 78Q: 3 clusters Score -1.459259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14592594.000000 Penalty: 3836.667969
	Iteration 79Q: 3 clusters Score -1.459259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14592656.000000 Penalty: 3836.667969
	Iteration 80F: 3 clusters Score -1.459266e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14592720.000000 Penalty: 3836.667969
	Iteration 81Q: 3 clusters Score -1.459272e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14592728.000000 Penalty: 3836.667969
	Iteration 82Q: 3 clusters Score -1.459273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132867 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14592756.000000 Penalty: 3836.667969
	Iteration 83Q: 3 clusters Score -1.459276e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14592778.000000 Penalty: 3836.667969
	Iteration 84Q: 3 clusters Score -1.459278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14592789.000000 Penalty: 3836.667969
	Iteration 85Q: 3 clusters Score -1.459279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132799 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14592786.000000 Penalty: 3836.667969
	Iteration 86Q: 3 clusters Score -1.459279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132783 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14592777.000000 Penalty: 3836.667969
	Iteration 87Q: 3 clusters Score -1.459278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132782 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14592787.000000 Penalty: 3836.667969
	Iteration 88Q: 3 clusters Score -1.459279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132782 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14592776.000000 Penalty: 3836.667969
	Iteration 89Q: 3 clusters Score -1.459278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132777 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14592781.000000 Penalty: 3836.667969
	Iteration 90Q: 3 clusters Score -1.459278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132775 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14592787.000000 Penalty: 3836.667969
	Iteration 91Q: 3 clusters Score -1.459279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132772 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14592778.000000 Penalty: 3836.667969
	Iteration 92Q: 3 clusters Score -1.459278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14592773.000000 Penalty: 3836.667969
	Iteration 93Q: 3 clusters Score -1.459277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132772 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14592768.000000 Penalty: 3836.667969
	Iteration 94Q: 3 clusters Score -1.459277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132772 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14592768.000000 Penalty: 3836.667969
	Iteration 95F: 3 clusters Score -1.459277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2024823.125000 Penalty: 1595.165527
	Iteration 0F: 2 clusters Score -2024823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2012264.750000 Penalty: 3190.331055
	Iteration 0F: 3 clusters Score -2012265 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2016754.000000 Penalty: 3190.331055
	Iteration 1F: 3 clusters Score -2016754 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2017017.375000 Penalty: 3190.331055
	Iteration 2Q: 3 clusters Score -2017017 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2017248.000000 Penalty: 3190.331055
	Iteration 3Q: 3 clusters Score -2017248 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2017491.500000 Penalty: 3190.331055
	Iteration 4Q: 3 clusters Score -2017492 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2017811.375000 Penalty: 3190.331055
	Iteration 5Q: 3 clusters Score -2017811 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2018214.000000 Penalty: 3190.331055
	Iteration 6Q: 3 clusters Score -2018214 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2018849.250000 Penalty: 3190.331055
	Iteration 7F: 3 clusters Score -2018849 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2019734.500000 Penalty: 3190.331055
	Iteration 8F: 3 clusters Score -2019734 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2020907.875000 Penalty: 3190.331055
	Iteration 9F: 3 clusters Score -2020908 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2021914.500000 Penalty: 3190.331055
	Iteration 10F: 3 clusters Score -2021914 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2022423.625000 Penalty: 3190.331055
	Iteration 11Q: 3 clusters Score -2022424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2022658.250000 Penalty: 3190.331055
	Iteration 12Q: 3 clusters Score -2022658 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2022791.375000 Penalty: 3190.331055
	Iteration 13Q: 3 clusters Score -2022791 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2022882.875000 Penalty: 3190.331055
	Iteration 14Q: 3 clusters Score -2022883 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2022943.250000 Penalty: 3190.331055
	Iteration 15Q: 3 clusters Score -2022943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2022985.000000 Penalty: 3190.331055
	Iteration 16Q: 3 clusters Score -2022985 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2023023.375000 Penalty: 3190.331055
	Iteration 17Q: 3 clusters Score -2023023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2023059.000000 Penalty: 3190.331055
	Iteration 18Q: 3 clusters Score -2023059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2023078.375000 Penalty: 3190.331055
	Iteration 19Q: 3 clusters Score -2023078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2023103.375000 Penalty: 3190.331055
	Iteration 20F: 3 clusters Score -2023103 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2023118.750000 Penalty: 3190.331055
	Iteration 21Q: 3 clusters Score -2023119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2023128.750000 Penalty: 3190.331055
	Iteration 22Q: 3 clusters Score -2023129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2023141.125000 Penalty: 3190.331055
	Iteration 23Q: 3 clusters Score -2023141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2023156.625000 Penalty: 3190.331055
	Iteration 24Q: 3 clusters Score -2023157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2023162.625000 Penalty: 3190.331055
	Iteration 25Q: 3 clusters Score -2023163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2023171.875000 Penalty: 3190.331055
	Iteration 26Q: 3 clusters Score -2023172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2023172.375000 Penalty: 3190.331055
	Iteration 27Q: 3 clusters Score -2023172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2023178.500000 Penalty: 3190.331055
	Iteration 28Q: 3 clusters Score -2023178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2023182.125000 Penalty: 3190.331055
	Iteration 29Q: 3 clusters Score -2023182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2023186.625000 Penalty: 3190.331055
	Iteration 30Q: 3 clusters Score -2023187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2023187.000000 Penalty: 3190.331055
	Iteration 31Q: 3 clusters Score -2023187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2023191.250000 Penalty: 3190.331055
	Iteration 32Q: 3 clusters Score -2023191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2023192.125000 Penalty: 3190.331055
	Iteration 33Q: 3 clusters Score -2023192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2023191.375000 Penalty: 3190.331055
	Iteration 34Q: 3 clusters Score -2023191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2023199.250000 Penalty: 3190.331055
	Iteration 35Q: 3 clusters Score -2023199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2023200.500000 Penalty: 3190.331055
	Iteration 36Q: 3 clusters Score -2023200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2023202.000000 Penalty: 3190.331055
	Iteration 37Q: 3 clusters Score -2023202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2023202.625000 Penalty: 3190.331055
	Iteration 38Q: 3 clusters Score -2023203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2023196.875000 Penalty: 3190.331055
	Iteration 39Q: 3 clusters Score -2023197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2023198.000000 Penalty: 3190.331055
	Iteration 40F: 3 clusters Score -2023198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2023202.125000 Penalty: 3190.331055
	Iteration 41Q: 3 clusters Score -2023202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2023209.250000 Penalty: 3190.331055
	Iteration 42Q: 3 clusters Score -2023209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2023209.250000 Penalty: 3190.331055
	Iteration 43Q: 3 clusters Score -2023209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2023210.375000 Penalty: 3190.331055
	Iteration 44Q: 3 clusters Score -2023210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2023208.875000 Penalty: 3190.331055
	Iteration 45Q: 3 clusters Score -2023209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2023215.375000 Penalty: 3190.331055
	Iteration 46Q: 3 clusters Score -2023215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2023214.125000 Penalty: 3190.331055
	Iteration 47Q: 3 clusters Score -2023214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2023218.375000 Penalty: 3190.331055
	Iteration 48Q: 3 clusters Score -2023218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2023216.125000 Penalty: 3190.331055
	Iteration 49Q: 3 clusters Score -2023216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2023219.250000 Penalty: 3190.331055
	Iteration 50Q: 3 clusters Score -2023219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2023222.000000 Penalty: 3190.331055
	Iteration 51Q: 3 clusters Score -2023222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2023218.625000 Penalty: 3190.331055
	Iteration 52Q: 3 clusters Score -2023219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2023217.500000 Penalty: 3190.331055
	Iteration 53Q: 3 clusters Score -2023218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2023220.750000 Penalty: 3190.331055
	Iteration 54Q: 3 clusters Score -2023221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2023219.750000 Penalty: 3190.331055
	Iteration 55Q: 3 clusters Score -2023220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2023216.375000 Penalty: 3190.331055
	Iteration 56Q: 3 clusters Score -2023216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2023219.375000 Penalty: 3190.331055
	Iteration 57Q: 3 clusters Score -2023219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2023224.250000 Penalty: 3190.331055
	Iteration 58Q: 3 clusters Score -2023224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2023222.875000 Penalty: 3190.331055
	Iteration 59Q: 3 clusters Score -2023223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2023226.375000 Penalty: 3190.331055
	Iteration 60F: 3 clusters Score -2023226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2023230.875000 Penalty: 3190.331055
	Iteration 61Q: 3 clusters Score -2023231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2023234.000000 Penalty: 3190.331055
	Iteration 62Q: 3 clusters Score -2023234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2023235.375000 Penalty: 3190.331055
	Iteration 63Q: 3 clusters Score -2023235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2023239.875000 Penalty: 3190.331055
	Iteration 64Q: 3 clusters Score -2023240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2023239.625000 Penalty: 3190.331055
	Iteration 65Q: 3 clusters Score -2023240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2023235.625000 Penalty: 3190.331055
	Iteration 66Q: 3 clusters Score -2023236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2023237.000000 Penalty: 3190.331055
	Iteration 67Q: 3 clusters Score -2023237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2023243.500000 Penalty: 3190.331055
	Iteration 68Q: 3 clusters Score -2023244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2023244.125000 Penalty: 3190.331055
	Iteration 69Q: 3 clusters Score -2023244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2023243.000000 Penalty: 3190.331055
	Iteration 70Q: 3 clusters Score -2023243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2023241.375000 Penalty: 3190.331055
	Iteration 71Q: 3 clusters Score -2023241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2023243.875000 Penalty: 3190.331055
	Iteration 72Q: 3 clusters Score -2023244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2023242.750000 Penalty: 3190.331055
	Iteration 73Q: 3 clusters Score -2023243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2023242.875000 Penalty: 3190.331055
	Iteration 74Q: 3 clusters Score -2023243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2023242.875000 Penalty: 3190.331055
	Iteration 75F: 3 clusters Score -2023243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Entering Unmasked Estep 
Score: -9075212.000000 Penalty: 1842.256592
	Iteration 0F: 2 clusters Score -9075212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -9018966.000000 Penalty: 3684.513184
	Iteration 0F: 3 clusters Score -9018966 nChanged 40053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -9042032.000000 Penalty: 3684.513184
	Iteration 1F: 3 clusters Score -9042032 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -9042874.000000 Penalty: 3684.513184
	Iteration 2Q: 3 clusters Score -9042874 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9044296.000000 Penalty: 3684.513184
	Iteration 3Q: 3 clusters Score -9044296 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -9046691.000000 Penalty: 3684.513184
	Iteration 4F: 3 clusters Score -9046691 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -9051184.000000 Penalty: 3684.513184
	Iteration 5F: 3 clusters Score -9051184 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -9057729.000000 Penalty: 3684.513184
	Iteration 6F: 3 clusters Score -9057729 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -9064542.000000 Penalty: 3684.513184
	Iteration 7F: 3 clusters Score -9064542 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -9069321.000000 Penalty: 3684.513184
	Iteration 8F: 3 clusters Score -9069321 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -9071725.000000 Penalty: 3684.513184
	Iteration 9Q: 3 clusters Score -9071725 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -9072728.000000 Penalty: 3684.513184
	Iteration 10Q: 3 clusters Score -9072728 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -9073093.000000 Penalty: 3684.513184
	Iteration 11Q: 3 clusters Score -9073093 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -9073298.000000 Penalty: 3684.513184
	Iteration 12Q: 3 clusters Score -9073298 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 82729 members 
Entering Unmasked Estep 
Score: -9073464.000000 Penalty: 3684.513184
	Iteration 13Q: 3 clusters Score -9073464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -9073532.000000 Penalty: 3684.513184
	Iteration 14Q: 3 clusters Score -9073532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -9073576.000000 Penalty: 3684.513184
	Iteration 15Q: 3 clusters Score -9073576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -9073608.000000 Penalty: 3684.513184
	Iteration 16Q: 3 clusters Score -9073608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -9073625.000000 Penalty: 3684.513184
	Iteration 17Q: 3 clusters Score -9073625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -9073640.000000 Penalty: 3684.513184
	Iteration 18Q: 3 clusters Score -9073640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -9073659.000000 Penalty: 3684.513184
	Iteration 19Q: 3 clusters Score -9073659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -9073664.000000 Penalty: 3684.513184
	Iteration 20F: 3 clusters Score -9073664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -9073688.000000 Penalty: 3684.513184
	Iteration 21Q: 3 clusters Score -9073688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -9073703.000000 Penalty: 3684.513184
	Iteration 22Q: 3 clusters Score -9073703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -9073697.000000 Penalty: 3684.513184
	Iteration 23Q: 3 clusters Score -9073697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -9073702.000000 Penalty: 3684.513184
	Iteration 24Q: 3 clusters Score -9073702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -9073712.000000 Penalty: 3684.513184
	Iteration 25Q: 3 clusters Score -9073712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -9073723.000000 Penalty: 3684.513184
	Iteration 26Q: 3 clusters Score -9073723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -9073722.000000 Penalty: 3684.513184
	Iteration 27Q: 3 clusters Score -9073722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -9073731.000000 Penalty: 3684.513184
	Iteration 28Q: 3 clusters Score -9073731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -9073730.000000 Penalty: 3684.513184
	Iteration 29Q: 3 clusters Score -9073730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -9073741.000000 Penalty: 3684.513184
	Iteration 30Q: 3 clusters Score -9073741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -9073741.000000 Penalty: 3684.513184
	Iteration 31Q: 3 clusters Score -9073741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -9073743.000000 Penalty: 3684.513184
	Iteration 32Q: 3 clusters Score -9073743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -9073741.000000 Penalty: 3684.513184
	Iteration 33Q: 3 clusters Score -9073741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -9073746.000000 Penalty: 3684.513184
	Iteration 34Q: 3 clusters Score -9073746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -9073745.000000 Penalty: 3684.513184
	Iteration 35Q: 3 clusters Score -9073745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -9073746.000000 Penalty: 3684.513184
	Iteration 36Q: 3 clusters Score -9073746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -9073740.000000 Penalty: 3684.513184
	Iteration 37Q: 3 clusters Score -9073740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -9073740.000000 Penalty: 3684.513184
	Iteration 38Q: 3 clusters Score -9073740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -9073740.000000 Penalty: 3684.513184
	Iteration 39F: 3 clusters Score -9073740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -279430.437500 Penalty: 1281.671387
	Iteration 0F: 2 clusters Score -279430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -276865.875000 Penalty: 2563.342773
	Iteration 0F: 3 clusters Score -276865.9 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -277498.750000 Penalty: 2563.342773
	Iteration 1F: 3 clusters Score -277498.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -277618.218750 Penalty: 2563.342773
	Iteration 2F: 3 clusters Score -277618.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -277693.968750 Penalty: 2563.342773
	Iteration 3Q: 3 clusters Score -277694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -277750.093750 Penalty: 2563.342773
	Iteration 4Q: 3 clusters Score -277750.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -277793.250000 Penalty: 2563.342773
	Iteration 5Q: 3 clusters Score -277793.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -277827.687500 Penalty: 2563.342773
	Iteration 6Q: 3 clusters Score -277827.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -277858.500000 Penalty: 2563.342773
	Iteration 7Q: 3 clusters Score -277858.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -277887.000000 Penalty: 2563.342773
	Iteration 8Q: 3 clusters Score -277887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -277912.343750 Penalty: 2563.342773
	Iteration 9Q: 3 clusters Score -277912.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -277933.937500 Penalty: 2563.342773
	Iteration 10Q: 3 clusters Score -277933.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -277954.468750 Penalty: 2563.342773
	Iteration 11Q: 3 clusters Score -277954.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -277975.062500 Penalty: 2563.342773
	Iteration 12Q: 3 clusters Score -277975.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -277993.500000 Penalty: 2563.342773
	Iteration 13Q: 3 clusters Score -277993.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -278006.968750 Penalty: 2563.342773
	Iteration 14Q: 3 clusters Score -278007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -278020.843750 Penalty: 2563.342773
	Iteration 15Q: 3 clusters Score -278020.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -278034.843750 Penalty: 2563.342773
	Iteration 16Q: 3 clusters Score -278034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -278044.906250 Penalty: 2563.342773
	Iteration 17Q: 3 clusters Score -278044.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -278055.875000 Penalty: 2563.342773
	Iteration 18Q: 3 clusters Score -278055.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -278070.281250 Penalty: 2563.342773
	Iteration 19Q: 3 clusters Score -278070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -278084.656250 Penalty: 2563.342773
	Iteration 20F: 3 clusters Score -278084.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -278094.468750 Penalty: 2563.342773
	Iteration 21Q: 3 clusters Score -278094.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -278104.968750 Penalty: 2563.342773
	Iteration 22Q: 3 clusters Score -278105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -278113.093750 Penalty: 2563.342773
	Iteration 23Q: 3 clusters Score -278113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -278119.750000 Penalty: 2563.342773
	Iteration 24Q: 3 clusters Score -278119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -278126.187500 Penalty: 2563.342773
	Iteration 25Q: 3 clusters Score -278126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -278129.531250 Penalty: 2563.342773
	Iteration 26Q: 3 clusters Score -278129.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -278133.125000 Penalty: 2563.342773
	Iteration 27Q: 3 clusters Score -278133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -278135.656250 Penalty: 2563.342773
	Iteration 28Q: 3 clusters Score -278135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -278141.406250 Penalty: 2563.342773
	Iteration 29Q: 3 clusters Score -278141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -278151.031250 Penalty: 2563.342773
	Iteration 30Q: 3 clusters Score -278151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -278160.687500 Penalty: 2563.342773
	Iteration 31Q: 3 clusters Score -278160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -278165.656250 Penalty: 2563.342773
	Iteration 32Q: 3 clusters Score -278165.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -278170.468750 Penalty: 2563.342773
	Iteration 33Q: 3 clusters Score -278170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -278182.781250 Penalty: 2563.342773
	Iteration 34Q: 3 clusters Score -278182.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -278191.531250 Penalty: 2563.342773
	Iteration 35Q: 3 clusters Score -278191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -278198.468750 Penalty: 2563.342773
	Iteration 36Q: 3 clusters Score -278198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -278212.843750 Penalty: 2563.342773
	Iteration 37Q: 3 clusters Score -278212.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -278223.031250 Penalty: 2563.342773
	Iteration 38Q: 3 clusters Score -278223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -278230.250000 Penalty: 2563.342773
	Iteration 39Q: 3 clusters Score -278230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -278234.406250 Penalty: 2563.342773
	Iteration 40F: 3 clusters Score -278234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -278238.187500 Penalty: 2563.342773
	Iteration 41Q: 3 clusters Score -278238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -278241.000000 Penalty: 2563.342773
	Iteration 42Q: 3 clusters Score -278241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -278242.843750 Penalty: 2563.342773
	Iteration 43Q: 3 clusters Score -278242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -278243.437500 Penalty: 2563.342773
	Iteration 44Q: 3 clusters Score -278243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -278243.437500 Penalty: 2563.342773
	Iteration 45F: 3 clusters Score -278243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Entering Unmasked Estep 
Score: -4926240.000000 Penalty: 1740.731445
	Iteration 0F: 2 clusters Score -4926240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4896115.000000 Penalty: 3481.462891
	Iteration 0F: 3 clusters Score -4896115 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4907881.000000 Penalty: 3481.462891
	Iteration 1F: 3 clusters Score -4907881 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4908566.000000 Penalty: 3481.462891
	Iteration 2Q: 3 clusters Score -4908566 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4909436.000000 Penalty: 3481.462891
	Iteration 3Q: 3 clusters Score -4909436 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4910533.500000 Penalty: 3481.462891
	Iteration 4Q: 3 clusters Score -4910534 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4912025.500000 Penalty: 3481.462891
	Iteration 5F: 3 clusters Score -4912026 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4913762.500000 Penalty: 3481.462891
	Iteration 6F: 3 clusters Score -4913762 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4915658.000000 Penalty: 3481.462891
	Iteration 7F: 3 clusters Score -4915658 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4917594.000000 Penalty: 3481.462891
	Iteration 8F: 3 clusters Score -4917594 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4919142.000000 Penalty: 3481.462891
	Iteration 9F: 3 clusters Score -4919142 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4920097.000000 Penalty: 3481.462891
	Iteration 10Q: 3 clusters Score -4920097 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4920731.000000 Penalty: 3481.462891
	Iteration 11Q: 3 clusters Score -4920731 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4921184.000000 Penalty: 3481.462891
	Iteration 12Q: 3 clusters Score -4921184 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4921592.000000 Penalty: 3481.462891
	Iteration 13Q: 3 clusters Score -4921592 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4921893.000000 Penalty: 3481.462891
	Iteration 14Q: 3 clusters Score -4921893 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4922145.000000 Penalty: 3481.462891
	Iteration 15Q: 3 clusters Score -4922145 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4922363.500000 Penalty: 3481.462891
	Iteration 16Q: 3 clusters Score -4922364 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4922585.000000 Penalty: 3481.462891
	Iteration 17Q: 3 clusters Score -4922585 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -4922759.000000 Penalty: 3481.462891
	Iteration 18Q: 3 clusters Score -4922759 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4922917.000000 Penalty: 3481.462891
	Iteration 19Q: 3 clusters Score -4922917 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4923063.000000 Penalty: 3481.462891
	Iteration 20F: 3 clusters Score -4923063 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4923212.000000 Penalty: 3481.462891
	Iteration 21Q: 3 clusters Score -4923212 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4923335.000000 Penalty: 3481.462891
	Iteration 22Q: 3 clusters Score -4923335 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4923418.500000 Penalty: 3481.462891
	Iteration 23Q: 3 clusters Score -4923418 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4923520.000000 Penalty: 3481.462891
	Iteration 24Q: 3 clusters Score -4923520 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4923640.000000 Penalty: 3481.462891
	Iteration 25Q: 3 clusters Score -4923640 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4923771.000000 Penalty: 3481.462891
	Iteration 26Q: 3 clusters Score -4923771 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4923851.500000 Penalty: 3481.462891
	Iteration 27Q: 3 clusters Score -4923852 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4923967.500000 Penalty: 3481.462891
	Iteration 28Q: 3 clusters Score -4923968 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4924039.500000 Penalty: 3481.462891
	Iteration 29Q: 3 clusters Score -4924040 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4924121.000000 Penalty: 3481.462891
	Iteration 30Q: 3 clusters Score -4924121 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4924248.000000 Penalty: 3481.462891
	Iteration 31Q: 3 clusters Score -4924248 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -4924356.500000 Penalty: 3481.462891
	Iteration 32Q: 3 clusters Score -4924356 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -4924427.500000 Penalty: 3481.462891
	Iteration 33Q: 3 clusters Score -4924428 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4924496.000000 Penalty: 3481.462891
	Iteration 34Q: 3 clusters Score -4924496 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -4924584.000000 Penalty: 3481.462891
	Iteration 35Q: 3 clusters Score -4924584 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4924656.500000 Penalty: 3481.462891
	Iteration 36Q: 3 clusters Score -4924656 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4924735.500000 Penalty: 3481.462891
	Iteration 37Q: 3 clusters Score -4924736 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4924787.500000 Penalty: 3481.462891
	Iteration 38Q: 3 clusters Score -4924788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4924875.500000 Penalty: 3481.462891
	Iteration 39Q: 3 clusters Score -4924876 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -4924970.500000 Penalty: 3481.462891
	Iteration 40F: 3 clusters Score -4924970 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4925034.500000 Penalty: 3481.462891
	Iteration 41Q: 3 clusters Score -4925034 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -4925108.500000 Penalty: 3481.462891
	Iteration 42Q: 3 clusters Score -4925108 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4925166.000000 Penalty: 3481.462891
	Iteration 43Q: 3 clusters Score -4925166 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4925241.000000 Penalty: 3481.462891
	Iteration 44Q: 3 clusters Score -4925241 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4925311.000000 Penalty: 3481.462891
	Iteration 45Q: 3 clusters Score -4925311 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4925334.000000 Penalty: 3481.462891
	Iteration 46Q: 3 clusters Score -4925334 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4925367.500000 Penalty: 3481.462891
	Iteration 47Q: 3 clusters Score -4925368 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4925411.000000 Penalty: 3481.462891
	Iteration 48Q: 3 clusters Score -4925411 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -4925437.000000 Penalty: 3481.462891
	Iteration 49Q: 3 clusters Score -4925437 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4925469.000000 Penalty: 3481.462891
	Iteration 50Q: 3 clusters Score -4925469 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -4925500.500000 Penalty: 3481.462891
	Iteration 51Q: 3 clusters Score -4925500 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4925535.500000 Penalty: 3481.462891
	Iteration 52Q: 3 clusters Score -4925536 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4925557.500000 Penalty: 3481.462891
	Iteration 53Q: 3 clusters Score -4925558 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4925595.000000 Penalty: 3481.462891
	Iteration 54Q: 3 clusters Score -4925595 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4925609.000000 Penalty: 3481.462891
	Iteration 55Q: 3 clusters Score -4925609 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4925634.500000 Penalty: 3481.462891
	Iteration 56Q: 3 clusters Score -4925634 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4925653.000000 Penalty: 3481.462891
	Iteration 57Q: 3 clusters Score -4925653 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4925667.000000 Penalty: 3481.462891
	Iteration 58Q: 3 clusters Score -4925667 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4925708.000000 Penalty: 3481.462891
	Iteration 59Q: 3 clusters Score -4925708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4925738.000000 Penalty: 3481.462891
	Iteration 60F: 3 clusters Score -4925738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4925734.500000 Penalty: 3481.462891
	Iteration 61Q: 3 clusters Score -4925734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4925745.500000 Penalty: 3481.462891
	Iteration 62Q: 3 clusters Score -4925746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4925781.500000 Penalty: 3481.462891
	Iteration 63Q: 3 clusters Score -4925782 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4925794.000000 Penalty: 3481.462891
	Iteration 64Q: 3 clusters Score -4925794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4925826.000000 Penalty: 3481.462891
	Iteration 65Q: 3 clusters Score -4925826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4925855.500000 Penalty: 3481.462891
	Iteration 66Q: 3 clusters Score -4925856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4925867.000000 Penalty: 3481.462891
	Iteration 67Q: 3 clusters Score -4925867 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4925872.500000 Penalty: 3481.462891
	Iteration 68Q: 3 clusters Score -4925872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4925893.000000 Penalty: 3481.462891
	Iteration 69Q: 3 clusters Score -4925893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4925896.000000 Penalty: 3481.462891
	Iteration 70Q: 3 clusters Score -4925896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4925918.500000 Penalty: 3481.462891
	Iteration 71Q: 3 clusters Score -4925918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4925909.500000 Penalty: 3481.462891
	Iteration 72Q: 3 clusters Score -4925910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4925922.000000 Penalty: 3481.462891
	Iteration 73Q: 3 clusters Score -4925922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4925916.500000 Penalty: 3481.462891
	Iteration 74Q: 3 clusters Score -4925916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4925916.500000 Penalty: 3481.462891
	Iteration 75Q: 3 clusters Score -4925916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4925928.000000 Penalty: 3481.462891
	Iteration 76Q: 3 clusters Score -4925928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4925935.500000 Penalty: 3481.462891
	Iteration 77Q: 3 clusters Score -4925936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4925940.000000 Penalty: 3481.462891
	Iteration 78Q: 3 clusters Score -4925940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4925950.500000 Penalty: 3481.462891
	Iteration 79Q: 3 clusters Score -4925950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4925950.500000 Penalty: 3481.462891
	Iteration 80F: 3 clusters Score -4925950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4925949.500000 Penalty: 3481.462891
	Iteration 81Q: 3 clusters Score -4925950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4925961.500000 Penalty: 3481.462891
	Iteration 82Q: 3 clusters Score -4925962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4925950.000000 Penalty: 3481.462891
	Iteration 83Q: 3 clusters Score -4925950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4925951.000000 Penalty: 3481.462891
	Iteration 84Q: 3 clusters Score -4925951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4925954.500000 Penalty: 3481.462891
	Iteration 85Q: 3 clusters Score -4925954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4925962.000000 Penalty: 3481.462891
	Iteration 86Q: 3 clusters Score -4925962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4925962.000000 Penalty: 3481.462891
	Iteration 87Q: 3 clusters Score -4925962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4925953.500000 Penalty: 3481.462891
	Iteration 88Q: 3 clusters Score -4925954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4925969.500000 Penalty: 3481.462891
	Iteration 89Q: 3 clusters Score -4925970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4925969.000000 Penalty: 3481.462891
	Iteration 90Q: 3 clusters Score -4925969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4925972.000000 Penalty: 3481.462891
	Iteration 91Q: 3 clusters Score -4925972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4925974.500000 Penalty: 3481.462891
	Iteration 92Q: 3 clusters Score -4925974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4925980.500000 Penalty: 3481.462891
	Iteration 93Q: 3 clusters Score -4925980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4925986.500000 Penalty: 3481.462891
	Iteration 94Q: 3 clusters Score -4925986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4925991.500000 Penalty: 3481.462891
	Iteration 95Q: 3 clusters Score -4925992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4925992.500000 Penalty: 3481.462891
	Iteration 96Q: 3 clusters Score -4925992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4925991.500000 Penalty: 3481.462891
	Iteration 97Q: 3 clusters Score -4925992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4925986.500000 Penalty: 3481.462891
	Iteration 98Q: 3 clusters Score -4925986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4925985.500000 Penalty: 3481.462891
	Iteration 99Q: 3 clusters Score -4925986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4925978.500000 Penalty: 3481.462891
	Iteration 100F: 3 clusters Score -4925978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4925978.000000 Penalty: 3481.462891
	Iteration 101Q: 3 clusters Score -4925978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4925973.000000 Penalty: 3481.462891
	Iteration 102Q: 3 clusters Score -4925973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4925982.500000 Penalty: 3481.462891
	Iteration 103Q: 3 clusters Score -4925982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -4925977.500000 Penalty: 3481.462891
	Iteration 104Q: 3 clusters Score -4925978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4925983.000000 Penalty: 3481.462891
	Iteration 105Q: 3 clusters Score -4925983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4925978.500000 Penalty: 3481.462891
	Iteration 106Q: 3 clusters Score -4925978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4925982.500000 Penalty: 3481.462891
	Iteration 107Q: 3 clusters Score -4925982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4925984.500000 Penalty: 3481.462891
	Iteration 108Q: 3 clusters Score -4925984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4925988.500000 Penalty: 3481.462891
	Iteration 109Q: 3 clusters Score -4925988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4925992.000000 Penalty: 3481.462891
	Iteration 110Q: 3 clusters Score -4925992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4925996.000000 Penalty: 3481.462891
	Iteration 111Q: 3 clusters Score -4925996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4925992.000000 Penalty: 3481.462891
	Iteration 112Q: 3 clusters Score -4925992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4925985.000000 Penalty: 3481.462891
	Iteration 113Q: 3 clusters Score -4925985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -4925981.500000 Penalty: 3481.462891
	Iteration 114Q: 3 clusters Score -4925982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -4925983.500000 Penalty: 3481.462891
	Iteration 115Q: 3 clusters Score -4925984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4925982.500000 Penalty: 3481.462891
	Iteration 116Q: 3 clusters Score -4925982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4925979.000000 Penalty: 3481.462891
	Iteration 117Q: 3 clusters Score -4925979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4925983.500000 Penalty: 3481.462891
	Iteration 118Q: 3 clusters Score -4925984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4925984.000000 Penalty: 3481.462891
	Iteration 119Q: 3 clusters Score -4925984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4925982.000000 Penalty: 3481.462891
	Iteration 120F: 3 clusters Score -4925982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4925984.000000 Penalty: 3481.462891
	Iteration 121Q: 3 clusters Score -4925984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4925987.500000 Penalty: 3481.462891
	Iteration 122Q: 3 clusters Score -4925988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4925988.500000 Penalty: 3481.462891
	Iteration 123Q: 3 clusters Score -4925988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4925993.000000 Penalty: 3481.462891
	Iteration 124Q: 3 clusters Score -4925993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4925988.500000 Penalty: 3481.462891
	Iteration 125Q: 3 clusters Score -4925988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4925985.000000 Penalty: 3481.462891
	Iteration 126Q: 3 clusters Score -4925985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4925985.500000 Penalty: 3481.462891
	Iteration 127Q: 3 clusters Score -4925986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4925985.500000 Penalty: 3481.462891
	Iteration 128Q: 3 clusters Score -4925986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4925988.500000 Penalty: 3481.462891
	Iteration 129Q: 3 clusters Score -4925988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4925983.000000 Penalty: 3481.462891
	Iteration 130Q: 3 clusters Score -4925983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4925988.000000 Penalty: 3481.462891
	Iteration 131Q: 3 clusters Score -4925988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4925991.500000 Penalty: 3481.462891
	Iteration 132Q: 3 clusters Score -4925992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4925991.500000 Penalty: 3481.462891
	Iteration 133F: 3 clusters Score -4925992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Entering Unmasked Estep 
Score: -3394498.000000 Penalty: 1679.523560
	Iteration 0F: 2 clusters Score -3394498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3373765.750000 Penalty: 3359.047119
	Iteration 0F: 3 clusters Score -3373766 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3381947.500000 Penalty: 3359.047119
	Iteration 1F: 3 clusters Score -3381948 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3382578.250000 Penalty: 3359.047119
	Iteration 2Q: 3 clusters Score -3382578 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3383336.000000 Penalty: 3359.047119
	Iteration 3F: 3 clusters Score -3383336 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3384271.500000 Penalty: 3359.047119
	Iteration 4F: 3 clusters Score -3384272 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3385500.750000 Penalty: 3359.047119
	Iteration 5F: 3 clusters Score -3385501 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3386864.500000 Penalty: 3359.047119
	Iteration 6F: 3 clusters Score -3386864 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3388185.750000 Penalty: 3359.047119
	Iteration 7F: 3 clusters Score -3388186 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3389325.250000 Penalty: 3359.047119
	Iteration 8F: 3 clusters Score -3389325 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3390095.250000 Penalty: 3359.047119
	Iteration 9Q: 3 clusters Score -3390095 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3390633.500000 Penalty: 3359.047119
	Iteration 10Q: 3 clusters Score -3390634 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3391067.750000 Penalty: 3359.047119
	Iteration 11Q: 3 clusters Score -3391068 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3391449.000000 Penalty: 3359.047119
	Iteration 12Q: 3 clusters Score -3391449 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3391818.500000 Penalty: 3359.047119
	Iteration 13Q: 3 clusters Score -3391818 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3392089.750000 Penalty: 3359.047119
	Iteration 14Q: 3 clusters Score -3392090 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3392309.000000 Penalty: 3359.047119
	Iteration 15Q: 3 clusters Score -3392309 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3392463.750000 Penalty: 3359.047119
	Iteration 16Q: 3 clusters Score -3392464 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3392615.000000 Penalty: 3359.047119
	Iteration 17Q: 3 clusters Score -3392615 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3392736.250000 Penalty: 3359.047119
	Iteration 18Q: 3 clusters Score -3392736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3392835.750000 Penalty: 3359.047119
	Iteration 19Q: 3 clusters Score -3392836 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3392910.250000 Penalty: 3359.047119
	Iteration 20F: 3 clusters Score -3392910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3392963.750000 Penalty: 3359.047119
	Iteration 21Q: 3 clusters Score -3392964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3393023.000000 Penalty: 3359.047119
	Iteration 22Q: 3 clusters Score -3393023 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3393079.500000 Penalty: 3359.047119
	Iteration 23Q: 3 clusters Score -3393080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3393112.500000 Penalty: 3359.047119
	Iteration 24Q: 3 clusters Score -3393112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3393133.000000 Penalty: 3359.047119
	Iteration 25Q: 3 clusters Score -3393133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3393164.000000 Penalty: 3359.047119
	Iteration 26Q: 3 clusters Score -3393164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3393183.000000 Penalty: 3359.047119
	Iteration 27Q: 3 clusters Score -3393183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3393196.250000 Penalty: 3359.047119
	Iteration 28Q: 3 clusters Score -3393196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3393222.250000 Penalty: 3359.047119
	Iteration 29Q: 3 clusters Score -3393222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3393249.000000 Penalty: 3359.047119
	Iteration 30Q: 3 clusters Score -3393249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3393258.500000 Penalty: 3359.047119
	Iteration 31Q: 3 clusters Score -3393258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3393261.750000 Penalty: 3359.047119
	Iteration 32Q: 3 clusters Score -3393262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3393270.500000 Penalty: 3359.047119
	Iteration 33Q: 3 clusters Score -3393270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3393271.250000 Penalty: 3359.047119
	Iteration 34Q: 3 clusters Score -3393271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3393274.000000 Penalty: 3359.047119
	Iteration 35Q: 3 clusters Score -3393274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -3393274.500000 Penalty: 3359.047119
	Iteration 36Q: 3 clusters Score -3393274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3393277.000000 Penalty: 3359.047119
	Iteration 37Q: 3 clusters Score -3393277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3393288.250000 Penalty: 3359.047119
	Iteration 38Q: 3 clusters Score -3393288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3393294.500000 Penalty: 3359.047119
	Iteration 39Q: 3 clusters Score -3393294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3393299.750000 Penalty: 3359.047119
	Iteration 40F: 3 clusters Score -3393300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3393302.000000 Penalty: 3359.047119
	Iteration 41Q: 3 clusters Score -3393302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3393301.000000 Penalty: 3359.047119
	Iteration 42Q: 3 clusters Score -3393301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3393304.250000 Penalty: 3359.047119
	Iteration 43Q: 3 clusters Score -3393304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3393306.750000 Penalty: 3359.047119
	Iteration 44Q: 3 clusters Score -3393307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3393311.250000 Penalty: 3359.047119
	Iteration 45Q: 3 clusters Score -3393311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3393311.000000 Penalty: 3359.047119
	Iteration 46Q: 3 clusters Score -3393311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3393310.000000 Penalty: 3359.047119
	Iteration 47Q: 3 clusters Score -3393310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3393320.250000 Penalty: 3359.047119
	Iteration 48Q: 3 clusters Score -3393320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3393317.750000 Penalty: 3359.047119
	Iteration 49Q: 3 clusters Score -3393318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3393318.250000 Penalty: 3359.047119
	Iteration 50Q: 3 clusters Score -3393318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3393318.750000 Penalty: 3359.047119
	Iteration 51Q: 3 clusters Score -3393319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3393318.750000 Penalty: 3359.047119
	Iteration 52F: 3 clusters Score -3393319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Entering Unmasked Estep 
Score: -13415161.000000 Penalty: 1903.463135
	Iteration 0F: 2 clusters Score -1.341516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -13333356.000000 Penalty: 3806.926270
	Iteration 0F: 3 clusters Score -1.333336e+07 nChanged 58543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -13367793.000000 Penalty: 3806.926270
	Iteration 1F: 3 clusters Score -1.336779e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -13368924.000000 Penalty: 3806.926270
	Iteration 2Q: 3 clusters Score -1.336892e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -13370159.000000 Penalty: 3806.926270
	Iteration 3Q: 3 clusters Score -1.337016e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -13372382.000000 Penalty: 3806.926270
	Iteration 4Q: 3 clusters Score -1.337238e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -13375221.000000 Penalty: 3806.926270
	Iteration 5F: 3 clusters Score -1.337522e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -13379246.000000 Penalty: 3806.926270
	Iteration 6F: 3 clusters Score -1.337925e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -13384401.000000 Penalty: 3806.926270
	Iteration 7F: 3 clusters Score -1.33844e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -13389998.000000 Penalty: 3806.926270
	Iteration 8F: 3 clusters Score -1.339e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -13394361.000000 Penalty: 3806.926270
	Iteration 9F: 3 clusters Score -1.339436e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -13397288.000000 Penalty: 3806.926270
	Iteration 10Q: 3 clusters Score -1.339729e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -13399057.000000 Penalty: 3806.926270
	Iteration 11Q: 3 clusters Score -1.339906e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -13400214.000000 Penalty: 3806.926270
	Iteration 12Q: 3 clusters Score -1.340021e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -13401153.000000 Penalty: 3806.926270
	Iteration 13Q: 3 clusters Score -1.340115e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 94379 members 
Entering Unmasked Estep 
Score: -13402224.000000 Penalty: 3806.926270
	Iteration 14Q: 3 clusters Score -1.340222e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -13403480.000000 Penalty: 3806.926270
	Iteration 15Q: 3 clusters Score -1.340348e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -13404831.000000 Penalty: 3806.926270
	Iteration 16Q: 3 clusters Score -1.340483e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -13406384.000000 Penalty: 3806.926270
	Iteration 17Q: 3 clusters Score -1.340638e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -13407954.000000 Penalty: 3806.926270
	Iteration 18Q: 3 clusters Score -1.340795e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -13409414.000000 Penalty: 3806.926270
	Iteration 19Q: 3 clusters Score -1.340941e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -13410499.000000 Penalty: 3806.926270
	Iteration 20F: 3 clusters Score -1.34105e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -13411191.000000 Penalty: 3806.926270
	Iteration 21Q: 3 clusters Score -1.341119e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -13411685.000000 Penalty: 3806.926270
	Iteration 22Q: 3 clusters Score -1.341168e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -13412037.000000 Penalty: 3806.926270
	Iteration 23Q: 3 clusters Score -1.341204e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -13412340.000000 Penalty: 3806.926270
	Iteration 24Q: 3 clusters Score -1.341234e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -13412503.000000 Penalty: 3806.926270
	Iteration 25Q: 3 clusters Score -1.34125e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -13412713.000000 Penalty: 3806.926270
	Iteration 26Q: 3 clusters Score -1.341271e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -13412838.000000 Penalty: 3806.926270
	Iteration 27Q: 3 clusters Score -1.341284e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -13412949.000000 Penalty: 3806.926270
	Iteration 28Q: 3 clusters Score -1.341295e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -13413029.000000 Penalty: 3806.926270
	Iteration 29Q: 3 clusters Score -1.341303e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -13413139.000000 Penalty: 3806.926270
	Iteration 30Q: 3 clusters Score -1.341314e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -13413199.000000 Penalty: 3806.926270
	Iteration 31Q: 3 clusters Score -1.34132e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -13413321.000000 Penalty: 3806.926270
	Iteration 32Q: 3 clusters Score -1.341332e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -13413364.000000 Penalty: 3806.926270
	Iteration 33Q: 3 clusters Score -1.341336e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -13413413.000000 Penalty: 3806.926270
	Iteration 34Q: 3 clusters Score -1.341341e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -13413459.000000 Penalty: 3806.926270
	Iteration 35Q: 3 clusters Score -1.341346e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -13413515.000000 Penalty: 3806.926270
	Iteration 36Q: 3 clusters Score -1.341352e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 116066 members 
Entering Unmasked Estep 
Score: -13413561.000000 Penalty: 3806.926270
	Iteration 37Q: 3 clusters Score -1.341356e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -13413623.000000 Penalty: 3806.926270
	Iteration 38Q: 3 clusters Score -1.341362e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -13413636.000000 Penalty: 3806.926270
	Iteration 39Q: 3 clusters Score -1.341364e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -13413727.000000 Penalty: 3806.926270
	Iteration 40F: 3 clusters Score -1.341373e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -13413774.000000 Penalty: 3806.926270
	Iteration 41Q: 3 clusters Score -1.341377e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 117035 members 
Entering Unmasked Estep 
Score: -13413816.000000 Penalty: 3806.926270
	Iteration 42Q: 3 clusters Score -1.341382e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -13413841.000000 Penalty: 3806.926270
	Iteration 43Q: 3 clusters Score -1.341384e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 117297 members 
Entering Unmasked Estep 
Score: -13413878.000000 Penalty: 3806.926270
	Iteration 44Q: 3 clusters Score -1.341388e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -13413856.000000 Penalty: 3806.926270
	Iteration 45Q: 3 clusters Score -1.341386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -13413898.000000 Penalty: 3806.926270
	Iteration 46Q: 3 clusters Score -1.34139e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -13413916.000000 Penalty: 3806.926270
	Iteration 47Q: 3 clusters Score -1.341392e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -13413942.000000 Penalty: 3806.926270
	Iteration 48Q: 3 clusters Score -1.341394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -13413958.000000 Penalty: 3806.926270
	Iteration 49Q: 3 clusters Score -1.341396e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -13413965.000000 Penalty: 3806.926270
	Iteration 50Q: 3 clusters Score -1.341396e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -13413973.000000 Penalty: 3806.926270
	Iteration 51Q: 3 clusters Score -1.341397e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -13413967.000000 Penalty: 3806.926270
	Iteration 52Q: 3 clusters Score -1.341397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -13413992.000000 Penalty: 3806.926270
	Iteration 53Q: 3 clusters Score -1.341399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -13413988.000000 Penalty: 3806.926270
	Iteration 54Q: 3 clusters Score -1.341399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -13414016.000000 Penalty: 3806.926270
	Iteration 55Q: 3 clusters Score -1.341402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 118114 members 
Entering Unmasked Estep 
Score: -13414029.000000 Penalty: 3806.926270
	Iteration 56Q: 3 clusters Score -1.341403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -13414034.000000 Penalty: 3806.926270
	Iteration 57Q: 3 clusters Score -1.341403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -13414030.000000 Penalty: 3806.926270
	Iteration 58Q: 3 clusters Score -1.341403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -13414022.000000 Penalty: 3806.926270
	Iteration 59Q: 3 clusters Score -1.341402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -13414021.000000 Penalty: 3806.926270
	Iteration 60F: 3 clusters Score -1.341402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 118241 members 
Entering Unmasked Estep 
Score: -13414035.000000 Penalty: 3806.926270
	Iteration 61Q: 3 clusters Score -1.341404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -13414032.000000 Penalty: 3806.926270
	Iteration 62Q: 3 clusters Score -1.341403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -13414015.000000 Penalty: 3806.926270
	Iteration 63Q: 3 clusters Score -1.341402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -13414014.000000 Penalty: 3806.926270
	Iteration 64Q: 3 clusters Score -1.341401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -13414000.000000 Penalty: 3806.926270
	Iteration 65Q: 3 clusters Score -1.3414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -13413986.000000 Penalty: 3806.926270
	Iteration 66Q: 3 clusters Score -1.341399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -13413993.000000 Penalty: 3806.926270
	Iteration 67Q: 3 clusters Score -1.341399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -13413998.000000 Penalty: 3806.926270
	Iteration 68Q: 3 clusters Score -1.3414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -13414015.000000 Penalty: 3806.926270
	Iteration 69Q: 3 clusters Score -1.341402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -13414022.000000 Penalty: 3806.926270
	Iteration 70Q: 3 clusters Score -1.341402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -13414038.000000 Penalty: 3806.926270
	Iteration 71Q: 3 clusters Score -1.341404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -13414034.000000 Penalty: 3806.926270
	Iteration 72Q: 3 clusters Score -1.341403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -13414025.000000 Penalty: 3806.926270
	Iteration 73Q: 3 clusters Score -1.341402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -13414035.000000 Penalty: 3806.926270
	Iteration 74Q: 3 clusters Score -1.341404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -13414035.000000 Penalty: 3806.926270
	Iteration 75Q: 3 clusters Score -1.341404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -13414038.000000 Penalty: 3806.926270
	Iteration 76Q: 3 clusters Score -1.341404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 118577 members 
Entering Unmasked Estep 
Score: -13414036.000000 Penalty: 3806.926270
	Iteration 77Q: 3 clusters Score -1.341404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -13414028.000000 Penalty: 3806.926270
	Iteration 78Q: 3 clusters Score -1.341403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 118611 members 
Entering Unmasked Estep 
Score: -13414039.000000 Penalty: 3806.926270
	Iteration 79Q: 3 clusters Score -1.341404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -13414018.000000 Penalty: 3806.926270
	Iteration 80F: 3 clusters Score -1.341402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -13414011.000000 Penalty: 3806.926270
	Iteration 81Q: 3 clusters Score -1.341401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -13414019.000000 Penalty: 3806.926270
	Iteration 82Q: 3 clusters Score -1.341402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -13414023.000000 Penalty: 3806.926270
	Iteration 83Q: 3 clusters Score -1.341402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -13414036.000000 Penalty: 3806.926270
	Iteration 84Q: 3 clusters Score -1.341404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -13414031.000000 Penalty: 3806.926270
	Iteration 85Q: 3 clusters Score -1.341403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -13414044.000000 Penalty: 3806.926270
	Iteration 86Q: 3 clusters Score -1.341404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -13414035.000000 Penalty: 3806.926270
	Iteration 87Q: 3 clusters Score -1.341404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -13414038.000000 Penalty: 3806.926270
	Iteration 88Q: 3 clusters Score -1.341404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -13414067.000000 Penalty: 3806.926270
	Iteration 89Q: 3 clusters Score -1.341407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -13414047.000000 Penalty: 3806.926270
	Iteration 90Q: 3 clusters Score -1.341405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 118812 members 
Entering Unmasked Estep 
Score: -13414057.000000 Penalty: 3806.926270
	Iteration 91Q: 3 clusters Score -1.341406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -13414057.000000 Penalty: 3806.926270
	Iteration 92Q: 3 clusters Score -1.341406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 118822 members 
Entering Unmasked Estep 
Score: -13414060.000000 Penalty: 3806.926270
	Iteration 93Q: 3 clusters Score -1.341406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 118827 members 
Entering Unmasked Estep 
Score: -13414062.000000 Penalty: 3806.926270
	Iteration 94Q: 3 clusters Score -1.341406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 118834 members 
Entering Unmasked Estep 
Score: -13414073.000000 Penalty: 3806.926270
	Iteration 95Q: 3 clusters Score -1.341407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 118840 members 
Entering Unmasked Estep 
Score: -13414057.000000 Penalty: 3806.926270
	Iteration 96Q: 3 clusters Score -1.341406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -13414066.000000 Penalty: 3806.926270
	Iteration 97Q: 3 clusters Score -1.341407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -13414065.000000 Penalty: 3806.926270
	Iteration 98Q: 3 clusters Score -1.341406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -13414055.000000 Penalty: 3806.926270
	Iteration 99Q: 3 clusters Score -1.341406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 118863 members 
Entering Unmasked Estep 
Score: -13414058.000000 Penalty: 3806.926270
	Iteration 100F: 3 clusters Score -1.341406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -13414067.000000 Penalty: 3806.926270
	Iteration 101Q: 3 clusters Score -1.341407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 118887 members 
Entering Unmasked Estep 
Score: -13414063.000000 Penalty: 3806.926270
	Iteration 102Q: 3 clusters Score -1.341406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -13414061.000000 Penalty: 3806.926270
	Iteration 103Q: 3 clusters Score -1.341406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 118930 members 
Entering Unmasked Estep 
Score: -13414070.000000 Penalty: 3806.926270
	Iteration 104Q: 3 clusters Score -1.341407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -13414056.000000 Penalty: 3806.926270
	Iteration 105Q: 3 clusters Score -1.341406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 118999 members 
Entering Unmasked Estep 
Score: -13414064.000000 Penalty: 3806.926270
	Iteration 106Q: 3 clusters Score -1.341406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 119033 members 
Entering Unmasked Estep 
Score: -13414074.000000 Penalty: 3806.926270
	Iteration 107Q: 3 clusters Score -1.341407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -13414070.000000 Penalty: 3806.926270
	Iteration 108Q: 3 clusters Score -1.341407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -13414075.000000 Penalty: 3806.926270
	Iteration 109Q: 3 clusters Score -1.341408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 119118 members 
Entering Unmasked Estep 
Score: -13414081.000000 Penalty: 3806.926270
	Iteration 110Q: 3 clusters Score -1.341408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 119138 members 
Entering Unmasked Estep 
Score: -13414074.000000 Penalty: 3806.926270
	Iteration 111Q: 3 clusters Score -1.341407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -13414072.000000 Penalty: 3806.926270
	Iteration 112Q: 3 clusters Score -1.341407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 119188 members 
Entering Unmasked Estep 
Score: -13414056.000000 Penalty: 3806.926270
	Iteration 113Q: 3 clusters Score -1.341406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -13414061.000000 Penalty: 3806.926270
	Iteration 114Q: 3 clusters Score -1.341406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -13414064.000000 Penalty: 3806.926270
	Iteration 115Q: 3 clusters Score -1.341406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 119240 members 
Entering Unmasked Estep 
Score: -13414077.000000 Penalty: 3806.926270
	Iteration 116Q: 3 clusters Score -1.341408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 119263 members 
Entering Unmasked Estep 
Score: -13414077.000000 Penalty: 3806.926270
	Iteration 117Q: 3 clusters Score -1.341408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 119287 members 
Entering Unmasked Estep 
Score: -13414067.000000 Penalty: 3806.926270
	Iteration 118Q: 3 clusters Score -1.341407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 119323 members 
Entering Unmasked Estep 
Score: -13414082.000000 Penalty: 3806.926270
	Iteration 119Q: 3 clusters Score -1.341408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -13414087.000000 Penalty: 3806.926270
	Iteration 120F: 3 clusters Score -1.341409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -13414093.000000 Penalty: 3806.926270
	Iteration 121Q: 3 clusters Score -1.341409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -13414089.000000 Penalty: 3806.926270
	Iteration 122Q: 3 clusters Score -1.341409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -13414098.000000 Penalty: 3806.926270
	Iteration 123Q: 3 clusters Score -1.34141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 119441 members 
Entering Unmasked Estep 
Score: -13414094.000000 Penalty: 3806.926270
	Iteration 124Q: 3 clusters Score -1.341409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -13414080.000000 Penalty: 3806.926270
	Iteration 125Q: 3 clusters Score -1.341408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -13414069.000000 Penalty: 3806.926270
	Iteration 126Q: 3 clusters Score -1.341407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -13414066.000000 Penalty: 3806.926270
	Iteration 127Q: 3 clusters Score -1.341407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -13414069.000000 Penalty: 3806.926270
	Iteration 128Q: 3 clusters Score -1.341407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
Score: -13414079.000000 Penalty: 3806.926270
	Iteration 129Q: 3 clusters Score -1.341408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -13414077.000000 Penalty: 3806.926270
	Iteration 130Q: 3 clusters Score -1.341408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -13414086.000000 Penalty: 3806.926270
	Iteration 131Q: 3 clusters Score -1.341409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -13414077.000000 Penalty: 3806.926270
	Iteration 132Q: 3 clusters Score -1.341408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 119582 members 
Entering Unmasked Estep 
Score: -13414075.000000 Penalty: 3806.926270
	Iteration 133Q: 3 clusters Score -1.341408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -13414103.000000 Penalty: 3806.926270
	Iteration 134Q: 3 clusters Score -1.34141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -13414112.000000 Penalty: 3806.926270
	Iteration 135Q: 3 clusters Score -1.341411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -13414104.000000 Penalty: 3806.926270
	Iteration 136Q: 3 clusters Score -1.34141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 119625 members 
Entering Unmasked Estep 
Score: -13414090.000000 Penalty: 3806.926270
	Iteration 137Q: 3 clusters Score -1.341409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 119632 members 
Entering Unmasked Estep 
Score: -13414095.000000 Penalty: 3806.926270
	Iteration 138Q: 3 clusters Score -1.34141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 119641 members 
Entering Unmasked Estep 
Score: -13414090.000000 Penalty: 3806.926270
	Iteration 139Q: 3 clusters Score -1.341409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 119649 members 
Entering Unmasked Estep 
Score: -13414089.000000 Penalty: 3806.926270
	Iteration 140F: 3 clusters Score -1.341409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 119654 members 
Entering Unmasked Estep 
Score: -13414086.000000 Penalty: 3806.926270
	Iteration 141Q: 3 clusters Score -1.341409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -13414096.000000 Penalty: 3806.926270
	Iteration 142Q: 3 clusters Score -1.34141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -13414084.000000 Penalty: 3806.926270
	Iteration 143Q: 3 clusters Score -1.341408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -13414092.000000 Penalty: 3806.926270
	Iteration 144Q: 3 clusters Score -1.341409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 119679 members 
Entering Unmasked Estep 
Score: -13414097.000000 Penalty: 3806.926270
	Iteration 145Q: 3 clusters Score -1.34141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -13414087.000000 Penalty: 3806.926270
	Iteration 146Q: 3 clusters Score -1.341409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -13414112.000000 Penalty: 3806.926270
	Iteration 147Q: 3 clusters Score -1.341411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -13414122.000000 Penalty: 3806.926270
	Iteration 148Q: 3 clusters Score -1.341412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -13414119.000000 Penalty: 3806.926270
	Iteration 149Q: 3 clusters Score -1.341412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -13414127.000000 Penalty: 3806.926270
	Iteration 150Q: 3 clusters Score -1.341413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -13414124.000000 Penalty: 3806.926270
	Iteration 151Q: 3 clusters Score -1.341412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -13414138.000000 Penalty: 3806.926270
	Iteration 152Q: 3 clusters Score -1.341414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -13414140.000000 Penalty: 3806.926270
	Iteration 153Q: 3 clusters Score -1.341414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -13414140.000000 Penalty: 3806.926270
	Iteration 154F: 3 clusters Score -1.341414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -393001.718750 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -393001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -389925.218750 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -389925.2 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -390666.375000 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -390666.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -390991.812500 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -390991.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -391525.593750 Penalty: 2659.059326
	Iteration 3F: 3 clusters Score -391525.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -391889.375000 Penalty: 2659.059326
	Iteration 4F: 3 clusters Score -391889.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -392190.812500 Penalty: 2659.059326
	Iteration 5F: 3 clusters Score -392190.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -392453.406250 Penalty: 2659.059326
	Iteration 6F: 3 clusters Score -392453.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -392658.843750 Penalty: 2659.059326
	Iteration 7F: 3 clusters Score -392658.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -392795.937500 Penalty: 2659.059326
	Iteration 8Q: 3 clusters Score -392795.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -392888.281250 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -392888.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -392931.843750 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -392931.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -392953.875000 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -392953.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -392972.906250 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -392972.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -392983.375000 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -392983.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -392992.156250 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -392992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -392998.593750 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -392998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -393004.906250 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -393004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -393007.343750 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -393007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -393009.625000 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -393009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -393009.625000 Penalty: 2659.059326
	Iteration 19F: 3 clusters Score -393009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 304 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59503 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162187 members 
Mstep: Class 13 contains 133938 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83865 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44900 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122225 members 
Mstep: Class 23 contains 3271 members 
Entering Unmasked Estep 
Score: -98873760.000000 Penalty: 44658.785156
Splitting cluster 23 changes total score from -98874736.000000 to -98873760.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59503 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162187 members 
Mstep: Class 13 contains 133938 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83865 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44900 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122225 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874728.000000 Penalty: 42425.843750
Iteration 279Q: 20 clusters Score -9.887473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59503 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 133938 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83865 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44900 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122225 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874728.000000 Penalty: 42425.843750
Iteration 280F: 20 clusters Score -9.887473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59505 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 133938 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83864 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44899 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122226 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 281Q: 20 clusters Score -9.887472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59506 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 133937 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83864 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44898 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122227 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 282Q: 20 clusters Score -9.887472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59506 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 133937 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83864 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44898 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122227 members 
Mstep: Class 23 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98874720.000000 Penalty: 42425.843750
Iteration 283F: 20 clusters Score -9.887472e+07 nChanged 0
Entering ConstructFrom: 
Score: -98874720.000000 Penalty: 42425.843750
Entering ConstructFrom: 
Trying to split cluster 1 (75023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Entering Unmasked Estep 
Score: -8247056.000000 Penalty: 1824.151855
	Iteration 0F: 2 clusters Score -8247056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -8196796.000000 Penalty: 3648.303711
	Iteration 0F: 3 clusters Score -8196796 nChanged 35498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -8217232.500000 Penalty: 3648.303711
	Iteration 1F: 3 clusters Score -8217232 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -8218117.000000 Penalty: 3648.303711
	Iteration 2Q: 3 clusters Score -8218117 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -8219448.500000 Penalty: 3648.303711
	Iteration 3Q: 3 clusters Score -8219448 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8221430.000000 Penalty: 3648.303711
	Iteration 4Q: 3 clusters Score -8221430 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -8224166.500000 Penalty: 3648.303711
	Iteration 5F: 3 clusters Score -8224166 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -8227900.000000 Penalty: 3648.303711
	Iteration 6F: 3 clusters Score -8227900 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -8232211.000000 Penalty: 3648.303711
	Iteration 7F: 3 clusters Score -8232211 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -8236281.500000 Penalty: 3648.303711
	Iteration 8F: 3 clusters Score -8236282 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8239725.500000 Penalty: 3648.303711
	Iteration 9F: 3 clusters Score -8239726 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -8242081.500000 Penalty: 3648.303711
	Iteration 10Q: 3 clusters Score -8242082 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8243547.500000 Penalty: 3648.303711
	Iteration 11Q: 3 clusters Score -8243548 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8244335.500000 Penalty: 3648.303711
	Iteration 12Q: 3 clusters Score -8244336 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8244763.000000 Penalty: 3648.303711
	Iteration 13Q: 3 clusters Score -8244763 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8245036.500000 Penalty: 3648.303711
	Iteration 14Q: 3 clusters Score -8245036 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8245149.500000 Penalty: 3648.303711
	Iteration 15Q: 3 clusters Score -8245150 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8245260.500000 Penalty: 3648.303711
	Iteration 16Q: 3 clusters Score -8245260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8245308.000000 Penalty: 3648.303711
	Iteration 17Q: 3 clusters Score -8245308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8245348.500000 Penalty: 3648.303711
	Iteration 18Q: 3 clusters Score -8245348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8245380.500000 Penalty: 3648.303711
	Iteration 19Q: 3 clusters Score -8245380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8245401.500000 Penalty: 3648.303711
	Iteration 20F: 3 clusters Score -8245402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8245421.500000 Penalty: 3648.303711
	Iteration 21Q: 3 clusters Score -8245422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8245441.000000 Penalty: 3648.303711
	Iteration 22Q: 3 clusters Score -8245441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8245440.000000 Penalty: 3648.303711
	Iteration 23Q: 3 clusters Score -8245440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8245445.500000 Penalty: 3648.303711
	Iteration 24Q: 3 clusters Score -8245446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8245458.000000 Penalty: 3648.303711
	Iteration 25Q: 3 clusters Score -8245458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8245466.000000 Penalty: 3648.303711
	Iteration 26Q: 3 clusters Score -8245466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8245479.500000 Penalty: 3648.303711
	Iteration 27Q: 3 clusters Score -8245480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8245481.000000 Penalty: 3648.303711
	Iteration 28Q: 3 clusters Score -8245481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8245487.000000 Penalty: 3648.303711
	Iteration 29Q: 3 clusters Score -8245487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8245494.000000 Penalty: 3648.303711
	Iteration 30Q: 3 clusters Score -8245494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8245503.500000 Penalty: 3648.303711
	Iteration 31Q: 3 clusters Score -8245504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8245506.500000 Penalty: 3648.303711
	Iteration 32Q: 3 clusters Score -8245506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8245504.500000 Penalty: 3648.303711
	Iteration 33Q: 3 clusters Score -8245504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8245503.500000 Penalty: 3648.303711
	Iteration 34Q: 3 clusters Score -8245504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8245503.500000 Penalty: 3648.303711
	Iteration 35F: 3 clusters Score -8245504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -376155.093750 Penalty: 1335.728027
	Iteration 0F: 2 clusters Score -376155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372999.250000 Penalty: 2671.456055
	Iteration 0F: 3 clusters Score -372999.2 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -373761.218750 Penalty: 2671.456055
	Iteration 1F: 3 clusters Score -373761.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -373928.687500 Penalty: 2671.456055
	Iteration 2F: 3 clusters Score -373928.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374049.062500 Penalty: 2671.456055
	Iteration 3F: 3 clusters Score -374049.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -374134.343750 Penalty: 2671.456055
	Iteration 4Q: 3 clusters Score -374134.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -374215.750000 Penalty: 2671.456055
	Iteration 5Q: 3 clusters Score -374215.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374290.062500 Penalty: 2671.456055
	Iteration 6Q: 3 clusters Score -374290.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -374370.375000 Penalty: 2671.456055
	Iteration 7Q: 3 clusters Score -374370.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -374453.625000 Penalty: 2671.456055
	Iteration 8Q: 3 clusters Score -374453.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -374547.187500 Penalty: 2671.456055
	Iteration 9Q: 3 clusters Score -374547.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -374649.437500 Penalty: 2671.456055
	Iteration 10Q: 3 clusters Score -374649.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -374752.906250 Penalty: 2671.456055
	Iteration 11Q: 3 clusters Score -374752.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -374849.843750 Penalty: 2671.456055
	Iteration 12Q: 3 clusters Score -374849.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -374896.843750 Penalty: 2671.456055
	Iteration 13Q: 3 clusters Score -374896.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -374931.906250 Penalty: 2671.456055
	Iteration 14Q: 3 clusters Score -374931.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -374958.406250 Penalty: 2671.456055
	Iteration 15Q: 3 clusters Score -374958.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -374986.343750 Penalty: 2671.456055
	Iteration 16Q: 3 clusters Score -374986.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -375010.593750 Penalty: 2671.456055
	Iteration 17Q: 3 clusters Score -375010.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -375036.718750 Penalty: 2671.456055
	Iteration 18Q: 3 clusters Score -375036.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -375055.468750 Penalty: 2671.456055
	Iteration 19Q: 3 clusters Score -375055.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -375077.781250 Penalty: 2671.456055
	Iteration 20F: 3 clusters Score -375077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -375092.125000 Penalty: 2671.456055
	Iteration 21Q: 3 clusters Score -375092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -375098.437500 Penalty: 2671.456055
	Iteration 22Q: 3 clusters Score -375098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -375101.843750 Penalty: 2671.456055
	Iteration 23Q: 3 clusters Score -375101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -375104.781250 Penalty: 2671.456055
	Iteration 24Q: 3 clusters Score -375104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -375106.968750 Penalty: 2671.456055
	Iteration 25Q: 3 clusters Score -375107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -375109.625000 Penalty: 2671.456055
	Iteration 26Q: 3 clusters Score -375109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -375111.968750 Penalty: 2671.456055
	Iteration 27Q: 3 clusters Score -375112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -375115.562500 Penalty: 2671.456055
	Iteration 28Q: 3 clusters Score -375115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -375116.625000 Penalty: 2671.456055
	Iteration 29Q: 3 clusters Score -375116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -375117.343750 Penalty: 2671.456055
	Iteration 30Q: 3 clusters Score -375117.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -375121.968750 Penalty: 2671.456055
	Iteration 31Q: 3 clusters Score -375122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -375124.843750 Penalty: 2671.456055
	Iteration 32Q: 3 clusters Score -375124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -375131.875000 Penalty: 2671.456055
	Iteration 33Q: 3 clusters Score -375131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -375135.500000 Penalty: 2671.456055
	Iteration 34Q: 3 clusters Score -375135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -375136.937500 Penalty: 2671.456055
	Iteration 35Q: 3 clusters Score -375136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -375140.312500 Penalty: 2671.456055
	Iteration 36Q: 3 clusters Score -375140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -375145.937500 Penalty: 2671.456055
	Iteration 37Q: 3 clusters Score -375145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -375149.312500 Penalty: 2671.456055
	Iteration 38Q: 3 clusters Score -375149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -375151.812500 Penalty: 2671.456055
	Iteration 39Q: 3 clusters Score -375151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -375155.875000 Penalty: 2671.456055
	Iteration 40F: 3 clusters Score -375155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -375160.937500 Penalty: 2671.456055
	Iteration 41Q: 3 clusters Score -375160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -375167.718750 Penalty: 2671.456055
	Iteration 42Q: 3 clusters Score -375167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -375170.000000 Penalty: 2671.456055
	Iteration 43Q: 3 clusters Score -375170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -375170.937500 Penalty: 2671.456055
	Iteration 44Q: 3 clusters Score -375170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -375172.281250 Penalty: 2671.456055
	Iteration 45Q: 3 clusters Score -375172.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -375172.218750 Penalty: 2671.456055
	Iteration 46Q: 3 clusters Score -375172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -375172.218750 Penalty: 2671.456055
	Iteration 47F: 3 clusters Score -375172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Entering Unmasked Estep 
Score: -5756546.500000 Penalty: 1773.077271
	Iteration 0F: 2 clusters Score -5756546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5720132.000000 Penalty: 3546.154541
	Iteration 0F: 3 clusters Score -5720132 nChanged 25548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5734591.500000 Penalty: 3546.154541
	Iteration 1F: 3 clusters Score -5734592 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5735438.000000 Penalty: 3546.154541
	Iteration 2Q: 3 clusters Score -5735438 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -5736589.000000 Penalty: 3546.154541
	Iteration 3Q: 3 clusters Score -5736589 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -5738330.000000 Penalty: 3546.154541
	Iteration 4F: 3 clusters Score -5738330 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -5741029.000000 Penalty: 3546.154541
	Iteration 5F: 3 clusters Score -5741029 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5744748.000000 Penalty: 3546.154541
	Iteration 6F: 3 clusters Score -5744748 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -5749020.500000 Penalty: 3546.154541
	Iteration 7F: 3 clusters Score -5749020 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -5752437.000000 Penalty: 3546.154541
	Iteration 8F: 3 clusters Score -5752437 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -5754144.000000 Penalty: 3546.154541
	Iteration 9Q: 3 clusters Score -5754144 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -5754730.000000 Penalty: 3546.154541
	Iteration 10Q: 3 clusters Score -5754730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -5754923.000000 Penalty: 3546.154541
	Iteration 11Q: 3 clusters Score -5754923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -5754961.000000 Penalty: 3546.154541
	Iteration 12Q: 3 clusters Score -5754961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -5754972.500000 Penalty: 3546.154541
	Iteration 13Q: 3 clusters Score -5754972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -5754990.500000 Penalty: 3546.154541
	Iteration 14Q: 3 clusters Score -5754990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -5754999.500000 Penalty: 3546.154541
	Iteration 15Q: 3 clusters Score -5755000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -5755001.000000 Penalty: 3546.154541
	Iteration 16Q: 3 clusters Score -5755001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -5755001.000000 Penalty: 3546.154541
	Iteration 17F: 3 clusters Score -5755001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -115488.890625 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -115488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113991.835938 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -113991.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114261.156250 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -114261.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -114322.648438 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -114322.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114354.859375 Penalty: 2263.036865
	Iteration 3Q: 3 clusters Score -114354.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114378.265625 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -114378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114393.171875 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -114393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114399.789062 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -114399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114404.953125 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -114405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114411.796875 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -114411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114417.023438 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -114417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114422.164062 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -114422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114424.671875 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -114424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114425.656250 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -114425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114425.656250 Penalty: 2263.036865
	Iteration 13F: 3 clusters Score -114425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -245838.609375 Penalty: 1254.069580
	Iteration 0F: 2 clusters Score -245838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -243575.125000 Penalty: 2508.139160
	Iteration 0F: 3 clusters Score -243575.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -244041.109375 Penalty: 2508.139160
	Iteration 1F: 3 clusters Score -244041.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244131.062500 Penalty: 2508.139160
	Iteration 2F: 3 clusters Score -244131.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -244173.703125 Penalty: 2508.139160
	Iteration 3Q: 3 clusters Score -244173.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244206.781250 Penalty: 2508.139160
	Iteration 4Q: 3 clusters Score -244206.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -244238.625000 Penalty: 2508.139160
	Iteration 5Q: 3 clusters Score -244238.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244268.562500 Penalty: 2508.139160
	Iteration 6Q: 3 clusters Score -244268.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -244292.500000 Penalty: 2508.139160
	Iteration 7Q: 3 clusters Score -244292.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -244308.843750 Penalty: 2508.139160
	Iteration 8Q: 3 clusters Score -244308.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244321.578125 Penalty: 2508.139160
	Iteration 9Q: 3 clusters Score -244321.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -244337.359375 Penalty: 2508.139160
	Iteration 10Q: 3 clusters Score -244337.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244351.250000 Penalty: 2508.139160
	Iteration 11Q: 3 clusters Score -244351.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -244366.250000 Penalty: 2508.139160
	Iteration 12Q: 3 clusters Score -244366.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244376.531250 Penalty: 2508.139160
	Iteration 13Q: 3 clusters Score -244376.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -244385.390625 Penalty: 2508.139160
	Iteration 14Q: 3 clusters Score -244385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -244394.875000 Penalty: 2508.139160
	Iteration 15Q: 3 clusters Score -244394.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -244404.281250 Penalty: 2508.139160
	Iteration 16Q: 3 clusters Score -244404.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244414.953125 Penalty: 2508.139160
	Iteration 17Q: 3 clusters Score -244415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -244425.734375 Penalty: 2508.139160
	Iteration 18Q: 3 clusters Score -244425.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -244433.765625 Penalty: 2508.139160
	Iteration 19Q: 3 clusters Score -244433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244441.546875 Penalty: 2508.139160
	Iteration 20F: 3 clusters Score -244441.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -244447.906250 Penalty: 2508.139160
	Iteration 21Q: 3 clusters Score -244447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -244453.593750 Penalty: 2508.139160
	Iteration 22Q: 3 clusters Score -244453.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -244458.406250 Penalty: 2508.139160
	Iteration 23Q: 3 clusters Score -244458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244461.218750 Penalty: 2508.139160
	Iteration 24Q: 3 clusters Score -244461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244462.187500 Penalty: 2508.139160
	Iteration 25Q: 3 clusters Score -244462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -244463.390625 Penalty: 2508.139160
	Iteration 26Q: 3 clusters Score -244463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244463.796875 Penalty: 2508.139160
	Iteration 27Q: 3 clusters Score -244463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244463.796875 Penalty: 2508.139160
	Iteration 28F: 3 clusters Score -244463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Entering Unmasked Estep 
Score: -6541205.000000 Penalty: 1786.497803
	Iteration 0F: 2 clusters Score -6541205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -6501447.500000 Penalty: 3572.995605
	Iteration 0F: 3 clusters Score -6501448 nChanged 27935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -6517401.000000 Penalty: 3572.995605
	Iteration 1F: 3 clusters Score -6517401 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -6517977.000000 Penalty: 3572.995605
	Iteration 2Q: 3 clusters Score -6517977 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -6518448.500000 Penalty: 3572.995605
	Iteration 3Q: 3 clusters Score -6518448 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6518980.000000 Penalty: 3572.995605
	Iteration 4Q: 3 clusters Score -6518980 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -6519593.500000 Penalty: 3572.995605
	Iteration 5Q: 3 clusters Score -6519594 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -6520394.500000 Penalty: 3572.995605
	Iteration 6Q: 3 clusters Score -6520394 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -6521569.500000 Penalty: 3572.995605
	Iteration 7Q: 3 clusters Score -6521570 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -6523351.500000 Penalty: 3572.995605
	Iteration 8Q: 3 clusters Score -6523352 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -6525682.000000 Penalty: 3572.995605
	Iteration 9F: 3 clusters Score -6525682 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6528176.000000 Penalty: 3572.995605
	Iteration 10F: 3 clusters Score -6528176 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -6529875.000000 Penalty: 3572.995605
	Iteration 11F: 3 clusters Score -6529875 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -6530751.000000 Penalty: 3572.995605
	Iteration 12Q: 3 clusters Score -6530751 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -6531292.500000 Penalty: 3572.995605
	Iteration 13Q: 3 clusters Score -6531292 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -6531694.000000 Penalty: 3572.995605
	Iteration 14Q: 3 clusters Score -6531694 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -6532107.000000 Penalty: 3572.995605
	Iteration 15Q: 3 clusters Score -6532107 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6532560.500000 Penalty: 3572.995605
	Iteration 16Q: 3 clusters Score -6532560 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -6533039.500000 Penalty: 3572.995605
	Iteration 17Q: 3 clusters Score -6533040 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -6533587.000000 Penalty: 3572.995605
	Iteration 18Q: 3 clusters Score -6533587 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -6534081.500000 Penalty: 3572.995605
	Iteration 19Q: 3 clusters Score -6534082 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -6534693.500000 Penalty: 3572.995605
	Iteration 20F: 3 clusters Score -6534694 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6535294.500000 Penalty: 3572.995605
	Iteration 21Q: 3 clusters Score -6535294 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -6535949.500000 Penalty: 3572.995605
	Iteration 22Q: 3 clusters Score -6535950 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6536581.500000 Penalty: 3572.995605
	Iteration 23Q: 3 clusters Score -6536582 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -6537177.000000 Penalty: 3572.995605
	Iteration 24Q: 3 clusters Score -6537177 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -6537688.000000 Penalty: 3572.995605
	Iteration 25Q: 3 clusters Score -6537688 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -6538118.500000 Penalty: 3572.995605
	Iteration 26Q: 3 clusters Score -6538118 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -6538477.500000 Penalty: 3572.995605
	Iteration 27Q: 3 clusters Score -6538478 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -6538789.500000 Penalty: 3572.995605
	Iteration 28Q: 3 clusters Score -6538790 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -6539031.000000 Penalty: 3572.995605
	Iteration 29Q: 3 clusters Score -6539031 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -6539208.000000 Penalty: 3572.995605
	Iteration 30Q: 3 clusters Score -6539208 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -6539329.000000 Penalty: 3572.995605
	Iteration 31Q: 3 clusters Score -6539329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6539412.000000 Penalty: 3572.995605
	Iteration 32Q: 3 clusters Score -6539412 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -6539516.000000 Penalty: 3572.995605
	Iteration 33Q: 3 clusters Score -6539516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -6539572.500000 Penalty: 3572.995605
	Iteration 34Q: 3 clusters Score -6539572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -6539609.000000 Penalty: 3572.995605
	Iteration 35Q: 3 clusters Score -6539609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -6539624.000000 Penalty: 3572.995605
	Iteration 36Q: 3 clusters Score -6539624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -6539632.000000 Penalty: 3572.995605
	Iteration 37Q: 3 clusters Score -6539632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -6539658.500000 Penalty: 3572.995605
	Iteration 38Q: 3 clusters Score -6539658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -6539667.500000 Penalty: 3572.995605
	Iteration 39Q: 3 clusters Score -6539668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -6539668.500000 Penalty: 3572.995605
	Iteration 40F: 3 clusters Score -6539668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -6539675.500000 Penalty: 3572.995605
	Iteration 41Q: 3 clusters Score -6539676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -6539679.000000 Penalty: 3572.995605
	Iteration 42Q: 3 clusters Score -6539679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -6539684.000000 Penalty: 3572.995605
	Iteration 43Q: 3 clusters Score -6539684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -6539686.000000 Penalty: 3572.995605
	Iteration 44Q: 3 clusters Score -6539686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -6539690.000000 Penalty: 3572.995605
	Iteration 45Q: 3 clusters Score -6539690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -6539693.000000 Penalty: 3572.995605
	Iteration 46Q: 3 clusters Score -6539693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -6539697.500000 Penalty: 3572.995605
	Iteration 47Q: 3 clusters Score -6539698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -6539706.000000 Penalty: 3572.995605
	Iteration 48Q: 3 clusters Score -6539706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -6539713.000000 Penalty: 3572.995605
	Iteration 49Q: 3 clusters Score -6539713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -6539713.000000 Penalty: 3572.995605
	Iteration 50F: 3 clusters Score -6539713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -43303.652344 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -43303.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42298.828125 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -42298.83 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42517.601562 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -42517.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42582.566406 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -42582.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42615.738281 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -42615.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42658.351562 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -42658.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42679.675781 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -42679.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42698.539062 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -42698.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42708.500000 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -42708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42710.925781 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -42710.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42713.046875 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -42713.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42713.644531 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -42713.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42714.484375 Penalty: 2010.517822
	Iteration 11Q: 3 clusters Score -42714.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42718.511719 Penalty: 2010.517822
	Iteration 12Q: 3 clusters Score -42718.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42722.820312 Penalty: 2010.517822
	Iteration 13Q: 3 clusters Score -42722.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42727.882812 Penalty: 2010.517822
	Iteration 14Q: 3 clusters Score -42727.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42729.445312 Penalty: 2010.517822
	Iteration 15Q: 3 clusters Score -42729.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42729.445312 Penalty: 2010.517822
	Iteration 16F: 3 clusters Score -42729.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -357445.125000 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -357445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -354525.750000 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -354525.8 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -355241.968750 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -355242 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -355391.843750 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -355391.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -355509.718750 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -355509.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -355586.656250 Penalty: 2632.651123
	Iteration 4Q: 3 clusters Score -355586.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -355647.812500 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -355647.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -355687.625000 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -355687.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -355714.031250 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -355714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -355744.031250 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -355744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -355771.906250 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -355771.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -355800.437500 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -355800.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -355826.031250 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -355826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -355851.031250 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -355851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -355886.843750 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -355886.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -355928.500000 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -355928.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -355979.562500 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -355979.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -356035.031250 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -356035 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -356089.093750 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -356089.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -356161.093750 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -356161.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -356242.906250 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -356242.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -356325.468750 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -356325.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -356402.312500 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -356402.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -356461.531250 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -356461.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -356503.718750 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -356503.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -356540.250000 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -356540.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -356581.375000 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -356581.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -356634.375000 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -356634.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -356682.281250 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -356682.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -356724.593750 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -356724.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -356769.593750 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -356769.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -356811.437500 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -356811.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -356845.562500 Penalty: 2632.651123
	Iteration 31Q: 3 clusters Score -356845.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -356869.593750 Penalty: 2632.651123
	Iteration 32Q: 3 clusters Score -356869.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -356884.406250 Penalty: 2632.651123
	Iteration 33Q: 3 clusters Score -356884.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -356902.218750 Penalty: 2632.651123
	Iteration 34Q: 3 clusters Score -356902.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -356925.156250 Penalty: 2632.651123
	Iteration 35Q: 3 clusters Score -356925.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -356953.531250 Penalty: 2632.651123
	Iteration 36Q: 3 clusters Score -356953.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -356974.687500 Penalty: 2632.651123
	Iteration 37Q: 3 clusters Score -356974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -356992.812500 Penalty: 2632.651123
	Iteration 38Q: 3 clusters Score -356992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -357011.687500 Penalty: 2632.651123
	Iteration 39Q: 3 clusters Score -357011.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -357032.437500 Penalty: 2632.651123
	Iteration 40F: 3 clusters Score -357032.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -357048.625000 Penalty: 2632.651123
	Iteration 41Q: 3 clusters Score -357048.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -357062.187500 Penalty: 2632.651123
	Iteration 42Q: 3 clusters Score -357062.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -357071.062500 Penalty: 2632.651123
	Iteration 43Q: 3 clusters Score -357071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -357076.593750 Penalty: 2632.651123
	Iteration 44Q: 3 clusters Score -357076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -357083.093750 Penalty: 2632.651123
	Iteration 45Q: 3 clusters Score -357083.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -357087.375000 Penalty: 2632.651123
	Iteration 46Q: 3 clusters Score -357087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -357092.062500 Penalty: 2632.651123
	Iteration 47Q: 3 clusters Score -357092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -357096.062500 Penalty: 2632.651123
	Iteration 48Q: 3 clusters Score -357096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -357099.375000 Penalty: 2632.651123
	Iteration 49Q: 3 clusters Score -357099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -357099.625000 Penalty: 2632.651123
	Iteration 50Q: 3 clusters Score -357099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -357101.312500 Penalty: 2632.651123
	Iteration 51Q: 3 clusters Score -357101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -357103.187500 Penalty: 2632.651123
	Iteration 52Q: 3 clusters Score -357103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -357105.781250 Penalty: 2632.651123
	Iteration 53Q: 3 clusters Score -357105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -357105.906250 Penalty: 2632.651123
	Iteration 54Q: 3 clusters Score -357105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -357107.781250 Penalty: 2632.651123
	Iteration 55Q: 3 clusters Score -357107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -357109.375000 Penalty: 2632.651123
	Iteration 56Q: 3 clusters Score -357109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -357112.343750 Penalty: 2632.651123
	Iteration 57Q: 3 clusters Score -357112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -357112.968750 Penalty: 2632.651123
	Iteration 58Q: 3 clusters Score -357113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -357115.562500 Penalty: 2632.651123
	Iteration 59Q: 3 clusters Score -357115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -357116.468750 Penalty: 2632.651123
	Iteration 60F: 3 clusters Score -357116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -357117.187500 Penalty: 2632.651123
	Iteration 61Q: 3 clusters Score -357117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -357118.312500 Penalty: 2632.651123
	Iteration 62Q: 3 clusters Score -357118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -357118.468750 Penalty: 2632.651123
	Iteration 63Q: 3 clusters Score -357118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -357118.468750 Penalty: 2632.651123
	Iteration 64F: 3 clusters Score -357118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (123100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123100 members 
Entering Unmasked Estep 
Score: -13475601.000000 Penalty: 1904.622314
	Iteration 0F: 2 clusters Score -1.34756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -13392958.000000 Penalty: 3809.244629
	Iteration 0F: 3 clusters Score -1.339296e+07 nChanged 59376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -13427958.000000 Penalty: 3809.244629
	Iteration 1F: 3 clusters Score -1.342796e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -13429015.000000 Penalty: 3809.244629
	Iteration 2Q: 3 clusters Score -1.342902e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -13430854.000000 Penalty: 3809.244629
	Iteration 3Q: 3 clusters Score -1.343085e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -13434072.000000 Penalty: 3809.244629
	Iteration 4F: 3 clusters Score -1.343407e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -13439741.000000 Penalty: 3809.244629
	Iteration 5F: 3 clusters Score -1.343974e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -13448876.000000 Penalty: 3809.244629
	Iteration 6F: 3 clusters Score -1.344888e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -13459981.000000 Penalty: 3809.244629
	Iteration 7F: 3 clusters Score -1.345998e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -13468432.000000 Penalty: 3809.244629
	Iteration 8F: 3 clusters Score -1.346843e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -13472358.000000 Penalty: 3809.244629
	Iteration 9Q: 3 clusters Score -1.347236e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -13473438.000000 Penalty: 3809.244629
	Iteration 10Q: 3 clusters Score -1.347344e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 122774 members 
Entering Unmasked Estep 
Score: -13473737.000000 Penalty: 3809.244629
	Iteration 11Q: 3 clusters Score -1.347374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 122844 members 
Entering Unmasked Estep 
Score: -13473844.000000 Penalty: 3809.244629
	Iteration 12Q: 3 clusters Score -1.347384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122864 members 
Entering Unmasked Estep 
Score: -13473883.000000 Penalty: 3809.244629
	Iteration 13Q: 3 clusters Score -1.347388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -13473932.000000 Penalty: 3809.244629
	Iteration 14Q: 3 clusters Score -1.347393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -13473954.000000 Penalty: 3809.244629
	Iteration 15Q: 3 clusters Score -1.347395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 122889 members 
Entering Unmasked Estep 
Score: -13473992.000000 Penalty: 3809.244629
	Iteration 16Q: 3 clusters Score -1.347399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -13474007.000000 Penalty: 3809.244629
	Iteration 17Q: 3 clusters Score -1.347401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -13474022.000000 Penalty: 3809.244629
	Iteration 18Q: 3 clusters Score -1.347402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -13474016.000000 Penalty: 3809.244629
	Iteration 19Q: 3 clusters Score -1.347402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -13474034.000000 Penalty: 3809.244629
	Iteration 20F: 3 clusters Score -1.347403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -13474043.000000 Penalty: 3809.244629
	Iteration 21Q: 3 clusters Score -1.347404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -13474050.000000 Penalty: 3809.244629
	Iteration 22Q: 3 clusters Score -1.347405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 122909 members 
Entering Unmasked Estep 
Score: -13474056.000000 Penalty: 3809.244629
	Iteration 23Q: 3 clusters Score -1.347406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -13474056.000000 Penalty: 3809.244629
	Iteration 24Q: 3 clusters Score -1.347406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -13474056.000000 Penalty: 3809.244629
	Iteration 25F: 3 clusters Score -1.347406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -285653.593750 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -285653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283164.593750 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -283164.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283752.656250 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -283752.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -283880.281250 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -283880.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -283957.718750 Penalty: 2559.290283
	Iteration 3Q: 3 clusters Score -283957.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -284027.312500 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -284027.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -284084.687500 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -284084.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -284147.312500 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -284147.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -284193.875000 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -284193.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -284238.968750 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -284239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284283.625000 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -284283.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -284325.781250 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -284325.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -284355.406250 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -284355.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -284377.281250 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -284377.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -284400.156250 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -284400.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -284427.500000 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -284427.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284460.625000 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -284460.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -284492.406250 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -284492.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -284519.968750 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -284520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -284536.968750 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -284537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -284554.437500 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -284554.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -284571.531250 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -284571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -284580.250000 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -284580.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -284591.750000 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -284591.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -284600.875000 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -284600.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -284607.812500 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -284607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -284611.781250 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -284611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -284614.250000 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -284614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -284618.312500 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -284618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -284621.531250 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -284621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -284624.437500 Penalty: 2559.290283
	Iteration 29Q: 3 clusters Score -284624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -284628.593750 Penalty: 2559.290283
	Iteration 30Q: 3 clusters Score -284628.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -284636.125000 Penalty: 2559.290283
	Iteration 31Q: 3 clusters Score -284636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -284644.687500 Penalty: 2559.290283
	Iteration 32Q: 3 clusters Score -284644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -284659.468750 Penalty: 2559.290283
	Iteration 33Q: 3 clusters Score -284659.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -284681.531250 Penalty: 2559.290283
	Iteration 34Q: 3 clusters Score -284681.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -284701.968750 Penalty: 2559.290283
	Iteration 35Q: 3 clusters Score -284702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -284719.437500 Penalty: 2559.290283
	Iteration 36Q: 3 clusters Score -284719.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -284731.406250 Penalty: 2559.290283
	Iteration 37Q: 3 clusters Score -284731.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -284741.812500 Penalty: 2559.290283
	Iteration 38Q: 3 clusters Score -284741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -284751.843750 Penalty: 2559.290283
	Iteration 39Q: 3 clusters Score -284751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -284758.687500 Penalty: 2559.290283
	Iteration 40F: 3 clusters Score -284758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -284767.625000 Penalty: 2559.290283
	Iteration 41Q: 3 clusters Score -284767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -284770.437500 Penalty: 2559.290283
	Iteration 42Q: 3 clusters Score -284770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -284770.437500 Penalty: 2559.290283
	Iteration 43F: 3 clusters Score -284770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Entering Unmasked Estep 
Score: -17506396.000000 Penalty: 1949.433105
	Iteration 0F: 2 clusters Score -1.75064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -17400734.000000 Penalty: 3898.866211
	Iteration 0F: 3 clusters Score -1.740073e+07 nChanged 78315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -17446710.000000 Penalty: 3898.866211
	Iteration 1F: 3 clusters Score -1.744671e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -17447648.000000 Penalty: 3898.866211
	Iteration 2Q: 3 clusters Score -1.744765e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -17449114.000000 Penalty: 3898.866211
	Iteration 3Q: 3 clusters Score -1.744911e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -17451678.000000 Penalty: 3898.866211
	Iteration 4Q: 3 clusters Score -1.745168e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -17456308.000000 Penalty: 3898.866211
	Iteration 5F: 3 clusters Score -1.745631e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -17464684.000000 Penalty: 3898.866211
	Iteration 6F: 3 clusters Score -1.746468e+07 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -17476680.000000 Penalty: 3898.866211
	Iteration 7F: 3 clusters Score -1.747668e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 142282 members 
Entering Unmasked Estep 
Score: -17488930.000000 Penalty: 3898.866211
	Iteration 8F: 3 clusters Score -1.748893e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -17496872.000000 Penalty: 3898.866211
	Iteration 9F: 3 clusters Score -1.749687e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -17500916.000000 Penalty: 3898.866211
	Iteration 10Q: 3 clusters Score -1.750092e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -17502936.000000 Penalty: 3898.866211
	Iteration 11Q: 3 clusters Score -1.750294e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -17503858.000000 Penalty: 3898.866211
	Iteration 12Q: 3 clusters Score -1.750386e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -17504256.000000 Penalty: 3898.866211
	Iteration 13Q: 3 clusters Score -1.750426e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 161688 members 
Entering Unmasked Estep 
Score: -17504424.000000 Penalty: 3898.866211
	Iteration 14Q: 3 clusters Score -1.750442e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -17504496.000000 Penalty: 3898.866211
	Iteration 15Q: 3 clusters Score -1.75045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 161833 members 
Entering Unmasked Estep 
Score: -17504518.000000 Penalty: 3898.866211
	Iteration 16Q: 3 clusters Score -1.750452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161861 members 
Entering Unmasked Estep 
Score: -17504536.000000 Penalty: 3898.866211
	Iteration 17Q: 3 clusters Score -1.750454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 161883 members 
Entering Unmasked Estep 
Score: -17504558.000000 Penalty: 3898.866211
	Iteration 18Q: 3 clusters Score -1.750456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161904 members 
Entering Unmasked Estep 
Score: -17504588.000000 Penalty: 3898.866211
	Iteration 19Q: 3 clusters Score -1.750459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -17504598.000000 Penalty: 3898.866211
	Iteration 20F: 3 clusters Score -1.75046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -17504604.000000 Penalty: 3898.866211
	Iteration 21Q: 3 clusters Score -1.75046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -17504612.000000 Penalty: 3898.866211
	Iteration 22Q: 3 clusters Score -1.750461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -17504612.000000 Penalty: 3898.866211
	Iteration 23Q: 3 clusters Score -1.750461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -17504624.000000 Penalty: 3898.866211
	Iteration 24Q: 3 clusters Score -1.750462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -17504624.000000 Penalty: 3898.866211
	Iteration 25F: 3 clusters Score -1.750462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (133937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Entering Unmasked Estep 
Score: -14592982.000000 Penalty: 1918.332886
	Iteration 0F: 2 clusters Score -1.459298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -14503321.000000 Penalty: 3836.665771
	Iteration 0F: 3 clusters Score -1.450332e+07 nChanged 64392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -14541117.000000 Penalty: 3836.665771
	Iteration 1F: 3 clusters Score -1.454112e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -14542700.000000 Penalty: 3836.665771
	Iteration 2Q: 3 clusters Score -1.45427e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -14545210.000000 Penalty: 3836.665771
	Iteration 3Q: 3 clusters Score -1.454521e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -14549314.000000 Penalty: 3836.665771
	Iteration 4F: 3 clusters Score -1.454931e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -14555585.000000 Penalty: 3836.665771
	Iteration 5F: 3 clusters Score -1.455558e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -14564379.000000 Penalty: 3836.665771
	Iteration 6F: 3 clusters Score -1.456438e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 112640 members 
Entering Unmasked Estep 
Score: -14573941.000000 Penalty: 3836.665771
	Iteration 7F: 3 clusters Score -1.457394e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
Score: -14581357.000000 Penalty: 3836.665771
	Iteration 8F: 3 clusters Score -1.458136e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -14586090.000000 Penalty: 3836.665771
	Iteration 9Q: 3 clusters Score -1.458609e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
Score: -14588634.000000 Penalty: 3836.665771
	Iteration 10Q: 3 clusters Score -1.458863e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -14590037.000000 Penalty: 3836.665771
	Iteration 11Q: 3 clusters Score -1.459004e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 131455 members 
Entering Unmasked Estep 
Score: -14590728.000000 Penalty: 3836.665771
	Iteration 12Q: 3 clusters Score -1.459073e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -14591171.000000 Penalty: 3836.665771
	Iteration 13Q: 3 clusters Score -1.459117e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 132357 members 
Entering Unmasked Estep 
Score: -14591448.000000 Penalty: 3836.665771
	Iteration 14Q: 3 clusters Score -1.459145e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 132563 members 
Entering Unmasked Estep 
Score: -14591619.000000 Penalty: 3836.665771
	Iteration 15Q: 3 clusters Score -1.459162e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -14591713.000000 Penalty: 3836.665771
	Iteration 16Q: 3 clusters Score -1.459171e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 132806 members 
Entering Unmasked Estep 
Score: -14591817.000000 Penalty: 3836.665771
	Iteration 17Q: 3 clusters Score -1.459182e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 132891 members 
Entering Unmasked Estep 
Score: -14591899.000000 Penalty: 3836.665771
	Iteration 18Q: 3 clusters Score -1.45919e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 132965 members 
Entering Unmasked Estep 
Score: -14591939.000000 Penalty: 3836.665771
	Iteration 19Q: 3 clusters Score -1.459194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -14591998.000000 Penalty: 3836.665771
	Iteration 20F: 3 clusters Score -1.4592e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -14592016.000000 Penalty: 3836.665771
	Iteration 21Q: 3 clusters Score -1.459202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -14592045.000000 Penalty: 3836.665771
	Iteration 22Q: 3 clusters Score -1.459204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 133081 members 
Entering Unmasked Estep 
Score: -14592030.000000 Penalty: 3836.665771
	Iteration 23Q: 3 clusters Score -1.459203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 133093 members 
Entering Unmasked Estep 
Score: -14592046.000000 Penalty: 3836.665771
	Iteration 24Q: 3 clusters Score -1.459205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -14592069.000000 Penalty: 3836.665771
	Iteration 25Q: 3 clusters Score -1.459207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -14592071.000000 Penalty: 3836.665771
	Iteration 26Q: 3 clusters Score -1.459207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 133111 members 
Entering Unmasked Estep 
Score: -14592075.000000 Penalty: 3836.665771
	Iteration 27Q: 3 clusters Score -1.459208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 133116 members 
Entering Unmasked Estep 
Score: -14592092.000000 Penalty: 3836.665771
	Iteration 28Q: 3 clusters Score -1.459209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 133128 members 
Entering Unmasked Estep 
Score: -14592097.000000 Penalty: 3836.665771
	Iteration 29Q: 3 clusters Score -1.45921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 133138 members 
Entering Unmasked Estep 
Score: -14592116.000000 Penalty: 3836.665771
	Iteration 30Q: 3 clusters Score -1.459212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 133147 members 
Entering Unmasked Estep 
Score: -14592126.000000 Penalty: 3836.665771
	Iteration 31Q: 3 clusters Score -1.459213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -14592122.000000 Penalty: 3836.665771
	Iteration 32Q: 3 clusters Score -1.459212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -14592134.000000 Penalty: 3836.665771
	Iteration 33Q: 3 clusters Score -1.459213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -14592134.000000 Penalty: 3836.665771
	Iteration 34Q: 3 clusters Score -1.459213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 133172 members 
Entering Unmasked Estep 
Score: -14592148.000000 Penalty: 3836.665771
	Iteration 35Q: 3 clusters Score -1.459215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 133179 members 
Entering Unmasked Estep 
Score: -14592161.000000 Penalty: 3836.665771
	Iteration 36Q: 3 clusters Score -1.459216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 133187 members 
Entering Unmasked Estep 
Score: -14592170.000000 Penalty: 3836.665771
	Iteration 37Q: 3 clusters Score -1.459217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -14592176.000000 Penalty: 3836.665771
	Iteration 38Q: 3 clusters Score -1.459218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -14592194.000000 Penalty: 3836.665771
	Iteration 39Q: 3 clusters Score -1.459219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 133197 members 
Entering Unmasked Estep 
Score: -14592197.000000 Penalty: 3836.665771
	Iteration 40F: 3 clusters Score -1.45922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -14592188.000000 Penalty: 3836.665771
	Iteration 41Q: 3 clusters Score -1.459219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 133198 members 
Entering Unmasked Estep 
Score: -14592188.000000 Penalty: 3836.665771
	Iteration 42Q: 3 clusters Score -1.459219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -14592190.000000 Penalty: 3836.665771
	Iteration 43Q: 3 clusters Score -1.459219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -14592194.000000 Penalty: 3836.665771
	Iteration 44Q: 3 clusters Score -1.459219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -14592194.000000 Penalty: 3836.665771
	Iteration 45Q: 3 clusters Score -1.459219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -14592200.000000 Penalty: 3836.665771
	Iteration 46Q: 3 clusters Score -1.45922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -14592194.000000 Penalty: 3836.665771
	Iteration 47Q: 3 clusters Score -1.459219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -14592188.000000 Penalty: 3836.665771
	Iteration 48Q: 3 clusters Score -1.459219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 133207 members 
Entering Unmasked Estep 
Score: -14592185.000000 Penalty: 3836.665771
	Iteration 49Q: 3 clusters Score -1.459218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -14592189.000000 Penalty: 3836.665771
	Iteration 50Q: 3 clusters Score -1.459219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 133211 members 
Entering Unmasked Estep 
Score: -14592191.000000 Penalty: 3836.665771
	Iteration 51Q: 3 clusters Score -1.459219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -14592187.000000 Penalty: 3836.665771
	Iteration 52Q: 3 clusters Score -1.459219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -14592191.000000 Penalty: 3836.665771
	Iteration 53Q: 3 clusters Score -1.459219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -14592196.000000 Penalty: 3836.665771
	Iteration 54Q: 3 clusters Score -1.45922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 133226 members 
Entering Unmasked Estep 
Score: -14592194.000000 Penalty: 3836.665771
	Iteration 55Q: 3 clusters Score -1.459219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -14592205.000000 Penalty: 3836.665771
	Iteration 56Q: 3 clusters Score -1.45922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 133235 members 
Entering Unmasked Estep 
Score: -14592205.000000 Penalty: 3836.665771
	Iteration 57Q: 3 clusters Score -1.45922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -14592209.000000 Penalty: 3836.665771
	Iteration 58Q: 3 clusters Score -1.459221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 133240 members 
Entering Unmasked Estep 
Score: -14592218.000000 Penalty: 3836.665771
	Iteration 59Q: 3 clusters Score -1.459222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 133247 members 
Entering Unmasked Estep 
Score: -14592221.000000 Penalty: 3836.665771
	Iteration 60F: 3 clusters Score -1.459222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 133249 members 
Entering Unmasked Estep 
Score: -14592222.000000 Penalty: 3836.665771
	Iteration 61Q: 3 clusters Score -1.459222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 133255 members 
Entering Unmasked Estep 
Score: -14592223.000000 Penalty: 3836.665771
	Iteration 62Q: 3 clusters Score -1.459222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 133256 members 
Entering Unmasked Estep 
Score: -14592220.000000 Penalty: 3836.665771
	Iteration 63Q: 3 clusters Score -1.459222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -14592220.000000 Penalty: 3836.665771
	Iteration 64Q: 3 clusters Score -1.459222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -14592220.000000 Penalty: 3836.665771
	Iteration 65F: 3 clusters Score -1.459222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2024823.125000 Penalty: 1595.165527
	Iteration 0F: 2 clusters Score -2024823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2012274.375000 Penalty: 3190.331055
	Iteration 0F: 3 clusters Score -2012274 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2016729.250000 Penalty: 3190.331055
	Iteration 1F: 3 clusters Score -2016729 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2017011.250000 Penalty: 3190.331055
	Iteration 2Q: 3 clusters Score -2017011 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2017216.000000 Penalty: 3190.331055
	Iteration 3Q: 3 clusters Score -2017216 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2017391.375000 Penalty: 3190.331055
	Iteration 4Q: 3 clusters Score -2017391 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2017521.625000 Penalty: 3190.331055
	Iteration 5Q: 3 clusters Score -2017522 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2017632.625000 Penalty: 3190.331055
	Iteration 6Q: 3 clusters Score -2017633 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2017736.500000 Penalty: 3190.331055
	Iteration 7Q: 3 clusters Score -2017736 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2017834.875000 Penalty: 3190.331055
	Iteration 8Q: 3 clusters Score -2017835 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2017953.250000 Penalty: 3190.331055
	Iteration 9Q: 3 clusters Score -2017953 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2018101.500000 Penalty: 3190.331055
	Iteration 10Q: 3 clusters Score -2018102 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2018308.375000 Penalty: 3190.331055
	Iteration 11Q: 3 clusters Score -2018308 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2018603.625000 Penalty: 3190.331055
	Iteration 12Q: 3 clusters Score -2018604 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2019038.625000 Penalty: 3190.331055
	Iteration 13Q: 3 clusters Score -2019039 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2019633.000000 Penalty: 3190.331055
	Iteration 14F: 3 clusters Score -2019633 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2020379.875000 Penalty: 3190.331055
	Iteration 15F: 3 clusters Score -2020380 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2021157.875000 Penalty: 3190.331055
	Iteration 16F: 3 clusters Score -2021158 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2021821.375000 Penalty: 3190.331055
	Iteration 17Q: 3 clusters Score -2021821 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2022287.375000 Penalty: 3190.331055
	Iteration 18Q: 3 clusters Score -2022287 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2022606.250000 Penalty: 3190.331055
	Iteration 19Q: 3 clusters Score -2022606 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2022821.375000 Penalty: 3190.331055
	Iteration 20F: 3 clusters Score -2022821 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2022993.250000 Penalty: 3190.331055
	Iteration 21Q: 3 clusters Score -2022993 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2023151.875000 Penalty: 3190.331055
	Iteration 22Q: 3 clusters Score -2023152 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2023263.125000 Penalty: 3190.331055
	Iteration 23Q: 3 clusters Score -2023263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2023325.750000 Penalty: 3190.331055
	Iteration 24Q: 3 clusters Score -2023326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2023373.750000 Penalty: 3190.331055
	Iteration 25Q: 3 clusters Score -2023374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2023400.250000 Penalty: 3190.331055
	Iteration 26Q: 3 clusters Score -2023400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2023416.875000 Penalty: 3190.331055
	Iteration 27Q: 3 clusters Score -2023417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2023431.250000 Penalty: 3190.331055
	Iteration 28Q: 3 clusters Score -2023431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2023443.375000 Penalty: 3190.331055
	Iteration 29Q: 3 clusters Score -2023443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2023449.250000 Penalty: 3190.331055
	Iteration 30Q: 3 clusters Score -2023449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2023462.875000 Penalty: 3190.331055
	Iteration 31Q: 3 clusters Score -2023463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2023480.625000 Penalty: 3190.331055
	Iteration 32Q: 3 clusters Score -2023481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2023494.250000 Penalty: 3190.331055
	Iteration 33Q: 3 clusters Score -2023494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2023506.750000 Penalty: 3190.331055
	Iteration 34Q: 3 clusters Score -2023507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2023510.750000 Penalty: 3190.331055
	Iteration 35Q: 3 clusters Score -2023511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2023519.875000 Penalty: 3190.331055
	Iteration 36Q: 3 clusters Score -2023520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2023521.625000 Penalty: 3190.331055
	Iteration 37Q: 3 clusters Score -2023522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2023527.875000 Penalty: 3190.331055
	Iteration 38Q: 3 clusters Score -2023528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2023530.750000 Penalty: 3190.331055
	Iteration 39Q: 3 clusters Score -2023531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2023531.375000 Penalty: 3190.331055
	Iteration 40F: 3 clusters Score -2023531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2023532.375000 Penalty: 3190.331055
	Iteration 41Q: 3 clusters Score -2023532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2023532.375000 Penalty: 3190.331055
	Iteration 42F: 3 clusters Score -2023532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Entering Unmasked Estep 
Score: -9075102.000000 Penalty: 1842.254639
	Iteration 0F: 2 clusters Score -9075102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -9018843.000000 Penalty: 3684.509277
	Iteration 0F: 3 clusters Score -9018843 nChanged 40088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -9041724.000000 Penalty: 3684.509277
	Iteration 1F: 3 clusters Score -9041724 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -9042462.000000 Penalty: 3684.509277
	Iteration 2Q: 3 clusters Score -9042462 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -9043397.000000 Penalty: 3684.509277
	Iteration 3Q: 3 clusters Score -9043397 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -9044969.000000 Penalty: 3684.509277
	Iteration 4Q: 3 clusters Score -9044969 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -9047658.000000 Penalty: 3684.509277
	Iteration 5F: 3 clusters Score -9047658 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -9052197.000000 Penalty: 3684.509277
	Iteration 6F: 3 clusters Score -9052197 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -9057893.000000 Penalty: 3684.509277
	Iteration 7F: 3 clusters Score -9057893 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -9062824.000000 Penalty: 3684.509277
	Iteration 8F: 3 clusters Score -9062824 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -9065268.000000 Penalty: 3684.509277
	Iteration 9F: 3 clusters Score -9065268 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -9066437.000000 Penalty: 3684.509277
	Iteration 10Q: 3 clusters Score -9066437 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -9067158.000000 Penalty: 3684.509277
	Iteration 11Q: 3 clusters Score -9067158 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -9067929.000000 Penalty: 3684.509277
	Iteration 12Q: 3 clusters Score -9067929 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -9068461.000000 Penalty: 3684.509277
	Iteration 13Q: 3 clusters Score -9068461 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -9068979.000000 Penalty: 3684.509277
	Iteration 14Q: 3 clusters Score -9068979 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -9069443.000000 Penalty: 3684.509277
	Iteration 15Q: 3 clusters Score -9069443 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -9069749.000000 Penalty: 3684.509277
	Iteration 16Q: 3 clusters Score -9069749 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -9070007.000000 Penalty: 3684.509277
	Iteration 17Q: 3 clusters Score -9070007 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -9070179.000000 Penalty: 3684.509277
	Iteration 18Q: 3 clusters Score -9070179 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -9070468.000000 Penalty: 3684.509277
	Iteration 19Q: 3 clusters Score -9070468 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -9070655.000000 Penalty: 3684.509277
	Iteration 20F: 3 clusters Score -9070655 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -9070895.000000 Penalty: 3684.509277
	Iteration 21Q: 3 clusters Score -9070895 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -9071028.000000 Penalty: 3684.509277
	Iteration 22Q: 3 clusters Score -9071028 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -9071224.000000 Penalty: 3684.509277
	Iteration 23Q: 3 clusters Score -9071224 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -9071336.000000 Penalty: 3684.509277
	Iteration 24Q: 3 clusters Score -9071336 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -9071461.000000 Penalty: 3684.509277
	Iteration 25Q: 3 clusters Score -9071461 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -9071632.000000 Penalty: 3684.509277
	Iteration 26Q: 3 clusters Score -9071632 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -9071711.000000 Penalty: 3684.509277
	Iteration 27Q: 3 clusters Score -9071711 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -9071844.000000 Penalty: 3684.509277
	Iteration 28Q: 3 clusters Score -9071844 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -9071960.000000 Penalty: 3684.509277
	Iteration 29Q: 3 clusters Score -9071960 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -9072046.000000 Penalty: 3684.509277
	Iteration 30Q: 3 clusters Score -9072046 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -9072136.000000 Penalty: 3684.509277
	Iteration 31Q: 3 clusters Score -9072136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -9072299.000000 Penalty: 3684.509277
	Iteration 32Q: 3 clusters Score -9072299 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -9072374.000000 Penalty: 3684.509277
	Iteration 33Q: 3 clusters Score -9072374 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -9072473.000000 Penalty: 3684.509277
	Iteration 34Q: 3 clusters Score -9072473 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -9072557.000000 Penalty: 3684.509277
	Iteration 35Q: 3 clusters Score -9072557 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -9072684.000000 Penalty: 3684.509277
	Iteration 36Q: 3 clusters Score -9072684 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -9072774.000000 Penalty: 3684.509277
	Iteration 37Q: 3 clusters Score -9072774 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -9072822.000000 Penalty: 3684.509277
	Iteration 38Q: 3 clusters Score -9072822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -9072904.000000 Penalty: 3684.509277
	Iteration 39Q: 3 clusters Score -9072904 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -9072953.000000 Penalty: 3684.509277
	Iteration 40F: 3 clusters Score -9072953 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -9073000.000000 Penalty: 3684.509277
	Iteration 41Q: 3 clusters Score -9073000 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -9073035.000000 Penalty: 3684.509277
	Iteration 42Q: 3 clusters Score -9073035 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -9073106.000000 Penalty: 3684.509277
	Iteration 43Q: 3 clusters Score -9073106 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -9073172.000000 Penalty: 3684.509277
	Iteration 44Q: 3 clusters Score -9073172 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -9073202.000000 Penalty: 3684.509277
	Iteration 45Q: 3 clusters Score -9073202 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -9073244.000000 Penalty: 3684.509277
	Iteration 46Q: 3 clusters Score -9073244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -9073269.000000 Penalty: 3684.509277
	Iteration 47Q: 3 clusters Score -9073269 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -9073345.000000 Penalty: 3684.509277
	Iteration 48Q: 3 clusters Score -9073345 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -9073367.000000 Penalty: 3684.509277
	Iteration 49Q: 3 clusters Score -9073367 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -9073451.000000 Penalty: 3684.509277
	Iteration 50Q: 3 clusters Score -9073451 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -9073495.000000 Penalty: 3684.509277
	Iteration 51Q: 3 clusters Score -9073495 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -9073523.000000 Penalty: 3684.509277
	Iteration 52Q: 3 clusters Score -9073523 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -9073565.000000 Penalty: 3684.509277
	Iteration 53Q: 3 clusters Score -9073565 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -9073609.000000 Penalty: 3684.509277
	Iteration 54Q: 3 clusters Score -9073609 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -9073645.000000 Penalty: 3684.509277
	Iteration 55Q: 3 clusters Score -9073645 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -9073664.000000 Penalty: 3684.509277
	Iteration 56Q: 3 clusters Score -9073664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -9073701.000000 Penalty: 3684.509277
	Iteration 57Q: 3 clusters Score -9073701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -9073713.000000 Penalty: 3684.509277
	Iteration 58Q: 3 clusters Score -9073713 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9073723.000000 Penalty: 3684.509277
	Iteration 59Q: 3 clusters Score -9073723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -9073744.000000 Penalty: 3684.509277
	Iteration 60F: 3 clusters Score -9073744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -9073740.000000 Penalty: 3684.509277
	Iteration 61Q: 3 clusters Score -9073740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -9073739.000000 Penalty: 3684.509277
	Iteration 62Q: 3 clusters Score -9073739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -9073751.000000 Penalty: 3684.509277
	Iteration 63Q: 3 clusters Score -9073751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9073766.000000 Penalty: 3684.509277
	Iteration 64Q: 3 clusters Score -9073766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -9073772.000000 Penalty: 3684.509277
	Iteration 65Q: 3 clusters Score -9073772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -9073791.000000 Penalty: 3684.509277
	Iteration 66Q: 3 clusters Score -9073791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -9073798.000000 Penalty: 3684.509277
	Iteration 67Q: 3 clusters Score -9073798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9073816.000000 Penalty: 3684.509277
	Iteration 68Q: 3 clusters Score -9073816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9073805.000000 Penalty: 3684.509277
	Iteration 69Q: 3 clusters Score -9073805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -9073805.000000 Penalty: 3684.509277
	Iteration 70Q: 3 clusters Score -9073805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -9073819.000000 Penalty: 3684.509277
	Iteration 71Q: 3 clusters Score -9073819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -9073835.000000 Penalty: 3684.509277
	Iteration 72Q: 3 clusters Score -9073835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -9073812.000000 Penalty: 3684.509277
	Iteration 73Q: 3 clusters Score -9073812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -9073806.000000 Penalty: 3684.509277
	Iteration 74Q: 3 clusters Score -9073806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9073816.000000 Penalty: 3684.509277
	Iteration 75Q: 3 clusters Score -9073816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9073817.000000 Penalty: 3684.509277
	Iteration 76Q: 3 clusters Score -9073817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9073822.000000 Penalty: 3684.509277
	Iteration 77Q: 3 clusters Score -9073822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9073823.000000 Penalty: 3684.509277
	Iteration 78Q: 3 clusters Score -9073823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9073832.000000 Penalty: 3684.509277
	Iteration 79Q: 3 clusters Score -9073832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9073841.000000 Penalty: 3684.509277
	Iteration 80F: 3 clusters Score -9073841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9073843.000000 Penalty: 3684.509277
	Iteration 81Q: 3 clusters Score -9073843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -9073845.000000 Penalty: 3684.509277
	Iteration 82Q: 3 clusters Score -9073845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -9073851.000000 Penalty: 3684.509277
	Iteration 83Q: 3 clusters Score -9073851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -9073839.000000 Penalty: 3684.509277
	Iteration 84Q: 3 clusters Score -9073839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9073844.000000 Penalty: 3684.509277
	Iteration 85Q: 3 clusters Score -9073844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -9073838.000000 Penalty: 3684.509277
	Iteration 86Q: 3 clusters Score -9073838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -9073847.000000 Penalty: 3684.509277
	Iteration 87Q: 3 clusters Score -9073847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -9073840.000000 Penalty: 3684.509277
	Iteration 88Q: 3 clusters Score -9073840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -9073847.000000 Penalty: 3684.509277
	Iteration 89Q: 3 clusters Score -9073847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -9073846.000000 Penalty: 3684.509277
	Iteration 90Q: 3 clusters Score -9073846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -9073851.000000 Penalty: 3684.509277
	Iteration 91Q: 3 clusters Score -9073851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9073860.000000 Penalty: 3684.509277
	Iteration 92Q: 3 clusters Score -9073860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9073854.000000 Penalty: 3684.509277
	Iteration 93Q: 3 clusters Score -9073854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -9073854.000000 Penalty: 3684.509277
	Iteration 94Q: 3 clusters Score -9073854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9073848.000000 Penalty: 3684.509277
	Iteration 95Q: 3 clusters Score -9073848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -9073849.000000 Penalty: 3684.509277
	Iteration 96Q: 3 clusters Score -9073849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -9073844.000000 Penalty: 3684.509277
	Iteration 97Q: 3 clusters Score -9073844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9073840.000000 Penalty: 3684.509277
	Iteration 98Q: 3 clusters Score -9073840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9073829.000000 Penalty: 3684.509277
	Iteration 99Q: 3 clusters Score -9073829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9073832.000000 Penalty: 3684.509277
	Iteration 100F: 3 clusters Score -9073832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9073830.000000 Penalty: 3684.509277
	Iteration 101Q: 3 clusters Score -9073830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9073838.000000 Penalty: 3684.509277
	Iteration 102Q: 3 clusters Score -9073838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9073839.000000 Penalty: 3684.509277
	Iteration 103Q: 3 clusters Score -9073839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9073851.000000 Penalty: 3684.509277
	Iteration 104Q: 3 clusters Score -9073851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -9073844.000000 Penalty: 3684.509277
	Iteration 105Q: 3 clusters Score -9073844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9073846.000000 Penalty: 3684.509277
	Iteration 106Q: 3 clusters Score -9073846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9073849.000000 Penalty: 3684.509277
	Iteration 107Q: 3 clusters Score -9073849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9073849.000000 Penalty: 3684.509277
	Iteration 108F: 3 clusters Score -9073849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -279430.437500 Penalty: 1281.671387
	Iteration 0F: 2 clusters Score -279430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -276923.031250 Penalty: 2563.342773
	Iteration 0F: 3 clusters Score -276923 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -277494.531250 Penalty: 2563.342773
	Iteration 1F: 3 clusters Score -277494.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -277628.281250 Penalty: 2563.342773
	Iteration 2F: 3 clusters Score -277628.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -277690.187500 Penalty: 2563.342773
	Iteration 3Q: 3 clusters Score -277690.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -277722.437500 Penalty: 2563.342773
	Iteration 4Q: 3 clusters Score -277722.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -277744.125000 Penalty: 2563.342773
	Iteration 5Q: 3 clusters Score -277744.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277761.968750 Penalty: 2563.342773
	Iteration 6Q: 3 clusters Score -277762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -277775.437500 Penalty: 2563.342773
	Iteration 7Q: 3 clusters Score -277775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -277785.218750 Penalty: 2563.342773
	Iteration 8Q: 3 clusters Score -277785.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -277792.843750 Penalty: 2563.342773
	Iteration 9Q: 3 clusters Score -277792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -277798.375000 Penalty: 2563.342773
	Iteration 10Q: 3 clusters Score -277798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -277804.718750 Penalty: 2563.342773
	Iteration 11Q: 3 clusters Score -277804.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -277816.843750 Penalty: 2563.342773
	Iteration 12Q: 3 clusters Score -277816.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -277825.375000 Penalty: 2563.342773
	Iteration 13Q: 3 clusters Score -277825.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -277836.468750 Penalty: 2563.342773
	Iteration 14Q: 3 clusters Score -277836.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277850.062500 Penalty: 2563.342773
	Iteration 15Q: 3 clusters Score -277850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -277860.718750 Penalty: 2563.342773
	Iteration 16Q: 3 clusters Score -277860.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -277868.906250 Penalty: 2563.342773
	Iteration 17Q: 3 clusters Score -277868.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -277877.562500 Penalty: 2563.342773
	Iteration 18Q: 3 clusters Score -277877.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -277886.656250 Penalty: 2563.342773
	Iteration 19Q: 3 clusters Score -277886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -277897.406250 Penalty: 2563.342773
	Iteration 20F: 3 clusters Score -277897.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -277909.312500 Penalty: 2563.342773
	Iteration 21Q: 3 clusters Score -277909.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277921.500000 Penalty: 2563.342773
	Iteration 22Q: 3 clusters Score -277921.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -277930.968750 Penalty: 2563.342773
	Iteration 23Q: 3 clusters Score -277931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -277943.187500 Penalty: 2563.342773
	Iteration 24Q: 3 clusters Score -277943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -277957.437500 Penalty: 2563.342773
	Iteration 25Q: 3 clusters Score -277957.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -277972.437500 Penalty: 2563.342773
	Iteration 26Q: 3 clusters Score -277972.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -277990.531250 Penalty: 2563.342773
	Iteration 27Q: 3 clusters Score -277990.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -278002.406250 Penalty: 2563.342773
	Iteration 28Q: 3 clusters Score -278002.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -278013.468750 Penalty: 2563.342773
	Iteration 29Q: 3 clusters Score -278013.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -278020.156250 Penalty: 2563.342773
	Iteration 30Q: 3 clusters Score -278020.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -278027.781250 Penalty: 2563.342773
	Iteration 31Q: 3 clusters Score -278027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -278033.875000 Penalty: 2563.342773
	Iteration 32Q: 3 clusters Score -278033.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -278040.531250 Penalty: 2563.342773
	Iteration 33Q: 3 clusters Score -278040.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -278049.281250 Penalty: 2563.342773
	Iteration 34Q: 3 clusters Score -278049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -278054.437500 Penalty: 2563.342773
	Iteration 35Q: 3 clusters Score -278054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -278057.218750 Penalty: 2563.342773
	Iteration 36Q: 3 clusters Score -278057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -278061.406250 Penalty: 2563.342773
	Iteration 37Q: 3 clusters Score -278061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -278065.625000 Penalty: 2563.342773
	Iteration 38Q: 3 clusters Score -278065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -278069.875000 Penalty: 2563.342773
	Iteration 39Q: 3 clusters Score -278069.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -278073.906250 Penalty: 2563.342773
	Iteration 40F: 3 clusters Score -278073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -278078.062500 Penalty: 2563.342773
	Iteration 41Q: 3 clusters Score -278078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -278082.531250 Penalty: 2563.342773
	Iteration 42Q: 3 clusters Score -278082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -278083.468750 Penalty: 2563.342773
	Iteration 43Q: 3 clusters Score -278083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -278083.468750 Penalty: 2563.342773
	Iteration 44F: 3 clusters Score -278083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Entering Unmasked Estep 
Score: -4926027.000000 Penalty: 1740.724121
	Iteration 0F: 2 clusters Score -4926027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4896125.000000 Penalty: 3481.448242
	Iteration 0F: 3 clusters Score -4896125 nChanged 20948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4907893.500000 Penalty: 3481.448242
	Iteration 1F: 3 clusters Score -4907894 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -4908661.500000 Penalty: 3481.448242
	Iteration 2Q: 3 clusters Score -4908662 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4909664.500000 Penalty: 3481.448242
	Iteration 3Q: 3 clusters Score -4909664 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4910815.500000 Penalty: 3481.448242
	Iteration 4Q: 3 clusters Score -4910816 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -4912196.500000 Penalty: 3481.448242
	Iteration 5F: 3 clusters Score -4912196 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -4913814.000000 Penalty: 3481.448242
	Iteration 6F: 3 clusters Score -4913814 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4915694.500000 Penalty: 3481.448242
	Iteration 7F: 3 clusters Score -4915694 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4917525.000000 Penalty: 3481.448242
	Iteration 8F: 3 clusters Score -4917525 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4919127.500000 Penalty: 3481.448242
	Iteration 9Q: 3 clusters Score -4919128 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4920377.500000 Penalty: 3481.448242
	Iteration 10Q: 3 clusters Score -4920378 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4921277.500000 Penalty: 3481.448242
	Iteration 11Q: 3 clusters Score -4921278 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4921983.000000 Penalty: 3481.448242
	Iteration 12Q: 3 clusters Score -4921983 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -4922457.000000 Penalty: 3481.448242
	Iteration 13Q: 3 clusters Score -4922457 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4922866.500000 Penalty: 3481.448242
	Iteration 14Q: 3 clusters Score -4922866 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -4923240.500000 Penalty: 3481.448242
	Iteration 15Q: 3 clusters Score -4923240 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -4923541.000000 Penalty: 3481.448242
	Iteration 16Q: 3 clusters Score -4923541 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -4923723.500000 Penalty: 3481.448242
	Iteration 17Q: 3 clusters Score -4923724 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -4923894.500000 Penalty: 3481.448242
	Iteration 18Q: 3 clusters Score -4923894 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -4924022.000000 Penalty: 3481.448242
	Iteration 19Q: 3 clusters Score -4924022 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -4924134.500000 Penalty: 3481.448242
	Iteration 20F: 3 clusters Score -4924134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -4924202.500000 Penalty: 3481.448242
	Iteration 21Q: 3 clusters Score -4924202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -4924251.000000 Penalty: 3481.448242
	Iteration 22Q: 3 clusters Score -4924251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -4924295.000000 Penalty: 3481.448242
	Iteration 23Q: 3 clusters Score -4924295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -4924333.500000 Penalty: 3481.448242
	Iteration 24Q: 3 clusters Score -4924334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -4924375.000000 Penalty: 3481.448242
	Iteration 25Q: 3 clusters Score -4924375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -4924408.500000 Penalty: 3481.448242
	Iteration 26Q: 3 clusters Score -4924408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -4924442.500000 Penalty: 3481.448242
	Iteration 27Q: 3 clusters Score -4924442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -4924447.000000 Penalty: 3481.448242
	Iteration 28Q: 3 clusters Score -4924447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -4924475.500000 Penalty: 3481.448242
	Iteration 29Q: 3 clusters Score -4924476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -4924497.500000 Penalty: 3481.448242
	Iteration 30Q: 3 clusters Score -4924498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -4924508.500000 Penalty: 3481.448242
	Iteration 31Q: 3 clusters Score -4924508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -4924520.000000 Penalty: 3481.448242
	Iteration 32Q: 3 clusters Score -4924520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -4924526.500000 Penalty: 3481.448242
	Iteration 33Q: 3 clusters Score -4924526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -4924529.000000 Penalty: 3481.448242
	Iteration 34Q: 3 clusters Score -4924529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -4924532.000000 Penalty: 3481.448242
	Iteration 35Q: 3 clusters Score -4924532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -4924526.500000 Penalty: 3481.448242
	Iteration 36Q: 3 clusters Score -4924526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -4924535.500000 Penalty: 3481.448242
	Iteration 37Q: 3 clusters Score -4924536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -4924537.500000 Penalty: 3481.448242
	Iteration 38Q: 3 clusters Score -4924538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -4924542.000000 Penalty: 3481.448242
	Iteration 39Q: 3 clusters Score -4924542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -4924545.000000 Penalty: 3481.448242
	Iteration 40F: 3 clusters Score -4924545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -4924550.000000 Penalty: 3481.448242
	Iteration 41Q: 3 clusters Score -4924550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -4924554.500000 Penalty: 3481.448242
	Iteration 42Q: 3 clusters Score -4924554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -4924552.000000 Penalty: 3481.448242
	Iteration 43Q: 3 clusters Score -4924552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -4924551.500000 Penalty: 3481.448242
	Iteration 44Q: 3 clusters Score -4924552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -4924552.000000 Penalty: 3481.448242
	Iteration 45Q: 3 clusters Score -4924552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -4924552.000000 Penalty: 3481.448242
	Iteration 46F: 3 clusters Score -4924552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Entering Unmasked Estep 
Score: -3394498.000000 Penalty: 1679.523560
	Iteration 0F: 2 clusters Score -3394498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3373729.500000 Penalty: 3359.047119
	Iteration 0F: 3 clusters Score -3373730 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3381585.750000 Penalty: 3359.047119
	Iteration 1F: 3 clusters Score -3381586 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3382018.250000 Penalty: 3359.047119
	Iteration 2Q: 3 clusters Score -3382018 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3382440.250000 Penalty: 3359.047119
	Iteration 3Q: 3 clusters Score -3382440 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3382944.000000 Penalty: 3359.047119
	Iteration 4Q: 3 clusters Score -3382944 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3383492.250000 Penalty: 3359.047119
	Iteration 5Q: 3 clusters Score -3383492 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3384170.500000 Penalty: 3359.047119
	Iteration 6Q: 3 clusters Score -3384170 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3385055.750000 Penalty: 3359.047119
	Iteration 7Q: 3 clusters Score -3385056 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3386202.750000 Penalty: 3359.047119
	Iteration 8F: 3 clusters Score -3386203 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3387430.750000 Penalty: 3359.047119
	Iteration 9F: 3 clusters Score -3387431 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3388464.250000 Penalty: 3359.047119
	Iteration 10Q: 3 clusters Score -3388464 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3389278.250000 Penalty: 3359.047119
	Iteration 11Q: 3 clusters Score -3389278 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3389750.750000 Penalty: 3359.047119
	Iteration 12Q: 3 clusters Score -3389751 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3390075.000000 Penalty: 3359.047119
	Iteration 13Q: 3 clusters Score -3390075 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3390336.000000 Penalty: 3359.047119
	Iteration 14Q: 3 clusters Score -3390336 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3390581.500000 Penalty: 3359.047119
	Iteration 15Q: 3 clusters Score -3390582 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3390822.250000 Penalty: 3359.047119
	Iteration 16Q: 3 clusters Score -3390822 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3391000.000000 Penalty: 3359.047119
	Iteration 17Q: 3 clusters Score -3391000 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3391170.500000 Penalty: 3359.047119
	Iteration 18Q: 3 clusters Score -3391170 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3391317.000000 Penalty: 3359.047119
	Iteration 19Q: 3 clusters Score -3391317 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3391469.750000 Penalty: 3359.047119
	Iteration 20F: 3 clusters Score -3391470 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3391624.750000 Penalty: 3359.047119
	Iteration 21Q: 3 clusters Score -3391625 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3391766.750000 Penalty: 3359.047119
	Iteration 22Q: 3 clusters Score -3391767 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3391918.250000 Penalty: 3359.047119
	Iteration 23Q: 3 clusters Score -3391918 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3392032.750000 Penalty: 3359.047119
	Iteration 24Q: 3 clusters Score -3392033 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3392130.250000 Penalty: 3359.047119
	Iteration 25Q: 3 clusters Score -3392130 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3392247.000000 Penalty: 3359.047119
	Iteration 26Q: 3 clusters Score -3392247 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3392326.000000 Penalty: 3359.047119
	Iteration 27Q: 3 clusters Score -3392326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3392398.750000 Penalty: 3359.047119
	Iteration 28Q: 3 clusters Score -3392399 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3392479.000000 Penalty: 3359.047119
	Iteration 29Q: 3 clusters Score -3392479 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3392542.500000 Penalty: 3359.047119
	Iteration 30Q: 3 clusters Score -3392542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3392595.750000 Penalty: 3359.047119
	Iteration 31Q: 3 clusters Score -3392596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3392624.000000 Penalty: 3359.047119
	Iteration 32Q: 3 clusters Score -3392624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3392655.750000 Penalty: 3359.047119
	Iteration 33Q: 3 clusters Score -3392656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3392683.250000 Penalty: 3359.047119
	Iteration 34Q: 3 clusters Score -3392683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3392715.000000 Penalty: 3359.047119
	Iteration 35Q: 3 clusters Score -3392715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3392760.250000 Penalty: 3359.047119
	Iteration 36Q: 3 clusters Score -3392760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3392788.250000 Penalty: 3359.047119
	Iteration 37Q: 3 clusters Score -3392788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3392814.000000 Penalty: 3359.047119
	Iteration 38Q: 3 clusters Score -3392814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3392835.250000 Penalty: 3359.047119
	Iteration 39Q: 3 clusters Score -3392835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3392863.500000 Penalty: 3359.047119
	Iteration 40F: 3 clusters Score -3392864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3392876.250000 Penalty: 3359.047119
	Iteration 41Q: 3 clusters Score -3392876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3392893.250000 Penalty: 3359.047119
	Iteration 42Q: 3 clusters Score -3392893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3392906.000000 Penalty: 3359.047119
	Iteration 43Q: 3 clusters Score -3392906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3392906.500000 Penalty: 3359.047119
	Iteration 44Q: 3 clusters Score -3392906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3392917.000000 Penalty: 3359.047119
	Iteration 45Q: 3 clusters Score -3392917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3392922.750000 Penalty: 3359.047119
	Iteration 46Q: 3 clusters Score -3392923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3392925.500000 Penalty: 3359.047119
	Iteration 47Q: 3 clusters Score -3392926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3392935.000000 Penalty: 3359.047119
	Iteration 48Q: 3 clusters Score -3392935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3392942.750000 Penalty: 3359.047119
	Iteration 49Q: 3 clusters Score -3392943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3392942.500000 Penalty: 3359.047119
	Iteration 50Q: 3 clusters Score -3392942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3392950.750000 Penalty: 3359.047119
	Iteration 51Q: 3 clusters Score -3392951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3392953.750000 Penalty: 3359.047119
	Iteration 52Q: 3 clusters Score -3392954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3392958.750000 Penalty: 3359.047119
	Iteration 53Q: 3 clusters Score -3392959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3392962.750000 Penalty: 3359.047119
	Iteration 54Q: 3 clusters Score -3392963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3392968.250000 Penalty: 3359.047119
	Iteration 55Q: 3 clusters Score -3392968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3392974.000000 Penalty: 3359.047119
	Iteration 56Q: 3 clusters Score -3392974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3392974.250000 Penalty: 3359.047119
	Iteration 57Q: 3 clusters Score -3392974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3392970.500000 Penalty: 3359.047119
	Iteration 58Q: 3 clusters Score -3392970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3392971.000000 Penalty: 3359.047119
	Iteration 59Q: 3 clusters Score -3392971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3392971.000000 Penalty: 3359.047119
	Iteration 60F: 3 clusters Score -3392971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Entering Unmasked Estep 
Score: -13415379.000000 Penalty: 1903.465820
	Iteration 0F: 2 clusters Score -1.341538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -13333730.000000 Penalty: 3806.931641
	Iteration 0F: 3 clusters Score -1.333373e+07 nChanged 58518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -13369712.000000 Penalty: 3806.931641
	Iteration 1F: 3 clusters Score -1.336971e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -13371869.000000 Penalty: 3806.931641
	Iteration 2Q: 3 clusters Score -1.337187e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -13374955.000000 Penalty: 3806.931641
	Iteration 3F: 3 clusters Score -1.337496e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -13379747.000000 Penalty: 3806.931641
	Iteration 4F: 3 clusters Score -1.337975e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -13386640.000000 Penalty: 3806.931641
	Iteration 5F: 3 clusters Score -1.338664e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -13394337.000000 Penalty: 3806.931641
	Iteration 6F: 3 clusters Score -1.339434e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -13401107.000000 Penalty: 3806.931641
	Iteration 7F: 3 clusters Score -1.340111e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -13405347.000000 Penalty: 3806.931641
	Iteration 8Q: 3 clusters Score -1.340535e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -13407442.000000 Penalty: 3806.931641
	Iteration 9Q: 3 clusters Score -1.340744e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -13408892.000000 Penalty: 3806.931641
	Iteration 10Q: 3 clusters Score -1.340889e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -13409872.000000 Penalty: 3806.931641
	Iteration 11Q: 3 clusters Score -1.340987e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -13410624.000000 Penalty: 3806.931641
	Iteration 12Q: 3 clusters Score -1.341062e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -13411084.000000 Penalty: 3806.931641
	Iteration 13Q: 3 clusters Score -1.341108e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -13411341.000000 Penalty: 3806.931641
	Iteration 14Q: 3 clusters Score -1.341134e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -13411734.000000 Penalty: 3806.931641
	Iteration 15Q: 3 clusters Score -1.341173e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -13412073.000000 Penalty: 3806.931641
	Iteration 16Q: 3 clusters Score -1.341207e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -13412297.000000 Penalty: 3806.931641
	Iteration 17Q: 3 clusters Score -1.34123e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -13412496.000000 Penalty: 3806.931641
	Iteration 18Q: 3 clusters Score -1.34125e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -13412707.000000 Penalty: 3806.931641
	Iteration 19Q: 3 clusters Score -1.341271e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -13412878.000000 Penalty: 3806.931641
	Iteration 20F: 3 clusters Score -1.341288e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -13413015.000000 Penalty: 3806.931641
	Iteration 21Q: 3 clusters Score -1.341302e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -13413120.000000 Penalty: 3806.931641
	Iteration 22Q: 3 clusters Score -1.341312e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -13413213.000000 Penalty: 3806.931641
	Iteration 23Q: 3 clusters Score -1.341321e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113769 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -13413322.000000 Penalty: 3806.931641
	Iteration 24Q: 3 clusters Score -1.341332e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -13413410.000000 Penalty: 3806.931641
	Iteration 25Q: 3 clusters Score -1.341341e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -13413501.000000 Penalty: 3806.931641
	Iteration 26Q: 3 clusters Score -1.34135e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -13413568.000000 Penalty: 3806.931641
	Iteration 27Q: 3 clusters Score -1.341357e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -13413597.000000 Penalty: 3806.931641
	Iteration 28Q: 3 clusters Score -1.34136e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -13413629.000000 Penalty: 3806.931641
	Iteration 29Q: 3 clusters Score -1.341363e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -13413694.000000 Penalty: 3806.931641
	Iteration 30Q: 3 clusters Score -1.341369e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -13413749.000000 Penalty: 3806.931641
	Iteration 31Q: 3 clusters Score -1.341375e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -13413805.000000 Penalty: 3806.931641
	Iteration 32Q: 3 clusters Score -1.34138e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116423 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -13413887.000000 Penalty: 3806.931641
	Iteration 33Q: 3 clusters Score -1.341389e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -13413884.000000 Penalty: 3806.931641
	Iteration 34Q: 3 clusters Score -1.341388e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -13413958.000000 Penalty: 3806.931641
	Iteration 35Q: 3 clusters Score -1.341396e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -13414020.000000 Penalty: 3806.931641
	Iteration 36Q: 3 clusters Score -1.341402e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -13414051.000000 Penalty: 3806.931641
	Iteration 37Q: 3 clusters Score -1.341405e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -13414093.000000 Penalty: 3806.931641
	Iteration 38Q: 3 clusters Score -1.341409e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -13414101.000000 Penalty: 3806.931641
	Iteration 39Q: 3 clusters Score -1.34141e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -13414121.000000 Penalty: 3806.931641
	Iteration 40F: 3 clusters Score -1.341412e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -13414145.000000 Penalty: 3806.931641
	Iteration 41Q: 3 clusters Score -1.341414e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -13414181.000000 Penalty: 3806.931641
	Iteration 42Q: 3 clusters Score -1.341418e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -13414183.000000 Penalty: 3806.931641
	Iteration 43Q: 3 clusters Score -1.341418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -13414193.000000 Penalty: 3806.931641
	Iteration 44Q: 3 clusters Score -1.341419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -13414204.000000 Penalty: 3806.931641
	Iteration 45Q: 3 clusters Score -1.34142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -13414193.000000 Penalty: 3806.931641
	Iteration 46Q: 3 clusters Score -1.341419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -13414205.000000 Penalty: 3806.931641
	Iteration 47Q: 3 clusters Score -1.34142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -13414235.000000 Penalty: 3806.931641
	Iteration 48Q: 3 clusters Score -1.341424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -13414235.000000 Penalty: 3806.931641
	Iteration 49Q: 3 clusters Score -1.341424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -13414237.000000 Penalty: 3806.931641
	Iteration 50Q: 3 clusters Score -1.341424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118149 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -13414251.000000 Penalty: 3806.931641
	Iteration 51Q: 3 clusters Score -1.341425e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -13414250.000000 Penalty: 3806.931641
	Iteration 52Q: 3 clusters Score -1.341425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -13414246.000000 Penalty: 3806.931641
	Iteration 53Q: 3 clusters Score -1.341425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13414215.000000 Penalty: 3806.931641
	Iteration 54Q: 3 clusters Score -1.341422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -13414229.000000 Penalty: 3806.931641
	Iteration 55Q: 3 clusters Score -1.341423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118259 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13414227.000000 Penalty: 3806.931641
	Iteration 56Q: 3 clusters Score -1.341423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -13414214.000000 Penalty: 3806.931641
	Iteration 57Q: 3 clusters Score -1.341421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -13414222.000000 Penalty: 3806.931641
	Iteration 58Q: 3 clusters Score -1.341422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -13414229.000000 Penalty: 3806.931641
	Iteration 59Q: 3 clusters Score -1.341423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118338 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -13414221.000000 Penalty: 3806.931641
	Iteration 60F: 3 clusters Score -1.341422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -13414222.000000 Penalty: 3806.931641
	Iteration 61Q: 3 clusters Score -1.341422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -13414239.000000 Penalty: 3806.931641
	Iteration 62Q: 3 clusters Score -1.341424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -13414236.000000 Penalty: 3806.931641
	Iteration 63Q: 3 clusters Score -1.341424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118468 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -13414256.000000 Penalty: 3806.931641
	Iteration 64Q: 3 clusters Score -1.341426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -13414250.000000 Penalty: 3806.931641
	Iteration 65Q: 3 clusters Score -1.341425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -13414256.000000 Penalty: 3806.931641
	Iteration 66Q: 3 clusters Score -1.341426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118532 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -13414280.000000 Penalty: 3806.931641
	Iteration 67Q: 3 clusters Score -1.341428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -13414271.000000 Penalty: 3806.931641
	Iteration 68Q: 3 clusters Score -1.341427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -13414272.000000 Penalty: 3806.931641
	Iteration 69Q: 3 clusters Score -1.341427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13414291.000000 Penalty: 3806.931641
	Iteration 70Q: 3 clusters Score -1.341429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -13414284.000000 Penalty: 3806.931641
	Iteration 71Q: 3 clusters Score -1.341428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -13414284.000000 Penalty: 3806.931641
	Iteration 72Q: 3 clusters Score -1.341428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118609 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -13414273.000000 Penalty: 3806.931641
	Iteration 73Q: 3 clusters Score -1.341427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -13414268.000000 Penalty: 3806.931641
	Iteration 74Q: 3 clusters Score -1.341427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118649 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -13414276.000000 Penalty: 3806.931641
	Iteration 75Q: 3 clusters Score -1.341428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118670 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13414289.000000 Penalty: 3806.931641
	Iteration 76Q: 3 clusters Score -1.341429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -13414290.000000 Penalty: 3806.931641
	Iteration 77Q: 3 clusters Score -1.341429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -13414294.000000 Penalty: 3806.931641
	Iteration 78Q: 3 clusters Score -1.341429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118697 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -13414288.000000 Penalty: 3806.931641
	Iteration 79Q: 3 clusters Score -1.341429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -13414290.000000 Penalty: 3806.931641
	Iteration 80F: 3 clusters Score -1.341429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -13414292.000000 Penalty: 3806.931641
	Iteration 81Q: 3 clusters Score -1.341429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -13414278.000000 Penalty: 3806.931641
	Iteration 82Q: 3 clusters Score -1.341428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -13414281.000000 Penalty: 3806.931641
	Iteration 83Q: 3 clusters Score -1.341428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -13414284.000000 Penalty: 3806.931641
	Iteration 84Q: 3 clusters Score -1.341428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -13414297.000000 Penalty: 3806.931641
	Iteration 85Q: 3 clusters Score -1.34143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -13414295.000000 Penalty: 3806.931641
	Iteration 86Q: 3 clusters Score -1.34143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -13414291.000000 Penalty: 3806.931641
	Iteration 87Q: 3 clusters Score -1.341429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -13414292.000000 Penalty: 3806.931641
	Iteration 88Q: 3 clusters Score -1.341429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -13414296.000000 Penalty: 3806.931641
	Iteration 89Q: 3 clusters Score -1.34143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -13414293.000000 Penalty: 3806.931641
	Iteration 90Q: 3 clusters Score -1.341429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13414292.000000 Penalty: 3806.931641
	Iteration 91Q: 3 clusters Score -1.341429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -13414296.000000 Penalty: 3806.931641
	Iteration 92Q: 3 clusters Score -1.34143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -13414299.000000 Penalty: 3806.931641
	Iteration 93Q: 3 clusters Score -1.34143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -13414291.000000 Penalty: 3806.931641
	Iteration 94Q: 3 clusters Score -1.341429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -13414298.000000 Penalty: 3806.931641
	Iteration 95Q: 3 clusters Score -1.34143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -13414301.000000 Penalty: 3806.931641
	Iteration 96Q: 3 clusters Score -1.34143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -13414313.000000 Penalty: 3806.931641
	Iteration 97Q: 3 clusters Score -1.341431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -13414307.000000 Penalty: 3806.931641
	Iteration 98Q: 3 clusters Score -1.341431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118804 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -13414303.000000 Penalty: 3806.931641
	Iteration 99Q: 3 clusters Score -1.34143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -13414300.000000 Penalty: 3806.931641
	Iteration 100F: 3 clusters Score -1.34143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -13414302.000000 Penalty: 3806.931641
	Iteration 101Q: 3 clusters Score -1.34143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -13414308.000000 Penalty: 3806.931641
	Iteration 102Q: 3 clusters Score -1.341431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -13414310.000000 Penalty: 3806.931641
	Iteration 103Q: 3 clusters Score -1.341431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -13414306.000000 Penalty: 3806.931641
	Iteration 104Q: 3 clusters Score -1.341431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118819 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -13414302.000000 Penalty: 3806.931641
	Iteration 105Q: 3 clusters Score -1.34143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -13414308.000000 Penalty: 3806.931641
	Iteration 106Q: 3 clusters Score -1.341431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -13414309.000000 Penalty: 3806.931641
	Iteration 107Q: 3 clusters Score -1.341431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -13414307.000000 Penalty: 3806.931641
	Iteration 108Q: 3 clusters Score -1.341431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -13414309.000000 Penalty: 3806.931641
	Iteration 109Q: 3 clusters Score -1.341431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118855 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -13414305.000000 Penalty: 3806.931641
	Iteration 110Q: 3 clusters Score -1.34143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -13414298.000000 Penalty: 3806.931641
	Iteration 111Q: 3 clusters Score -1.34143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -13414320.000000 Penalty: 3806.931641
	Iteration 112Q: 3 clusters Score -1.341432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -13414320.000000 Penalty: 3806.931641
	Iteration 113Q: 3 clusters Score -1.341432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -13414322.000000 Penalty: 3806.931641
	Iteration 114Q: 3 clusters Score -1.341432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -13414324.000000 Penalty: 3806.931641
	Iteration 115Q: 3 clusters Score -1.341432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -13414328.000000 Penalty: 3806.931641
	Iteration 116Q: 3 clusters Score -1.341433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -13414311.000000 Penalty: 3806.931641
	Iteration 117Q: 3 clusters Score -1.341431e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -13414322.000000 Penalty: 3806.931641
	Iteration 118Q: 3 clusters Score -1.341432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118966 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -13414305.000000 Penalty: 3806.931641
	Iteration 119Q: 3 clusters Score -1.34143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -13414311.000000 Penalty: 3806.931641
	Iteration 120F: 3 clusters Score -1.341431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -13414297.000000 Penalty: 3806.931641
	Iteration 121Q: 3 clusters Score -1.34143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -13414292.000000 Penalty: 3806.931641
	Iteration 122Q: 3 clusters Score -1.341429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13414293.000000 Penalty: 3806.931641
	Iteration 123Q: 3 clusters Score -1.341429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119121 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13414307.000000 Penalty: 3806.931641
	Iteration 124Q: 3 clusters Score -1.341431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -13414297.000000 Penalty: 3806.931641
	Iteration 125Q: 3 clusters Score -1.34143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -13414285.000000 Penalty: 3806.931641
	Iteration 126Q: 3 clusters Score -1.341428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -13414303.000000 Penalty: 3806.931641
	Iteration 127Q: 3 clusters Score -1.34143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -13414306.000000 Penalty: 3806.931641
	Iteration 128Q: 3 clusters Score -1.341431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119207 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13414320.000000 Penalty: 3806.931641
	Iteration 129Q: 3 clusters Score -1.341432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -13414289.000000 Penalty: 3806.931641
	Iteration 130Q: 3 clusters Score -1.341429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -13414272.000000 Penalty: 3806.931641
	Iteration 131Q: 3 clusters Score -1.341427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -13414285.000000 Penalty: 3806.931641
	Iteration 132Q: 3 clusters Score -1.341428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119313 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13414280.000000 Penalty: 3806.931641
	Iteration 133Q: 3 clusters Score -1.341428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13414313.000000 Penalty: 3806.931641
	Iteration 134Q: 3 clusters Score -1.341431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -13414306.000000 Penalty: 3806.931641
	Iteration 135Q: 3 clusters Score -1.341431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -13414299.000000 Penalty: 3806.931641
	Iteration 136Q: 3 clusters Score -1.34143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119408 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -13414320.000000 Penalty: 3806.931641
	Iteration 137Q: 3 clusters Score -1.341432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13414321.000000 Penalty: 3806.931641
	Iteration 138Q: 3 clusters Score -1.341432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -13414315.000000 Penalty: 3806.931641
	Iteration 139Q: 3 clusters Score -1.341432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13414314.000000 Penalty: 3806.931641
	Iteration 140F: 3 clusters Score -1.341431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119482 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -13414315.000000 Penalty: 3806.931641
	Iteration 141Q: 3 clusters Score -1.341432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -13414304.000000 Penalty: 3806.931641
	Iteration 142Q: 3 clusters Score -1.34143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119519 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13414287.000000 Penalty: 3806.931641
	Iteration 143Q: 3 clusters Score -1.341429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119535 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -13414280.000000 Penalty: 3806.931641
	Iteration 144Q: 3 clusters Score -1.341428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -13414280.000000 Penalty: 3806.931641
	Iteration 145Q: 3 clusters Score -1.341428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13414289.000000 Penalty: 3806.931641
	Iteration 146Q: 3 clusters Score -1.341429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -13414291.000000 Penalty: 3806.931641
	Iteration 147Q: 3 clusters Score -1.341429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119595 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -13414310.000000 Penalty: 3806.931641
	Iteration 148Q: 3 clusters Score -1.341431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -13414308.000000 Penalty: 3806.931641
	Iteration 149Q: 3 clusters Score -1.341431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13414305.000000 Penalty: 3806.931641
	Iteration 150Q: 3 clusters Score -1.34143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -13414316.000000 Penalty: 3806.931641
	Iteration 151Q: 3 clusters Score -1.341432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13414324.000000 Penalty: 3806.931641
	Iteration 152Q: 3 clusters Score -1.341432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -13414330.000000 Penalty: 3806.931641
	Iteration 153Q: 3 clusters Score -1.341433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13414337.000000 Penalty: 3806.931641
	Iteration 154Q: 3 clusters Score -1.341434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -13414332.000000 Penalty: 3806.931641
	Iteration 155Q: 3 clusters Score -1.341433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -13414351.000000 Penalty: 3806.931641
	Iteration 156Q: 3 clusters Score -1.341435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13414349.000000 Penalty: 3806.931641
	Iteration 157Q: 3 clusters Score -1.341435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -13414354.000000 Penalty: 3806.931641
	Iteration 158Q: 3 clusters Score -1.341435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13414356.000000 Penalty: 3806.931641
	Iteration 159Q: 3 clusters Score -1.341436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119727 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -13414359.000000 Penalty: 3806.931641
	Iteration 160F: 3 clusters Score -1.341436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119730 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -13414348.000000 Penalty: 3806.931641
	Iteration 161Q: 3 clusters Score -1.341435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -13414348.000000 Penalty: 3806.931641
	Iteration 162Q: 3 clusters Score -1.341435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -13414360.000000 Penalty: 3806.931641
	Iteration 163Q: 3 clusters Score -1.341436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119737 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13414355.000000 Penalty: 3806.931641
	Iteration 164Q: 3 clusters Score -1.341436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13414348.000000 Penalty: 3806.931641
	Iteration 165Q: 3 clusters Score -1.341435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13414348.000000 Penalty: 3806.931641
	Iteration 166F: 3 clusters Score -1.341435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -393001.718750 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -393001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -389926.843750 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -389926.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -390688.062500 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -390688.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -390905.937500 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -390905.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -391152.187500 Penalty: 2659.059326
	Iteration 3F: 3 clusters Score -391152.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -391348.062500 Penalty: 2659.059326
	Iteration 4Q: 3 clusters Score -391348.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -391484.093750 Penalty: 2659.059326
	Iteration 5Q: 3 clusters Score -391484.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -391568.375000 Penalty: 2659.059326
	Iteration 6Q: 3 clusters Score -391568.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -391634.781250 Penalty: 2659.059326
	Iteration 7Q: 3 clusters Score -391634.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -391693.562500 Penalty: 2659.059326
	Iteration 8Q: 3 clusters Score -391693.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -391750.812500 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -391750.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -391790.687500 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -391790.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -391830.531250 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -391830.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -391872.843750 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -391872.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -391906.312500 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -391906.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -391935.406250 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -391935.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -391961.843750 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -391961.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -391980.812500 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -391980.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -391998.500000 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -391998.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -392014.750000 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -392014.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -392029.937500 Penalty: 2659.059326
	Iteration 19Q: 3 clusters Score -392029.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -392040.437500 Penalty: 2659.059326
	Iteration 20F: 3 clusters Score -392040.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -392051.875000 Penalty: 2659.059326
	Iteration 21Q: 3 clusters Score -392051.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -392061.343750 Penalty: 2659.059326
	Iteration 22Q: 3 clusters Score -392061.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -392072.625000 Penalty: 2659.059326
	Iteration 23Q: 3 clusters Score -392072.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -392082.062500 Penalty: 2659.059326
	Iteration 24Q: 3 clusters Score -392082.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -392095.156250 Penalty: 2659.059326
	Iteration 25Q: 3 clusters Score -392095.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -392107.937500 Penalty: 2659.059326
	Iteration 26Q: 3 clusters Score -392107.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -392116.000000 Penalty: 2659.059326
	Iteration 27Q: 3 clusters Score -392116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -392129.343750 Penalty: 2659.059326
	Iteration 28Q: 3 clusters Score -392129.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -392152.437500 Penalty: 2659.059326
	Iteration 29Q: 3 clusters Score -392152.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -392181.906250 Penalty: 2659.059326
	Iteration 30Q: 3 clusters Score -392181.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -392223.968750 Penalty: 2659.059326
	Iteration 31Q: 3 clusters Score -392224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -392280.343750 Penalty: 2659.059326
	Iteration 32Q: 3 clusters Score -392280.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -392341.000000 Penalty: 2659.059326
	Iteration 33Q: 3 clusters Score -392341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -392396.125000 Penalty: 2659.059326
	Iteration 34Q: 3 clusters Score -392396.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -392465.812500 Penalty: 2659.059326
	Iteration 35Q: 3 clusters Score -392465.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -392540.375000 Penalty: 2659.059326
	Iteration 36Q: 3 clusters Score -392540.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -392643.500000 Penalty: 2659.059326
	Iteration 37Q: 3 clusters Score -392643.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -392752.250000 Penalty: 2659.059326
	Iteration 38Q: 3 clusters Score -392752.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -392845.250000 Penalty: 2659.059326
	Iteration 39Q: 3 clusters Score -392845.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -392904.625000 Penalty: 2659.059326
	Iteration 40F: 3 clusters Score -392904.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -392953.937500 Penalty: 2659.059326
	Iteration 41Q: 3 clusters Score -392953.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -392995.125000 Penalty: 2659.059326
	Iteration 42Q: 3 clusters Score -392995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -393024.187500 Penalty: 2659.059326
	Iteration 43Q: 3 clusters Score -393024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -393037.781250 Penalty: 2659.059326
	Iteration 44Q: 3 clusters Score -393037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -393044.875000 Penalty: 2659.059326
	Iteration 45Q: 3 clusters Score -393044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -393050.218750 Penalty: 2659.059326
	Iteration 46Q: 3 clusters Score -393050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -393051.656250 Penalty: 2659.059326
	Iteration 47Q: 3 clusters Score -393051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -393054.812500 Penalty: 2659.059326
	Iteration 48Q: 3 clusters Score -393054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -393061.218750 Penalty: 2659.059326
	Iteration 49Q: 3 clusters Score -393061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -393066.343750 Penalty: 2659.059326
	Iteration 50Q: 3 clusters Score -393066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -393067.750000 Penalty: 2659.059326
	Iteration 51Q: 3 clusters Score -393067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -393067.750000 Penalty: 2659.059326
	Iteration 52F: 3 clusters Score -393067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 3354 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 54789 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 59506 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 123100 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 162188 members 
Mstep: Class 13 contains 133937 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 83864 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 20 contains 44898 members 
Mstep: Class 21 contains 30808 members 
Mstep: Class 22 contains 122227 members 
Mstep: Class 23 contains 221 members 
Entering Unmasked Estep 
Score: -98873856.000000 Penalty: 44658.785156
Splitting cluster 23 changes total score from -98874720.000000 to -98873856.000000
So it's not getting split.
--- Evaluating fit on full set of 2785050 points ---
Entering Unmasked Estep 
Score: -296268640.000000 Penalty: 45817.808594
24->20 Clusters: Score -296268640.000000, best is -296268480.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 928350 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 38348 members 
Mstep: Class 3 contains 38692 members 
Mstep: Class 4 contains 38584 members 
Mstep: Class 5 contains 38486 members 
Mstep: Class 6 contains 38491 members 
Mstep: Class 7 contains 39032 members 
Mstep: Class 8 contains 38689 members 
Mstep: Class 9 contains 38680 members 
Mstep: Class 10 contains 38476 members 
Mstep: Class 11 contains 38297 members 
Mstep: Class 12 contains 38778 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 38611 members 
Mstep: Class 15 contains 38589 members 
Mstep: Class 16 contains 39003 members 
Mstep: Class 17 contains 38417 members 
Mstep: Class 18 contains 38848 members 
Mstep: Class 19 contains 38650 members 
Mstep: Class 20 contains 38584 members 
Mstep: Class 21 contains 38964 members 
Mstep: Class 22 contains 38843 members 
Mstep: Class 23 contains 38656 members 
Mstep: Class 24 contains 38719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 392.626282 but Gain 2232.937500
Score: -95201504.000000 Penalty: 51357.601562
Iteration 0F: 24 clusters Score -9.52015e+07 nChanged 885537
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 20254 members 
Mstep: Class 3 contains 35897 members 
Mstep: Class 4 contains 16374 members 
Mstep: Class 5 contains 22463 members 
Mstep: Class 6 contains 24270 members 
Mstep: Class 7 contains 95936 members 
Mstep: Class 8 contains 36562 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 23684 members 
Mstep: Class 11 contains 28287 members 
Mstep: Class 12 contains 101201 members 
Mstep: Class 13 contains 48321 members 
Mstep: Class 14 contains 32085 members 
Mstep: Class 15 contains 28543 members 
Mstep: Class 16 contains 34004 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 26695 members 
Mstep: Class 19 contains 67082 members 
Mstep: Class 20 contains 23136 members 
Mstep: Class 21 contains 25721 members 
Mstep: Class 23 contains 53605 members 
Mstep: Class 24 contains 27709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97491336.000000 Penalty: 51357.601562
Iteration 1F: 24 clusters Score -9.749134e+07 nChanged 312184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 14628 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 13105 members 
Mstep: Class 5 contains 16051 members 
Mstep: Class 6 contains 24594 members 
Mstep: Class 7 contains 100875 members 
Mstep: Class 8 contains 35411 members 
Mstep: Class 9 contains 35165 members 
Mstep: Class 10 contains 18311 members 
Mstep: Class 11 contains 28426 members 
Mstep: Class 12 contains 133706 members 
Mstep: Class 13 contains 47226 members 
Mstep: Class 14 contains 28886 members 
Mstep: Class 15 contains 21444 members 
Mstep: Class 16 contains 33676 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 65237 members 
Mstep: Class 20 contains 20198 members 
Mstep: Class 21 contains 16331 members 
Mstep: Class 23 contains 73972 members 
Mstep: Class 24 contains 22494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97960944.000000 Penalty: 51357.601562
Iteration 2F: 24 clusters Score -9.796094e+07 nChanged 232904
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 10053 members 
Mstep: Class 3 contains 38750 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 10886 members 
Mstep: Class 6 contains 26453 members 
Mstep: Class 7 contains 98900 members 
Mstep: Class 8 contains 28245 members 
Mstep: Class 9 contains 26992 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 28852 members 
Mstep: Class 12 contains 179316 members 
Mstep: Class 13 contains 36119 members 
Mstep: Class 14 contains 24800 members 
Mstep: Class 15 contains 16674 members 
Mstep: Class 16 contains 27130 members 
Mstep: Class 17 contains 14098 members 
Mstep: Class 18 contains 26345 members 
Mstep: Class 19 contains 65802 members 
Mstep: Class 20 contains 17130 members 
Mstep: Class 21 contains 11426 members 
Mstep: Class 23 contains 89876 members 
Mstep: Class 24 contains 17324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98227648.000000 Penalty: 51357.601562
Iteration 3F: 24 clusters Score -9.822765e+07 nChanged 188926
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 143026 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 31549 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 26990 members 
Mstep: Class 7 contains 91050 members 
Mstep: Class 8 contains 20258 members 
Mstep: Class 9 contains 18873 members 
Mstep: Class 10 contains 9975 members 
Mstep: Class 11 contains 25621 members 
Mstep: Class 12 contains 220555 members 
Mstep: Class 13 contains 23899 members 
Mstep: Class 14 contains 21499 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 13687 members 
Mstep: Class 18 contains 27411 members 
Mstep: Class 19 contains 58079 members 
Mstep: Class 20 contains 13558 members 
Mstep: Class 21 contains 7446 members 
Mstep: Class 23 contains 105915 members 
Mstep: Class 24 contains 13524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98400544.000000 Penalty: 51357.601562
Iteration 4F: 24 clusters Score -9.840054e+07 nChanged 152705
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 25106 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 82564 members 
Mstep: Class 8 contains 13816 members 
Mstep: Class 9 contains 12495 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 19730 members 
Mstep: Class 12 contains 240616 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 21056 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 17018 members 
Mstep: Class 17 contains 14031 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 3998 members 
Mstep: Class 23 contains 119049 members 
Mstep: Class 24 contains 11174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1706.725464 but Gain 2232.941406
Score: -98516128.000000 Penalty: 49124.660156
Iteration 5F: 23 clusters Score -9.851613e+07 nChanged 115649
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 222321 members 
Mstep: Class 2 contains 4286 members 
Mstep: Class 3 contains 20188 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 28543 members 
Mstep: Class 7 contains 79293 members 
Mstep: Class 8 contains 9621 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 13522 members 
Mstep: Class 12 contains 243801 members 
Mstep: Class 13 contains 10681 members 
Mstep: Class 14 contains 22500 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 16 contains 14639 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 24932 members 
Mstep: Class 19 contains 45370 members 
Mstep: Class 20 contains 9608 members 
Mstep: Class 23 contains 127621 members 
Mstep: Class 24 contains 9701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2122.993164 but Gain 2232.937500
Score: -98589120.000000 Penalty: 46891.722656
Iteration 6F: 22 clusters Score -9.858912e+07 nChanged 83206
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 243986 members 
Mstep: Class 2 contains 4030 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 2066 members 
Mstep: Class 6 contains 29229 members 
Mstep: Class 7 contains 83386 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 239331 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 24682 members 
Mstep: Class 15 contains 6017 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 14022 members 
Mstep: Class 18 contains 24278 members 
Mstep: Class 19 contains 44090 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 23 contains 131800 members 
Mstep: Class 24 contains 8378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1655.829712 but Gain 2232.937500
Score: -98638368.000000 Penalty: 44658.785156
Iteration 7F: 21 clusters Score -9.863837e+07 nChanged 62213
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 255153 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 11740 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 6 contains 29791 members 
Mstep: Class 7 contains 92169 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 4696 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 232558 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 27152 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 13032 members 
Mstep: Class 18 contains 24471 members 
Mstep: Class 19 contains 44205 members 
Mstep: Class 20 contains 11579 members 
Mstep: Class 23 contains 132761 members 
Mstep: Class 24 contains 6936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98672096.000000 Penalty: 44658.785156
Iteration 8F: 21 clusters Score -9.86721e+07 nChanged 47610
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 260738 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 8006 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 6 contains 30203 members 
Mstep: Class 7 contains 101266 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 4313 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 225224 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 29577 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 9292 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 18 contains 25209 members 
Mstep: Class 19 contains 44753 members 
Mstep: Class 20 contains 13504 members 
Mstep: Class 23 contains 132087 members 
Mstep: Class 24 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98696656.000000 Penalty: 44658.785156
Iteration 9F: 21 clusters Score -9.869666e+07 nChanged 38701
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 263068 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 5236 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 6 contains 30482 members 
Mstep: Class 7 contains 109782 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 218163 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 32055 members 
Mstep: Class 15 contains 6129 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 10426 members 
Mstep: Class 18 contains 26379 members 
Mstep: Class 19 contains 45393 members 
Mstep: Class 20 contains 15465 members 
Mstep: Class 23 contains 130823 members 
Mstep: Class 24 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98714504.000000 Penalty: 44658.785156
Iteration 10Q: 21 clusters Score -9.87145e+07 nChanged 31280
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 263079 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 6 contains 30761 members 
Mstep: Class 7 contains 117357 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 211753 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 34425 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 9083 members 
Mstep: Class 18 contains 27735 members 
Mstep: Class 19 contains 46007 members 
Mstep: Class 20 contains 17261 members 
Mstep: Class 23 contains 129517 members 
Mstep: Class 24 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1984.603760 but Gain 2232.941406
Score: -98729280.000000 Penalty: 42425.843750
Iteration 11Q: 20 clusters Score -9.872928e+07 nChanged 27053
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 262018 members 
Mstep: Class 2 contains 4176 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 6 contains 31216 members 
Mstep: Class 7 contains 124704 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 11 contains 3035 members 
Mstep: Class 12 contains 206442 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 36576 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 5907 members 
Mstep: Class 17 contains 7790 members 
Mstep: Class 18 contains 29103 members 
Mstep: Class 19 contains 46495 members 
Mstep: Class 20 contains 18852 members 
Mstep: Class 23 contains 128435 members 
Mstep: Class 24 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1842.193359 but Gain 2232.937500
Score: -98742648.000000 Penalty: 40192.906250
Iteration 12Q: 19 clusters Score -9.874265e+07 nChanged 22910
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 260135 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 6 contains 31793 members 
Mstep: Class 7 contains 131610 members 
Mstep: Class 9 contains 6038 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 201491 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 38510 members 
Mstep: Class 15 contains 6590 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 30127 members 
Mstep: Class 19 contains 46888 members 
Mstep: Class 20 contains 20214 members 
Mstep: Class 23 contains 127593 members 
Mstep: Class 24 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98751480.000000 Penalty: 40192.906250
Iteration 13Q: 19 clusters Score -9.875148e+07 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 257428 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 6 contains 32544 members 
Mstep: Class 7 contains 137048 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 196573 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 39867 members 
Mstep: Class 15 contains 6631 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 30941 members 
Mstep: Class 19 contains 47189 members 
Mstep: Class 20 contains 21362 members 
Mstep: Class 23 contains 126975 members 
Mstep: Class 24 contains 2754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2202.620605 but Gain 2232.941406
Score: -98757648.000000 Penalty: 37959.964844
Iteration 14Q: 18 clusters Score -9.875765e+07 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254590 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 6 contains 33782 members 
Mstep: Class 7 contains 142335 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 192771 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 41272 members 
Mstep: Class 15 contains 6621 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 19 contains 47378 members 
Mstep: Class 20 contains 22362 members 
Mstep: Class 23 contains 126536 members 
Mstep: Class 24 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98764552.000000 Penalty: 37959.964844
Iteration 15Q: 18 clusters Score -9.876455e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 251503 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 6 contains 34922 members 
Mstep: Class 7 contains 147603 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 188241 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 42124 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 4103 members 
Mstep: Class 18 contains 32170 members 
Mstep: Class 19 contains 47501 members 
Mstep: Class 20 contains 23293 members 
Mstep: Class 23 contains 126076 members 
Mstep: Class 24 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98767040.000000 Penalty: 37959.964844
Iteration 16Q: 18 clusters Score -9.876704e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 248105 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 6 contains 36180 members 
Mstep: Class 7 contains 153315 members 
Mstep: Class 9 contains 8543 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 183795 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 42767 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 32404 members 
Mstep: Class 19 contains 47571 members 
Mstep: Class 20 contains 24167 members 
Mstep: Class 23 contains 125663 members 
Mstep: Class 24 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98769808.000000 Penalty: 37959.964844
Iteration 17Q: 18 clusters Score -9.876981e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 244684 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 6 contains 37458 members 
Mstep: Class 7 contains 158596 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 179795 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 43320 members 
Mstep: Class 15 contains 6269 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 32602 members 
Mstep: Class 19 contains 47593 members 
Mstep: Class 20 contains 24993 members 
Mstep: Class 23 contains 125252 members 
Mstep: Class 24 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98772608.000000 Penalty: 37959.964844
Iteration 18Q: 18 clusters Score -9.877261e+07 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 241565 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 6 contains 38778 members 
Mstep: Class 7 contains 163218 members 
Mstep: Class 9 contains 9598 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 176217 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 14 contains 43759 members 
Mstep: Class 15 contains 6114 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 32741 members 
Mstep: Class 19 contains 47590 members 
Mstep: Class 20 contains 25767 members 
Mstep: Class 23 contains 124843 members 
Mstep: Class 24 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98774256.000000 Penalty: 37959.964844
Iteration 19Q: 18 clusters Score -9.877426e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 238781 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 6 contains 40123 members 
Mstep: Class 7 contains 167078 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 173064 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 44094 members 
Mstep: Class 15 contains 5977 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 32906 members 
Mstep: Class 19 contains 47617 members 
Mstep: Class 20 contains 26523 members 
Mstep: Class 23 contains 124382 members 
Mstep: Class 24 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98775992.000000 Penalty: 37959.964844
Iteration 20F: 18 clusters Score -9.877599e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 236245 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 6 contains 41523 members 
Mstep: Class 7 contains 170125 members 
Mstep: Class 9 contains 10568 members 
Mstep: Class 11 contains 2569 members 
Mstep: Class 12 contains 170288 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 44413 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 2268 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 33057 members 
Mstep: Class 19 contains 47641 members 
Mstep: Class 20 contains 27175 members 
Mstep: Class 23 contains 123980 members 
Mstep: Class 24 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98777504.000000 Penalty: 37959.964844
Iteration 21Q: 18 clusters Score -9.87775e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 234263 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 6 contains 42923 members 
Mstep: Class 7 contains 172304 members 
Mstep: Class 9 contains 10996 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 167896 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 44707 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 2130 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 33206 members 
Mstep: Class 19 contains 47644 members 
Mstep: Class 20 contains 27800 members 
Mstep: Class 23 contains 123575 members 
Mstep: Class 24 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98778400.000000 Penalty: 37959.964844
Iteration 22Q: 18 clusters Score -9.87784e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 6 contains 44256 members 
Mstep: Class 7 contains 173749 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 165976 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 44980 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 33388 members 
Mstep: Class 19 contains 47673 members 
Mstep: Class 20 contains 28447 members 
Mstep: Class 23 contains 123191 members 
Mstep: Class 24 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98779200.000000 Penalty: 37959.964844
Iteration 23Q: 18 clusters Score -9.87792e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 231233 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 6 contains 45546 members 
Mstep: Class 7 contains 174535 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 12 contains 164410 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 45285 members 
Mstep: Class 15 contains 5570 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 33597 members 
Mstep: Class 19 contains 47703 members 
Mstep: Class 20 contains 29078 members 
Mstep: Class 23 contains 122821 members 
Mstep: Class 24 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2220.448730 but Gain 2232.937500
Score: -98779840.000000 Penalty: 35727.027344
Iteration 24Q: 17 clusters Score -9.877984e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 230072 members 
Mstep: Class 2 contains 6890 members 
Mstep: Class 6 contains 47267 members 
Mstep: Class 7 contains 175105 members 
Mstep: Class 9 contains 11822 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 163563 members 
Mstep: Class 14 contains 45859 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 34047 members 
Mstep: Class 19 contains 47726 members 
Mstep: Class 20 contains 29626 members 
Mstep: Class 23 contains 122496 members 
Mstep: Class 24 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98782496.000000 Penalty: 35727.027344
Iteration 25Q: 17 clusters Score -9.87825e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 229132 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 6 contains 48917 members 
Mstep: Class 7 contains 174928 members 
Mstep: Class 9 contains 11978 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 12 contains 162162 members 
Mstep: Class 14 contains 46143 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 34318 members 
Mstep: Class 19 contains 47752 members 
Mstep: Class 20 contains 30145 members 
Mstep: Class 23 contains 122193 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98783472.000000 Penalty: 35727.027344
Iteration 26Q: 17 clusters Score -9.878347e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 228403 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 6 contains 50548 members 
Mstep: Class 7 contains 174505 members 
Mstep: Class 9 contains 12080 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 160957 members 
Mstep: Class 14 contains 46365 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 47757 members 
Mstep: Class 20 contains 30631 members 
Mstep: Class 23 contains 121943 members 
Mstep: Class 24 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98784712.000000 Penalty: 35727.027344
Iteration 27Q: 17 clusters Score -9.878471e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 227821 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 6 contains 52266 members 
Mstep: Class 7 contains 173962 members 
Mstep: Class 9 contains 12156 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 159675 members 
Mstep: Class 14 contains 46552 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 34717 members 
Mstep: Class 19 contains 47748 members 
Mstep: Class 20 contains 31070 members 
Mstep: Class 23 contains 121772 members 
Mstep: Class 24 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98785400.000000 Penalty: 35727.027344
Iteration 28Q: 17 clusters Score -9.87854e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 227379 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 6 contains 54052 members 
Mstep: Class 7 contains 173233 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 158442 members 
Mstep: Class 14 contains 46679 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 34880 members 
Mstep: Class 19 contains 47739 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 23 contains 121674 members 
Mstep: Class 24 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98786368.000000 Penalty: 35727.027344
Iteration 29Q: 17 clusters Score -9.878637e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 227010 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 6 contains 55891 members 
Mstep: Class 7 contains 172454 members 
Mstep: Class 9 contains 12259 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 157178 members 
Mstep: Class 14 contains 46790 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 3315 members 
Mstep: Class 18 contains 35022 members 
Mstep: Class 19 contains 47725 members 
Mstep: Class 20 contains 31702 members 
Mstep: Class 23 contains 121586 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98787264.000000 Penalty: 35727.027344
Iteration 30Q: 17 clusters Score -9.878726e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226668 members 
Mstep: Class 2 contains 7764 members 
Mstep: Class 6 contains 57785 members 
Mstep: Class 7 contains 171703 members 
Mstep: Class 9 contains 12272 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 12 contains 155932 members 
Mstep: Class 14 contains 46880 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 35107 members 
Mstep: Class 19 contains 47701 members 
Mstep: Class 20 contains 31957 members 
Mstep: Class 23 contains 121557 members 
Mstep: Class 24 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98788472.000000 Penalty: 35727.027344
Iteration 31Q: 17 clusters Score -9.878847e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226352 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 6 contains 59663 members 
Mstep: Class 7 contains 170954 members 
Mstep: Class 9 contains 12250 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 154657 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 15 contains 5013 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 35209 members 
Mstep: Class 19 contains 47686 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 121570 members 
Mstep: Class 24 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98789248.000000 Penalty: 35727.027344
Iteration 32Q: 17 clusters Score -9.878925e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226089 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 6 contains 61584 members 
Mstep: Class 7 contains 170274 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 153280 members 
Mstep: Class 14 contains 47047 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 35281 members 
Mstep: Class 19 contains 47665 members 
Mstep: Class 20 contains 32323 members 
Mstep: Class 23 contains 121606 members 
Mstep: Class 24 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98789656.000000 Penalty: 35727.027344
Iteration 33Q: 17 clusters Score -9.878966e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225852 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 6 contains 63546 members 
Mstep: Class 7 contains 169517 members 
Mstep: Class 9 contains 12200 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 151975 members 
Mstep: Class 14 contains 47120 members 
Mstep: Class 15 contains 4964 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 35342 members 
Mstep: Class 19 contains 47634 members 
Mstep: Class 20 contains 32424 members 
Mstep: Class 23 contains 121650 members 
Mstep: Class 24 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98791200.000000 Penalty: 35727.027344
Iteration 34Q: 17 clusters Score -9.87912e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225641 members 
Mstep: Class 2 contains 8188 members 
Mstep: Class 6 contains 65544 members 
Mstep: Class 7 contains 168774 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 150613 members 
Mstep: Class 14 contains 47216 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 18 contains 35356 members 
Mstep: Class 19 contains 47623 members 
Mstep: Class 20 contains 32522 members 
Mstep: Class 23 contains 121704 members 
Mstep: Class 24 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98792840.000000 Penalty: 35727.027344
Iteration 35Q: 17 clusters Score -9.879284e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225433 members 
Mstep: Class 2 contains 8267 members 
Mstep: Class 6 contains 67513 members 
Mstep: Class 7 contains 168036 members 
Mstep: Class 9 contains 12109 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 149306 members 
Mstep: Class 14 contains 47313 members 
Mstep: Class 15 contains 4925 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 35346 members 
Mstep: Class 19 contains 47595 members 
Mstep: Class 20 contains 32577 members 
Mstep: Class 23 contains 121785 members 
Mstep: Class 24 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98794008.000000 Penalty: 35727.027344
Iteration 36Q: 17 clusters Score -9.879401e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225269 members 
Mstep: Class 2 contains 8343 members 
Mstep: Class 6 contains 69434 members 
Mstep: Class 7 contains 167343 members 
Mstep: Class 9 contains 12052 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 148007 members 
Mstep: Class 14 contains 47399 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 35347 members 
Mstep: Class 19 contains 47556 members 
Mstep: Class 20 contains 32614 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98794864.000000 Penalty: 35727.027344
Iteration 37Q: 17 clusters Score -9.879486e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225008 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 6 contains 71313 members 
Mstep: Class 7 contains 166724 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 12 contains 146821 members 
Mstep: Class 14 contains 47471 members 
Mstep: Class 15 contains 4908 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 35326 members 
Mstep: Class 19 contains 47528 members 
Mstep: Class 20 contains 32624 members 
Mstep: Class 23 contains 121933 members 
Mstep: Class 24 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98795912.000000 Penalty: 35727.027344
Iteration 38Q: 17 clusters Score -9.879591e+07 nChanged 4107
Entering ConstructFrom: 
Score: -98795912.000000 Penalty: 35727.027344
Entering ConstructFrom: 
Trying to split cluster 1 (224666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224666 members 
Entering Unmasked Estep 
Score: -24140806.000000 Penalty: 2002.385254
	Iteration 0F: 2 clusters Score -2.414081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112419 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -24012518.000000 Penalty: 4004.770508
	Iteration 0F: 3 clusters Score -2.401252e+07 nChanged 109221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -24077868.000000 Penalty: 4004.770508
	Iteration 1F: 3 clusters Score -2.407787e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -24079576.000000 Penalty: 4004.770508
	Iteration 2Q: 3 clusters Score -2.407958e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -24081436.000000 Penalty: 4004.770508
	Iteration 3Q: 3 clusters Score -2.408144e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -24084302.000000 Penalty: 4004.770508
	Iteration 4Q: 3 clusters Score -2.40843e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -24088550.000000 Penalty: 4004.770508
	Iteration 5Q: 3 clusters Score -2.408855e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -24095176.000000 Penalty: 4004.770508
	Iteration 6F: 3 clusters Score -2.409518e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -24104922.000000 Penalty: 4004.770508
	Iteration 7F: 3 clusters Score -2.410492e+07 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -24116226.000000 Penalty: 4004.770508
	Iteration 8F: 3 clusters Score -2.411623e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173316 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -24125022.000000 Penalty: 4004.770508
	Iteration 9F: 3 clusters Score -2.412502e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -24130374.000000 Penalty: 4004.770508
	Iteration 10F: 3 clusters Score -2.413037e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190616 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -24133172.000000 Penalty: 4004.770508
	Iteration 11Q: 3 clusters Score -2.413317e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -24134416.000000 Penalty: 4004.770508
	Iteration 12Q: 3 clusters Score -2.413442e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200983 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -24135198.000000 Penalty: 4004.770508
	Iteration 13Q: 3 clusters Score -2.41352e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204714 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -24135796.000000 Penalty: 4004.770508
	Iteration 14Q: 3 clusters Score -2.41358e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207790 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -24136144.000000 Penalty: 4004.770508
	Iteration 15Q: 3 clusters Score -2.413614e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210306 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -24136578.000000 Penalty: 4004.770508
	Iteration 16Q: 3 clusters Score -2.413658e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212329 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -24137028.000000 Penalty: 4004.770508
	Iteration 17Q: 3 clusters Score -2.413703e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213986 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -24137394.000000 Penalty: 4004.770508
	Iteration 18Q: 3 clusters Score -2.413739e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215349 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -24137548.000000 Penalty: 4004.770508
	Iteration 19Q: 3 clusters Score -2.413755e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216435 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -24137678.000000 Penalty: 4004.770508
	Iteration 20F: 3 clusters Score -2.413768e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217355 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -24137628.000000 Penalty: 4004.770508
	Iteration 21Q: 3 clusters Score -2.413763e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218114 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -24137786.000000 Penalty: 4004.770508
	Iteration 22Q: 3 clusters Score -2.413779e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218725 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -24137800.000000 Penalty: 4004.770508
	Iteration 23Q: 3 clusters Score -2.41378e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219265 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -24137870.000000 Penalty: 4004.770508
	Iteration 24Q: 3 clusters Score -2.413787e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219703 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -24138020.000000 Penalty: 4004.770508
	Iteration 25Q: 3 clusters Score -2.413802e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220090 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -24138136.000000 Penalty: 4004.770508
	Iteration 26Q: 3 clusters Score -2.413814e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220477 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -24138290.000000 Penalty: 4004.770508
	Iteration 27Q: 3 clusters Score -2.413829e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220812 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -24138366.000000 Penalty: 4004.770508
	Iteration 28Q: 3 clusters Score -2.413837e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221126 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -24138494.000000 Penalty: 4004.770508
	Iteration 29Q: 3 clusters Score -2.413849e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221397 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -24138542.000000 Penalty: 4004.770508
	Iteration 30Q: 3 clusters Score -2.413854e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221636 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -24138638.000000 Penalty: 4004.770508
	Iteration 31Q: 3 clusters Score -2.413864e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221813 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -24138660.000000 Penalty: 4004.770508
	Iteration 32Q: 3 clusters Score -2.413866e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221959 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -24138702.000000 Penalty: 4004.770508
	Iteration 33Q: 3 clusters Score -2.41387e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222066 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -24138756.000000 Penalty: 4004.770508
	Iteration 34Q: 3 clusters Score -2.413876e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222164 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -24138746.000000 Penalty: 4004.770508
	Iteration 35Q: 3 clusters Score -2.413875e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222254 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -24138786.000000 Penalty: 4004.770508
	Iteration 36Q: 3 clusters Score -2.413879e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222333 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24138826.000000 Penalty: 4004.770508
	Iteration 37Q: 3 clusters Score -2.413883e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222394 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24138824.000000 Penalty: 4004.770508
	Iteration 38Q: 3 clusters Score -2.413882e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222442 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24138812.000000 Penalty: 4004.770508
	Iteration 39Q: 3 clusters Score -2.413881e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222501 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -24138816.000000 Penalty: 4004.770508
	Iteration 40F: 3 clusters Score -2.413882e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222546 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24138882.000000 Penalty: 4004.770508
	Iteration 41Q: 3 clusters Score -2.413888e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222580 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -24138880.000000 Penalty: 4004.770508
	Iteration 42Q: 3 clusters Score -2.413888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222624 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -24138892.000000 Penalty: 4004.770508
	Iteration 43Q: 3 clusters Score -2.413889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222655 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -24138874.000000 Penalty: 4004.770508
	Iteration 44Q: 3 clusters Score -2.413887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222678 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -24138900.000000 Penalty: 4004.770508
	Iteration 45Q: 3 clusters Score -2.41389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222704 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24138942.000000 Penalty: 4004.770508
	Iteration 46Q: 3 clusters Score -2.413894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222721 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -24138924.000000 Penalty: 4004.770508
	Iteration 47Q: 3 clusters Score -2.413892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222739 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -24138962.000000 Penalty: 4004.770508
	Iteration 48Q: 3 clusters Score -2.413896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222751 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -24138942.000000 Penalty: 4004.770508
	Iteration 49Q: 3 clusters Score -2.413894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222760 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -24138952.000000 Penalty: 4004.770508
	Iteration 50Q: 3 clusters Score -2.413895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222778 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24138944.000000 Penalty: 4004.770508
	Iteration 51Q: 3 clusters Score -2.413894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222798 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -24138976.000000 Penalty: 4004.770508
	Iteration 52Q: 3 clusters Score -2.413898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222813 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24138954.000000 Penalty: 4004.770508
	Iteration 53Q: 3 clusters Score -2.413895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222826 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -24138954.000000 Penalty: 4004.770508
	Iteration 54Q: 3 clusters Score -2.413895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222835 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -24138958.000000 Penalty: 4004.770508
	Iteration 55Q: 3 clusters Score -2.413896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222845 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -24138940.000000 Penalty: 4004.770508
	Iteration 56Q: 3 clusters Score -2.413894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222852 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -24138946.000000 Penalty: 4004.770508
	Iteration 57Q: 3 clusters Score -2.413895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222859 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -24138928.000000 Penalty: 4004.770508
	Iteration 58Q: 3 clusters Score -2.413893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222869 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -24138952.000000 Penalty: 4004.770508
	Iteration 59Q: 3 clusters Score -2.413895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222875 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24138966.000000 Penalty: 4004.770508
	Iteration 60F: 3 clusters Score -2.413897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222882 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -24138958.000000 Penalty: 4004.770508
	Iteration 61Q: 3 clusters Score -2.413896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222890 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -24138948.000000 Penalty: 4004.770508
	Iteration 62Q: 3 clusters Score -2.413895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222897 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -24138948.000000 Penalty: 4004.770508
	Iteration 63Q: 3 clusters Score -2.413895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222899 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -24138948.000000 Penalty: 4004.770508
	Iteration 64Q: 3 clusters Score -2.413895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222902 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -24138944.000000 Penalty: 4004.770508
	Iteration 65Q: 3 clusters Score -2.413894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222905 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -24138954.000000 Penalty: 4004.770508
	Iteration 66Q: 3 clusters Score -2.413895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222907 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -24138974.000000 Penalty: 4004.770508
	Iteration 67Q: 3 clusters Score -2.413897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222912 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -24138962.000000 Penalty: 4004.770508
	Iteration 68Q: 3 clusters Score -2.413896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222917 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -24138976.000000 Penalty: 4004.770508
	Iteration 69Q: 3 clusters Score -2.413898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222921 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -24138980.000000 Penalty: 4004.770508
	Iteration 70Q: 3 clusters Score -2.413898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222925 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -24138968.000000 Penalty: 4004.770508
	Iteration 71Q: 3 clusters Score -2.413897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222926 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24138972.000000 Penalty: 4004.770508
	Iteration 72Q: 3 clusters Score -2.413897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222927 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -24138970.000000 Penalty: 4004.770508
	Iteration 73Q: 3 clusters Score -2.413897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222931 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -24138996.000000 Penalty: 4004.770508
	Iteration 74Q: 3 clusters Score -2.4139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222935 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24138968.000000 Penalty: 4004.770508
	Iteration 75Q: 3 clusters Score -2.413897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222936 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -24138984.000000 Penalty: 4004.770508
	Iteration 76Q: 3 clusters Score -2.413898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222936 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -24138982.000000 Penalty: 4004.770508
	Iteration 77Q: 3 clusters Score -2.413898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222936 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -24138978.000000 Penalty: 4004.770508
	Iteration 78Q: 3 clusters Score -2.413898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222935 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24138978.000000 Penalty: 4004.770508
	Iteration 79Q: 3 clusters Score -2.413898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222935 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24138978.000000 Penalty: 4004.770508
	Iteration 80F: 3 clusters Score -2.413898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -943311.375000 Penalty: 1470.137207
	Iteration 0F: 2 clusters Score -943311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -937136.625000 Penalty: 2940.274414
	Iteration 0F: 3 clusters Score -937136.6 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -939058.875000 Penalty: 2940.274414
	Iteration 1F: 3 clusters Score -939058.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -939313.750000 Penalty: 2940.274414
	Iteration 2F: 3 clusters Score -939313.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -939519.375000 Penalty: 2940.274414
	Iteration 3F: 3 clusters Score -939519.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -939710.500000 Penalty: 2940.274414
	Iteration 4Q: 3 clusters Score -939710.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -939920.562500 Penalty: 2940.274414
	Iteration 5Q: 3 clusters Score -939920.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -940166.562500 Penalty: 2940.274414
	Iteration 6Q: 3 clusters Score -940166.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -940467.875000 Penalty: 2940.274414
	Iteration 7Q: 3 clusters Score -940467.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -940828.312500 Penalty: 2940.274414
	Iteration 8F: 3 clusters Score -940828.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -941186.250000 Penalty: 2940.274414
	Iteration 9Q: 3 clusters Score -941186.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -941454.750000 Penalty: 2940.274414
	Iteration 10Q: 3 clusters Score -941454.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -941643.500000 Penalty: 2940.274414
	Iteration 11Q: 3 clusters Score -941643.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -941770.312500 Penalty: 2940.274414
	Iteration 12Q: 3 clusters Score -941770.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -941844.562500 Penalty: 2940.274414
	Iteration 13Q: 3 clusters Score -941844.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -941899.312500 Penalty: 2940.274414
	Iteration 14Q: 3 clusters Score -941899.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -941928.250000 Penalty: 2940.274414
	Iteration 15Q: 3 clusters Score -941928.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -941951.687500 Penalty: 2940.274414
	Iteration 16Q: 3 clusters Score -941951.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -941969.500000 Penalty: 2940.274414
	Iteration 17Q: 3 clusters Score -941969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -941979.125000 Penalty: 2940.274414
	Iteration 18Q: 3 clusters Score -941979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -941992.250000 Penalty: 2940.274414
	Iteration 19Q: 3 clusters Score -941992.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -942009.750000 Penalty: 2940.274414
	Iteration 20F: 3 clusters Score -942009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -942019.625000 Penalty: 2940.274414
	Iteration 21Q: 3 clusters Score -942019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -942030.250000 Penalty: 2940.274414
	Iteration 22Q: 3 clusters Score -942030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -942035.062500 Penalty: 2940.274414
	Iteration 23Q: 3 clusters Score -942035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -942043.000000 Penalty: 2940.274414
	Iteration 24Q: 3 clusters Score -942043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -942051.375000 Penalty: 2940.274414
	Iteration 25Q: 3 clusters Score -942051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -942055.750000 Penalty: 2940.274414
	Iteration 26Q: 3 clusters Score -942055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -942060.250000 Penalty: 2940.274414
	Iteration 27Q: 3 clusters Score -942060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -942060.625000 Penalty: 2940.274414
	Iteration 28Q: 3 clusters Score -942060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -942062.750000 Penalty: 2940.274414
	Iteration 29Q: 3 clusters Score -942062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -942067.125000 Penalty: 2940.274414
	Iteration 30Q: 3 clusters Score -942067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -942071.000000 Penalty: 2940.274414
	Iteration 31Q: 3 clusters Score -942071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -942072.750000 Penalty: 2940.274414
	Iteration 32Q: 3 clusters Score -942072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -942072.750000 Penalty: 2940.274414
	Iteration 33F: 3 clusters Score -942072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Entering Unmasked Estep 
Score: -8026602.000000 Penalty: 1820.116821
	Iteration 0F: 2 clusters Score -8026602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7978147.500000 Penalty: 3640.233643
	Iteration 0F: 3 clusters Score -7978148 nChanged 34724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8002985.500000 Penalty: 3640.233643
	Iteration 1F: 3 clusters Score -8002986 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -8007358.500000 Penalty: 3640.233643
	Iteration 2F: 3 clusters Score -8007358 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -8013001.000000 Penalty: 3640.233643
	Iteration 3F: 3 clusters Score -8013001 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -8019863.500000 Penalty: 3640.233643
	Iteration 4F: 3 clusters Score -8019864 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -8026115.500000 Penalty: 3640.233643
	Iteration 5F: 3 clusters Score -8026116 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -8030124.500000 Penalty: 3640.233643
	Iteration 6F: 3 clusters Score -8030124 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -8032027.000000 Penalty: 3640.233643
	Iteration 7Q: 3 clusters Score -8032027 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8032979.000000 Penalty: 3640.233643
	Iteration 8Q: 3 clusters Score -8032979 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8033400.000000 Penalty: 3640.233643
	Iteration 9Q: 3 clusters Score -8033400 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8033595.500000 Penalty: 3640.233643
	Iteration 10Q: 3 clusters Score -8033596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8033687.000000 Penalty: 3640.233643
	Iteration 11Q: 3 clusters Score -8033687 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -8033746.000000 Penalty: 3640.233643
	Iteration 12Q: 3 clusters Score -8033746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8033762.500000 Penalty: 3640.233643
	Iteration 13Q: 3 clusters Score -8033762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8033785.000000 Penalty: 3640.233643
	Iteration 14Q: 3 clusters Score -8033785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8033799.500000 Penalty: 3640.233643
	Iteration 15Q: 3 clusters Score -8033800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8033799.000000 Penalty: 3640.233643
	Iteration 16Q: 3 clusters Score -8033799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8033807.000000 Penalty: 3640.233643
	Iteration 17Q: 3 clusters Score -8033807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8033813.500000 Penalty: 3640.233643
	Iteration 18Q: 3 clusters Score -8033814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8033818.000000 Penalty: 3640.233643
	Iteration 19Q: 3 clusters Score -8033818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8033831.500000 Penalty: 3640.233643
	Iteration 20F: 3 clusters Score -8033832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8033836.000000 Penalty: 3640.233643
	Iteration 21Q: 3 clusters Score -8033836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8033841.000000 Penalty: 3640.233643
	Iteration 22Q: 3 clusters Score -8033841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8033841.500000 Penalty: 3640.233643
	Iteration 23Q: 3 clusters Score -8033842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8033837.500000 Penalty: 3640.233643
	Iteration 24Q: 3 clusters Score -8033838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8033849.500000 Penalty: 3640.233643
	Iteration 25Q: 3 clusters Score -8033850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8033853.500000 Penalty: 3640.233643
	Iteration 26Q: 3 clusters Score -8033854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8033847.500000 Penalty: 3640.233643
	Iteration 27Q: 3 clusters Score -8033848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8033850.000000 Penalty: 3640.233643
	Iteration 28Q: 3 clusters Score -8033850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8033860.000000 Penalty: 3640.233643
	Iteration 29Q: 3 clusters Score -8033860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8033857.500000 Penalty: 3640.233643
	Iteration 30Q: 3 clusters Score -8033858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8033859.500000 Penalty: 3640.233643
	Iteration 31Q: 3 clusters Score -8033860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8033859.500000 Penalty: 3640.233643
	Iteration 32Q: 3 clusters Score -8033860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8033859.500000 Penalty: 3640.233643
	Iteration 33F: 3 clusters Score -8033860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 6 contains 70687 members 
Mstep: Class 7 contains 166222 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 145670 members 
Mstep: Class 14 contains 47532 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 35308 members 
Mstep: Class 19 contains 47494 members 
Mstep: Class 20 contains 32622 members 
Mstep: Class 23 contains 122024 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -98803344.000000 Penalty: 37959.964844
Splitting cluster 6 changes total score from -98795912.000000 to -98803344.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (166222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166222 members 
Entering Unmasked Estep 
Score: -18001590.000000 Penalty: 1953.425293
	Iteration 0F: 2 clusters Score -1.800159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -17894320.000000 Penalty: 3906.850586
	Iteration 0F: 3 clusters Score -1.789432e+07 nChanged 80234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -17941164.000000 Penalty: 3906.850586
	Iteration 1F: 3 clusters Score -1.794116e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -17942068.000000 Penalty: 3906.850586
	Iteration 2Q: 3 clusters Score -1.794207e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -17943068.000000 Penalty: 3906.850586
	Iteration 3Q: 3 clusters Score -1.794307e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -17944646.000000 Penalty: 3906.850586
	Iteration 4Q: 3 clusters Score -1.794465e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -17947022.000000 Penalty: 3906.850586
	Iteration 5Q: 3 clusters Score -1.794702e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -17950986.000000 Penalty: 3906.850586
	Iteration 6Q: 3 clusters Score -1.795099e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -17957344.000000 Penalty: 3906.850586
	Iteration 7F: 3 clusters Score -1.795734e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -17966676.000000 Penalty: 3906.850586
	Iteration 8F: 3 clusters Score -1.796668e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -17977150.000000 Penalty: 3906.850586
	Iteration 9F: 3 clusters Score -1.797715e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -17985752.000000 Penalty: 3906.850586
	Iteration 10F: 3 clusters Score -1.798575e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -17990944.000000 Penalty: 3906.850586
	Iteration 11Q: 3 clusters Score -1.799094e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -17993860.000000 Penalty: 3906.850586
	Iteration 12Q: 3 clusters Score -1.799386e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -17995700.000000 Penalty: 3906.850586
	Iteration 13Q: 3 clusters Score -1.79957e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -17997170.000000 Penalty: 3906.850586
	Iteration 14Q: 3 clusters Score -1.799717e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -17998246.000000 Penalty: 3906.850586
	Iteration 15Q: 3 clusters Score -1.799825e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -17999128.000000 Penalty: 3906.850586
	Iteration 16Q: 3 clusters Score -1.799913e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -17999610.000000 Penalty: 3906.850586
	Iteration 17Q: 3 clusters Score -1.799961e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -17999988.000000 Penalty: 3906.850586
	Iteration 18Q: 3 clusters Score -1.799999e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -18000286.000000 Penalty: 3906.850586
	Iteration 19Q: 3 clusters Score -1.800029e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -18000474.000000 Penalty: 3906.850586
	Iteration 20F: 3 clusters Score -1.800047e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -18000626.000000 Penalty: 3906.850586
	Iteration 21Q: 3 clusters Score -1.800063e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -18000672.000000 Penalty: 3906.850586
	Iteration 22Q: 3 clusters Score -1.800067e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -18000788.000000 Penalty: 3906.850586
	Iteration 23Q: 3 clusters Score -1.800079e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -18000804.000000 Penalty: 3906.850586
	Iteration 24Q: 3 clusters Score -1.80008e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -18000894.000000 Penalty: 3906.850586
	Iteration 25Q: 3 clusters Score -1.800089e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -18000870.000000 Penalty: 3906.850586
	Iteration 26Q: 3 clusters Score -1.800087e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160170 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -18000922.000000 Penalty: 3906.850586
	Iteration 27Q: 3 clusters Score -1.800092e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -18000974.000000 Penalty: 3906.850586
	Iteration 28Q: 3 clusters Score -1.800097e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160866 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -18000996.000000 Penalty: 3906.850586
	Iteration 29Q: 3 clusters Score -1.8001e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -18001078.000000 Penalty: 3906.850586
	Iteration 30Q: 3 clusters Score -1.800108e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161396 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18001102.000000 Penalty: 3906.850586
	Iteration 31Q: 3 clusters Score -1.80011e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -18001090.000000 Penalty: 3906.850586
	Iteration 32Q: 3 clusters Score -1.800109e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -18001076.000000 Penalty: 3906.850586
	Iteration 33Q: 3 clusters Score -1.800108e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161907 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -18001048.000000 Penalty: 3906.850586
	Iteration 34Q: 3 clusters Score -1.800105e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -18001038.000000 Penalty: 3906.850586
	Iteration 35Q: 3 clusters Score -1.800104e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -18001036.000000 Penalty: 3906.850586
	Iteration 36Q: 3 clusters Score -1.800104e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162287 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -18001042.000000 Penalty: 3906.850586
	Iteration 37Q: 3 clusters Score -1.800104e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -18001038.000000 Penalty: 3906.850586
	Iteration 38Q: 3 clusters Score -1.800104e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162475 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -18001034.000000 Penalty: 3906.850586
	Iteration 39Q: 3 clusters Score -1.800103e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162540 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -18000998.000000 Penalty: 3906.850586
	Iteration 40F: 3 clusters Score -1.8001e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162605 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -18001014.000000 Penalty: 3906.850586
	Iteration 41Q: 3 clusters Score -1.800101e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -18000962.000000 Penalty: 3906.850586
	Iteration 42Q: 3 clusters Score -1.800096e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -18000944.000000 Penalty: 3906.850586
	Iteration 43Q: 3 clusters Score -1.800094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162780 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -18000940.000000 Penalty: 3906.850586
	Iteration 44Q: 3 clusters Score -1.800094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -18000930.000000 Penalty: 3906.850586
	Iteration 45Q: 3 clusters Score -1.800093e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -18000918.000000 Penalty: 3906.850586
	Iteration 46Q: 3 clusters Score -1.800092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -18000922.000000 Penalty: 3906.850586
	Iteration 47Q: 3 clusters Score -1.800092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18000936.000000 Penalty: 3906.850586
	Iteration 48Q: 3 clusters Score -1.800094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -18000928.000000 Penalty: 3906.850586
	Iteration 49Q: 3 clusters Score -1.800093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162965 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -18000932.000000 Penalty: 3906.850586
	Iteration 50Q: 3 clusters Score -1.800093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -18000940.000000 Penalty: 3906.850586
	Iteration 51Q: 3 clusters Score -1.800094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -18000940.000000 Penalty: 3906.850586
	Iteration 52Q: 3 clusters Score -1.800094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -18000938.000000 Penalty: 3906.850586
	Iteration 53Q: 3 clusters Score -1.800094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -18000928.000000 Penalty: 3906.850586
	Iteration 54Q: 3 clusters Score -1.800093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163058 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -18000948.000000 Penalty: 3906.850586
	Iteration 55Q: 3 clusters Score -1.800095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -18000934.000000 Penalty: 3906.850586
	Iteration 56Q: 3 clusters Score -1.800093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -18000920.000000 Penalty: 3906.850586
	Iteration 57Q: 3 clusters Score -1.800092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163097 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -18000916.000000 Penalty: 3906.850586
	Iteration 58Q: 3 clusters Score -1.800092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -18000930.000000 Penalty: 3906.850586
	Iteration 59Q: 3 clusters Score -1.800093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -18000914.000000 Penalty: 3906.850586
	Iteration 60F: 3 clusters Score -1.800091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -18000916.000000 Penalty: 3906.850586
	Iteration 61Q: 3 clusters Score -1.800092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163126 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -18000914.000000 Penalty: 3906.850586
	Iteration 62Q: 3 clusters Score -1.800091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163135 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -18000900.000000 Penalty: 3906.850586
	Iteration 63Q: 3 clusters Score -1.80009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -18000876.000000 Penalty: 3906.850586
	Iteration 64Q: 3 clusters Score -1.800088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -18000882.000000 Penalty: 3906.850586
	Iteration 65Q: 3 clusters Score -1.800088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -18000880.000000 Penalty: 3906.850586
	Iteration 66Q: 3 clusters Score -1.800088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -18000874.000000 Penalty: 3906.850586
	Iteration 67Q: 3 clusters Score -1.800087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -18000872.000000 Penalty: 3906.850586
	Iteration 68Q: 3 clusters Score -1.800087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -18000886.000000 Penalty: 3906.850586
	Iteration 69Q: 3 clusters Score -1.800089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -18000878.000000 Penalty: 3906.850586
	Iteration 70Q: 3 clusters Score -1.800088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163174 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18000892.000000 Penalty: 3906.850586
	Iteration 71Q: 3 clusters Score -1.800089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -18000892.000000 Penalty: 3906.850586
	Iteration 72Q: 3 clusters Score -1.800089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163179 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -18000876.000000 Penalty: 3906.850586
	Iteration 73Q: 3 clusters Score -1.800088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -18000880.000000 Penalty: 3906.850586
	Iteration 74Q: 3 clusters Score -1.800088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163190 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -18000880.000000 Penalty: 3906.850586
	Iteration 75Q: 3 clusters Score -1.800088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163192 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -18000890.000000 Penalty: 3906.850586
	Iteration 76Q: 3 clusters Score -1.800089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163190 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -18000892.000000 Penalty: 3906.850586
	Iteration 77Q: 3 clusters Score -1.800089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163190 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -18000892.000000 Penalty: 3906.850586
	Iteration 78F: 3 clusters Score -1.800089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Entering Unmasked Estep 
Score: -1313076.500000 Penalty: 1525.070557
	Iteration 0F: 2 clusters Score -1313076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1304774.000000 Penalty: 3050.141113
	Iteration 0F: 3 clusters Score -1304774 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1308189.250000 Penalty: 3050.141113
	Iteration 1F: 3 clusters Score -1308189 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1309198.875000 Penalty: 3050.141113
	Iteration 2F: 3 clusters Score -1309199 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1310294.500000 Penalty: 3050.141113
	Iteration 3F: 3 clusters Score -1310294 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1311263.375000 Penalty: 3050.141113
	Iteration 4F: 3 clusters Score -1311263 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1312062.375000 Penalty: 3050.141113
	Iteration 5F: 3 clusters Score -1312062 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1312597.625000 Penalty: 3050.141113
	Iteration 6F: 3 clusters Score -1312598 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1312980.250000 Penalty: 3050.141113
	Iteration 7Q: 3 clusters Score -1312980 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1313346.500000 Penalty: 3050.141113
	Iteration 8Q: 3 clusters Score -1313346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1313567.875000 Penalty: 3050.141113
	Iteration 9Q: 3 clusters Score -1313568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1313664.250000 Penalty: 3050.141113
	Iteration 10Q: 3 clusters Score -1313664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1313719.500000 Penalty: 3050.141113
	Iteration 11Q: 3 clusters Score -1313720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1313753.125000 Penalty: 3050.141113
	Iteration 12Q: 3 clusters Score -1313753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1313769.750000 Penalty: 3050.141113
	Iteration 13Q: 3 clusters Score -1313770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1313775.500000 Penalty: 3050.141113
	Iteration 14Q: 3 clusters Score -1313776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1313777.500000 Penalty: 3050.141113
	Iteration 15Q: 3 clusters Score -1313778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1313781.625000 Penalty: 3050.141113
	Iteration 16Q: 3 clusters Score -1313782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1313782.250000 Penalty: 3050.141113
	Iteration 17Q: 3 clusters Score -1313782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1313784.625000 Penalty: 3050.141113
	Iteration 18Q: 3 clusters Score -1313785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1313784.500000 Penalty: 3050.141113
	Iteration 19Q: 3 clusters Score -1313784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1313784.125000 Penalty: 3050.141113
	Iteration 20F: 3 clusters Score -1313784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1313782.250000 Penalty: 3050.141113
	Iteration 21Q: 3 clusters Score -1313782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1313782.250000 Penalty: 3050.141113
	Iteration 22F: 3 clusters Score -1313782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 6 contains 70687 members 
Mstep: Class 7 contains 166222 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 145670 members 
Mstep: Class 14 contains 47532 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 35308 members 
Mstep: Class 19 contains 47494 members 
Mstep: Class 20 contains 32622 members 
Mstep: Class 23 contains 122024 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -98803264.000000 Penalty: 40192.906250
Splitting cluster 9 changes total score from -98795912.000000 to -98803264.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -263315.281250 Penalty: 1273.410034
	Iteration 0F: 2 clusters Score -263315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -260940.500000 Penalty: 2546.820068
	Iteration 0F: 3 clusters Score -260940.5 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -261504.375000 Penalty: 2546.820068
	Iteration 1F: 3 clusters Score -261504.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261624.203125 Penalty: 2546.820068
	Iteration 2F: 3 clusters Score -261624.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261699.781250 Penalty: 2546.820068
	Iteration 3Q: 3 clusters Score -261699.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -261762.906250 Penalty: 2546.820068
	Iteration 4Q: 3 clusters Score -261762.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -261821.578125 Penalty: 2546.820068
	Iteration 5Q: 3 clusters Score -261821.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261879.687500 Penalty: 2546.820068
	Iteration 6Q: 3 clusters Score -261879.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -261956.953125 Penalty: 2546.820068
	Iteration 7Q: 3 clusters Score -261957 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -262061.703125 Penalty: 2546.820068
	Iteration 8Q: 3 clusters Score -262061.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -262179.468750 Penalty: 2546.820068
	Iteration 9Q: 3 clusters Score -262179.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -262310.500000 Penalty: 2546.820068
	Iteration 10F: 3 clusters Score -262310.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -262418.062500 Penalty: 2546.820068
	Iteration 11Q: 3 clusters Score -262418.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -262512.812500 Penalty: 2546.820068
	Iteration 12Q: 3 clusters Score -262512.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -262578.656250 Penalty: 2546.820068
	Iteration 13Q: 3 clusters Score -262578.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -262614.718750 Penalty: 2546.820068
	Iteration 14Q: 3 clusters Score -262614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -262638.500000 Penalty: 2546.820068
	Iteration 15Q: 3 clusters Score -262638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -262659.500000 Penalty: 2546.820068
	Iteration 16Q: 3 clusters Score -262659.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -262676.656250 Penalty: 2546.820068
	Iteration 17Q: 3 clusters Score -262676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -262681.968750 Penalty: 2546.820068
	Iteration 18Q: 3 clusters Score -262682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -262684.000000 Penalty: 2546.820068
	Iteration 19Q: 3 clusters Score -262684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -262693.031250 Penalty: 2546.820068
	Iteration 20F: 3 clusters Score -262693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -262706.812500 Penalty: 2546.820068
	Iteration 21Q: 3 clusters Score -262706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -262711.843750 Penalty: 2546.820068
	Iteration 22Q: 3 clusters Score -262711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -262714.437500 Penalty: 2546.820068
	Iteration 23Q: 3 clusters Score -262714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -262716.781250 Penalty: 2546.820068
	Iteration 24Q: 3 clusters Score -262716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -262718.250000 Penalty: 2546.820068
	Iteration 25Q: 3 clusters Score -262718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -262720.156250 Penalty: 2546.820068
	Iteration 26Q: 3 clusters Score -262720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -262722.656250 Penalty: 2546.820068
	Iteration 27Q: 3 clusters Score -262722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -262724.625000 Penalty: 2546.820068
	Iteration 28Q: 3 clusters Score -262724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -262726.125000 Penalty: 2546.820068
	Iteration 29Q: 3 clusters Score -262726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -262726.593750 Penalty: 2546.820068
	Iteration 30Q: 3 clusters Score -262726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -262727.437500 Penalty: 2546.820068
	Iteration 31Q: 3 clusters Score -262727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -262727.437500 Penalty: 2546.820068
	Iteration 32F: 3 clusters Score -262727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (145670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Entering Unmasked Estep 
Score: -15875792.000000 Penalty: 1931.978638
	Iteration 0F: 2 clusters Score -1.587579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -15779502.000000 Penalty: 3863.957275
	Iteration 0F: 3 clusters Score -1.57795e+07 nChanged 70040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -15820936.000000 Penalty: 3863.957275
	Iteration 1F: 3 clusters Score -1.582094e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -15822563.000000 Penalty: 3863.957275
	Iteration 2Q: 3 clusters Score -1.582256e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -15825506.000000 Penalty: 3863.957275
	Iteration 3Q: 3 clusters Score -1.582551e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -15830695.000000 Penalty: 3863.957275
	Iteration 4F: 3 clusters Score -1.58307e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -15839258.000000 Penalty: 3863.957275
	Iteration 5F: 3 clusters Score -1.583926e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -15850632.000000 Penalty: 3863.957275
	Iteration 6F: 3 clusters Score -1.585063e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 125251 members 
Entering Unmasked Estep 
Score: -15860983.000000 Penalty: 3863.957275
	Iteration 7F: 3 clusters Score -1.586098e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 131674 members 
Entering Unmasked Estep 
Score: -15867444.000000 Penalty: 3863.957275
	Iteration 8Q: 3 clusters Score -1.586744e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 135257 members 
Entering Unmasked Estep 
Score: -15870597.000000 Penalty: 3863.957275
	Iteration 9Q: 3 clusters Score -1.58706e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -15872168.000000 Penalty: 3863.957275
	Iteration 10Q: 3 clusters Score -1.587217e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -15873040.000000 Penalty: 3863.957275
	Iteration 11Q: 3 clusters Score -1.587304e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 140328 members 
Entering Unmasked Estep 
Score: -15873664.000000 Penalty: 3863.957275
	Iteration 12Q: 3 clusters Score -1.587366e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 141269 members 
Entering Unmasked Estep 
Score: -15874041.000000 Penalty: 3863.957275
	Iteration 13Q: 3 clusters Score -1.587404e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 141995 members 
Entering Unmasked Estep 
Score: -15874248.000000 Penalty: 3863.957275
	Iteration 14Q: 3 clusters Score -1.587425e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -15874412.000000 Penalty: 3863.957275
	Iteration 15Q: 3 clusters Score -1.587441e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -15874552.000000 Penalty: 3863.957275
	Iteration 16Q: 3 clusters Score -1.587455e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -15874610.000000 Penalty: 3863.957275
	Iteration 17Q: 3 clusters Score -1.587461e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -15874672.000000 Penalty: 3863.957275
	Iteration 18Q: 3 clusters Score -1.587467e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 143681 members 
Entering Unmasked Estep 
Score: -15874688.000000 Penalty: 3863.957275
	Iteration 19Q: 3 clusters Score -1.587469e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 143808 members 
Entering Unmasked Estep 
Score: -15874704.000000 Penalty: 3863.957275
	Iteration 20F: 3 clusters Score -1.58747e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 143907 members 
Entering Unmasked Estep 
Score: -15874716.000000 Penalty: 3863.957275
	Iteration 21Q: 3 clusters Score -1.587472e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 143997 members 
Entering Unmasked Estep 
Score: -15874698.000000 Penalty: 3863.957275
	Iteration 22Q: 3 clusters Score -1.58747e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 144069 members 
Entering Unmasked Estep 
Score: -15874696.000000 Penalty: 3863.957275
	Iteration 23Q: 3 clusters Score -1.58747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -15874700.000000 Penalty: 3863.957275
	Iteration 24Q: 3 clusters Score -1.58747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -15874709.000000 Penalty: 3863.957275
	Iteration 25Q: 3 clusters Score -1.587471e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -15874695.000000 Penalty: 3863.957275
	Iteration 26Q: 3 clusters Score -1.58747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 144272 members 
Entering Unmasked Estep 
Score: -15874689.000000 Penalty: 3863.957275
	Iteration 27Q: 3 clusters Score -1.587469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -15874679.000000 Penalty: 3863.957275
	Iteration 28Q: 3 clusters Score -1.587468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 144340 members 
Entering Unmasked Estep 
Score: -15874709.000000 Penalty: 3863.957275
	Iteration 29Q: 3 clusters Score -1.587471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -15874723.000000 Penalty: 3863.957275
	Iteration 30Q: 3 clusters Score -1.587472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 144374 members 
Entering Unmasked Estep 
Score: -15874729.000000 Penalty: 3863.957275
	Iteration 31Q: 3 clusters Score -1.587473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -15874715.000000 Penalty: 3863.957275
	Iteration 32Q: 3 clusters Score -1.587472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -15874704.000000 Penalty: 3863.957275
	Iteration 33Q: 3 clusters Score -1.58747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 144400 members 
Entering Unmasked Estep 
Score: -15874712.000000 Penalty: 3863.957275
	Iteration 34Q: 3 clusters Score -1.587471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 144412 members 
Entering Unmasked Estep 
Score: -15874715.000000 Penalty: 3863.957275
	Iteration 35Q: 3 clusters Score -1.587472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -15874718.000000 Penalty: 3863.957275
	Iteration 36Q: 3 clusters Score -1.587472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 144425 members 
Entering Unmasked Estep 
Score: -15874717.000000 Penalty: 3863.957275
	Iteration 37Q: 3 clusters Score -1.587472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 144429 members 
Entering Unmasked Estep 
Score: -15874710.000000 Penalty: 3863.957275
	Iteration 38Q: 3 clusters Score -1.587471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -15874721.000000 Penalty: 3863.957275
	Iteration 39Q: 3 clusters Score -1.587472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -15874714.000000 Penalty: 3863.957275
	Iteration 40F: 3 clusters Score -1.587471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -15874716.000000 Penalty: 3863.957275
	Iteration 41Q: 3 clusters Score -1.587472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -15874716.000000 Penalty: 3863.957275
	Iteration 42F: 3 clusters Score -1.587472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Entering Unmasked Estep 
Score: -5221675.500000 Penalty: 1749.988281
	Iteration 0F: 2 clusters Score -5221676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -5189930.500000 Penalty: 3499.976562
	Iteration 0F: 3 clusters Score -5189930 nChanged 22232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -5202630.000000 Penalty: 3499.976562
	Iteration 1F: 3 clusters Score -5202630 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5203691.500000 Penalty: 3499.976562
	Iteration 2Q: 3 clusters Score -5203692 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5205472.000000 Penalty: 3499.976562
	Iteration 3F: 3 clusters Score -5205472 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5207731.000000 Penalty: 3499.976562
	Iteration 4F: 3 clusters Score -5207731 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5210392.000000 Penalty: 3499.976562
	Iteration 5F: 3 clusters Score -5210392 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5213278.000000 Penalty: 3499.976562
	Iteration 6F: 3 clusters Score -5213278 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -5215899.000000 Penalty: 3499.976562
	Iteration 7F: 3 clusters Score -5215899 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5217662.000000 Penalty: 3499.976562
	Iteration 8F: 3 clusters Score -5217662 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5218739.000000 Penalty: 3499.976562
	Iteration 9Q: 3 clusters Score -5218739 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -5219370.500000 Penalty: 3499.976562
	Iteration 10Q: 3 clusters Score -5219370 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5219890.000000 Penalty: 3499.976562
	Iteration 11Q: 3 clusters Score -5219890 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5220334.500000 Penalty: 3499.976562
	Iteration 12Q: 3 clusters Score -5220334 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5220683.500000 Penalty: 3499.976562
	Iteration 13Q: 3 clusters Score -5220684 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5220987.000000 Penalty: 3499.976562
	Iteration 14Q: 3 clusters Score -5220987 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5221262.000000 Penalty: 3499.976562
	Iteration 15Q: 3 clusters Score -5221262 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5221503.000000 Penalty: 3499.976562
	Iteration 16Q: 3 clusters Score -5221503 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -5221667.500000 Penalty: 3499.976562
	Iteration 17Q: 3 clusters Score -5221668 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5221806.500000 Penalty: 3499.976562
	Iteration 18Q: 3 clusters Score -5221806 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5221925.500000 Penalty: 3499.976562
	Iteration 19Q: 3 clusters Score -5221926 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5222029.000000 Penalty: 3499.976562
	Iteration 20F: 3 clusters Score -5222029 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5222094.000000 Penalty: 3499.976562
	Iteration 21Q: 3 clusters Score -5222094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5222161.000000 Penalty: 3499.976562
	Iteration 22Q: 3 clusters Score -5222161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5222188.500000 Penalty: 3499.976562
	Iteration 23Q: 3 clusters Score -5222188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5222212.500000 Penalty: 3499.976562
	Iteration 24Q: 3 clusters Score -5222212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -5222223.500000 Penalty: 3499.976562
	Iteration 25Q: 3 clusters Score -5222224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -5222232.000000 Penalty: 3499.976562
	Iteration 26Q: 3 clusters Score -5222232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -5222248.500000 Penalty: 3499.976562
	Iteration 27Q: 3 clusters Score -5222248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5222254.500000 Penalty: 3499.976562
	Iteration 28Q: 3 clusters Score -5222254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -5222275.000000 Penalty: 3499.976562
	Iteration 29Q: 3 clusters Score -5222275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -5222303.500000 Penalty: 3499.976562
	Iteration 30Q: 3 clusters Score -5222304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5222299.000000 Penalty: 3499.976562
	Iteration 31Q: 3 clusters Score -5222299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5222302.000000 Penalty: 3499.976562
	Iteration 32Q: 3 clusters Score -5222302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -5222300.000000 Penalty: 3499.976562
	Iteration 33Q: 3 clusters Score -5222300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -5222309.500000 Penalty: 3499.976562
	Iteration 34Q: 3 clusters Score -5222310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -5222317.500000 Penalty: 3499.976562
	Iteration 35Q: 3 clusters Score -5222318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -5222320.500000 Penalty: 3499.976562
	Iteration 36Q: 3 clusters Score -5222320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5222312.500000 Penalty: 3499.976562
	Iteration 37Q: 3 clusters Score -5222312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -5222318.000000 Penalty: 3499.976562
	Iteration 38Q: 3 clusters Score -5222318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5222309.500000 Penalty: 3499.976562
	Iteration 39Q: 3 clusters Score -5222310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -5222306.500000 Penalty: 3499.976562
	Iteration 40F: 3 clusters Score -5222306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -5222308.000000 Penalty: 3499.976562
	Iteration 41Q: 3 clusters Score -5222308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5222311.500000 Penalty: 3499.976562
	Iteration 42Q: 3 clusters Score -5222312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -5222318.500000 Penalty: 3499.976562
	Iteration 43Q: 3 clusters Score -5222318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5222323.500000 Penalty: 3499.976562
	Iteration 44Q: 3 clusters Score -5222324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5222324.000000 Penalty: 3499.976562
	Iteration 45Q: 3 clusters Score -5222324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5222321.000000 Penalty: 3499.976562
	Iteration 46Q: 3 clusters Score -5222321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -5222327.000000 Penalty: 3499.976562
	Iteration 47Q: 3 clusters Score -5222327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -5222337.000000 Penalty: 3499.976562
	Iteration 48Q: 3 clusters Score -5222337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -5222337.000000 Penalty: 3499.976562
	Iteration 49Q: 3 clusters Score -5222337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5222336.000000 Penalty: 3499.976562
	Iteration 50Q: 3 clusters Score -5222336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -5222330.000000 Penalty: 3499.976562
	Iteration 51Q: 3 clusters Score -5222330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -5222333.000000 Penalty: 3499.976562
	Iteration 52Q: 3 clusters Score -5222333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5222336.000000 Penalty: 3499.976562
	Iteration 53Q: 3 clusters Score -5222336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5222341.500000 Penalty: 3499.976562
	Iteration 54Q: 3 clusters Score -5222342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -5222339.000000 Penalty: 3499.976562
	Iteration 55Q: 3 clusters Score -5222339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5222339.000000 Penalty: 3499.976562
	Iteration 56Q: 3 clusters Score -5222339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5222339.500000 Penalty: 3499.976562
	Iteration 57Q: 3 clusters Score -5222340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5222339.500000 Penalty: 3499.976562
	Iteration 58F: 3 clusters Score -5222340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 70687 members 
Mstep: Class 7 contains 166222 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 145670 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 35308 members 
Mstep: Class 19 contains 47494 members 
Mstep: Class 20 contains 32622 members 
Mstep: Class 23 contains 122024 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -98803544.000000 Penalty: 42425.843750
Splitting cluster 14 changes total score from -98795912.000000 to -98803544.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 15 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -538994.750000 Penalty: 1380.595093
	Iteration 0F: 2 clusters Score -538994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -535047.250000 Penalty: 2761.190186
	Iteration 0F: 3 clusters Score -535047.2 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -536197.937500 Penalty: 2761.190186
	Iteration 1F: 3 clusters Score -536197.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -536424.875000 Penalty: 2761.190186
	Iteration 2F: 3 clusters Score -536424.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -536612.812500 Penalty: 2761.190186
	Iteration 3F: 3 clusters Score -536612.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -536760.937500 Penalty: 2761.190186
	Iteration 4Q: 3 clusters Score -536760.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -536907.562500 Penalty: 2761.190186
	Iteration 5Q: 3 clusters Score -536907.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -537059.187500 Penalty: 2761.190186
	Iteration 6Q: 3 clusters Score -537059.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -537202.125000 Penalty: 2761.190186
	Iteration 7Q: 3 clusters Score -537202.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -537331.625000 Penalty: 2761.190186
	Iteration 8Q: 3 clusters Score -537331.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -537438.625000 Penalty: 2761.190186
	Iteration 9Q: 3 clusters Score -537438.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -537534.437500 Penalty: 2761.190186
	Iteration 10Q: 3 clusters Score -537534.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -537640.125000 Penalty: 2761.190186
	Iteration 11Q: 3 clusters Score -537640.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -537729.437500 Penalty: 2761.190186
	Iteration 12Q: 3 clusters Score -537729.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -537790.875000 Penalty: 2761.190186
	Iteration 13Q: 3 clusters Score -537790.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -537828.625000 Penalty: 2761.190186
	Iteration 14Q: 3 clusters Score -537828.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -537855.875000 Penalty: 2761.190186
	Iteration 15Q: 3 clusters Score -537855.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -537881.500000 Penalty: 2761.190186
	Iteration 16Q: 3 clusters Score -537881.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -537904.375000 Penalty: 2761.190186
	Iteration 17Q: 3 clusters Score -537904.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -537924.937500 Penalty: 2761.190186
	Iteration 18Q: 3 clusters Score -537924.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -537934.375000 Penalty: 2761.190186
	Iteration 19Q: 3 clusters Score -537934.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -537944.250000 Penalty: 2761.190186
	Iteration 20F: 3 clusters Score -537944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -537949.250000 Penalty: 2761.190186
	Iteration 21Q: 3 clusters Score -537949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -537952.000000 Penalty: 2761.190186
	Iteration 22Q: 3 clusters Score -537952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -537955.687500 Penalty: 2761.190186
	Iteration 23Q: 3 clusters Score -537955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -537956.750000 Penalty: 2761.190186
	Iteration 24Q: 3 clusters Score -537956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -537957.875000 Penalty: 2761.190186
	Iteration 25Q: 3 clusters Score -537957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -537959.875000 Penalty: 2761.190186
	Iteration 26Q: 3 clusters Score -537959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -537961.187500 Penalty: 2761.190186
	Iteration 27Q: 3 clusters Score -537961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -537962.500000 Penalty: 2761.190186
	Iteration 28Q: 3 clusters Score -537962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -537969.375000 Penalty: 2761.190186
	Iteration 29Q: 3 clusters Score -537969.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -537976.875000 Penalty: 2761.190186
	Iteration 30Q: 3 clusters Score -537976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -537982.312500 Penalty: 2761.190186
	Iteration 31Q: 3 clusters Score -537982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -537985.375000 Penalty: 2761.190186
	Iteration 32Q: 3 clusters Score -537985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -537990.687500 Penalty: 2761.190186
	Iteration 33Q: 3 clusters Score -537990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -537993.000000 Penalty: 2761.190186
	Iteration 34Q: 3 clusters Score -537993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -537997.562500 Penalty: 2761.190186
	Iteration 35Q: 3 clusters Score -537997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -538000.062500 Penalty: 2761.190186
	Iteration 36Q: 3 clusters Score -538000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -538003.437500 Penalty: 2761.190186
	Iteration 37Q: 3 clusters Score -538003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -538006.937500 Penalty: 2761.190186
	Iteration 38Q: 3 clusters Score -538006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -538009.625000 Penalty: 2761.190186
	Iteration 39Q: 3 clusters Score -538009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -538013.375000 Penalty: 2761.190186
	Iteration 40F: 3 clusters Score -538013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -538015.062500 Penalty: 2761.190186
	Iteration 41Q: 3 clusters Score -538015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -538016.250000 Penalty: 2761.190186
	Iteration 42Q: 3 clusters Score -538016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -538016.250000 Penalty: 2761.190186
	Iteration 43F: 3 clusters Score -538016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -162918.328125 Penalty: 1181.538940
	Iteration 0F: 2 clusters Score -162918.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161186.640625 Penalty: 2363.077881
	Iteration 0F: 3 clusters Score -161186.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161465.265625 Penalty: 2363.077881
	Iteration 1F: 3 clusters Score -161465.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161540.359375 Penalty: 2363.077881
	Iteration 2F: 3 clusters Score -161540.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -161575.328125 Penalty: 2363.077881
	Iteration 3Q: 3 clusters Score -161575.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161603.781250 Penalty: 2363.077881
	Iteration 4Q: 3 clusters Score -161603.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161635.000000 Penalty: 2363.077881
	Iteration 5Q: 3 clusters Score -161635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161660.312500 Penalty: 2363.077881
	Iteration 6Q: 3 clusters Score -161660.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -161676.265625 Penalty: 2363.077881
	Iteration 7Q: 3 clusters Score -161676.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161693.093750 Penalty: 2363.077881
	Iteration 8Q: 3 clusters Score -161693.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -161702.625000 Penalty: 2363.077881
	Iteration 9Q: 3 clusters Score -161702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161707.109375 Penalty: 2363.077881
	Iteration 10Q: 3 clusters Score -161707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -161715.687500 Penalty: 2363.077881
	Iteration 11Q: 3 clusters Score -161715.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161720.453125 Penalty: 2363.077881
	Iteration 12Q: 3 clusters Score -161720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161721.468750 Penalty: 2363.077881
	Iteration 13Q: 3 clusters Score -161721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161722.234375 Penalty: 2363.077881
	Iteration 14Q: 3 clusters Score -161722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -161722.390625 Penalty: 2363.077881
	Iteration 15Q: 3 clusters Score -161722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161723.125000 Penalty: 2363.077881
	Iteration 16Q: 3 clusters Score -161723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161723.125000 Penalty: 2363.077881
	Iteration 17F: 3 clusters Score -161723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -444498.187500 Penalty: 1349.440308
	Iteration 0F: 2 clusters Score -444498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -441120.093750 Penalty: 2698.880615
	Iteration 0F: 3 clusters Score -441120.1 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -442069.593750 Penalty: 2698.880615
	Iteration 1F: 3 clusters Score -442069.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -442316.906250 Penalty: 2698.880615
	Iteration 2F: 3 clusters Score -442316.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -442564.531250 Penalty: 2698.880615
	Iteration 3F: 3 clusters Score -442564.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -442870.375000 Penalty: 2698.880615
	Iteration 4F: 3 clusters Score -442870.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -443168.593750 Penalty: 2698.880615
	Iteration 5F: 3 clusters Score -443168.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -443446.125000 Penalty: 2698.880615
	Iteration 6F: 3 clusters Score -443446.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -443659.031250 Penalty: 2698.880615
	Iteration 7F: 3 clusters Score -443659 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -443810.812500 Penalty: 2698.880615
	Iteration 8Q: 3 clusters Score -443810.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -443918.375000 Penalty: 2698.880615
	Iteration 9Q: 3 clusters Score -443918.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -443979.656250 Penalty: 2698.880615
	Iteration 10Q: 3 clusters Score -443979.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -444020.843750 Penalty: 2698.880615
	Iteration 11Q: 3 clusters Score -444020.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -444053.750000 Penalty: 2698.880615
	Iteration 12Q: 3 clusters Score -444053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -444074.062500 Penalty: 2698.880615
	Iteration 13Q: 3 clusters Score -444074.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -444095.031250 Penalty: 2698.880615
	Iteration 14Q: 3 clusters Score -444095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -444103.093750 Penalty: 2698.880615
	Iteration 15Q: 3 clusters Score -444103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -444107.406250 Penalty: 2698.880615
	Iteration 16Q: 3 clusters Score -444107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -444109.843750 Penalty: 2698.880615
	Iteration 17Q: 3 clusters Score -444109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -444112.593750 Penalty: 2698.880615
	Iteration 18Q: 3 clusters Score -444112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -444112.812500 Penalty: 2698.880615
	Iteration 19Q: 3 clusters Score -444112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -444112.812500 Penalty: 2698.880615
	Iteration 20F: 3 clusters Score -444112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Entering Unmasked Estep 
Score: -3879932.750000 Penalty: 1701.677979
	Iteration 0F: 2 clusters Score -3879933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3856224.750000 Penalty: 3403.355957
	Iteration 0F: 3 clusters Score -3856225 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3866774.500000 Penalty: 3403.355957
	Iteration 1F: 3 clusters Score -3866774 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3868580.000000 Penalty: 3403.355957
	Iteration 2F: 3 clusters Score -3868580 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3870888.250000 Penalty: 3403.355957
	Iteration 3F: 3 clusters Score -3870888 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3873728.000000 Penalty: 3403.355957
	Iteration 4F: 3 clusters Score -3873728 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3876513.250000 Penalty: 3403.355957
	Iteration 5F: 3 clusters Score -3876513 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3878653.000000 Penalty: 3403.355957
	Iteration 6F: 3 clusters Score -3878653 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3879918.750000 Penalty: 3403.355957
	Iteration 7Q: 3 clusters Score -3879919 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3880483.250000 Penalty: 3403.355957
	Iteration 8Q: 3 clusters Score -3880483 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3880764.500000 Penalty: 3403.355957
	Iteration 9Q: 3 clusters Score -3880764 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3880957.750000 Penalty: 3403.355957
	Iteration 10Q: 3 clusters Score -3880958 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3881088.750000 Penalty: 3403.355957
	Iteration 11Q: 3 clusters Score -3881089 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3881211.250000 Penalty: 3403.355957
	Iteration 12Q: 3 clusters Score -3881211 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3881281.250000 Penalty: 3403.355957
	Iteration 13Q: 3 clusters Score -3881281 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3881339.500000 Penalty: 3403.355957
	Iteration 14Q: 3 clusters Score -3881340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3881395.500000 Penalty: 3403.355957
	Iteration 15Q: 3 clusters Score -3881396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3881429.750000 Penalty: 3403.355957
	Iteration 16Q: 3 clusters Score -3881430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3881449.250000 Penalty: 3403.355957
	Iteration 17Q: 3 clusters Score -3881449 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3881464.250000 Penalty: 3403.355957
	Iteration 18Q: 3 clusters Score -3881464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3881467.500000 Penalty: 3403.355957
	Iteration 19Q: 3 clusters Score -3881468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3881479.500000 Penalty: 3403.355957
	Iteration 20F: 3 clusters Score -3881480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3881494.000000 Penalty: 3403.355957
	Iteration 21Q: 3 clusters Score -3881494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3881495.000000 Penalty: 3403.355957
	Iteration 22Q: 3 clusters Score -3881495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3881510.500000 Penalty: 3403.355957
	Iteration 23Q: 3 clusters Score -3881510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3881519.500000 Penalty: 3403.355957
	Iteration 24Q: 3 clusters Score -3881520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3881528.000000 Penalty: 3403.355957
	Iteration 25Q: 3 clusters Score -3881528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3881530.500000 Penalty: 3403.355957
	Iteration 26Q: 3 clusters Score -3881530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3881535.250000 Penalty: 3403.355957
	Iteration 27Q: 3 clusters Score -3881535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3881527.250000 Penalty: 3403.355957
	Iteration 28Q: 3 clusters Score -3881527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3881526.000000 Penalty: 3403.355957
	Iteration 29Q: 3 clusters Score -3881526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3881537.500000 Penalty: 3403.355957
	Iteration 30Q: 3 clusters Score -3881538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3881535.000000 Penalty: 3403.355957
	Iteration 31Q: 3 clusters Score -3881535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3881529.000000 Penalty: 3403.355957
	Iteration 32Q: 3 clusters Score -3881529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3881537.500000 Penalty: 3403.355957
	Iteration 33Q: 3 clusters Score -3881538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3881539.750000 Penalty: 3403.355957
	Iteration 34Q: 3 clusters Score -3881540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3881538.250000 Penalty: 3403.355957
	Iteration 35Q: 3 clusters Score -3881538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3881539.750000 Penalty: 3403.355957
	Iteration 36Q: 3 clusters Score -3881540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3881543.500000 Penalty: 3403.355957
	Iteration 37Q: 3 clusters Score -3881544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3881546.250000 Penalty: 3403.355957
	Iteration 38Q: 3 clusters Score -3881546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3881546.750000 Penalty: 3403.355957
	Iteration 39Q: 3 clusters Score -3881547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3881553.500000 Penalty: 3403.355957
	Iteration 40F: 3 clusters Score -3881554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3881550.750000 Penalty: 3403.355957
	Iteration 41Q: 3 clusters Score -3881551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3881547.250000 Penalty: 3403.355957
	Iteration 42Q: 3 clusters Score -3881547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3881545.750000 Penalty: 3403.355957
	Iteration 43Q: 3 clusters Score -3881546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3881542.000000 Penalty: 3403.355957
	Iteration 44Q: 3 clusters Score -3881542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3881549.000000 Penalty: 3403.355957
	Iteration 45Q: 3 clusters Score -3881549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3881548.000000 Penalty: 3403.355957
	Iteration 46Q: 3 clusters Score -3881548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3881549.500000 Penalty: 3403.355957
	Iteration 47Q: 3 clusters Score -3881550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3881548.000000 Penalty: 3403.355957
	Iteration 48Q: 3 clusters Score -3881548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3881548.250000 Penalty: 3403.355957
	Iteration 49Q: 3 clusters Score -3881548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3881547.000000 Penalty: 3403.355957
	Iteration 50Q: 3 clusters Score -3881547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3881546.500000 Penalty: 3403.355957
	Iteration 51Q: 3 clusters Score -3881546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3881546.500000 Penalty: 3403.355957
	Iteration 52F: 3 clusters Score -3881546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 70687 members 
Mstep: Class 7 contains 166222 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 145670 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 32863 members 
Mstep: Class 19 contains 47494 members 
Mstep: Class 20 contains 32622 members 
Mstep: Class 23 contains 122024 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -98804440.000000 Penalty: 44658.785156
Splitting cluster 18 changes total score from -98795912.000000 to -98804440.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (47494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Entering Unmasked Estep 
Score: -4940014.500000 Penalty: 1749.858154
	Iteration 0F: 2 clusters Score -4940014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4908366.500000 Penalty: 3499.716309
	Iteration 0F: 3 clusters Score -4908366 nChanged 22214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4922188.500000 Penalty: 3499.716309
	Iteration 1F: 3 clusters Score -4922188 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4925107.500000 Penalty: 3499.716309
	Iteration 2F: 3 clusters Score -4925108 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4929375.500000 Penalty: 3499.716309
	Iteration 3F: 3 clusters Score -4929376 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4933704.500000 Penalty: 3499.716309
	Iteration 4F: 3 clusters Score -4933704 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4936686.000000 Penalty: 3499.716309
	Iteration 5F: 3 clusters Score -4936686 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4937981.000000 Penalty: 3499.716309
	Iteration 6F: 3 clusters Score -4937981 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4938437.000000 Penalty: 3499.716309
	Iteration 7Q: 3 clusters Score -4938437 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4938706.000000 Penalty: 3499.716309
	Iteration 8Q: 3 clusters Score -4938706 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -4938892.500000 Penalty: 3499.716309
	Iteration 9Q: 3 clusters Score -4938892 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4939036.000000 Penalty: 3499.716309
	Iteration 10Q: 3 clusters Score -4939036 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4939209.500000 Penalty: 3499.716309
	Iteration 11Q: 3 clusters Score -4939210 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -4939350.000000 Penalty: 3499.716309
	Iteration 12Q: 3 clusters Score -4939350 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4939516.000000 Penalty: 3499.716309
	Iteration 13Q: 3 clusters Score -4939516 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -4939693.500000 Penalty: 3499.716309
	Iteration 14Q: 3 clusters Score -4939694 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -4939916.500000 Penalty: 3499.716309
	Iteration 15Q: 3 clusters Score -4939916 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -4940165.500000 Penalty: 3499.716309
	Iteration 16Q: 3 clusters Score -4940166 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4940419.500000 Penalty: 3499.716309
	Iteration 17Q: 3 clusters Score -4940420 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -4940773.000000 Penalty: 3499.716309
	Iteration 18Q: 3 clusters Score -4940773 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -4941279.000000 Penalty: 3499.716309
	Iteration 19Q: 3 clusters Score -4941279 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -4941864.000000 Penalty: 3499.716309
	Iteration 20F: 3 clusters Score -4941864 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -4942366.500000 Penalty: 3499.716309
	Iteration 21Q: 3 clusters Score -4942366 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -4942686.000000 Penalty: 3499.716309
	Iteration 22Q: 3 clusters Score -4942686 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -4942811.000000 Penalty: 3499.716309
	Iteration 23Q: 3 clusters Score -4942811 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -4942855.000000 Penalty: 3499.716309
	Iteration 24Q: 3 clusters Score -4942855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -4942886.000000 Penalty: 3499.716309
	Iteration 25Q: 3 clusters Score -4942886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -4942903.500000 Penalty: 3499.716309
	Iteration 26Q: 3 clusters Score -4942904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -4942916.500000 Penalty: 3499.716309
	Iteration 27Q: 3 clusters Score -4942916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -4942923.000000 Penalty: 3499.716309
	Iteration 28Q: 3 clusters Score -4942923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -4942937.000000 Penalty: 3499.716309
	Iteration 29Q: 3 clusters Score -4942937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -4942940.500000 Penalty: 3499.716309
	Iteration 30Q: 3 clusters Score -4942940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -4942944.500000 Penalty: 3499.716309
	Iteration 31Q: 3 clusters Score -4942944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -4942948.000000 Penalty: 3499.716309
	Iteration 32Q: 3 clusters Score -4942948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -4942944.000000 Penalty: 3499.716309
	Iteration 33Q: 3 clusters Score -4942944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -4942950.000000 Penalty: 3499.716309
	Iteration 34Q: 3 clusters Score -4942950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -4942952.500000 Penalty: 3499.716309
	Iteration 35Q: 3 clusters Score -4942952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -4942949.000000 Penalty: 3499.716309
	Iteration 36Q: 3 clusters Score -4942949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -4942946.000000 Penalty: 3499.716309
	Iteration 37Q: 3 clusters Score -4942946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -4942952.000000 Penalty: 3499.716309
	Iteration 38Q: 3 clusters Score -4942952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -4942950.000000 Penalty: 3499.716309
	Iteration 39Q: 3 clusters Score -4942950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -4942957.000000 Penalty: 3499.716309
	Iteration 40F: 3 clusters Score -4942957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -4942951.000000 Penalty: 3499.716309
	Iteration 41Q: 3 clusters Score -4942951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -4942947.000000 Penalty: 3499.716309
	Iteration 42Q: 3 clusters Score -4942947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -4942947.000000 Penalty: 3499.716309
	Iteration 43F: 3 clusters Score -4942947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 70687 members 
Mstep: Class 7 contains 166222 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 10 contains 45775 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 145670 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 32863 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 32622 members 
Mstep: Class 23 contains 122024 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -98805960.000000 Penalty: 46891.722656
Splitting cluster 19 changes total score from -98795912.000000 to -98805960.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 20 (32622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Entering Unmasked Estep 
Score: -3588838.250000 Penalty: 1688.820557
	Iteration 0F: 2 clusters Score -3588838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3567041.000000 Penalty: 3377.641113
	Iteration 0F: 3 clusters Score -3567041 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3575361.250000 Penalty: 3377.641113
	Iteration 1F: 3 clusters Score -3575361 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3575802.750000 Penalty: 3377.641113
	Iteration 2Q: 3 clusters Score -3575803 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3576319.500000 Penalty: 3377.641113
	Iteration 3Q: 3 clusters Score -3576320 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3577063.250000 Penalty: 3377.641113
	Iteration 4Q: 3 clusters Score -3577063 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3578215.750000 Penalty: 3377.641113
	Iteration 5F: 3 clusters Score -3578216 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3579901.500000 Penalty: 3377.641113
	Iteration 6F: 3 clusters Score -3579902 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3582019.500000 Penalty: 3377.641113
	Iteration 7F: 3 clusters Score -3582020 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3584120.000000 Penalty: 3377.641113
	Iteration 8F: 3 clusters Score -3584120 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3585631.750000 Penalty: 3377.641113
	Iteration 9F: 3 clusters Score -3585632 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3586553.250000 Penalty: 3377.641113
	Iteration 10Q: 3 clusters Score -3586553 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3587092.000000 Penalty: 3377.641113
	Iteration 11Q: 3 clusters Score -3587092 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3587406.000000 Penalty: 3377.641113
	Iteration 12Q: 3 clusters Score -3587406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3587613.750000 Penalty: 3377.641113
	Iteration 13Q: 3 clusters Score -3587614 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3587751.500000 Penalty: 3377.641113
	Iteration 14Q: 3 clusters Score -3587752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3587833.500000 Penalty: 3377.641113
	Iteration 15Q: 3 clusters Score -3587834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3587887.250000 Penalty: 3377.641113
	Iteration 16Q: 3 clusters Score -3587887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3587905.000000 Penalty: 3377.641113
	Iteration 17Q: 3 clusters Score -3587905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3587920.250000 Penalty: 3377.641113
	Iteration 18Q: 3 clusters Score -3587920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3587931.750000 Penalty: 3377.641113
	Iteration 19Q: 3 clusters Score -3587932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3587932.250000 Penalty: 3377.641113
	Iteration 20F: 3 clusters Score -3587932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3587934.250000 Penalty: 3377.641113
	Iteration 21Q: 3 clusters Score -3587934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3587938.250000 Penalty: 3377.641113
	Iteration 22Q: 3 clusters Score -3587938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3587950.250000 Penalty: 3377.641113
	Iteration 23Q: 3 clusters Score -3587950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3587956.750000 Penalty: 3377.641113
	Iteration 24Q: 3 clusters Score -3587957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3587965.500000 Penalty: 3377.641113
	Iteration 25Q: 3 clusters Score -3587966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3587968.000000 Penalty: 3377.641113
	Iteration 26Q: 3 clusters Score -3587968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3587966.750000 Penalty: 3377.641113
	Iteration 27Q: 3 clusters Score -3587967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3587974.500000 Penalty: 3377.641113
	Iteration 28Q: 3 clusters Score -3587974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3587973.500000 Penalty: 3377.641113
	Iteration 29Q: 3 clusters Score -3587974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3587977.000000 Penalty: 3377.641113
	Iteration 30Q: 3 clusters Score -3587977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3587981.750000 Penalty: 3377.641113
	Iteration 31Q: 3 clusters Score -3587982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3587988.000000 Penalty: 3377.641113
	Iteration 32Q: 3 clusters Score -3587988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3587988.250000 Penalty: 3377.641113
	Iteration 33Q: 3 clusters Score -3587988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3587989.250000 Penalty: 3377.641113
	Iteration 34Q: 3 clusters Score -3587989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3587991.750000 Penalty: 3377.641113
	Iteration 35Q: 3 clusters Score -3587992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3587989.250000 Penalty: 3377.641113
	Iteration 36Q: 3 clusters Score -3587989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3587988.500000 Penalty: 3377.641113
	Iteration 37Q: 3 clusters Score -3587988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3587989.000000 Penalty: 3377.641113
	Iteration 38Q: 3 clusters Score -3587989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3587990.750000 Penalty: 3377.641113
	Iteration 39Q: 3 clusters Score -3587991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3587990.750000 Penalty: 3377.641113
	Iteration 40F: 3 clusters Score -3587991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Entering Unmasked Estep 
Score: -13398409.000000 Penalty: 1903.195679
	Iteration 0F: 2 clusters Score -1.339841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -13316685.000000 Penalty: 3806.391357
	Iteration 0F: 3 clusters Score -1.331668e+07 nChanged 58705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -13350838.000000 Penalty: 3806.391357
	Iteration 1F: 3 clusters Score -1.335084e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -13352062.000000 Penalty: 3806.391357
	Iteration 2Q: 3 clusters Score -1.335206e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -13354462.000000 Penalty: 3806.391357
	Iteration 3Q: 3 clusters Score -1.335446e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -13358977.000000 Penalty: 3806.391357
	Iteration 4F: 3 clusters Score -1.335898e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -13367163.000000 Penalty: 3806.391357
	Iteration 5F: 3 clusters Score -1.336716e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -13378755.000000 Penalty: 3806.391357
	Iteration 6F: 3 clusters Score -1.337876e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -13389387.000000 Penalty: 3806.391357
	Iteration 7F: 3 clusters Score -1.338939e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 119605 members 
Entering Unmasked Estep 
Score: -13394403.000000 Penalty: 3806.391357
	Iteration 8Q: 3 clusters Score -1.33944e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -13396029.000000 Penalty: 3806.391357
	Iteration 9Q: 3 clusters Score -1.339603e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -13396456.000000 Penalty: 3806.391357
	Iteration 10Q: 3 clusters Score -1.339646e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 121765 members 
Entering Unmasked Estep 
Score: -13396603.000000 Penalty: 3806.391357
	Iteration 11Q: 3 clusters Score -1.33966e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -13396676.000000 Penalty: 3806.391357
	Iteration 12Q: 3 clusters Score -1.339668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 121816 members 
Entering Unmasked Estep 
Score: -13396740.000000 Penalty: 3806.391357
	Iteration 13Q: 3 clusters Score -1.339674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 121818 members 
Entering Unmasked Estep 
Score: -13396754.000000 Penalty: 3806.391357
	Iteration 14Q: 3 clusters Score -1.339675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -13396780.000000 Penalty: 3806.391357
	Iteration 15Q: 3 clusters Score -1.339678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -13396802.000000 Penalty: 3806.391357
	Iteration 16Q: 3 clusters Score -1.33968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -13396806.000000 Penalty: 3806.391357
	Iteration 17Q: 3 clusters Score -1.339681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -13396823.000000 Penalty: 3806.391357
	Iteration 18Q: 3 clusters Score -1.339682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -13396816.000000 Penalty: 3806.391357
	Iteration 19Q: 3 clusters Score -1.339682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -13396816.000000 Penalty: 3806.391357
	Iteration 20F: 3 clusters Score -1.339682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -13396825.000000 Penalty: 3806.391357
	Iteration 21Q: 3 clusters Score -1.339682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -13396825.000000 Penalty: 3806.391357
	Iteration 22F: 3 clusters Score -1.339682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -32330.257812 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -32330.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31426.710938 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -31426.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31509.570312 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -31509.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31532.154297 Penalty: 1853.729370
	Iteration 2Q: 3 clusters Score -31532.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31538.392578 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -31538.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31539.742188 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -31539.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31539.742188 Penalty: 1853.729370
	Iteration 5F: 3 clusters Score -31539.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 6 contains 70687 members 
Mstep: Class 7 contains 166222 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 145670 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 32863 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 32622 members 
Mstep: Class 23 contains 122024 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2187.802979 but Gain 2232.937500
Score: -98808824.000000 Penalty: 44658.785156
Iteration 39Q: 21 clusters Score -9.880882e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 224299 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 45578 members 
Mstep: Class 6 contains 73270 members 
Mstep: Class 7 contains 166290 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 143360 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 33602 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 32756 members 
Mstep: Class 23 contains 122433 members 
Mstep: Class 24 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98813456.000000 Penalty: 44658.785156
Iteration 40F: 21 clusters Score -9.881346e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 222742 members 
Mstep: Class 2 contains 9502 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 46001 members 
Mstep: Class 6 contains 75617 members 
Mstep: Class 7 contains 165689 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 45801 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 140928 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 33922 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 32721 members 
Mstep: Class 23 contains 122335 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98817232.000000 Penalty: 44658.785156
Iteration 41Q: 21 clusters Score -9.881723e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 221705 members 
Mstep: Class 2 contains 9815 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 46286 members 
Mstep: Class 6 contains 77887 members 
Mstep: Class 7 contains 165075 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 11391 members 
Mstep: Class 10 contains 46189 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 138603 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 34108 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 32654 members 
Mstep: Class 23 contains 122341 members 
Mstep: Class 24 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98819680.000000 Penalty: 44658.785156
Iteration 42Q: 21 clusters Score -9.881968e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 220913 members 
Mstep: Class 2 contains 10054 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 46471 members 
Mstep: Class 6 contains 80201 members 
Mstep: Class 7 contains 164488 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 11702 members 
Mstep: Class 10 contains 46457 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 136385 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 34224 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 32531 members 
Mstep: Class 23 contains 122364 members 
Mstep: Class 24 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98821496.000000 Penalty: 44658.785156
Iteration 43Q: 21 clusters Score -9.88215e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 220254 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 46613 members 
Mstep: Class 6 contains 82766 members 
Mstep: Class 7 contains 163983 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 12022 members 
Mstep: Class 10 contains 46609 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 133947 members 
Mstep: Class 14 contains 1419 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 17 contains 4475 members 
Mstep: Class 18 contains 34279 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 32364 members 
Mstep: Class 23 contains 122408 members 
Mstep: Class 24 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98823768.000000 Penalty: 44658.785156
Iteration 44Q: 21 clusters Score -9.882377e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219780 members 
Mstep: Class 2 contains 10452 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 46752 members 
Mstep: Class 6 contains 85539 members 
Mstep: Class 7 contains 163468 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 12324 members 
Mstep: Class 10 contains 46686 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 131277 members 
Mstep: Class 14 contains 1419 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 34317 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 32215 members 
Mstep: Class 23 contains 122449 members 
Mstep: Class 24 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98825880.000000 Penalty: 44658.785156
Iteration 45Q: 21 clusters Score -9.882588e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219397 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 46910 members 
Mstep: Class 6 contains 88512 members 
Mstep: Class 7 contains 162930 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 12653 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 128296 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 34342 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 32107 members 
Mstep: Class 23 contains 122484 members 
Mstep: Class 24 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98828232.000000 Penalty: 44658.785156
Iteration 46Q: 21 clusters Score -9.882823e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219065 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 47048 members 
Mstep: Class 6 contains 91647 members 
Mstep: Class 7 contains 162513 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 125113 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 4678 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 31993 members 
Mstep: Class 23 contains 122514 members 
Mstep: Class 24 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98830904.000000 Penalty: 44658.785156
Iteration 47Q: 21 clusters Score -9.88309e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 218789 members 
Mstep: Class 2 contains 10841 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 47175 members 
Mstep: Class 6 contains 94989 members 
Mstep: Class 7 contains 162084 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 13401 members 
Mstep: Class 10 contains 46911 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 121733 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 34345 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 31897 members 
Mstep: Class 23 contains 122518 members 
Mstep: Class 24 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98833152.000000 Penalty: 44658.785156
Iteration 48Q: 21 clusters Score -9.883315e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 218621 members 
Mstep: Class 2 contains 10944 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 47285 members 
Mstep: Class 6 contains 98453 members 
Mstep: Class 7 contains 161747 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 46960 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 118084 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 4684 members 
Mstep: Class 17 contains 4790 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 31792 members 
Mstep: Class 23 contains 122558 members 
Mstep: Class 24 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98835976.000000 Penalty: 44658.785156
Iteration 49Q: 21 clusters Score -9.883598e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 218577 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 47392 members 
Mstep: Class 6 contains 101905 members 
Mstep: Class 7 contains 161438 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 10 contains 46981 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 114242 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 17 contains 4829 members 
Mstep: Class 18 contains 34274 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 31727 members 
Mstep: Class 23 contains 122617 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98837992.000000 Penalty: 44658.785156
Iteration 50Q: 21 clusters Score -9.883799e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 218666 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 105199 members 
Mstep: Class 7 contains 161269 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 46997 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 110370 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 34242 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 31659 members 
Mstep: Class 23 contains 122621 members 
Mstep: Class 24 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98840192.000000 Penalty: 44658.785156
Iteration 51Q: 21 clusters Score -9.884019e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 218733 members 
Mstep: Class 2 contains 11260 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 47614 members 
Mstep: Class 6 contains 108331 members 
Mstep: Class 7 contains 161138 members 
Mstep: Class 8 contains 3504 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 46992 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 106623 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 17 contains 4924 members 
Mstep: Class 18 contains 34232 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 31590 members 
Mstep: Class 23 contains 122652 members 
Mstep: Class 24 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98842144.000000 Penalty: 44658.785156
Iteration 52Q: 21 clusters Score -9.884214e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 218871 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 2280 members 
Mstep: Class 5 contains 47717 members 
Mstep: Class 6 contains 111151 members 
Mstep: Class 7 contains 161082 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 46972 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 103132 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 34194 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 31547 members 
Mstep: Class 23 contains 122671 members 
Mstep: Class 24 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98843968.000000 Penalty: 44658.785156
Iteration 53Q: 21 clusters Score -9.884397e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219056 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 47810 members 
Mstep: Class 6 contains 113671 members 
Mstep: Class 7 contains 161038 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 46957 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 99912 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 4771 members 
Mstep: Class 17 contains 5003 members 
Mstep: Class 18 contains 34166 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 31540 members 
Mstep: Class 23 contains 122699 members 
Mstep: Class 24 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98845656.000000 Penalty: 44658.785156
Iteration 54Q: 21 clusters Score -9.884566e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219274 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 47910 members 
Mstep: Class 6 contains 115779 members 
Mstep: Class 7 contains 161006 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 16078 members 
Mstep: Class 10 contains 46947 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 97005 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 34167 members 
Mstep: Class 19 contains 1279 members 
Mstep: Class 20 contains 31563 members 
Mstep: Class 23 contains 122701 members 
Mstep: Class 24 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98846304.000000 Penalty: 44658.785156
Iteration 55Q: 21 clusters Score -9.88463e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219536 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 48000 members 
Mstep: Class 6 contains 117504 members 
Mstep: Class 7 contains 160974 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 46926 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 94462 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 4807 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 34167 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 31579 members 
Mstep: Class 23 contains 122688 members 
Mstep: Class 24 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847320.000000 Penalty: 44658.785156
Iteration 56Q: 21 clusters Score -9.884732e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 219830 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 48099 members 
Mstep: Class 6 contains 118978 members 
Mstep: Class 7 contains 161059 members 
Mstep: Class 8 contains 3561 members 
Mstep: Class 9 contains 16697 members 
Mstep: Class 10 contains 46889 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 92147 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 34178 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 31592 members 
Mstep: Class 23 contains 122666 members 
Mstep: Class 24 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98847696.000000 Penalty: 44658.785156
Iteration 57Q: 21 clusters Score -9.88477e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 220055 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 2322 members 
Mstep: Class 5 contains 48191 members 
Mstep: Class 6 contains 120172 members 
Mstep: Class 7 contains 161163 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 16935 members 
Mstep: Class 10 contains 46858 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 90205 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 34200 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 31616 members 
Mstep: Class 23 contains 122643 members 
Mstep: Class 24 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98848264.000000 Penalty: 44658.785156
Iteration 58Q: 21 clusters Score -9.884826e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 220214 members 
Mstep: Class 2 contains 11815 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 48274 members 
Mstep: Class 6 contains 121177 members 
Mstep: Class 7 contains 161274 members 
Mstep: Class 8 contains 3569 members 
Mstep: Class 9 contains 17186 members 
Mstep: Class 10 contains 46828 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 88510 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 4876 members 
Mstep: Class 17 contains 5164 members 
Mstep: Class 18 contains 34222 members 
Mstep: Class 19 contains 1218 members 
Mstep: Class 20 contains 31647 members 
Mstep: Class 23 contains 122639 members 
Mstep: Class 24 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98848624.000000 Penalty: 44658.785156
Iteration 59Q: 21 clusters Score -9.884862e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 220351 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 48371 members 
Mstep: Class 6 contains 121973 members 
Mstep: Class 7 contains 161380 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 17423 members 
Mstep: Class 10 contains 46797 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 87050 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 34237 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 31683 members 
Mstep: Class 23 contains 122651 members 
Mstep: Class 24 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849056.000000 Penalty: 44658.785156
Iteration 60F: 21 clusters Score -9.884906e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220471 members 
Mstep: Class 2 contains 11895 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 48459 members 
Mstep: Class 6 contains 122786 members 
Mstep: Class 7 contains 161414 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 46767 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 85629 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 34251 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 31713 members 
Mstep: Class 23 contains 122667 members 
Mstep: Class 24 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849272.000000 Penalty: 44658.785156
Iteration 61Q: 21 clusters Score -9.884927e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220546 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 48535 members 
Mstep: Class 6 contains 123461 members 
Mstep: Class 7 contains 161457 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 46759 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 84437 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 4915 members 
Mstep: Class 17 contains 5222 members 
Mstep: Class 18 contains 34245 members 
Mstep: Class 19 contains 1192 members 
Mstep: Class 20 contains 31739 members 
Mstep: Class 23 contains 122676 members 
Mstep: Class 24 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849688.000000 Penalty: 44658.785156
Iteration 62Q: 21 clusters Score -9.884969e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220591 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 48592 members 
Mstep: Class 6 contains 124017 members 
Mstep: Class 7 contains 161535 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 18180 members 
Mstep: Class 10 contains 46750 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 83389 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 4933 members 
Mstep: Class 17 contains 5243 members 
Mstep: Class 18 contains 34211 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 31769 members 
Mstep: Class 23 contains 122683 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849840.000000 Penalty: 44658.785156
Iteration 63Q: 21 clusters Score -9.884984e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220652 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 48655 members 
Mstep: Class 6 contains 124507 members 
Mstep: Class 7 contains 161564 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 18421 members 
Mstep: Class 10 contains 46702 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 82479 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 4947 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 34193 members 
Mstep: Class 19 contains 1140 members 
Mstep: Class 20 contains 31803 members 
Mstep: Class 23 contains 122688 members 
Mstep: Class 24 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849728.000000 Penalty: 44658.785156
Iteration 64Q: 21 clusters Score -9.884973e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220688 members 
Mstep: Class 2 contains 12048 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 48689 members 
Mstep: Class 6 contains 124893 members 
Mstep: Class 7 contains 161555 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 18644 members 
Mstep: Class 10 contains 46651 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 81762 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 4969 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 34176 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 31825 members 
Mstep: Class 23 contains 122699 members 
Mstep: Class 24 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849752.000000 Penalty: 44658.785156
Iteration 65Q: 21 clusters Score -9.884975e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220743 members 
Mstep: Class 2 contains 12083 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 125164 members 
Mstep: Class 7 contains 161519 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 18847 members 
Mstep: Class 10 contains 46579 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 81175 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 34174 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 31852 members 
Mstep: Class 23 contains 122717 members 
Mstep: Class 24 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98849880.000000 Penalty: 44658.785156
Iteration 66Q: 21 clusters Score -9.884988e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220786 members 
Mstep: Class 2 contains 12122 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 48751 members 
Mstep: Class 6 contains 125391 members 
Mstep: Class 7 contains 161491 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 19068 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 80649 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 18 contains 34165 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 31882 members 
Mstep: Class 23 contains 122712 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850008.000000 Penalty: 44658.785156
Iteration 67Q: 21 clusters Score -9.885001e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220768 members 
Mstep: Class 2 contains 12155 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 48766 members 
Mstep: Class 6 contains 125575 members 
Mstep: Class 7 contains 161494 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 19290 members 
Mstep: Class 10 contains 46466 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 80203 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 34169 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 31909 members 
Mstep: Class 23 contains 122701 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850272.000000 Penalty: 44658.785156
Iteration 68Q: 21 clusters Score -9.885027e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220791 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 48780 members 
Mstep: Class 6 contains 125740 members 
Mstep: Class 7 contains 161480 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 19493 members 
Mstep: Class 10 contains 46412 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 79815 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5038 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 34162 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 31923 members 
Mstep: Class 23 contains 122683 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850608.000000 Penalty: 44658.785156
Iteration 69Q: 21 clusters Score -9.885061e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220781 members 
Mstep: Class 2 contains 12205 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 48790 members 
Mstep: Class 6 contains 125871 members 
Mstep: Class 7 contains 161503 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 19683 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 79480 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 34152 members 
Mstep: Class 19 contains 1101 members 
Mstep: Class 20 contains 31927 members 
Mstep: Class 23 contains 122668 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850896.000000 Penalty: 44658.785156
Iteration 70Q: 21 clusters Score -9.88509e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220749 members 
Mstep: Class 2 contains 12235 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 125971 members 
Mstep: Class 7 contains 161504 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 46329 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 79189 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 1096 members 
Mstep: Class 20 contains 31932 members 
Mstep: Class 23 contains 122664 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851024.000000 Penalty: 44658.785156
Iteration 71Q: 21 clusters Score -9.885102e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220712 members 
Mstep: Class 2 contains 12254 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48788 members 
Mstep: Class 6 contains 126060 members 
Mstep: Class 7 contains 161546 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 20061 members 
Mstep: Class 10 contains 46295 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 78912 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 18 contains 34143 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 31949 members 
Mstep: Class 23 contains 122649 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98850992.000000 Penalty: 44658.785156
Iteration 72Q: 21 clusters Score -9.885099e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220673 members 
Mstep: Class 2 contains 12278 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 48784 members 
Mstep: Class 6 contains 126134 members 
Mstep: Class 7 contains 161565 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 20232 members 
Mstep: Class 10 contains 46249 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 78674 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 17 contains 5450 members 
Mstep: Class 18 contains 34146 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 31967 members 
Mstep: Class 23 contains 122647 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851056.000000 Penalty: 44658.785156
Iteration 73Q: 21 clusters Score -9.885106e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 12311 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48775 members 
Mstep: Class 6 contains 126197 members 
Mstep: Class 7 contains 161631 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 20359 members 
Mstep: Class 10 contains 46215 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 78464 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5088 members 
Mstep: Class 17 contains 5466 members 
Mstep: Class 18 contains 34137 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 20 contains 31976 members 
Mstep: Class 23 contains 122658 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851032.000000 Penalty: 44658.785156
Iteration 74Q: 21 clusters Score -9.885103e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220558 members 
Mstep: Class 2 contains 12343 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48764 members 
Mstep: Class 6 contains 126247 members 
Mstep: Class 7 contains 161685 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 78293 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 17 contains 5480 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 1085 members 
Mstep: Class 20 contains 31979 members 
Mstep: Class 23 contains 122647 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851160.000000 Penalty: 44658.785156
Iteration 75Q: 21 clusters Score -9.885116e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220469 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48760 members 
Mstep: Class 6 contains 126304 members 
Mstep: Class 7 contains 161723 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 20603 members 
Mstep: Class 10 contains 46138 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 78162 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 17 contains 5488 members 
Mstep: Class 18 contains 34120 members 
Mstep: Class 19 contains 1085 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 23 contains 122638 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851280.000000 Penalty: 44658.785156
Iteration 76Q: 21 clusters Score -9.885128e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220425 members 
Mstep: Class 2 contains 12435 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48751 members 
Mstep: Class 6 contains 126347 members 
Mstep: Class 7 contains 161747 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 20696 members 
Mstep: Class 10 contains 46097 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 78021 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 17 contains 5504 members 
Mstep: Class 18 contains 34117 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 20 contains 31991 members 
Mstep: Class 23 contains 122636 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851392.000000 Penalty: 44658.785156
Iteration 77Q: 21 clusters Score -9.885139e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220375 members 
Mstep: Class 2 contains 12486 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 48737 members 
Mstep: Class 6 contains 126382 members 
Mstep: Class 7 contains 161783 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 20783 members 
Mstep: Class 10 contains 46063 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 77907 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5118 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 34110 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 31983 members 
Mstep: Class 23 contains 122630 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98851600.000000 Penalty: 44658.785156
Iteration 78Q: 21 clusters Score -9.88516e+07 nChanged 542
Entering ConstructFrom: 
Score: -98851600.000000 Penalty: 44658.785156
Entering ConstructFrom: 
Trying to split cluster 1 (220313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220313 members 
Entering Unmasked Estep 
Score: -23672458.000000 Penalty: 1999.205811
	Iteration 0F: 2 clusters Score -2.367246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110277 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -23546326.000000 Penalty: 3998.411621
	Iteration 0F: 3 clusters Score -2.354633e+07 nChanged 106545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -23609212.000000 Penalty: 3998.411621
	Iteration 1F: 3 clusters Score -2.360921e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -23610468.000000 Penalty: 3998.411621
	Iteration 2Q: 3 clusters Score -2.361047e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123497 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -23612340.000000 Penalty: 3998.411621
	Iteration 3Q: 3 clusters Score -2.361234e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131134 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -23615906.000000 Penalty: 3998.411621
	Iteration 4Q: 3 clusters Score -2.361591e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -23622178.000000 Penalty: 3998.411621
	Iteration 5F: 3 clusters Score -2.362218e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158081 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -23631464.000000 Penalty: 3998.411621
	Iteration 6F: 3 clusters Score -2.363146e+07 nChanged 20068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -23642998.000000 Penalty: 3998.411621
	Iteration 7F: 3 clusters Score -2.3643e+07 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -23654152.000000 Penalty: 3998.411621
	Iteration 8F: 3 clusters Score -2.365415e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210043 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -23663038.000000 Penalty: 3998.411621
	Iteration 9F: 3 clusters Score -2.366304e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216293 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -23667900.000000 Penalty: 3998.411621
	Iteration 10Q: 3 clusters Score -2.36679e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218642 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -23669716.000000 Penalty: 3998.411621
	Iteration 11Q: 3 clusters Score -2.366972e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219381 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23670424.000000 Penalty: 3998.411621
	Iteration 12Q: 3 clusters Score -2.367042e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219631 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -23670662.000000 Penalty: 3998.411621
	Iteration 13Q: 3 clusters Score -2.367066e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219741 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23670806.000000 Penalty: 3998.411621
	Iteration 14Q: 3 clusters Score -2.367081e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219788 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -23670856.000000 Penalty: 3998.411621
	Iteration 15Q: 3 clusters Score -2.367086e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219814 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -23670872.000000 Penalty: 3998.411621
	Iteration 16Q: 3 clusters Score -2.367087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219827 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -23670912.000000 Penalty: 3998.411621
	Iteration 17Q: 3 clusters Score -2.367091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219844 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -23670924.000000 Penalty: 3998.411621
	Iteration 18Q: 3 clusters Score -2.367092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219860 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23670952.000000 Penalty: 3998.411621
	Iteration 19Q: 3 clusters Score -2.367095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219870 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23670966.000000 Penalty: 3998.411621
	Iteration 20F: 3 clusters Score -2.367097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219882 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23670978.000000 Penalty: 3998.411621
	Iteration 21Q: 3 clusters Score -2.367098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219883 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23670990.000000 Penalty: 3998.411621
	Iteration 22Q: 3 clusters Score -2.367099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219884 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23670988.000000 Penalty: 3998.411621
	Iteration 23Q: 3 clusters Score -2.367099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219886 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -23671000.000000 Penalty: 3998.411621
	Iteration 24Q: 3 clusters Score -2.3671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219887 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23670994.000000 Penalty: 3998.411621
	Iteration 25Q: 3 clusters Score -2.367099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219888 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23671000.000000 Penalty: 3998.411621
	Iteration 26Q: 3 clusters Score -2.3671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219888 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23671000.000000 Penalty: 3998.411621
	Iteration 27F: 3 clusters Score -2.3671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Entering Unmasked Estep 
Score: -1388747.625000 Penalty: 1533.239746
	Iteration 0F: 2 clusters Score -1388748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1379894.250000 Penalty: 3066.479492
	Iteration 0F: 3 clusters Score -1379894 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1383046.750000 Penalty: 3066.479492
	Iteration 1F: 3 clusters Score -1383047 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1383480.750000 Penalty: 3066.479492
	Iteration 2F: 3 clusters Score -1383481 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1383922.250000 Penalty: 3066.479492
	Iteration 3F: 3 clusters Score -1383922 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1384363.500000 Penalty: 3066.479492
	Iteration 4F: 3 clusters Score -1384364 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1384804.625000 Penalty: 3066.479492
	Iteration 5F: 3 clusters Score -1384805 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1385274.250000 Penalty: 3066.479492
	Iteration 6F: 3 clusters Score -1385274 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1385719.875000 Penalty: 3066.479492
	Iteration 7Q: 3 clusters Score -1385720 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1386113.250000 Penalty: 3066.479492
	Iteration 8Q: 3 clusters Score -1386113 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1386378.000000 Penalty: 3066.479492
	Iteration 9Q: 3 clusters Score -1386378 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1386555.500000 Penalty: 3066.479492
	Iteration 10Q: 3 clusters Score -1386556 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1386701.625000 Penalty: 3066.479492
	Iteration 11Q: 3 clusters Score -1386702 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1386825.375000 Penalty: 3066.479492
	Iteration 12Q: 3 clusters Score -1386825 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1386932.750000 Penalty: 3066.479492
	Iteration 13Q: 3 clusters Score -1386933 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1387013.000000 Penalty: 3066.479492
	Iteration 14Q: 3 clusters Score -1387013 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1387073.125000 Penalty: 3066.479492
	Iteration 15Q: 3 clusters Score -1387073 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1387137.500000 Penalty: 3066.479492
	Iteration 16Q: 3 clusters Score -1387138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1387198.875000 Penalty: 3066.479492
	Iteration 17Q: 3 clusters Score -1387199 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1387249.750000 Penalty: 3066.479492
	Iteration 18Q: 3 clusters Score -1387250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1387283.250000 Penalty: 3066.479492
	Iteration 19Q: 3 clusters Score -1387283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1387314.375000 Penalty: 3066.479492
	Iteration 20F: 3 clusters Score -1387314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1387341.750000 Penalty: 3066.479492
	Iteration 21Q: 3 clusters Score -1387342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1387360.000000 Penalty: 3066.479492
	Iteration 22Q: 3 clusters Score -1387360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1387376.625000 Penalty: 3066.479492
	Iteration 23Q: 3 clusters Score -1387377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1387396.250000 Penalty: 3066.479492
	Iteration 24Q: 3 clusters Score -1387396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1387413.500000 Penalty: 3066.479492
	Iteration 25Q: 3 clusters Score -1387414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1387425.375000 Penalty: 3066.479492
	Iteration 26Q: 3 clusters Score -1387425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1387435.500000 Penalty: 3066.479492
	Iteration 27Q: 3 clusters Score -1387436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1387442.625000 Penalty: 3066.479492
	Iteration 28Q: 3 clusters Score -1387443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1387446.125000 Penalty: 3066.479492
	Iteration 29Q: 3 clusters Score -1387446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1387454.125000 Penalty: 3066.479492
	Iteration 30Q: 3 clusters Score -1387454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1387463.500000 Penalty: 3066.479492
	Iteration 31Q: 3 clusters Score -1387464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1387473.000000 Penalty: 3066.479492
	Iteration 32Q: 3 clusters Score -1387473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1387479.000000 Penalty: 3066.479492
	Iteration 33Q: 3 clusters Score -1387479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1387484.375000 Penalty: 3066.479492
	Iteration 34Q: 3 clusters Score -1387484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1387487.125000 Penalty: 3066.479492
	Iteration 35Q: 3 clusters Score -1387487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1387491.875000 Penalty: 3066.479492
	Iteration 36Q: 3 clusters Score -1387492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1387493.875000 Penalty: 3066.479492
	Iteration 37Q: 3 clusters Score -1387494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1387493.875000 Penalty: 3066.479492
	Iteration 38Q: 3 clusters Score -1387494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1387493.875000 Penalty: 3066.479492
	Iteration 39F: 3 clusters Score -1387494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -336219.312500 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -336219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -333472.156250 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -333472.2 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -334136.781250 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -334136.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -334274.500000 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -334274.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -334366.781250 Penalty: 2612.831055
	Iteration 3F: 3 clusters Score -334366.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -334432.218750 Penalty: 2612.831055
	Iteration 4Q: 3 clusters Score -334432.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -334506.375000 Penalty: 2612.831055
	Iteration 5Q: 3 clusters Score -334506.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -334633.937500 Penalty: 2612.831055
	Iteration 6Q: 3 clusters Score -334633.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -334844.468750 Penalty: 2612.831055
	Iteration 7F: 3 clusters Score -334844.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -335008.843750 Penalty: 2612.831055
	Iteration 8F: 3 clusters Score -335008.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -335151.625000 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -335151.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -335290.375000 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -335290.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -335445.781250 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -335445.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -335571.406250 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -335571.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -335682.593750 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -335682.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -335739.687500 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -335739.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -335771.437500 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -335771.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -335792.625000 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -335792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -335803.031250 Penalty: 2612.831055
	Iteration 17Q: 3 clusters Score -335803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -335809.437500 Penalty: 2612.831055
	Iteration 18Q: 3 clusters Score -335809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -335813.343750 Penalty: 2612.831055
	Iteration 19Q: 3 clusters Score -335813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -335814.843750 Penalty: 2612.831055
	Iteration 20F: 3 clusters Score -335814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -335817.218750 Penalty: 2612.831055
	Iteration 21Q: 3 clusters Score -335817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -335817.281250 Penalty: 2612.831055
	Iteration 22Q: 3 clusters Score -335817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -335817.500000 Penalty: 2612.831055
	Iteration 23Q: 3 clusters Score -335817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -335820.093750 Penalty: 2612.831055
	Iteration 24Q: 3 clusters Score -335820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -335820.468750 Penalty: 2612.831055
	Iteration 25Q: 3 clusters Score -335820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -335820.468750 Penalty: 2612.831055
	Iteration 26F: 3 clusters Score -335820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -262554.031250 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -262554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -260166.015625 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -260166 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -260675.390625 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -260675.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -260813.234375 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -260813.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -260895.937500 Penalty: 2530.494385
	Iteration 3F: 3 clusters Score -260895.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -260959.265625 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -260959.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -261008.937500 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -261008.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -261065.406250 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -261065.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -261115.828125 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -261115.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -261155.109375 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -261155.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -261180.468750 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -261180.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -261211.031250 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -261211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -261227.828125 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -261227.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -261239.078125 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -261239.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -261251.234375 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -261251.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -261261.031250 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -261261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -261271.953125 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -261272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -261280.937500 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -261280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -261292.250000 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -261292.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -261310.781250 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -261310.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -261323.000000 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -261323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -261336.234375 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -261336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -261350.468750 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -261350.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -261361.750000 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -261361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -261370.812500 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -261370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -261389.187500 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -261389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -261403.625000 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -261403.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -261414.546875 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -261414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -261427.109375 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -261427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -261436.812500 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -261436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -261447.562500 Penalty: 2530.494385
	Iteration 29Q: 3 clusters Score -261447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -261463.312500 Penalty: 2530.494385
	Iteration 30Q: 3 clusters Score -261463.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -261475.500000 Penalty: 2530.494385
	Iteration 31Q: 3 clusters Score -261475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -261484.156250 Penalty: 2530.494385
	Iteration 32Q: 3 clusters Score -261484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -261488.703125 Penalty: 2530.494385
	Iteration 33Q: 3 clusters Score -261488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -261493.890625 Penalty: 2530.494385
	Iteration 34Q: 3 clusters Score -261493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -261499.031250 Penalty: 2530.494385
	Iteration 35Q: 3 clusters Score -261499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -261500.625000 Penalty: 2530.494385
	Iteration 36Q: 3 clusters Score -261500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -261501.890625 Penalty: 2530.494385
	Iteration 37Q: 3 clusters Score -261501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -261504.015625 Penalty: 2530.494385
	Iteration 38Q: 3 clusters Score -261504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -261504.015625 Penalty: 2530.494385
	Iteration 39F: 3 clusters Score -261504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Entering Unmasked Estep 
Score: -5359456.000000 Penalty: 1754.036377
	Iteration 0F: 2 clusters Score -5359456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5326948.500000 Penalty: 3508.072754
	Iteration 0F: 3 clusters Score -5326948 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -5339818.000000 Penalty: 3508.072754
	Iteration 1F: 3 clusters Score -5339818 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -5340386.000000 Penalty: 3508.072754
	Iteration 2Q: 3 clusters Score -5340386 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5340980.000000 Penalty: 3508.072754
	Iteration 3Q: 3 clusters Score -5340980 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5341768.000000 Penalty: 3508.072754
	Iteration 4Q: 3 clusters Score -5341768 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5342674.000000 Penalty: 3508.072754
	Iteration 5Q: 3 clusters Score -5342674 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5343778.000000 Penalty: 3508.072754
	Iteration 6Q: 3 clusters Score -5343778 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5344938.500000 Penalty: 3508.072754
	Iteration 7F: 3 clusters Score -5344938 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5346226.000000 Penalty: 3508.072754
	Iteration 8F: 3 clusters Score -5346226 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5347574.000000 Penalty: 3508.072754
	Iteration 9Q: 3 clusters Score -5347574 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5349035.500000 Penalty: 3508.072754
	Iteration 10Q: 3 clusters Score -5349036 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5350301.500000 Penalty: 3508.072754
	Iteration 11Q: 3 clusters Score -5350302 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -5351416.000000 Penalty: 3508.072754
	Iteration 12Q: 3 clusters Score -5351416 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5352116.500000 Penalty: 3508.072754
	Iteration 13Q: 3 clusters Score -5352116 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -5352518.000000 Penalty: 3508.072754
	Iteration 14Q: 3 clusters Score -5352518 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -5352748.500000 Penalty: 3508.072754
	Iteration 15Q: 3 clusters Score -5352748 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5352927.500000 Penalty: 3508.072754
	Iteration 16Q: 3 clusters Score -5352928 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -5353028.500000 Penalty: 3508.072754
	Iteration 17Q: 3 clusters Score -5353028 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -5353164.000000 Penalty: 3508.072754
	Iteration 18Q: 3 clusters Score -5353164 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5353257.500000 Penalty: 3508.072754
	Iteration 19Q: 3 clusters Score -5353258 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5353404.500000 Penalty: 3508.072754
	Iteration 20F: 3 clusters Score -5353404 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5353490.000000 Penalty: 3508.072754
	Iteration 21Q: 3 clusters Score -5353490 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -5353584.000000 Penalty: 3508.072754
	Iteration 22Q: 3 clusters Score -5353584 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5353685.000000 Penalty: 3508.072754
	Iteration 23Q: 3 clusters Score -5353685 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5353809.000000 Penalty: 3508.072754
	Iteration 24Q: 3 clusters Score -5353809 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5353912.000000 Penalty: 3508.072754
	Iteration 25Q: 3 clusters Score -5353912 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -5354020.000000 Penalty: 3508.072754
	Iteration 26Q: 3 clusters Score -5354020 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5354157.000000 Penalty: 3508.072754
	Iteration 27Q: 3 clusters Score -5354157 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5354285.500000 Penalty: 3508.072754
	Iteration 28Q: 3 clusters Score -5354286 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -5354400.000000 Penalty: 3508.072754
	Iteration 29Q: 3 clusters Score -5354400 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -5354547.500000 Penalty: 3508.072754
	Iteration 30Q: 3 clusters Score -5354548 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5354655.500000 Penalty: 3508.072754
	Iteration 31Q: 3 clusters Score -5354656 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -5354816.500000 Penalty: 3508.072754
	Iteration 32Q: 3 clusters Score -5354816 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -5354929.500000 Penalty: 3508.072754
	Iteration 33Q: 3 clusters Score -5354930 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -5355050.500000 Penalty: 3508.072754
	Iteration 34Q: 3 clusters Score -5355050 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -5355203.000000 Penalty: 3508.072754
	Iteration 35Q: 3 clusters Score -5355203 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5355377.000000 Penalty: 3508.072754
	Iteration 36Q: 3 clusters Score -5355377 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5355510.000000 Penalty: 3508.072754
	Iteration 37Q: 3 clusters Score -5355510 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -5355650.500000 Penalty: 3508.072754
	Iteration 38Q: 3 clusters Score -5355650 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5355785.000000 Penalty: 3508.072754
	Iteration 39Q: 3 clusters Score -5355785 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -5355916.000000 Penalty: 3508.072754
	Iteration 40F: 3 clusters Score -5355916 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5356082.000000 Penalty: 3508.072754
	Iteration 41Q: 3 clusters Score -5356082 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5356242.000000 Penalty: 3508.072754
	Iteration 42Q: 3 clusters Score -5356242 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5356362.000000 Penalty: 3508.072754
	Iteration 43Q: 3 clusters Score -5356362 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -5356452.500000 Penalty: 3508.072754
	Iteration 44Q: 3 clusters Score -5356452 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5356583.500000 Penalty: 3508.072754
	Iteration 45Q: 3 clusters Score -5356584 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5356690.500000 Penalty: 3508.072754
	Iteration 46Q: 3 clusters Score -5356690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5356809.000000 Penalty: 3508.072754
	Iteration 47Q: 3 clusters Score -5356809 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5356929.500000 Penalty: 3508.072754
	Iteration 48Q: 3 clusters Score -5356930 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5357028.000000 Penalty: 3508.072754
	Iteration 49Q: 3 clusters Score -5357028 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5357130.500000 Penalty: 3508.072754
	Iteration 50Q: 3 clusters Score -5357130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5357210.500000 Penalty: 3508.072754
	Iteration 51Q: 3 clusters Score -5357210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5357272.000000 Penalty: 3508.072754
	Iteration 52Q: 3 clusters Score -5357272 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5357334.000000 Penalty: 3508.072754
	Iteration 53Q: 3 clusters Score -5357334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5357391.500000 Penalty: 3508.072754
	Iteration 54Q: 3 clusters Score -5357392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5357460.500000 Penalty: 3508.072754
	Iteration 55Q: 3 clusters Score -5357460 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5357494.500000 Penalty: 3508.072754
	Iteration 56Q: 3 clusters Score -5357494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5357557.000000 Penalty: 3508.072754
	Iteration 57Q: 3 clusters Score -5357557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5357610.000000 Penalty: 3508.072754
	Iteration 58Q: 3 clusters Score -5357610 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5357652.500000 Penalty: 3508.072754
	Iteration 59Q: 3 clusters Score -5357652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5357695.000000 Penalty: 3508.072754
	Iteration 60F: 3 clusters Score -5357695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5357727.000000 Penalty: 3508.072754
	Iteration 61Q: 3 clusters Score -5357727 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5357761.500000 Penalty: 3508.072754
	Iteration 62Q: 3 clusters Score -5357762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5357783.500000 Penalty: 3508.072754
	Iteration 63Q: 3 clusters Score -5357784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5357819.500000 Penalty: 3508.072754
	Iteration 64Q: 3 clusters Score -5357820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5357840.500000 Penalty: 3508.072754
	Iteration 65Q: 3 clusters Score -5357840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5357860.500000 Penalty: 3508.072754
	Iteration 66Q: 3 clusters Score -5357860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5357864.500000 Penalty: 3508.072754
	Iteration 67Q: 3 clusters Score -5357864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5357883.500000 Penalty: 3508.072754
	Iteration 68Q: 3 clusters Score -5357884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5357899.000000 Penalty: 3508.072754
	Iteration 69Q: 3 clusters Score -5357899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5357904.500000 Penalty: 3508.072754
	Iteration 70Q: 3 clusters Score -5357904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5357915.000000 Penalty: 3508.072754
	Iteration 71Q: 3 clusters Score -5357915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5357921.500000 Penalty: 3508.072754
	Iteration 72Q: 3 clusters Score -5357922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5357938.000000 Penalty: 3508.072754
	Iteration 73Q: 3 clusters Score -5357938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5357939.000000 Penalty: 3508.072754
	Iteration 74Q: 3 clusters Score -5357939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5357947.500000 Penalty: 3508.072754
	Iteration 75Q: 3 clusters Score -5357948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5357952.000000 Penalty: 3508.072754
	Iteration 76Q: 3 clusters Score -5357952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5357950.500000 Penalty: 3508.072754
	Iteration 77Q: 3 clusters Score -5357950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5357952.500000 Penalty: 3508.072754
	Iteration 78Q: 3 clusters Score -5357952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5357953.000000 Penalty: 3508.072754
	Iteration 79Q: 3 clusters Score -5357953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5357955.000000 Penalty: 3508.072754
	Iteration 80F: 3 clusters Score -5357955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5357955.500000 Penalty: 3508.072754
	Iteration 81Q: 3 clusters Score -5357956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5357959.500000 Penalty: 3508.072754
	Iteration 82Q: 3 clusters Score -5357960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5357955.500000 Penalty: 3508.072754
	Iteration 83Q: 3 clusters Score -5357956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5357958.500000 Penalty: 3508.072754
	Iteration 84Q: 3 clusters Score -5357958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5357962.500000 Penalty: 3508.072754
	Iteration 85Q: 3 clusters Score -5357962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5357958.000000 Penalty: 3508.072754
	Iteration 86Q: 3 clusters Score -5357958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5357960.000000 Penalty: 3508.072754
	Iteration 87Q: 3 clusters Score -5357960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5357957.500000 Penalty: 3508.072754
	Iteration 88Q: 3 clusters Score -5357958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5357961.500000 Penalty: 3508.072754
	Iteration 89Q: 3 clusters Score -5357962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5357957.000000 Penalty: 3508.072754
	Iteration 90Q: 3 clusters Score -5357957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5357958.500000 Penalty: 3508.072754
	Iteration 91Q: 3 clusters Score -5357958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5357965.000000 Penalty: 3508.072754
	Iteration 92Q: 3 clusters Score -5357965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5357966.000000 Penalty: 3508.072754
	Iteration 93Q: 3 clusters Score -5357966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5357966.000000 Penalty: 3508.072754
	Iteration 94Q: 3 clusters Score -5357966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5357963.500000 Penalty: 3508.072754
	Iteration 95Q: 3 clusters Score -5357964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5357969.500000 Penalty: 3508.072754
	Iteration 96Q: 3 clusters Score -5357970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5357968.500000 Penalty: 3508.072754
	Iteration 97Q: 3 clusters Score -5357968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5357968.500000 Penalty: 3508.072754
	Iteration 98F: 3 clusters Score -5357968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Entering Unmasked Estep 
Score: -13833351.000000 Penalty: 1908.922363
	Iteration 0F: 2 clusters Score -1.383335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -13748829.000000 Penalty: 3817.844727
	Iteration 0F: 3 clusters Score -1.374883e+07 nChanged 60713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -13784425.000000 Penalty: 3817.844727
	Iteration 1F: 3 clusters Score -1.378442e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -13785868.000000 Penalty: 3817.844727
	Iteration 2Q: 3 clusters Score -1.378587e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -13788032.000000 Penalty: 3817.844727
	Iteration 3Q: 3 clusters Score -1.378803e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -13791180.000000 Penalty: 3817.844727
	Iteration 4F: 3 clusters Score -1.379118e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -13796267.000000 Penalty: 3817.844727
	Iteration 5F: 3 clusters Score -1.379627e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -13802936.000000 Penalty: 3817.844727
	Iteration 6F: 3 clusters Score -1.380294e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -13810625.000000 Penalty: 3817.844727
	Iteration 7F: 3 clusters Score -1.381062e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -13816885.000000 Penalty: 3817.844727
	Iteration 8F: 3 clusters Score -1.381688e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -13820091.000000 Penalty: 3817.844727
	Iteration 9Q: 3 clusters Score -1.382009e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -13821531.000000 Penalty: 3817.844727
	Iteration 10Q: 3 clusters Score -1.382153e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -13822470.000000 Penalty: 3817.844727
	Iteration 11Q: 3 clusters Score -1.382247e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -13823412.000000 Penalty: 3817.844727
	Iteration 12Q: 3 clusters Score -1.382341e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -13824261.000000 Penalty: 3817.844727
	Iteration 13Q: 3 clusters Score -1.382426e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -13824919.000000 Penalty: 3817.844727
	Iteration 14Q: 3 clusters Score -1.382492e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -13825630.000000 Penalty: 3817.844727
	Iteration 15Q: 3 clusters Score -1.382563e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -13826276.000000 Penalty: 3817.844727
	Iteration 16Q: 3 clusters Score -1.382628e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -13826768.000000 Penalty: 3817.844727
	Iteration 17Q: 3 clusters Score -1.382677e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -13827231.000000 Penalty: 3817.844727
	Iteration 18Q: 3 clusters Score -1.382723e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -13827721.000000 Penalty: 3817.844727
	Iteration 19Q: 3 clusters Score -1.382772e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -13828218.000000 Penalty: 3817.844727
	Iteration 20F: 3 clusters Score -1.382822e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -13828724.000000 Penalty: 3817.844727
	Iteration 21Q: 3 clusters Score -1.382872e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -13829114.000000 Penalty: 3817.844727
	Iteration 22Q: 3 clusters Score -1.382911e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -13829520.000000 Penalty: 3817.844727
	Iteration 23Q: 3 clusters Score -1.382952e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -13829833.000000 Penalty: 3817.844727
	Iteration 24Q: 3 clusters Score -1.382983e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 116568 members 
Entering Unmasked Estep 
Score: -13830115.000000 Penalty: 3817.844727
	Iteration 25Q: 3 clusters Score -1.383012e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -13830381.000000 Penalty: 3817.844727
	Iteration 26Q: 3 clusters Score -1.383038e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -13830607.000000 Penalty: 3817.844727
	Iteration 27Q: 3 clusters Score -1.383061e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 118628 members 
Entering Unmasked Estep 
Score: -13830871.000000 Penalty: 3817.844727
	Iteration 28Q: 3 clusters Score -1.383087e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -13831121.000000 Penalty: 3817.844727
	Iteration 29Q: 3 clusters Score -1.383112e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -13831317.000000 Penalty: 3817.844727
	Iteration 30Q: 3 clusters Score -1.383132e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -13831448.000000 Penalty: 3817.844727
	Iteration 31Q: 3 clusters Score -1.383145e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -13831522.000000 Penalty: 3817.844727
	Iteration 32Q: 3 clusters Score -1.383152e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -13831650.000000 Penalty: 3817.844727
	Iteration 33Q: 3 clusters Score -1.383165e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -13831674.000000 Penalty: 3817.844727
	Iteration 34Q: 3 clusters Score -1.383167e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -13831767.000000 Penalty: 3817.844727
	Iteration 35Q: 3 clusters Score -1.383177e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -13831829.000000 Penalty: 3817.844727
	Iteration 36Q: 3 clusters Score -1.383183e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -13831853.000000 Penalty: 3817.844727
	Iteration 37Q: 3 clusters Score -1.383185e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 121956 members 
Entering Unmasked Estep 
Score: -13831922.000000 Penalty: 3817.844727
	Iteration 38Q: 3 clusters Score -1.383192e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -13831970.000000 Penalty: 3817.844727
	Iteration 39Q: 3 clusters Score -1.383197e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 122263 members 
Entering Unmasked Estep 
Score: -13831981.000000 Penalty: 3817.844727
	Iteration 40F: 3 clusters Score -1.383198e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -13831987.000000 Penalty: 3817.844727
	Iteration 41Q: 3 clusters Score -1.383199e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -13832030.000000 Penalty: 3817.844727
	Iteration 42Q: 3 clusters Score -1.383203e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 122610 members 
Entering Unmasked Estep 
Score: -13832076.000000 Penalty: 3817.844727
	Iteration 43Q: 3 clusters Score -1.383208e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -13832066.000000 Penalty: 3817.844727
	Iteration 44Q: 3 clusters Score -1.383207e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -13832087.000000 Penalty: 3817.844727
	Iteration 45Q: 3 clusters Score -1.383209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -13832103.000000 Penalty: 3817.844727
	Iteration 46Q: 3 clusters Score -1.38321e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -13832139.000000 Penalty: 3817.844727
	Iteration 47Q: 3 clusters Score -1.383214e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -13832143.000000 Penalty: 3817.844727
	Iteration 48Q: 3 clusters Score -1.383214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -13832160.000000 Penalty: 3817.844727
	Iteration 49Q: 3 clusters Score -1.383216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -13832146.000000 Penalty: 3817.844727
	Iteration 50Q: 3 clusters Score -1.383215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 123089 members 
Entering Unmasked Estep 
Score: -13832169.000000 Penalty: 3817.844727
	Iteration 51Q: 3 clusters Score -1.383217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 123122 members 
Entering Unmasked Estep 
Score: -13832178.000000 Penalty: 3817.844727
	Iteration 52Q: 3 clusters Score -1.383218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -13832175.000000 Penalty: 3817.844727
	Iteration 53Q: 3 clusters Score -1.383218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -13832181.000000 Penalty: 3817.844727
	Iteration 54Q: 3 clusters Score -1.383218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -13832163.000000 Penalty: 3817.844727
	Iteration 55Q: 3 clusters Score -1.383216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -13832166.000000 Penalty: 3817.844727
	Iteration 56Q: 3 clusters Score -1.383217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -13832170.000000 Penalty: 3817.844727
	Iteration 57Q: 3 clusters Score -1.383217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -13832166.000000 Penalty: 3817.844727
	Iteration 58Q: 3 clusters Score -1.383217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -13832165.000000 Penalty: 3817.844727
	Iteration 59Q: 3 clusters Score -1.383216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -13832165.000000 Penalty: 3817.844727
	Iteration 60F: 3 clusters Score -1.383216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -13832176.000000 Penalty: 3817.844727
	Iteration 61Q: 3 clusters Score -1.383218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -13832171.000000 Penalty: 3817.844727
	Iteration 62Q: 3 clusters Score -1.383217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -13832184.000000 Penalty: 3817.844727
	Iteration 63Q: 3 clusters Score -1.383218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -13832184.000000 Penalty: 3817.844727
	Iteration 64Q: 3 clusters Score -1.383218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -13832189.000000 Penalty: 3817.844727
	Iteration 65Q: 3 clusters Score -1.383219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 123288 members 
Entering Unmasked Estep 
Score: -13832189.000000 Penalty: 3817.844727
	Iteration 66Q: 3 clusters Score -1.383219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 123288 members 
Entering Unmasked Estep 
Score: -13832189.000000 Penalty: 3817.844727
	Iteration 67F: 3 clusters Score -1.383219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Entering Unmasked Estep 
Score: -17533756.000000 Penalty: 1949.052979
	Iteration 0F: 2 clusters Score -1.753376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -17428598.000000 Penalty: 3898.105957
	Iteration 0F: 3 clusters Score -1.74286e+07 nChanged 78367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -17475384.000000 Penalty: 3898.105957
	Iteration 1F: 3 clusters Score -1.747538e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -17476964.000000 Penalty: 3898.105957
	Iteration 2Q: 3 clusters Score -1.747696e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98156 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -17479824.000000 Penalty: 3898.105957
	Iteration 3Q: 3 clusters Score -1.747982e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -17485284.000000 Penalty: 3898.105957
	Iteration 4F: 3 clusters Score -1.748528e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -17495220.000000 Penalty: 3898.105957
	Iteration 5F: 3 clusters Score -1.749522e+07 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133751 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -17509524.000000 Penalty: 3898.105957
	Iteration 6F: 3 clusters Score -1.750952e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146632 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -17521764.000000 Penalty: 3898.105957
	Iteration 7F: 3 clusters Score -1.752176e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -17528530.000000 Penalty: 3898.105957
	Iteration 8F: 3 clusters Score -1.752853e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -17531116.000000 Penalty: 3898.105957
	Iteration 9Q: 3 clusters Score -1.753112e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159781 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -17531884.000000 Penalty: 3898.105957
	Iteration 10Q: 3 clusters Score -1.753188e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17532302.000000 Penalty: 3898.105957
	Iteration 11Q: 3 clusters Score -1.75323e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17532464.000000 Penalty: 3898.105957
	Iteration 12Q: 3 clusters Score -1.753246e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160667 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17532586.000000 Penalty: 3898.105957
	Iteration 13Q: 3 clusters Score -1.753259e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17532636.000000 Penalty: 3898.105957
	Iteration 14Q: 3 clusters Score -1.753264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -17532664.000000 Penalty: 3898.105957
	Iteration 15Q: 3 clusters Score -1.753266e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17532692.000000 Penalty: 3898.105957
	Iteration 16Q: 3 clusters Score -1.753269e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -17532726.000000 Penalty: 3898.105957
	Iteration 17Q: 3 clusters Score -1.753273e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160758 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17532760.000000 Penalty: 3898.105957
	Iteration 18Q: 3 clusters Score -1.753276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17532766.000000 Penalty: 3898.105957
	Iteration 19Q: 3 clusters Score -1.753277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160751 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17532774.000000 Penalty: 3898.105957
	Iteration 20F: 3 clusters Score -1.753277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17532794.000000 Penalty: 3898.105957
	Iteration 21Q: 3 clusters Score -1.753279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160736 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17532804.000000 Penalty: 3898.105957
	Iteration 22Q: 3 clusters Score -1.75328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160727 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -17532806.000000 Penalty: 3898.105957
	Iteration 23Q: 3 clusters Score -1.753281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160727 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -17532814.000000 Penalty: 3898.105957
	Iteration 24Q: 3 clusters Score -1.753281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160721 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17532820.000000 Penalty: 3898.105957
	Iteration 25Q: 3 clusters Score -1.753282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17532828.000000 Penalty: 3898.105957
	Iteration 26Q: 3 clusters Score -1.753283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17532840.000000 Penalty: 3898.105957
	Iteration 27Q: 3 clusters Score -1.753284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17532832.000000 Penalty: 3898.105957
	Iteration 28Q: 3 clusters Score -1.753283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17532814.000000 Penalty: 3898.105957
	Iteration 29Q: 3 clusters Score -1.753281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17532824.000000 Penalty: 3898.105957
	Iteration 30Q: 3 clusters Score -1.753282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17532830.000000 Penalty: 3898.105957
	Iteration 31Q: 3 clusters Score -1.753283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17532830.000000 Penalty: 3898.105957
	Iteration 32Q: 3 clusters Score -1.753283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -17532838.000000 Penalty: 3898.105957
	Iteration 33Q: 3 clusters Score -1.753284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17532828.000000 Penalty: 3898.105957
	Iteration 34Q: 3 clusters Score -1.753283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160707 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17532828.000000 Penalty: 3898.105957
	Iteration 35Q: 3 clusters Score -1.753283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160703 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17532828.000000 Penalty: 3898.105957
	Iteration 36Q: 3 clusters Score -1.753283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160702 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17532818.000000 Penalty: 3898.105957
	Iteration 37Q: 3 clusters Score -1.753282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17532834.000000 Penalty: 3898.105957
	Iteration 38Q: 3 clusters Score -1.753283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160699 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17532830.000000 Penalty: 3898.105957
	Iteration 39Q: 3 clusters Score -1.753283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160696 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17532838.000000 Penalty: 3898.105957
	Iteration 40F: 3 clusters Score -1.753284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160694 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17532830.000000 Penalty: 3898.105957
	Iteration 41Q: 3 clusters Score -1.753283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17532838.000000 Penalty: 3898.105957
	Iteration 42Q: 3 clusters Score -1.753284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160687 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -17532844.000000 Penalty: 3898.105957
	Iteration 43Q: 3 clusters Score -1.753284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17532840.000000 Penalty: 3898.105957
	Iteration 44Q: 3 clusters Score -1.753284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17532850.000000 Penalty: 3898.105957
	Iteration 45Q: 3 clusters Score -1.753285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17532848.000000 Penalty: 3898.105957
	Iteration 46Q: 3 clusters Score -1.753285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17532838.000000 Penalty: 3898.105957
	Iteration 47Q: 3 clusters Score -1.753284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17532842.000000 Penalty: 3898.105957
	Iteration 48Q: 3 clusters Score -1.753284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17532848.000000 Penalty: 3898.105957
	Iteration 49Q: 3 clusters Score -1.753285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17532846.000000 Penalty: 3898.105957
	Iteration 50Q: 3 clusters Score -1.753285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160678 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17532834.000000 Penalty: 3898.105957
	Iteration 51Q: 3 clusters Score -1.753283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17532846.000000 Penalty: 3898.105957
	Iteration 52Q: 3 clusters Score -1.753285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17532840.000000 Penalty: 3898.105957
	Iteration 53Q: 3 clusters Score -1.753284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17532840.000000 Penalty: 3898.105957
	Iteration 54F: 3 clusters Score -1.753284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -399290.531250 Penalty: 1334.586304
	Iteration 0F: 2 clusters Score -399290.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -396139.062500 Penalty: 2669.172607
	Iteration 0F: 3 clusters Score -396139.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -396951.343750 Penalty: 2669.172607
	Iteration 1F: 3 clusters Score -396951.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -397127.031250 Penalty: 2669.172607
	Iteration 2F: 3 clusters Score -397127 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -397234.343750 Penalty: 2669.172607
	Iteration 3F: 3 clusters Score -397234.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -397341.718750 Penalty: 2669.172607
	Iteration 4Q: 3 clusters Score -397341.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -397460.625000 Penalty: 2669.172607
	Iteration 5Q: 3 clusters Score -397460.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -397615.406250 Penalty: 2669.172607
	Iteration 6Q: 3 clusters Score -397615.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -397791.937500 Penalty: 2669.172607
	Iteration 7F: 3 clusters Score -397791.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -397957.125000 Penalty: 2669.172607
	Iteration 8Q: 3 clusters Score -397957.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -398089.000000 Penalty: 2669.172607
	Iteration 9Q: 3 clusters Score -398089 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -398186.406250 Penalty: 2669.172607
	Iteration 10Q: 3 clusters Score -398186.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -398237.375000 Penalty: 2669.172607
	Iteration 11Q: 3 clusters Score -398237.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -398279.093750 Penalty: 2669.172607
	Iteration 12Q: 3 clusters Score -398279.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -398310.468750 Penalty: 2669.172607
	Iteration 13Q: 3 clusters Score -398310.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -398326.625000 Penalty: 2669.172607
	Iteration 14Q: 3 clusters Score -398326.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -398338.156250 Penalty: 2669.172607
	Iteration 15Q: 3 clusters Score -398338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -398342.656250 Penalty: 2669.172607
	Iteration 16Q: 3 clusters Score -398342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -398345.218750 Penalty: 2669.172607
	Iteration 17Q: 3 clusters Score -398345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -398345.812500 Penalty: 2669.172607
	Iteration 18Q: 3 clusters Score -398345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -398345.812500 Penalty: 2669.172607
	Iteration 19F: 3 clusters Score -398345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Entering Unmasked Estep 
Score: -2309677.000000 Penalty: 1616.134766
	Iteration 0F: 2 clusters Score -2309677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2295470.000000 Penalty: 3232.269531
	Iteration 0F: 3 clusters Score -2295470 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2300669.500000 Penalty: 3232.269531
	Iteration 1F: 3 clusters Score -2300670 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2301009.250000 Penalty: 3232.269531
	Iteration 2Q: 3 clusters Score -2301009 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2301334.750000 Penalty: 3232.269531
	Iteration 3Q: 3 clusters Score -2301335 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2301686.250000 Penalty: 3232.269531
	Iteration 4Q: 3 clusters Score -2301686 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2302009.750000 Penalty: 3232.269531
	Iteration 5Q: 3 clusters Score -2302010 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2302358.750000 Penalty: 3232.269531
	Iteration 6Q: 3 clusters Score -2302359 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2302743.000000 Penalty: 3232.269531
	Iteration 7Q: 3 clusters Score -2302743 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2303198.750000 Penalty: 3232.269531
	Iteration 8Q: 3 clusters Score -2303199 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2303735.750000 Penalty: 3232.269531
	Iteration 9Q: 3 clusters Score -2303736 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2304326.000000 Penalty: 3232.269531
	Iteration 10Q: 3 clusters Score -2304326 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2304784.750000 Penalty: 3232.269531
	Iteration 11Q: 3 clusters Score -2304785 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2305066.250000 Penalty: 3232.269531
	Iteration 12Q: 3 clusters Score -2305066 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2305238.250000 Penalty: 3232.269531
	Iteration 13Q: 3 clusters Score -2305238 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2305312.750000 Penalty: 3232.269531
	Iteration 14Q: 3 clusters Score -2305313 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2305363.500000 Penalty: 3232.269531
	Iteration 15Q: 3 clusters Score -2305364 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2305411.500000 Penalty: 3232.269531
	Iteration 16Q: 3 clusters Score -2305412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2305458.250000 Penalty: 3232.269531
	Iteration 17Q: 3 clusters Score -2305458 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2305493.250000 Penalty: 3232.269531
	Iteration 18Q: 3 clusters Score -2305493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2305523.250000 Penalty: 3232.269531
	Iteration 19Q: 3 clusters Score -2305523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2305553.750000 Penalty: 3232.269531
	Iteration 20F: 3 clusters Score -2305554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2305574.500000 Penalty: 3232.269531
	Iteration 21Q: 3 clusters Score -2305574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2305597.750000 Penalty: 3232.269531
	Iteration 22Q: 3 clusters Score -2305598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2305609.000000 Penalty: 3232.269531
	Iteration 23Q: 3 clusters Score -2305609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2305617.250000 Penalty: 3232.269531
	Iteration 24Q: 3 clusters Score -2305617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2305625.500000 Penalty: 3232.269531
	Iteration 25Q: 3 clusters Score -2305626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2305647.500000 Penalty: 3232.269531
	Iteration 26Q: 3 clusters Score -2305648 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2305679.500000 Penalty: 3232.269531
	Iteration 27Q: 3 clusters Score -2305680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2305687.000000 Penalty: 3232.269531
	Iteration 28Q: 3 clusters Score -2305687 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2305707.250000 Penalty: 3232.269531
	Iteration 29Q: 3 clusters Score -2305707 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2305723.000000 Penalty: 3232.269531
	Iteration 30Q: 3 clusters Score -2305723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2305739.750000 Penalty: 3232.269531
	Iteration 31Q: 3 clusters Score -2305740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2305758.250000 Penalty: 3232.269531
	Iteration 32Q: 3 clusters Score -2305758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2305776.750000 Penalty: 3232.269531
	Iteration 33Q: 3 clusters Score -2305777 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2305795.250000 Penalty: 3232.269531
	Iteration 34Q: 3 clusters Score -2305795 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2305818.750000 Penalty: 3232.269531
	Iteration 35Q: 3 clusters Score -2305819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2305831.250000 Penalty: 3232.269531
	Iteration 36Q: 3 clusters Score -2305831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2305860.500000 Penalty: 3232.269531
	Iteration 37Q: 3 clusters Score -2305860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2305879.750000 Penalty: 3232.269531
	Iteration 38Q: 3 clusters Score -2305880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2305894.000000 Penalty: 3232.269531
	Iteration 39Q: 3 clusters Score -2305894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2305910.000000 Penalty: 3232.269531
	Iteration 40F: 3 clusters Score -2305910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2305925.500000 Penalty: 3232.269531
	Iteration 41Q: 3 clusters Score -2305926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2305943.500000 Penalty: 3232.269531
	Iteration 42Q: 3 clusters Score -2305944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2305944.500000 Penalty: 3232.269531
	Iteration 43Q: 3 clusters Score -2305944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2305955.750000 Penalty: 3232.269531
	Iteration 44Q: 3 clusters Score -2305956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2305968.250000 Penalty: 3232.269531
	Iteration 45Q: 3 clusters Score -2305968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2305995.000000 Penalty: 3232.269531
	Iteration 46Q: 3 clusters Score -2305995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2306003.500000 Penalty: 3232.269531
	Iteration 47Q: 3 clusters Score -2306004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2306022.250000 Penalty: 3232.269531
	Iteration 48Q: 3 clusters Score -2306022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2306028.000000 Penalty: 3232.269531
	Iteration 49Q: 3 clusters Score -2306028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2306044.500000 Penalty: 3232.269531
	Iteration 50Q: 3 clusters Score -2306044 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2306051.250000 Penalty: 3232.269531
	Iteration 51Q: 3 clusters Score -2306051 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2306066.000000 Penalty: 3232.269531
	Iteration 52Q: 3 clusters Score -2306066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2306070.000000 Penalty: 3232.269531
	Iteration 53Q: 3 clusters Score -2306070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2306072.750000 Penalty: 3232.269531
	Iteration 54Q: 3 clusters Score -2306073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2306075.250000 Penalty: 3232.269531
	Iteration 55Q: 3 clusters Score -2306075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2306087.250000 Penalty: 3232.269531
	Iteration 56Q: 3 clusters Score -2306087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2306086.000000 Penalty: 3232.269531
	Iteration 57Q: 3 clusters Score -2306086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2306090.750000 Penalty: 3232.269531
	Iteration 58Q: 3 clusters Score -2306091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2306093.500000 Penalty: 3232.269531
	Iteration 59Q: 3 clusters Score -2306094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2306104.500000 Penalty: 3232.269531
	Iteration 60F: 3 clusters Score -2306104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2306120.250000 Penalty: 3232.269531
	Iteration 61Q: 3 clusters Score -2306120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2306126.750000 Penalty: 3232.269531
	Iteration 62Q: 3 clusters Score -2306127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2306126.500000 Penalty: 3232.269531
	Iteration 63Q: 3 clusters Score -2306126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2306131.250000 Penalty: 3232.269531
	Iteration 64Q: 3 clusters Score -2306131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2306141.500000 Penalty: 3232.269531
	Iteration 65Q: 3 clusters Score -2306142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2306140.000000 Penalty: 3232.269531
	Iteration 66Q: 3 clusters Score -2306140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2306148.250000 Penalty: 3232.269531
	Iteration 67Q: 3 clusters Score -2306148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2306161.500000 Penalty: 3232.269531
	Iteration 68Q: 3 clusters Score -2306162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2306159.750000 Penalty: 3232.269531
	Iteration 69Q: 3 clusters Score -2306160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2306169.000000 Penalty: 3232.269531
	Iteration 70Q: 3 clusters Score -2306169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2306172.500000 Penalty: 3232.269531
	Iteration 71Q: 3 clusters Score -2306172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2306176.250000 Penalty: 3232.269531
	Iteration 72Q: 3 clusters Score -2306176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2306174.500000 Penalty: 3232.269531
	Iteration 73Q: 3 clusters Score -2306174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2306175.000000 Penalty: 3232.269531
	Iteration 74Q: 3 clusters Score -2306175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2306179.500000 Penalty: 3232.269531
	Iteration 75Q: 3 clusters Score -2306180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2306185.750000 Penalty: 3232.269531
	Iteration 76Q: 3 clusters Score -2306186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2306185.750000 Penalty: 3232.269531
	Iteration 77Q: 3 clusters Score -2306186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2306191.250000 Penalty: 3232.269531
	Iteration 78Q: 3 clusters Score -2306191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2306191.500000 Penalty: 3232.269531
	Iteration 79Q: 3 clusters Score -2306192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2306190.250000 Penalty: 3232.269531
	Iteration 80F: 3 clusters Score -2306190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2306194.250000 Penalty: 3232.269531
	Iteration 81Q: 3 clusters Score -2306194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2306195.750000 Penalty: 3232.269531
	Iteration 82Q: 3 clusters Score -2306196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2306202.250000 Penalty: 3232.269531
	Iteration 83Q: 3 clusters Score -2306202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2306199.000000 Penalty: 3232.269531
	Iteration 84Q: 3 clusters Score -2306199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2306200.500000 Penalty: 3232.269531
	Iteration 85Q: 3 clusters Score -2306200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2306206.250000 Penalty: 3232.269531
	Iteration 86Q: 3 clusters Score -2306206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2306206.500000 Penalty: 3232.269531
	Iteration 87Q: 3 clusters Score -2306206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2306209.750000 Penalty: 3232.269531
	Iteration 88Q: 3 clusters Score -2306210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2306212.250000 Penalty: 3232.269531
	Iteration 89Q: 3 clusters Score -2306212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2306216.000000 Penalty: 3232.269531
	Iteration 90Q: 3 clusters Score -2306216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2306218.750000 Penalty: 3232.269531
	Iteration 91Q: 3 clusters Score -2306219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2306219.000000 Penalty: 3232.269531
	Iteration 92Q: 3 clusters Score -2306219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2306229.000000 Penalty: 3232.269531
	Iteration 93Q: 3 clusters Score -2306229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2306233.250000 Penalty: 3232.269531
	Iteration 94Q: 3 clusters Score -2306233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2306234.750000 Penalty: 3232.269531
	Iteration 95Q: 3 clusters Score -2306235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2306234.250000 Penalty: 3232.269531
	Iteration 96Q: 3 clusters Score -2306234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2306238.500000 Penalty: 3232.269531
	Iteration 97Q: 3 clusters Score -2306238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2306248.000000 Penalty: 3232.269531
	Iteration 98Q: 3 clusters Score -2306248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2306252.000000 Penalty: 3232.269531
	Iteration 99Q: 3 clusters Score -2306252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2306249.750000 Penalty: 3232.269531
	Iteration 100F: 3 clusters Score -2306250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2306247.500000 Penalty: 3232.269531
	Iteration 101Q: 3 clusters Score -2306248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2306248.750000 Penalty: 3232.269531
	Iteration 102Q: 3 clusters Score -2306249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2306254.000000 Penalty: 3232.269531
	Iteration 103Q: 3 clusters Score -2306254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2306255.000000 Penalty: 3232.269531
	Iteration 104Q: 3 clusters Score -2306255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2306256.250000 Penalty: 3232.269531
	Iteration 105Q: 3 clusters Score -2306256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2306251.750000 Penalty: 3232.269531
	Iteration 106Q: 3 clusters Score -2306252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2306251.750000 Penalty: 3232.269531
	Iteration 107Q: 3 clusters Score -2306252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2306254.250000 Penalty: 3232.269531
	Iteration 108Q: 3 clusters Score -2306254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2306258.500000 Penalty: 3232.269531
	Iteration 109Q: 3 clusters Score -2306258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2306267.750000 Penalty: 3232.269531
	Iteration 110Q: 3 clusters Score -2306268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2306269.000000 Penalty: 3232.269531
	Iteration 111Q: 3 clusters Score -2306269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2306278.750000 Penalty: 3232.269531
	Iteration 112Q: 3 clusters Score -2306279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2306279.250000 Penalty: 3232.269531
	Iteration 113Q: 3 clusters Score -2306279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2306283.500000 Penalty: 3232.269531
	Iteration 114Q: 3 clusters Score -2306284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2306288.500000 Penalty: 3232.269531
	Iteration 115Q: 3 clusters Score -2306288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2306291.000000 Penalty: 3232.269531
	Iteration 116Q: 3 clusters Score -2306291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2306283.500000 Penalty: 3232.269531
	Iteration 117Q: 3 clusters Score -2306284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2306288.750000 Penalty: 3232.269531
	Iteration 118Q: 3 clusters Score -2306289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2306297.500000 Penalty: 3232.269531
	Iteration 119Q: 3 clusters Score -2306298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2306293.500000 Penalty: 3232.269531
	Iteration 120F: 3 clusters Score -2306294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2306298.000000 Penalty: 3232.269531
	Iteration 121Q: 3 clusters Score -2306298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2306306.500000 Penalty: 3232.269531
	Iteration 122Q: 3 clusters Score -2306306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2306309.500000 Penalty: 3232.269531
	Iteration 123Q: 3 clusters Score -2306310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2306312.000000 Penalty: 3232.269531
	Iteration 124Q: 3 clusters Score -2306312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2306320.250000 Penalty: 3232.269531
	Iteration 125Q: 3 clusters Score -2306320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2306326.000000 Penalty: 3232.269531
	Iteration 126Q: 3 clusters Score -2306326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2306317.000000 Penalty: 3232.269531
	Iteration 127Q: 3 clusters Score -2306317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2306320.000000 Penalty: 3232.269531
	Iteration 128Q: 3 clusters Score -2306320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2306324.000000 Penalty: 3232.269531
	Iteration 129Q: 3 clusters Score -2306324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2306326.500000 Penalty: 3232.269531
	Iteration 130Q: 3 clusters Score -2306326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2306326.750000 Penalty: 3232.269531
	Iteration 131Q: 3 clusters Score -2306327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2306332.250000 Penalty: 3232.269531
	Iteration 132Q: 3 clusters Score -2306332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2306337.250000 Penalty: 3232.269531
	Iteration 133Q: 3 clusters Score -2306337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2306342.750000 Penalty: 3232.269531
	Iteration 134Q: 3 clusters Score -2306343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2306340.250000 Penalty: 3232.269531
	Iteration 135Q: 3 clusters Score -2306340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2306347.250000 Penalty: 3232.269531
	Iteration 136Q: 3 clusters Score -2306347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2306349.500000 Penalty: 3232.269531
	Iteration 137Q: 3 clusters Score -2306350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2306346.250000 Penalty: 3232.269531
	Iteration 138Q: 3 clusters Score -2306346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2306362.000000 Penalty: 3232.269531
	Iteration 139Q: 3 clusters Score -2306362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2306371.250000 Penalty: 3232.269531
	Iteration 140F: 3 clusters Score -2306371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2306378.500000 Penalty: 3232.269531
	Iteration 141Q: 3 clusters Score -2306378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2306387.250000 Penalty: 3232.269531
	Iteration 142Q: 3 clusters Score -2306387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2306398.500000 Penalty: 3232.269531
	Iteration 143Q: 3 clusters Score -2306398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2306409.000000 Penalty: 3232.269531
	Iteration 144Q: 3 clusters Score -2306409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2306432.000000 Penalty: 3232.269531
	Iteration 145Q: 3 clusters Score -2306432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2306454.750000 Penalty: 3232.269531
	Iteration 146Q: 3 clusters Score -2306455 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2306471.500000 Penalty: 3232.269531
	Iteration 147Q: 3 clusters Score -2306472 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2306487.750000 Penalty: 3232.269531
	Iteration 148Q: 3 clusters Score -2306488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2306511.000000 Penalty: 3232.269531
	Iteration 149Q: 3 clusters Score -2306511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2306529.750000 Penalty: 3232.269531
	Iteration 150Q: 3 clusters Score -2306530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2306556.750000 Penalty: 3232.269531
	Iteration 151Q: 3 clusters Score -2306557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2306580.750000 Penalty: 3232.269531
	Iteration 152Q: 3 clusters Score -2306581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2306621.750000 Penalty: 3232.269531
	Iteration 153Q: 3 clusters Score -2306622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2306653.500000 Penalty: 3232.269531
	Iteration 154Q: 3 clusters Score -2306654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2306686.500000 Penalty: 3232.269531
	Iteration 155Q: 3 clusters Score -2306686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2306723.750000 Penalty: 3232.269531
	Iteration 156Q: 3 clusters Score -2306724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2306761.750000 Penalty: 3232.269531
	Iteration 157Q: 3 clusters Score -2306762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2306797.500000 Penalty: 3232.269531
	Iteration 158Q: 3 clusters Score -2306798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2306840.500000 Penalty: 3232.269531
	Iteration 159Q: 3 clusters Score -2306840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2306869.500000 Penalty: 3232.269531
	Iteration 160F: 3 clusters Score -2306870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2306920.500000 Penalty: 3232.269531
	Iteration 161Q: 3 clusters Score -2306920 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2306969.000000 Penalty: 3232.269531
	Iteration 162Q: 3 clusters Score -2306969 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2307026.250000 Penalty: 3232.269531
	Iteration 163Q: 3 clusters Score -2307026 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2307109.250000 Penalty: 3232.269531
	Iteration 164Q: 3 clusters Score -2307109 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2307185.250000 Penalty: 3232.269531
	Iteration 165Q: 3 clusters Score -2307185 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2307265.000000 Penalty: 3232.269531
	Iteration 166Q: 3 clusters Score -2307265 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2307332.250000 Penalty: 3232.269531
	Iteration 167Q: 3 clusters Score -2307332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2307392.000000 Penalty: 3232.269531
	Iteration 168Q: 3 clusters Score -2307392 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2307446.000000 Penalty: 3232.269531
	Iteration 169Q: 3 clusters Score -2307446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2307507.250000 Penalty: 3232.269531
	Iteration 170Q: 3 clusters Score -2307507 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2307551.750000 Penalty: 3232.269531
	Iteration 171Q: 3 clusters Score -2307552 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2307605.000000 Penalty: 3232.269531
	Iteration 172Q: 3 clusters Score -2307605 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2307657.250000 Penalty: 3232.269531
	Iteration 173Q: 3 clusters Score -2307657 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2307705.750000 Penalty: 3232.269531
	Iteration 174Q: 3 clusters Score -2307706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2307755.750000 Penalty: 3232.269531
	Iteration 175Q: 3 clusters Score -2307756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2307782.500000 Penalty: 3232.269531
	Iteration 176Q: 3 clusters Score -2307782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2307821.750000 Penalty: 3232.269531
	Iteration 177Q: 3 clusters Score -2307822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2307855.500000 Penalty: 3232.269531
	Iteration 178Q: 3 clusters Score -2307856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2307886.250000 Penalty: 3232.269531
	Iteration 179Q: 3 clusters Score -2307886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2307933.000000 Penalty: 3232.269531
	Iteration 180F: 3 clusters Score -2307933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2307972.500000 Penalty: 3232.269531
	Iteration 181Q: 3 clusters Score -2307972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2308004.750000 Penalty: 3232.269531
	Iteration 182Q: 3 clusters Score -2308005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2308029.250000 Penalty: 3232.269531
	Iteration 183Q: 3 clusters Score -2308029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2308062.750000 Penalty: 3232.269531
	Iteration 184Q: 3 clusters Score -2308063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2308091.750000 Penalty: 3232.269531
	Iteration 185Q: 3 clusters Score -2308092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2308104.500000 Penalty: 3232.269531
	Iteration 186Q: 3 clusters Score -2308104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2308120.500000 Penalty: 3232.269531
	Iteration 187Q: 3 clusters Score -2308120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2308150.000000 Penalty: 3232.269531
	Iteration 188Q: 3 clusters Score -2308150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2308161.500000 Penalty: 3232.269531
	Iteration 189Q: 3 clusters Score -2308162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2308176.250000 Penalty: 3232.269531
	Iteration 190Q: 3 clusters Score -2308176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2308182.750000 Penalty: 3232.269531
	Iteration 191Q: 3 clusters Score -2308183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2308187.500000 Penalty: 3232.269531
	Iteration 192Q: 3 clusters Score -2308188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2308195.500000 Penalty: 3232.269531
	Iteration 193Q: 3 clusters Score -2308196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2308198.500000 Penalty: 3232.269531
	Iteration 194Q: 3 clusters Score -2308198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2308203.500000 Penalty: 3232.269531
	Iteration 195Q: 3 clusters Score -2308204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2308216.000000 Penalty: 3232.269531
	Iteration 196Q: 3 clusters Score -2308216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2308222.750000 Penalty: 3232.269531
	Iteration 197Q: 3 clusters Score -2308223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2308231.000000 Penalty: 3232.269531
	Iteration 198Q: 3 clusters Score -2308231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2308237.750000 Penalty: 3232.269531
	Iteration 199Q: 3 clusters Score -2308238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2308244.750000 Penalty: 3232.269531
	Iteration 200F: 3 clusters Score -2308245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2308245.000000 Penalty: 3232.269531
	Iteration 201Q: 3 clusters Score -2308245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2308252.750000 Penalty: 3232.269531
	Iteration 202Q: 3 clusters Score -2308253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2308257.750000 Penalty: 3232.269531
	Iteration 203Q: 3 clusters Score -2308258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2308263.500000 Penalty: 3232.269531
	Iteration 204Q: 3 clusters Score -2308264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2308268.250000 Penalty: 3232.269531
	Iteration 205Q: 3 clusters Score -2308268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2308272.750000 Penalty: 3232.269531
	Iteration 206Q: 3 clusters Score -2308273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2308274.750000 Penalty: 3232.269531
	Iteration 207Q: 3 clusters Score -2308275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2308276.250000 Penalty: 3232.269531
	Iteration 208Q: 3 clusters Score -2308276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2308276.000000 Penalty: 3232.269531
	Iteration 209Q: 3 clusters Score -2308276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2308275.750000 Penalty: 3232.269531
	Iteration 210Q: 3 clusters Score -2308276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2308279.750000 Penalty: 3232.269531
	Iteration 211Q: 3 clusters Score -2308280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2308284.000000 Penalty: 3232.269531
	Iteration 212Q: 3 clusters Score -2308284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2308280.750000 Penalty: 3232.269531
	Iteration 213Q: 3 clusters Score -2308281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2308283.000000 Penalty: 3232.269531
	Iteration 214Q: 3 clusters Score -2308283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2308286.000000 Penalty: 3232.269531
	Iteration 215Q: 3 clusters Score -2308286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2308285.250000 Penalty: 3232.269531
	Iteration 216Q: 3 clusters Score -2308285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2308287.750000 Penalty: 3232.269531
	Iteration 217Q: 3 clusters Score -2308288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2308287.750000 Penalty: 3232.269531
	Iteration 218F: 3 clusters Score -2308288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Entering Unmasked Estep 
Score: -4808793.000000 Penalty: 1744.805664
	Iteration 0F: 2 clusters Score -4808793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -4778077.000000 Penalty: 3489.611328
	Iteration 0F: 3 clusters Score -4778077 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4790149.500000 Penalty: 3489.611328
	Iteration 1F: 3 clusters Score -4790150 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4790764.000000 Penalty: 3489.611328
	Iteration 2Q: 3 clusters Score -4790764 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4791620.500000 Penalty: 3489.611328
	Iteration 3Q: 3 clusters Score -4791620 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4792920.000000 Penalty: 3489.611328
	Iteration 4Q: 3 clusters Score -4792920 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4794947.000000 Penalty: 3489.611328
	Iteration 5F: 3 clusters Score -4794947 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4797498.000000 Penalty: 3489.611328
	Iteration 6F: 3 clusters Score -4797498 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4799836.000000 Penalty: 3489.611328
	Iteration 7F: 3 clusters Score -4799836 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4801465.500000 Penalty: 3489.611328
	Iteration 8F: 3 clusters Score -4801466 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4802523.500000 Penalty: 3489.611328
	Iteration 9Q: 3 clusters Score -4802524 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4803264.000000 Penalty: 3489.611328
	Iteration 10Q: 3 clusters Score -4803264 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4803793.500000 Penalty: 3489.611328
	Iteration 11Q: 3 clusters Score -4803794 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4804186.000000 Penalty: 3489.611328
	Iteration 12Q: 3 clusters Score -4804186 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4804431.500000 Penalty: 3489.611328
	Iteration 13Q: 3 clusters Score -4804432 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4804716.500000 Penalty: 3489.611328
	Iteration 14Q: 3 clusters Score -4804716 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4804911.500000 Penalty: 3489.611328
	Iteration 15Q: 3 clusters Score -4804912 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4805078.500000 Penalty: 3489.611328
	Iteration 16Q: 3 clusters Score -4805078 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4805231.500000 Penalty: 3489.611328
	Iteration 17Q: 3 clusters Score -4805232 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4805348.000000 Penalty: 3489.611328
	Iteration 18Q: 3 clusters Score -4805348 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4805445.000000 Penalty: 3489.611328
	Iteration 19Q: 3 clusters Score -4805445 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4805558.500000 Penalty: 3489.611328
	Iteration 20F: 3 clusters Score -4805558 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4805694.500000 Penalty: 3489.611328
	Iteration 21Q: 3 clusters Score -4805694 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4805800.000000 Penalty: 3489.611328
	Iteration 22Q: 3 clusters Score -4805800 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4805904.000000 Penalty: 3489.611328
	Iteration 23Q: 3 clusters Score -4805904 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4805968.500000 Penalty: 3489.611328
	Iteration 24Q: 3 clusters Score -4805968 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4806071.000000 Penalty: 3489.611328
	Iteration 25Q: 3 clusters Score -4806071 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4806147.000000 Penalty: 3489.611328
	Iteration 26Q: 3 clusters Score -4806147 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4806253.500000 Penalty: 3489.611328
	Iteration 27Q: 3 clusters Score -4806254 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4806323.500000 Penalty: 3489.611328
	Iteration 28Q: 3 clusters Score -4806324 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4806395.500000 Penalty: 3489.611328
	Iteration 29Q: 3 clusters Score -4806396 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4806476.500000 Penalty: 3489.611328
	Iteration 30Q: 3 clusters Score -4806476 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4806542.500000 Penalty: 3489.611328
	Iteration 31Q: 3 clusters Score -4806542 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4806627.000000 Penalty: 3489.611328
	Iteration 32Q: 3 clusters Score -4806627 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4806711.000000 Penalty: 3489.611328
	Iteration 33Q: 3 clusters Score -4806711 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4806769.500000 Penalty: 3489.611328
	Iteration 34Q: 3 clusters Score -4806770 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4806822.500000 Penalty: 3489.611328
	Iteration 35Q: 3 clusters Score -4806822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4806861.000000 Penalty: 3489.611328
	Iteration 36Q: 3 clusters Score -4806861 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4806914.000000 Penalty: 3489.611328
	Iteration 37Q: 3 clusters Score -4806914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4806953.000000 Penalty: 3489.611328
	Iteration 38Q: 3 clusters Score -4806953 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4807001.000000 Penalty: 3489.611328
	Iteration 39Q: 3 clusters Score -4807001 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4807060.500000 Penalty: 3489.611328
	Iteration 40F: 3 clusters Score -4807060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4807107.000000 Penalty: 3489.611328
	Iteration 41Q: 3 clusters Score -4807107 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4807174.500000 Penalty: 3489.611328
	Iteration 42Q: 3 clusters Score -4807174 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4807230.000000 Penalty: 3489.611328
	Iteration 43Q: 3 clusters Score -4807230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4807258.500000 Penalty: 3489.611328
	Iteration 44Q: 3 clusters Score -4807258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4807289.000000 Penalty: 3489.611328
	Iteration 45Q: 3 clusters Score -4807289 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4807324.000000 Penalty: 3489.611328
	Iteration 46Q: 3 clusters Score -4807324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4807347.000000 Penalty: 3489.611328
	Iteration 47Q: 3 clusters Score -4807347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4807387.000000 Penalty: 3489.611328
	Iteration 48Q: 3 clusters Score -4807387 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4807419.500000 Penalty: 3489.611328
	Iteration 49Q: 3 clusters Score -4807420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4807450.500000 Penalty: 3489.611328
	Iteration 50Q: 3 clusters Score -4807450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4807485.000000 Penalty: 3489.611328
	Iteration 51Q: 3 clusters Score -4807485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4807520.500000 Penalty: 3489.611328
	Iteration 52Q: 3 clusters Score -4807520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4807541.000000 Penalty: 3489.611328
	Iteration 53Q: 3 clusters Score -4807541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4807556.500000 Penalty: 3489.611328
	Iteration 54Q: 3 clusters Score -4807556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4807581.500000 Penalty: 3489.611328
	Iteration 55Q: 3 clusters Score -4807582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4807600.500000 Penalty: 3489.611328
	Iteration 56Q: 3 clusters Score -4807600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4807611.000000 Penalty: 3489.611328
	Iteration 57Q: 3 clusters Score -4807611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4807638.000000 Penalty: 3489.611328
	Iteration 58Q: 3 clusters Score -4807638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4807655.000000 Penalty: 3489.611328
	Iteration 59Q: 3 clusters Score -4807655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4807665.000000 Penalty: 3489.611328
	Iteration 60F: 3 clusters Score -4807665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4807681.500000 Penalty: 3489.611328
	Iteration 61Q: 3 clusters Score -4807682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4807705.500000 Penalty: 3489.611328
	Iteration 62Q: 3 clusters Score -4807706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4807723.500000 Penalty: 3489.611328
	Iteration 63Q: 3 clusters Score -4807724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4807742.000000 Penalty: 3489.611328
	Iteration 64Q: 3 clusters Score -4807742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4807747.500000 Penalty: 3489.611328
	Iteration 65Q: 3 clusters Score -4807748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4807761.500000 Penalty: 3489.611328
	Iteration 66Q: 3 clusters Score -4807762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4807773.500000 Penalty: 3489.611328
	Iteration 67Q: 3 clusters Score -4807774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4807779.000000 Penalty: 3489.611328
	Iteration 68Q: 3 clusters Score -4807779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4807785.500000 Penalty: 3489.611328
	Iteration 69Q: 3 clusters Score -4807786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4807789.500000 Penalty: 3489.611328
	Iteration 70Q: 3 clusters Score -4807790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4807797.000000 Penalty: 3489.611328
	Iteration 71Q: 3 clusters Score -4807797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4807803.500000 Penalty: 3489.611328
	Iteration 72Q: 3 clusters Score -4807804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4807805.500000 Penalty: 3489.611328
	Iteration 73Q: 3 clusters Score -4807806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4807812.000000 Penalty: 3489.611328
	Iteration 74Q: 3 clusters Score -4807812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4807815.500000 Penalty: 3489.611328
	Iteration 75Q: 3 clusters Score -4807816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4807816.000000 Penalty: 3489.611328
	Iteration 76Q: 3 clusters Score -4807816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4807820.500000 Penalty: 3489.611328
	Iteration 77Q: 3 clusters Score -4807820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4807826.500000 Penalty: 3489.611328
	Iteration 78Q: 3 clusters Score -4807826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4807837.000000 Penalty: 3489.611328
	Iteration 79Q: 3 clusters Score -4807837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4807841.500000 Penalty: 3489.611328
	Iteration 80F: 3 clusters Score -4807842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4807840.000000 Penalty: 3489.611328
	Iteration 81Q: 3 clusters Score -4807840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4807853.500000 Penalty: 3489.611328
	Iteration 82Q: 3 clusters Score -4807854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4807859.000000 Penalty: 3489.611328
	Iteration 83Q: 3 clusters Score -4807859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4807865.000000 Penalty: 3489.611328
	Iteration 84Q: 3 clusters Score -4807865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4807869.000000 Penalty: 3489.611328
	Iteration 85Q: 3 clusters Score -4807869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4807870.000000 Penalty: 3489.611328
	Iteration 86Q: 3 clusters Score -4807870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4807877.000000 Penalty: 3489.611328
	Iteration 87Q: 3 clusters Score -4807877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4807874.500000 Penalty: 3489.611328
	Iteration 88Q: 3 clusters Score -4807874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4807874.500000 Penalty: 3489.611328
	Iteration 89Q: 3 clusters Score -4807874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4807880.500000 Penalty: 3489.611328
	Iteration 90Q: 3 clusters Score -4807880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4807883.000000 Penalty: 3489.611328
	Iteration 91Q: 3 clusters Score -4807883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4807885.000000 Penalty: 3489.611328
	Iteration 92Q: 3 clusters Score -4807885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4807889.000000 Penalty: 3489.611328
	Iteration 93Q: 3 clusters Score -4807889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4807893.500000 Penalty: 3489.611328
	Iteration 94Q: 3 clusters Score -4807894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4807901.000000 Penalty: 3489.611328
	Iteration 95Q: 3 clusters Score -4807901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4807911.500000 Penalty: 3489.611328
	Iteration 96Q: 3 clusters Score -4807912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4807916.000000 Penalty: 3489.611328
	Iteration 97Q: 3 clusters Score -4807916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4807925.000000 Penalty: 3489.611328
	Iteration 98Q: 3 clusters Score -4807925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4807927.500000 Penalty: 3489.611328
	Iteration 99Q: 3 clusters Score -4807928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4807934.000000 Penalty: 3489.611328
	Iteration 100F: 3 clusters Score -4807934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4807933.500000 Penalty: 3489.611328
	Iteration 101Q: 3 clusters Score -4807934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4807941.500000 Penalty: 3489.611328
	Iteration 102Q: 3 clusters Score -4807942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4807941.500000 Penalty: 3489.611328
	Iteration 103Q: 3 clusters Score -4807942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4807953.500000 Penalty: 3489.611328
	Iteration 104Q: 3 clusters Score -4807954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4807956.500000 Penalty: 3489.611328
	Iteration 105Q: 3 clusters Score -4807956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4807963.000000 Penalty: 3489.611328
	Iteration 106Q: 3 clusters Score -4807963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4807970.500000 Penalty: 3489.611328
	Iteration 107Q: 3 clusters Score -4807970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4807969.000000 Penalty: 3489.611328
	Iteration 108Q: 3 clusters Score -4807969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4807977.500000 Penalty: 3489.611328
	Iteration 109Q: 3 clusters Score -4807978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4807977.500000 Penalty: 3489.611328
	Iteration 110Q: 3 clusters Score -4807978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4807980.000000 Penalty: 3489.611328
	Iteration 111Q: 3 clusters Score -4807980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4807976.500000 Penalty: 3489.611328
	Iteration 112Q: 3 clusters Score -4807976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4807978.500000 Penalty: 3489.611328
	Iteration 113Q: 3 clusters Score -4807978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4807978.500000 Penalty: 3489.611328
	Iteration 114F: 3 clusters Score -4807978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -260840.515625 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -260840.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -258460.265625 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -258460.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258967.375000 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -258967.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -259082.781250 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -259082.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -259148.250000 Penalty: 2541.381836
	Iteration 3Q: 3 clusters Score -259148.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -259184.187500 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -259184.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -259212.140625 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -259212.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -259227.640625 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -259227.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -259236.156250 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -259236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -259240.984375 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -259241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259245.015625 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -259245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -259250.531250 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -259250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -259254.984375 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -259255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -259258.125000 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -259258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -259262.609375 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -259262.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -259266.015625 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -259266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -259269.468750 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -259269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -259271.453125 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -259271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -259272.843750 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -259272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -259274.062500 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -259274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -259274.812500 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -259274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -259275.375000 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -259275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259275.359375 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -259275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259275.359375 Penalty: 2541.381836
	Iteration 22F: 3 clusters Score -259275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Entering Unmasked Estep 
Score: -8545082.000000 Penalty: 1830.074829
	Iteration 0F: 2 clusters Score -8545082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -8493068.000000 Penalty: 3660.149658
	Iteration 0F: 3 clusters Score -8493068 nChanged 36882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -8514251.000000 Penalty: 3660.149658
	Iteration 1F: 3 clusters Score -8514251 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -8514701.000000 Penalty: 3660.149658
	Iteration 2Q: 3 clusters Score -8514701 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -8515063.000000 Penalty: 3660.149658
	Iteration 3Q: 3 clusters Score -8515063 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -8515450.000000 Penalty: 3660.149658
	Iteration 4Q: 3 clusters Score -8515450 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -8515785.000000 Penalty: 3660.149658
	Iteration 5Q: 3 clusters Score -8515785 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8516219.000000 Penalty: 3660.149658
	Iteration 6Q: 3 clusters Score -8516219 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -8516713.000000 Penalty: 3660.149658
	Iteration 7Q: 3 clusters Score -8516713 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -8517384.000000 Penalty: 3660.149658
	Iteration 8Q: 3 clusters Score -8517384 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8518167.000000 Penalty: 3660.149658
	Iteration 9Q: 3 clusters Score -8518167 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8519278.000000 Penalty: 3660.149658
	Iteration 10Q: 3 clusters Score -8519278 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8520763.000000 Penalty: 3660.149658
	Iteration 11Q: 3 clusters Score -8520763 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8522744.000000 Penalty: 3660.149658
	Iteration 12Q: 3 clusters Score -8522744 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -8525357.000000 Penalty: 3660.149658
	Iteration 13F: 3 clusters Score -8525357 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -8528344.000000 Penalty: 3660.149658
	Iteration 14F: 3 clusters Score -8528344 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -8531018.000000 Penalty: 3660.149658
	Iteration 15F: 3 clusters Score -8531018 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -8532682.000000 Penalty: 3660.149658
	Iteration 16Q: 3 clusters Score -8532682 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -8533467.000000 Penalty: 3660.149658
	Iteration 17Q: 3 clusters Score -8533467 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -8533857.000000 Penalty: 3660.149658
	Iteration 18Q: 3 clusters Score -8533857 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -8534179.000000 Penalty: 3660.149658
	Iteration 19Q: 3 clusters Score -8534179 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -8534448.000000 Penalty: 3660.149658
	Iteration 20F: 3 clusters Score -8534448 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -8534747.000000 Penalty: 3660.149658
	Iteration 21Q: 3 clusters Score -8534747 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -8535024.000000 Penalty: 3660.149658
	Iteration 22Q: 3 clusters Score -8535024 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -8535352.000000 Penalty: 3660.149658
	Iteration 23Q: 3 clusters Score -8535352 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -8535760.000000 Penalty: 3660.149658
	Iteration 24Q: 3 clusters Score -8535760 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -8536141.000000 Penalty: 3660.149658
	Iteration 25Q: 3 clusters Score -8536141 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -8536610.000000 Penalty: 3660.149658
	Iteration 26Q: 3 clusters Score -8536610 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -8537136.000000 Penalty: 3660.149658
	Iteration 27Q: 3 clusters Score -8537136 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -8537569.000000 Penalty: 3660.149658
	Iteration 28Q: 3 clusters Score -8537569 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -8537973.000000 Penalty: 3660.149658
	Iteration 29Q: 3 clusters Score -8537973 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -8538384.000000 Penalty: 3660.149658
	Iteration 30Q: 3 clusters Score -8538384 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -8538820.000000 Penalty: 3660.149658
	Iteration 31Q: 3 clusters Score -8538820 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -8539195.000000 Penalty: 3660.149658
	Iteration 32Q: 3 clusters Score -8539195 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -8539633.000000 Penalty: 3660.149658
	Iteration 33Q: 3 clusters Score -8539633 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -8540037.000000 Penalty: 3660.149658
	Iteration 34Q: 3 clusters Score -8540037 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -8540481.000000 Penalty: 3660.149658
	Iteration 35Q: 3 clusters Score -8540481 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -8540818.000000 Penalty: 3660.149658
	Iteration 36Q: 3 clusters Score -8540818 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -8541150.000000 Penalty: 3660.149658
	Iteration 37Q: 3 clusters Score -8541150 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -8541457.000000 Penalty: 3660.149658
	Iteration 38Q: 3 clusters Score -8541457 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -8541746.000000 Penalty: 3660.149658
	Iteration 39Q: 3 clusters Score -8541746 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -8541982.000000 Penalty: 3660.149658
	Iteration 40F: 3 clusters Score -8541982 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -8542201.000000 Penalty: 3660.149658
	Iteration 41Q: 3 clusters Score -8542201 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -8542324.000000 Penalty: 3660.149658
	Iteration 42Q: 3 clusters Score -8542324 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -8542472.000000 Penalty: 3660.149658
	Iteration 43Q: 3 clusters Score -8542472 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -8542596.000000 Penalty: 3660.149658
	Iteration 44Q: 3 clusters Score -8542596 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -8542743.000000 Penalty: 3660.149658
	Iteration 45Q: 3 clusters Score -8542743 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -8542880.000000 Penalty: 3660.149658
	Iteration 46Q: 3 clusters Score -8542880 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -8542971.000000 Penalty: 3660.149658
	Iteration 47Q: 3 clusters Score -8542971 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -8543048.000000 Penalty: 3660.149658
	Iteration 48Q: 3 clusters Score -8543048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -8543115.000000 Penalty: 3660.149658
	Iteration 49Q: 3 clusters Score -8543115 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -8543166.000000 Penalty: 3660.149658
	Iteration 50Q: 3 clusters Score -8543166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -8543188.000000 Penalty: 3660.149658
	Iteration 51Q: 3 clusters Score -8543188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -8543212.000000 Penalty: 3660.149658
	Iteration 52Q: 3 clusters Score -8543212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -8543247.000000 Penalty: 3660.149658
	Iteration 53Q: 3 clusters Score -8543247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -8543270.000000 Penalty: 3660.149658
	Iteration 54Q: 3 clusters Score -8543270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -8543289.000000 Penalty: 3660.149658
	Iteration 55Q: 3 clusters Score -8543289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -8543299.000000 Penalty: 3660.149658
	Iteration 56Q: 3 clusters Score -8543299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -8543299.000000 Penalty: 3660.149658
	Iteration 57Q: 3 clusters Score -8543299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -8543313.000000 Penalty: 3660.149658
	Iteration 58Q: 3 clusters Score -8543313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -8543326.000000 Penalty: 3660.149658
	Iteration 59Q: 3 clusters Score -8543326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -8543326.000000 Penalty: 3660.149658
	Iteration 60F: 3 clusters Score -8543326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -8543336.000000 Penalty: 3660.149658
	Iteration 61Q: 3 clusters Score -8543336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -8543355.000000 Penalty: 3660.149658
	Iteration 62Q: 3 clusters Score -8543355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -8543364.000000 Penalty: 3660.149658
	Iteration 63Q: 3 clusters Score -8543364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -8543362.000000 Penalty: 3660.149658
	Iteration 64Q: 3 clusters Score -8543362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -8543382.000000 Penalty: 3660.149658
	Iteration 65Q: 3 clusters Score -8543382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -8543383.000000 Penalty: 3660.149658
	Iteration 66Q: 3 clusters Score -8543383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -8543386.000000 Penalty: 3660.149658
	Iteration 67Q: 3 clusters Score -8543386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -8543400.000000 Penalty: 3660.149658
	Iteration 68Q: 3 clusters Score -8543400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -8543406.000000 Penalty: 3660.149658
	Iteration 69Q: 3 clusters Score -8543406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -8543415.000000 Penalty: 3660.149658
	Iteration 70Q: 3 clusters Score -8543415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -8543419.000000 Penalty: 3660.149658
	Iteration 71Q: 3 clusters Score -8543419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -8543423.000000 Penalty: 3660.149658
	Iteration 72Q: 3 clusters Score -8543423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -8543430.000000 Penalty: 3660.149658
	Iteration 73Q: 3 clusters Score -8543430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -8543434.000000 Penalty: 3660.149658
	Iteration 74Q: 3 clusters Score -8543434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -8543426.000000 Penalty: 3660.149658
	Iteration 75Q: 3 clusters Score -8543426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -8543426.000000 Penalty: 3660.149658
	Iteration 76Q: 3 clusters Score -8543426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -8543428.000000 Penalty: 3660.149658
	Iteration 77Q: 3 clusters Score -8543428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -8543440.000000 Penalty: 3660.149658
	Iteration 78Q: 3 clusters Score -8543440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -8543442.000000 Penalty: 3660.149658
	Iteration 79Q: 3 clusters Score -8543442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -8543440.000000 Penalty: 3660.149658
	Iteration 80F: 3 clusters Score -8543440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -8543443.000000 Penalty: 3660.149658
	Iteration 81Q: 3 clusters Score -8543443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -8543444.000000 Penalty: 3660.149658
	Iteration 82Q: 3 clusters Score -8543444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -8543444.000000 Penalty: 3660.149658
	Iteration 83F: 3 clusters Score -8543444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -164219.234375 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -164219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162418.109375 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -162418.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162739.000000 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -162739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -162825.906250 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -162825.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -162870.390625 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -162870.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162903.500000 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -162903.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -162920.718750 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -162920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -162942.750000 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -162942.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162955.375000 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -162955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162965.578125 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -162965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162976.937500 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -162976.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162990.046875 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -162990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -163000.781250 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -163000.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -163005.609375 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -163005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -163011.375000 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -163011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -163016.390625 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -163016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -163019.187500 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -163019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -163020.890625 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -163020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -163021.312500 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -163021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -163021.312500 Penalty: 2377.446045
	Iteration 18F: 3 clusters Score -163021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -565250.125000 Penalty: 1387.961182
	Iteration 0F: 2 clusters Score -565250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -561181.937500 Penalty: 2775.922363
	Iteration 0F: 3 clusters Score -561181.9 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -562325.812500 Penalty: 2775.922363
	Iteration 1F: 3 clusters Score -562325.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -562476.437500 Penalty: 2775.922363
	Iteration 2F: 3 clusters Score -562476.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -562597.437500 Penalty: 2775.922363
	Iteration 3Q: 3 clusters Score -562597.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -562710.875000 Penalty: 2775.922363
	Iteration 4Q: 3 clusters Score -562710.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -562810.812500 Penalty: 2775.922363
	Iteration 5Q: 3 clusters Score -562810.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -562907.250000 Penalty: 2775.922363
	Iteration 6Q: 3 clusters Score -562907.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -563013.437500 Penalty: 2775.922363
	Iteration 7Q: 3 clusters Score -563013.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -563138.125000 Penalty: 2775.922363
	Iteration 8Q: 3 clusters Score -563138.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -563262.625000 Penalty: 2775.922363
	Iteration 9Q: 3 clusters Score -563262.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -563389.125000 Penalty: 2775.922363
	Iteration 10Q: 3 clusters Score -563389.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -563529.000000 Penalty: 2775.922363
	Iteration 11Q: 3 clusters Score -563529 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -563664.062500 Penalty: 2775.922363
	Iteration 12Q: 3 clusters Score -563664.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -563763.812500 Penalty: 2775.922363
	Iteration 13Q: 3 clusters Score -563763.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -563826.125000 Penalty: 2775.922363
	Iteration 14Q: 3 clusters Score -563826.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -563870.875000 Penalty: 2775.922363
	Iteration 15Q: 3 clusters Score -563870.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -563897.625000 Penalty: 2775.922363
	Iteration 16Q: 3 clusters Score -563897.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -563915.750000 Penalty: 2775.922363
	Iteration 17Q: 3 clusters Score -563915.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -563933.187500 Penalty: 2775.922363
	Iteration 18Q: 3 clusters Score -563933.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -563945.625000 Penalty: 2775.922363
	Iteration 19Q: 3 clusters Score -563945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -563958.312500 Penalty: 2775.922363
	Iteration 20F: 3 clusters Score -563958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -563967.312500 Penalty: 2775.922363
	Iteration 21Q: 3 clusters Score -563967.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -563974.000000 Penalty: 2775.922363
	Iteration 22Q: 3 clusters Score -563974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -563984.125000 Penalty: 2775.922363
	Iteration 23Q: 3 clusters Score -563984.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -563995.000000 Penalty: 2775.922363
	Iteration 24Q: 3 clusters Score -563995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -564004.062500 Penalty: 2775.922363
	Iteration 25Q: 3 clusters Score -564004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -564007.375000 Penalty: 2775.922363
	Iteration 26Q: 3 clusters Score -564007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -564012.687500 Penalty: 2775.922363
	Iteration 27Q: 3 clusters Score -564012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -564017.750000 Penalty: 2775.922363
	Iteration 28Q: 3 clusters Score -564017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -564017.312500 Penalty: 2775.922363
	Iteration 29Q: 3 clusters Score -564017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -564017.625000 Penalty: 2775.922363
	Iteration 30Q: 3 clusters Score -564017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -564018.437500 Penalty: 2775.922363
	Iteration 31Q: 3 clusters Score -564018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -564019.750000 Penalty: 2775.922363
	Iteration 32Q: 3 clusters Score -564019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -564020.687500 Penalty: 2775.922363
	Iteration 33Q: 3 clusters Score -564020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -564020.875000 Penalty: 2775.922363
	Iteration 34Q: 3 clusters Score -564020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -564020.687500 Penalty: 2775.922363
	Iteration 35Q: 3 clusters Score -564020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -564021.750000 Penalty: 2775.922363
	Iteration 36Q: 3 clusters Score -564021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -564021.750000 Penalty: 2775.922363
	Iteration 37F: 3 clusters Score -564021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -612568.000000 Penalty: 1400.621338
	Iteration 0F: 2 clusters Score -612568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -608239.187500 Penalty: 2801.242676
	Iteration 0F: 3 clusters Score -608239.2 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -609389.062500 Penalty: 2801.242676
	Iteration 1F: 3 clusters Score -609389.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -609628.000000 Penalty: 2801.242676
	Iteration 2F: 3 clusters Score -609628 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -609827.687500 Penalty: 2801.242676
	Iteration 3F: 3 clusters Score -609827.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -610053.875000 Penalty: 2801.242676
	Iteration 4F: 3 clusters Score -610053.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -610338.500000 Penalty: 2801.242676
	Iteration 5F: 3 clusters Score -610338.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -610678.937500 Penalty: 2801.242676
	Iteration 6F: 3 clusters Score -610678.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -611032.375000 Penalty: 2801.242676
	Iteration 7F: 3 clusters Score -611032.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -611360.375000 Penalty: 2801.242676
	Iteration 8F: 3 clusters Score -611360.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -611595.375000 Penalty: 2801.242676
	Iteration 9F: 3 clusters Score -611595.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -611754.437500 Penalty: 2801.242676
	Iteration 10Q: 3 clusters Score -611754.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -611893.750000 Penalty: 2801.242676
	Iteration 11Q: 3 clusters Score -611893.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -612000.812500 Penalty: 2801.242676
	Iteration 12Q: 3 clusters Score -612000.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -612077.750000 Penalty: 2801.242676
	Iteration 13Q: 3 clusters Score -612077.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -612127.875000 Penalty: 2801.242676
	Iteration 14Q: 3 clusters Score -612127.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -612179.187500 Penalty: 2801.242676
	Iteration 15Q: 3 clusters Score -612179.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -612226.812500 Penalty: 2801.242676
	Iteration 16Q: 3 clusters Score -612226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -612250.562500 Penalty: 2801.242676
	Iteration 17Q: 3 clusters Score -612250.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -612272.625000 Penalty: 2801.242676
	Iteration 18Q: 3 clusters Score -612272.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -612289.062500 Penalty: 2801.242676
	Iteration 19Q: 3 clusters Score -612289.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -612314.312500 Penalty: 2801.242676
	Iteration 20F: 3 clusters Score -612314.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -612335.125000 Penalty: 2801.242676
	Iteration 21Q: 3 clusters Score -612335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -612344.625000 Penalty: 2801.242676
	Iteration 22Q: 3 clusters Score -612344.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -612355.562500 Penalty: 2801.242676
	Iteration 23Q: 3 clusters Score -612355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -612365.625000 Penalty: 2801.242676
	Iteration 24Q: 3 clusters Score -612365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -612373.875000 Penalty: 2801.242676
	Iteration 25Q: 3 clusters Score -612373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -612374.500000 Penalty: 2801.242676
	Iteration 26Q: 3 clusters Score -612374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -612374.875000 Penalty: 2801.242676
	Iteration 27Q: 3 clusters Score -612374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -612376.500000 Penalty: 2801.242676
	Iteration 28Q: 3 clusters Score -612376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -612377.625000 Penalty: 2801.242676
	Iteration 29Q: 3 clusters Score -612377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -612377.812500 Penalty: 2801.242676
	Iteration 30Q: 3 clusters Score -612377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -612378.437500 Penalty: 2801.242676
	Iteration 31Q: 3 clusters Score -612378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -612381.375000 Penalty: 2801.242676
	Iteration 32Q: 3 clusters Score -612381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -612383.062500 Penalty: 2801.242676
	Iteration 33Q: 3 clusters Score -612383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -612383.312500 Penalty: 2801.242676
	Iteration 34Q: 3 clusters Score -612383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -612383.312500 Penalty: 2801.242676
	Iteration 35F: 3 clusters Score -612383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Entering Unmasked Estep 
Score: -3760543.500000 Penalty: 1696.068604
	Iteration 0F: 2 clusters Score -3760544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3737597.500000 Penalty: 3392.137207
	Iteration 0F: 3 clusters Score -3737598 nChanged 15740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3746326.000000 Penalty: 3392.137207
	Iteration 1F: 3 clusters Score -3746326 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3746742.000000 Penalty: 3392.137207
	Iteration 2Q: 3 clusters Score -3746742 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3747290.500000 Penalty: 3392.137207
	Iteration 3Q: 3 clusters Score -3747290 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3748016.000000 Penalty: 3392.137207
	Iteration 4Q: 3 clusters Score -3748016 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3749174.500000 Penalty: 3392.137207
	Iteration 5F: 3 clusters Score -3749174 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3750934.250000 Penalty: 3392.137207
	Iteration 6F: 3 clusters Score -3750934 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3753153.500000 Penalty: 3392.137207
	Iteration 7F: 3 clusters Score -3753154 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3754993.000000 Penalty: 3392.137207
	Iteration 8F: 3 clusters Score -3754993 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3755883.250000 Penalty: 3392.137207
	Iteration 9Q: 3 clusters Score -3755883 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3756247.500000 Penalty: 3392.137207
	Iteration 10Q: 3 clusters Score -3756248 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3756497.250000 Penalty: 3392.137207
	Iteration 11Q: 3 clusters Score -3756497 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3756658.750000 Penalty: 3392.137207
	Iteration 12Q: 3 clusters Score -3756659 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3756795.500000 Penalty: 3392.137207
	Iteration 13Q: 3 clusters Score -3756796 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3756933.250000 Penalty: 3392.137207
	Iteration 14Q: 3 clusters Score -3756933 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3757057.000000 Penalty: 3392.137207
	Iteration 15Q: 3 clusters Score -3757057 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3757170.000000 Penalty: 3392.137207
	Iteration 16Q: 3 clusters Score -3757170 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3757271.250000 Penalty: 3392.137207
	Iteration 17Q: 3 clusters Score -3757271 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3757349.500000 Penalty: 3392.137207
	Iteration 18Q: 3 clusters Score -3757350 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3757437.500000 Penalty: 3392.137207
	Iteration 19Q: 3 clusters Score -3757438 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3757513.250000 Penalty: 3392.137207
	Iteration 20F: 3 clusters Score -3757513 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3757613.750000 Penalty: 3392.137207
	Iteration 21Q: 3 clusters Score -3757614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3757695.500000 Penalty: 3392.137207
	Iteration 22Q: 3 clusters Score -3757696 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3757759.000000 Penalty: 3392.137207
	Iteration 23Q: 3 clusters Score -3757759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3757835.500000 Penalty: 3392.137207
	Iteration 24Q: 3 clusters Score -3757836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3757889.500000 Penalty: 3392.137207
	Iteration 25Q: 3 clusters Score -3757890 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3757935.250000 Penalty: 3392.137207
	Iteration 26Q: 3 clusters Score -3757935 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3757995.000000 Penalty: 3392.137207
	Iteration 27Q: 3 clusters Score -3757995 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3758064.500000 Penalty: 3392.137207
	Iteration 28Q: 3 clusters Score -3758064 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3758100.000000 Penalty: 3392.137207
	Iteration 29Q: 3 clusters Score -3758100 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3758150.250000 Penalty: 3392.137207
	Iteration 30Q: 3 clusters Score -3758150 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3758189.500000 Penalty: 3392.137207
	Iteration 31Q: 3 clusters Score -3758190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3758210.000000 Penalty: 3392.137207
	Iteration 32Q: 3 clusters Score -3758210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3758252.750000 Penalty: 3392.137207
	Iteration 33Q: 3 clusters Score -3758253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3758285.000000 Penalty: 3392.137207
	Iteration 34Q: 3 clusters Score -3758285 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3758308.750000 Penalty: 3392.137207
	Iteration 35Q: 3 clusters Score -3758309 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3758333.750000 Penalty: 3392.137207
	Iteration 36Q: 3 clusters Score -3758334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3758369.250000 Penalty: 3392.137207
	Iteration 37Q: 3 clusters Score -3758369 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3758411.250000 Penalty: 3392.137207
	Iteration 38Q: 3 clusters Score -3758411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3758432.750000 Penalty: 3392.137207
	Iteration 39Q: 3 clusters Score -3758433 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3758481.000000 Penalty: 3392.137207
	Iteration 40F: 3 clusters Score -3758481 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3758511.000000 Penalty: 3392.137207
	Iteration 41Q: 3 clusters Score -3758511 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3758540.250000 Penalty: 3392.137207
	Iteration 42Q: 3 clusters Score -3758540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3758588.250000 Penalty: 3392.137207
	Iteration 43Q: 3 clusters Score -3758588 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3758618.500000 Penalty: 3392.137207
	Iteration 44Q: 3 clusters Score -3758618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3758644.500000 Penalty: 3392.137207
	Iteration 45Q: 3 clusters Score -3758644 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -3758673.750000 Penalty: 3392.137207
	Iteration 46Q: 3 clusters Score -3758674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3758686.250000 Penalty: 3392.137207
	Iteration 47Q: 3 clusters Score -3758686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -3758702.500000 Penalty: 3392.137207
	Iteration 48Q: 3 clusters Score -3758702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3758706.750000 Penalty: 3392.137207
	Iteration 49Q: 3 clusters Score -3758707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3758724.250000 Penalty: 3392.137207
	Iteration 50Q: 3 clusters Score -3758724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3758733.500000 Penalty: 3392.137207
	Iteration 51Q: 3 clusters Score -3758734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -3758758.000000 Penalty: 3392.137207
	Iteration 52Q: 3 clusters Score -3758758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3758778.250000 Penalty: 3392.137207
	Iteration 53Q: 3 clusters Score -3758778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3758792.500000 Penalty: 3392.137207
	Iteration 54Q: 3 clusters Score -3758792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3758807.500000 Penalty: 3392.137207
	Iteration 55Q: 3 clusters Score -3758808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3758825.500000 Penalty: 3392.137207
	Iteration 56Q: 3 clusters Score -3758826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3758850.000000 Penalty: 3392.137207
	Iteration 57Q: 3 clusters Score -3758850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3758869.250000 Penalty: 3392.137207
	Iteration 58Q: 3 clusters Score -3758869 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3758890.000000 Penalty: 3392.137207
	Iteration 59Q: 3 clusters Score -3758890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3758907.250000 Penalty: 3392.137207
	Iteration 60F: 3 clusters Score -3758907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3758921.250000 Penalty: 3392.137207
	Iteration 61Q: 3 clusters Score -3758921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3758935.500000 Penalty: 3392.137207
	Iteration 62Q: 3 clusters Score -3758936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -3758946.250000 Penalty: 3392.137207
	Iteration 63Q: 3 clusters Score -3758946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -3758952.750000 Penalty: 3392.137207
	Iteration 64Q: 3 clusters Score -3758953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3758964.750000 Penalty: 3392.137207
	Iteration 65Q: 3 clusters Score -3758965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3758968.500000 Penalty: 3392.137207
	Iteration 66Q: 3 clusters Score -3758968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3758973.750000 Penalty: 3392.137207
	Iteration 67Q: 3 clusters Score -3758974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3758971.500000 Penalty: 3392.137207
	Iteration 68Q: 3 clusters Score -3758972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3758984.750000 Penalty: 3392.137207
	Iteration 69Q: 3 clusters Score -3758985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3758991.750000 Penalty: 3392.137207
	Iteration 70Q: 3 clusters Score -3758992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3758993.750000 Penalty: 3392.137207
	Iteration 71Q: 3 clusters Score -3758994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3758993.500000 Penalty: 3392.137207
	Iteration 72Q: 3 clusters Score -3758994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3759006.250000 Penalty: 3392.137207
	Iteration 73Q: 3 clusters Score -3759006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3758999.250000 Penalty: 3392.137207
	Iteration 74Q: 3 clusters Score -3758999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3759003.250000 Penalty: 3392.137207
	Iteration 75Q: 3 clusters Score -3759003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3759000.500000 Penalty: 3392.137207
	Iteration 76Q: 3 clusters Score -3759000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3759008.750000 Penalty: 3392.137207
	Iteration 77Q: 3 clusters Score -3759009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3759011.500000 Penalty: 3392.137207
	Iteration 78Q: 3 clusters Score -3759012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3759025.750000 Penalty: 3392.137207
	Iteration 79Q: 3 clusters Score -3759026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3759027.000000 Penalty: 3392.137207
	Iteration 80F: 3 clusters Score -3759027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3759030.250000 Penalty: 3392.137207
	Iteration 81Q: 3 clusters Score -3759030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -3759035.000000 Penalty: 3392.137207
	Iteration 82Q: 3 clusters Score -3759035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -3759042.000000 Penalty: 3392.137207
	Iteration 83Q: 3 clusters Score -3759042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3759039.000000 Penalty: 3392.137207
	Iteration 84Q: 3 clusters Score -3759039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3759041.750000 Penalty: 3392.137207
	Iteration 85Q: 3 clusters Score -3759042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3759045.250000 Penalty: 3392.137207
	Iteration 86Q: 3 clusters Score -3759045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3759039.500000 Penalty: 3392.137207
	Iteration 87Q: 3 clusters Score -3759040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3759045.500000 Penalty: 3392.137207
	Iteration 88Q: 3 clusters Score -3759046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3759046.000000 Penalty: 3392.137207
	Iteration 89Q: 3 clusters Score -3759046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3759044.750000 Penalty: 3392.137207
	Iteration 90Q: 3 clusters Score -3759045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -3759045.250000 Penalty: 3392.137207
	Iteration 91Q: 3 clusters Score -3759045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3759046.500000 Penalty: 3392.137207
	Iteration 92Q: 3 clusters Score -3759046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -3759048.250000 Penalty: 3392.137207
	Iteration 93Q: 3 clusters Score -3759048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3759049.750000 Penalty: 3392.137207
	Iteration 94Q: 3 clusters Score -3759050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3759058.000000 Penalty: 3392.137207
	Iteration 95Q: 3 clusters Score -3759058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3759059.750000 Penalty: 3392.137207
	Iteration 96Q: 3 clusters Score -3759060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -3759060.000000 Penalty: 3392.137207
	Iteration 97Q: 3 clusters Score -3759060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3759067.750000 Penalty: 3392.137207
	Iteration 98Q: 3 clusters Score -3759068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -3759073.500000 Penalty: 3392.137207
	Iteration 99Q: 3 clusters Score -3759074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -3759073.000000 Penalty: 3392.137207
	Iteration 100F: 3 clusters Score -3759073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3759080.750000 Penalty: 3392.137207
	Iteration 101Q: 3 clusters Score -3759081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3759076.750000 Penalty: 3392.137207
	Iteration 102Q: 3 clusters Score -3759077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3759079.250000 Penalty: 3392.137207
	Iteration 103Q: 3 clusters Score -3759079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3759080.000000 Penalty: 3392.137207
	Iteration 104Q: 3 clusters Score -3759080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3759085.750000 Penalty: 3392.137207
	Iteration 105Q: 3 clusters Score -3759086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3759085.000000 Penalty: 3392.137207
	Iteration 106Q: 3 clusters Score -3759085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3759086.750000 Penalty: 3392.137207
	Iteration 107Q: 3 clusters Score -3759087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3759088.500000 Penalty: 3392.137207
	Iteration 108Q: 3 clusters Score -3759088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3759089.000000 Penalty: 3392.137207
	Iteration 109Q: 3 clusters Score -3759089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3759084.000000 Penalty: 3392.137207
	Iteration 110Q: 3 clusters Score -3759084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3759087.000000 Penalty: 3392.137207
	Iteration 111Q: 3 clusters Score -3759087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3759089.750000 Penalty: 3392.137207
	Iteration 112Q: 3 clusters Score -3759090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3759089.500000 Penalty: 3392.137207
	Iteration 113Q: 3 clusters Score -3759090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3759092.750000 Penalty: 3392.137207
	Iteration 114Q: 3 clusters Score -3759093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -3759090.250000 Penalty: 3392.137207
	Iteration 115Q: 3 clusters Score -3759090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -3759099.500000 Penalty: 3392.137207
	Iteration 116Q: 3 clusters Score -3759100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3759099.250000 Penalty: 3392.137207
	Iteration 117Q: 3 clusters Score -3759099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3759097.750000 Penalty: 3392.137207
	Iteration 118Q: 3 clusters Score -3759098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -3759107.250000 Penalty: 3392.137207
	Iteration 119Q: 3 clusters Score -3759107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3759107.000000 Penalty: 3392.137207
	Iteration 120F: 3 clusters Score -3759107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3759108.500000 Penalty: 3392.137207
	Iteration 121Q: 3 clusters Score -3759108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3759102.750000 Penalty: 3392.137207
	Iteration 122Q: 3 clusters Score -3759103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3759104.000000 Penalty: 3392.137207
	Iteration 123Q: 3 clusters Score -3759104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -3759106.750000 Penalty: 3392.137207
	Iteration 124Q: 3 clusters Score -3759107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3759105.000000 Penalty: 3392.137207
	Iteration 125Q: 3 clusters Score -3759105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -3759104.500000 Penalty: 3392.137207
	Iteration 126Q: 3 clusters Score -3759104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3759107.250000 Penalty: 3392.137207
	Iteration 127Q: 3 clusters Score -3759107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -3759107.250000 Penalty: 3392.137207
	Iteration 128Q: 3 clusters Score -3759107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3759105.750000 Penalty: 3392.137207
	Iteration 129Q: 3 clusters Score -3759106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3759107.000000 Penalty: 3392.137207
	Iteration 130Q: 3 clusters Score -3759107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3759105.000000 Penalty: 3392.137207
	Iteration 131Q: 3 clusters Score -3759105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3759109.500000 Penalty: 3392.137207
	Iteration 132Q: 3 clusters Score -3759110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3759107.000000 Penalty: 3392.137207
	Iteration 133Q: 3 clusters Score -3759107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3759109.000000 Penalty: 3392.137207
	Iteration 134Q: 3 clusters Score -3759109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3759107.250000 Penalty: 3392.137207
	Iteration 135Q: 3 clusters Score -3759107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3759107.250000 Penalty: 3392.137207
	Iteration 136F: 3 clusters Score -3759107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -99163.789062 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -99163.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97754.945312 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -97754.95 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98112.367188 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -98112.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -98298.343750 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -98298.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98542.015625 Penalty: 2270.634033
	Iteration 3F: 3 clusters Score -98542.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -99001.289062 Penalty: 2270.634033
	Iteration 4F: 3 clusters Score -99001.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -99703.179688 Penalty: 2270.634033
	Iteration 5F: 3 clusters Score -99703.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100188.632812 Penalty: 2270.634033
	Iteration 6F: 3 clusters Score -100188.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -100306.609375 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -100306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100331.289062 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -100331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -100332.390625 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -100332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -100333.148438 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -100333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -100333.148438 Penalty: 2270.634033
	Iteration 11F: 3 clusters Score -100333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220313 members 
Mstep: Class 2 contains 12523 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 48731 members 
Mstep: Class 6 contains 126401 members 
Mstep: Class 7 contains 161809 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 20857 members 
Mstep: Class 10 contains 46040 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 77808 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 34110 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 31994 members 
Mstep: Class 23 contains 122628 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
Score: -98852056.000000 Penalty: 46891.722656
Splitting cluster 19 changes total score from -98851600.000000 to -98852056.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 20 (31994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Entering Unmasked Estep 
Score: -3523093.500000 Penalty: 1685.661865
	Iteration 0F: 2 clusters Score -3523094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3501659.250000 Penalty: 3371.323730
	Iteration 0F: 3 clusters Score -3501659 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3509698.750000 Penalty: 3371.323730
	Iteration 1F: 3 clusters Score -3509699 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3510100.500000 Penalty: 3371.323730
	Iteration 2Q: 3 clusters Score -3510100 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3510538.000000 Penalty: 3371.323730
	Iteration 3Q: 3 clusters Score -3510538 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3511064.000000 Penalty: 3371.323730
	Iteration 4Q: 3 clusters Score -3511064 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3511785.000000 Penalty: 3371.323730
	Iteration 5Q: 3 clusters Score -3511785 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3512861.000000 Penalty: 3371.323730
	Iteration 6F: 3 clusters Score -3512861 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3514197.000000 Penalty: 3371.323730
	Iteration 7F: 3 clusters Score -3514197 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3515619.750000 Penalty: 3371.323730
	Iteration 8F: 3 clusters Score -3515620 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3516525.000000 Penalty: 3371.323730
	Iteration 9F: 3 clusters Score -3516525 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3516884.250000 Penalty: 3371.323730
	Iteration 10Q: 3 clusters Score -3516884 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3517081.000000 Penalty: 3371.323730
	Iteration 11Q: 3 clusters Score -3517081 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3517202.000000 Penalty: 3371.323730
	Iteration 12Q: 3 clusters Score -3517202 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3517325.000000 Penalty: 3371.323730
	Iteration 13Q: 3 clusters Score -3517325 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3517419.750000 Penalty: 3371.323730
	Iteration 14Q: 3 clusters Score -3517420 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3517520.750000 Penalty: 3371.323730
	Iteration 15Q: 3 clusters Score -3517521 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3517616.750000 Penalty: 3371.323730
	Iteration 16Q: 3 clusters Score -3517617 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3517709.250000 Penalty: 3371.323730
	Iteration 17Q: 3 clusters Score -3517709 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3517816.500000 Penalty: 3371.323730
	Iteration 18Q: 3 clusters Score -3517816 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3517909.750000 Penalty: 3371.323730
	Iteration 19Q: 3 clusters Score -3517910 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3518038.500000 Penalty: 3371.323730
	Iteration 20F: 3 clusters Score -3518038 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3518195.500000 Penalty: 3371.323730
	Iteration 21Q: 3 clusters Score -3518196 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3518340.750000 Penalty: 3371.323730
	Iteration 22Q: 3 clusters Score -3518341 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3518486.750000 Penalty: 3371.323730
	Iteration 23Q: 3 clusters Score -3518487 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3518657.250000 Penalty: 3371.323730
	Iteration 24Q: 3 clusters Score -3518657 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3518810.750000 Penalty: 3371.323730
	Iteration 25Q: 3 clusters Score -3518811 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3518969.750000 Penalty: 3371.323730
	Iteration 26Q: 3 clusters Score -3518970 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3519114.000000 Penalty: 3371.323730
	Iteration 27Q: 3 clusters Score -3519114 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3519256.250000 Penalty: 3371.323730
	Iteration 28Q: 3 clusters Score -3519256 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3519432.500000 Penalty: 3371.323730
	Iteration 29Q: 3 clusters Score -3519432 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3519635.500000 Penalty: 3371.323730
	Iteration 30Q: 3 clusters Score -3519636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3519801.500000 Penalty: 3371.323730
	Iteration 31Q: 3 clusters Score -3519802 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3519993.000000 Penalty: 3371.323730
	Iteration 32Q: 3 clusters Score -3519993 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3520126.750000 Penalty: 3371.323730
	Iteration 33Q: 3 clusters Score -3520127 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3520251.750000 Penalty: 3371.323730
	Iteration 34Q: 3 clusters Score -3520252 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3520396.250000 Penalty: 3371.323730
	Iteration 35Q: 3 clusters Score -3520396 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3520555.000000 Penalty: 3371.323730
	Iteration 36Q: 3 clusters Score -3520555 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3520684.000000 Penalty: 3371.323730
	Iteration 37Q: 3 clusters Score -3520684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3520797.250000 Penalty: 3371.323730
	Iteration 38Q: 3 clusters Score -3520797 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3520924.500000 Penalty: 3371.323730
	Iteration 39Q: 3 clusters Score -3520924 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3521016.500000 Penalty: 3371.323730
	Iteration 40F: 3 clusters Score -3521016 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3521107.500000 Penalty: 3371.323730
	Iteration 41Q: 3 clusters Score -3521108 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3521209.500000 Penalty: 3371.323730
	Iteration 42Q: 3 clusters Score -3521210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3521273.250000 Penalty: 3371.323730
	Iteration 43Q: 3 clusters Score -3521273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3521330.500000 Penalty: 3371.323730
	Iteration 44Q: 3 clusters Score -3521330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3521378.250000 Penalty: 3371.323730
	Iteration 45Q: 3 clusters Score -3521378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3521416.750000 Penalty: 3371.323730
	Iteration 46Q: 3 clusters Score -3521417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3521450.750000 Penalty: 3371.323730
	Iteration 47Q: 3 clusters Score -3521451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3521468.250000 Penalty: 3371.323730
	Iteration 48Q: 3 clusters Score -3521468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3521488.000000 Penalty: 3371.323730
	Iteration 49Q: 3 clusters Score -3521488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3521509.500000 Penalty: 3371.323730
	Iteration 50Q: 3 clusters Score -3521510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3521517.750000 Penalty: 3371.323730
	Iteration 51Q: 3 clusters Score -3521518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3521531.750000 Penalty: 3371.323730
	Iteration 52Q: 3 clusters Score -3521532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3521540.000000 Penalty: 3371.323730
	Iteration 53Q: 3 clusters Score -3521540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3521549.750000 Penalty: 3371.323730
	Iteration 54Q: 3 clusters Score -3521550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3521554.500000 Penalty: 3371.323730
	Iteration 55Q: 3 clusters Score -3521554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3521562.000000 Penalty: 3371.323730
	Iteration 56Q: 3 clusters Score -3521562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3521573.750000 Penalty: 3371.323730
	Iteration 57Q: 3 clusters Score -3521574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3521581.250000 Penalty: 3371.323730
	Iteration 58Q: 3 clusters Score -3521581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3521588.000000 Penalty: 3371.323730
	Iteration 59Q: 3 clusters Score -3521588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3521596.500000 Penalty: 3371.323730
	Iteration 60F: 3 clusters Score -3521596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3521604.500000 Penalty: 3371.323730
	Iteration 61Q: 3 clusters Score -3521604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3521603.000000 Penalty: 3371.323730
	Iteration 62Q: 3 clusters Score -3521603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3521605.750000 Penalty: 3371.323730
	Iteration 63Q: 3 clusters Score -3521606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3521606.500000 Penalty: 3371.323730
	Iteration 64Q: 3 clusters Score -3521606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3521607.250000 Penalty: 3371.323730
	Iteration 65Q: 3 clusters Score -3521607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3521607.750000 Penalty: 3371.323730
	Iteration 66Q: 3 clusters Score -3521608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3521613.250000 Penalty: 3371.323730
	Iteration 67Q: 3 clusters Score -3521613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3521614.000000 Penalty: 3371.323730
	Iteration 68Q: 3 clusters Score -3521614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3521620.250000 Penalty: 3371.323730
	Iteration 69Q: 3 clusters Score -3521620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3521620.250000 Penalty: 3371.323730
	Iteration 70Q: 3 clusters Score -3521620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3521621.750000 Penalty: 3371.323730
	Iteration 71Q: 3 clusters Score -3521622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3521621.750000 Penalty: 3371.323730
	Iteration 72F: 3 clusters Score -3521622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Entering Unmasked Estep 
Score: -13464123.000000 Penalty: 1903.997925
	Iteration 0F: 2 clusters Score -1.346412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -13381979.000000 Penalty: 3807.995850
	Iteration 0F: 3 clusters Score -1.338198e+07 nChanged 59100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -13416902.000000 Penalty: 3807.995850
	Iteration 1F: 3 clusters Score -1.34169e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -13418602.000000 Penalty: 3807.995850
	Iteration 2Q: 3 clusters Score -1.34186e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -13420763.000000 Penalty: 3807.995850
	Iteration 3Q: 3 clusters Score -1.342076e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -13423380.000000 Penalty: 3807.995850
	Iteration 4Q: 3 clusters Score -1.342338e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -13426688.000000 Penalty: 3807.995850
	Iteration 5F: 3 clusters Score -1.342669e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -13430989.000000 Penalty: 3807.995850
	Iteration 6F: 3 clusters Score -1.343099e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -13436127.000000 Penalty: 3807.995850
	Iteration 7F: 3 clusters Score -1.343613e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -13442616.000000 Penalty: 3807.995850
	Iteration 8F: 3 clusters Score -1.344262e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -13449363.000000 Penalty: 3807.995850
	Iteration 9F: 3 clusters Score -1.344936e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -13452656.000000 Penalty: 3807.995850
	Iteration 10Q: 3 clusters Score -1.345266e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -13454260.000000 Penalty: 3807.995850
	Iteration 11Q: 3 clusters Score -1.345426e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -13455599.000000 Penalty: 3807.995850
	Iteration 12Q: 3 clusters Score -1.34556e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -13456594.000000 Penalty: 3807.995850
	Iteration 13Q: 3 clusters Score -1.345659e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -13457477.000000 Penalty: 3807.995850
	Iteration 14Q: 3 clusters Score -1.345748e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -13458354.000000 Penalty: 3807.995850
	Iteration 15Q: 3 clusters Score -1.345835e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -13458943.000000 Penalty: 3807.995850
	Iteration 16Q: 3 clusters Score -1.345894e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -13459484.000000 Penalty: 3807.995850
	Iteration 17Q: 3 clusters Score -1.345948e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -13459874.000000 Penalty: 3807.995850
	Iteration 18Q: 3 clusters Score -1.345987e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -13460160.000000 Penalty: 3807.995850
	Iteration 19Q: 3 clusters Score -1.346016e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 109452 members 
Entering Unmasked Estep 
Score: -13460493.000000 Penalty: 3807.995850
	Iteration 20F: 3 clusters Score -1.346049e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -13460756.000000 Penalty: 3807.995850
	Iteration 21Q: 3 clusters Score -1.346076e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -13461055.000000 Penalty: 3807.995850
	Iteration 22Q: 3 clusters Score -1.346106e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -13461225.000000 Penalty: 3807.995850
	Iteration 23Q: 3 clusters Score -1.346122e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 112244 members 
Entering Unmasked Estep 
Score: -13461393.000000 Penalty: 3807.995850
	Iteration 24Q: 3 clusters Score -1.346139e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -13461492.000000 Penalty: 3807.995850
	Iteration 25Q: 3 clusters Score -1.346149e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -13461616.000000 Penalty: 3807.995850
	Iteration 26Q: 3 clusters Score -1.346162e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 113653 members 
Entering Unmasked Estep 
Score: -13461766.000000 Penalty: 3807.995850
	Iteration 27Q: 3 clusters Score -1.346177e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -13461849.000000 Penalty: 3807.995850
	Iteration 28Q: 3 clusters Score -1.346185e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -13461940.000000 Penalty: 3807.995850
	Iteration 29Q: 3 clusters Score -1.346194e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -13462002.000000 Penalty: 3807.995850
	Iteration 30Q: 3 clusters Score -1.3462e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -13461987.000000 Penalty: 3807.995850
	Iteration 31Q: 3 clusters Score -1.346199e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 115317 members 
Entering Unmasked Estep 
Score: -13462093.000000 Penalty: 3807.995850
	Iteration 32Q: 3 clusters Score -1.346209e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -13462151.000000 Penalty: 3807.995850
	Iteration 33Q: 3 clusters Score -1.346215e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -13462185.000000 Penalty: 3807.995850
	Iteration 34Q: 3 clusters Score -1.346218e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -13462227.000000 Penalty: 3807.995850
	Iteration 35Q: 3 clusters Score -1.346223e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 116324 members 
Entering Unmasked Estep 
Score: -13462281.000000 Penalty: 3807.995850
	Iteration 36Q: 3 clusters Score -1.346228e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -13462295.000000 Penalty: 3807.995850
	Iteration 37Q: 3 clusters Score -1.34623e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -13462366.000000 Penalty: 3807.995850
	Iteration 38Q: 3 clusters Score -1.346237e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -13462416.000000 Penalty: 3807.995850
	Iteration 39Q: 3 clusters Score -1.346242e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -13462468.000000 Penalty: 3807.995850
	Iteration 40F: 3 clusters Score -1.346247e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -13462467.000000 Penalty: 3807.995850
	Iteration 41Q: 3 clusters Score -1.346247e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -13462503.000000 Penalty: 3807.995850
	Iteration 42Q: 3 clusters Score -1.34625e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -13462510.000000 Penalty: 3807.995850
	Iteration 43Q: 3 clusters Score -1.346251e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -13462527.000000 Penalty: 3807.995850
	Iteration 44Q: 3 clusters Score -1.346253e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -13462597.000000 Penalty: 3807.995850
	Iteration 45Q: 3 clusters Score -1.34626e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -13462661.000000 Penalty: 3807.995850
	Iteration 46Q: 3 clusters Score -1.346266e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -13462650.000000 Penalty: 3807.995850
	Iteration 47Q: 3 clusters Score -1.346265e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 118546 members 
Entering Unmasked Estep 
Score: -13462659.000000 Penalty: 3807.995850
	Iteration 48Q: 3 clusters Score -1.346266e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -13462653.000000 Penalty: 3807.995850
	Iteration 49Q: 3 clusters Score -1.346265e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -13462678.000000 Penalty: 3807.995850
	Iteration 50Q: 3 clusters Score -1.346268e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 118968 members 
Entering Unmasked Estep 
Score: -13462742.000000 Penalty: 3807.995850
	Iteration 51Q: 3 clusters Score -1.346274e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -13462758.000000 Penalty: 3807.995850
	Iteration 52Q: 3 clusters Score -1.346276e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -13462764.000000 Penalty: 3807.995850
	Iteration 53Q: 3 clusters Score -1.346276e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -13462783.000000 Penalty: 3807.995850
	Iteration 54Q: 3 clusters Score -1.346278e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -13462815.000000 Penalty: 3807.995850
	Iteration 55Q: 3 clusters Score -1.346282e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 119425 members 
Entering Unmasked Estep 
Score: -13462849.000000 Penalty: 3807.995850
	Iteration 56Q: 3 clusters Score -1.346285e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -13462841.000000 Penalty: 3807.995850
	Iteration 57Q: 3 clusters Score -1.346284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -13462872.000000 Penalty: 3807.995850
	Iteration 58Q: 3 clusters Score -1.346287e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -13462893.000000 Penalty: 3807.995850
	Iteration 59Q: 3 clusters Score -1.346289e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -13462898.000000 Penalty: 3807.995850
	Iteration 60F: 3 clusters Score -1.34629e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -13462921.000000 Penalty: 3807.995850
	Iteration 61Q: 3 clusters Score -1.346292e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 119864 members 
Entering Unmasked Estep 
Score: -13462887.000000 Penalty: 3807.995850
	Iteration 62Q: 3 clusters Score -1.346289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -13462922.000000 Penalty: 3807.995850
	Iteration 63Q: 3 clusters Score -1.346292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -13462918.000000 Penalty: 3807.995850
	Iteration 64Q: 3 clusters Score -1.346292e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -13462953.000000 Penalty: 3807.995850
	Iteration 65Q: 3 clusters Score -1.346295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -13462951.000000 Penalty: 3807.995850
	Iteration 66Q: 3 clusters Score -1.346295e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -13462953.000000 Penalty: 3807.995850
	Iteration 67Q: 3 clusters Score -1.346295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 120209 members 
Entering Unmasked Estep 
Score: -13462953.000000 Penalty: 3807.995850
	Iteration 68Q: 3 clusters Score -1.346295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -13462956.000000 Penalty: 3807.995850
	Iteration 69Q: 3 clusters Score -1.346296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -13462963.000000 Penalty: 3807.995850
	Iteration 70Q: 3 clusters Score -1.346296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 120326 members 
Entering Unmasked Estep 
Score: -13462980.000000 Penalty: 3807.995850
	Iteration 71Q: 3 clusters Score -1.346298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 120357 members 
Entering Unmasked Estep 
Score: -13462993.000000 Penalty: 3807.995850
	Iteration 72Q: 3 clusters Score -1.346299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 120389 members 
Entering Unmasked Estep 
Score: -13462978.000000 Penalty: 3807.995850
	Iteration 73Q: 3 clusters Score -1.346298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -13462993.000000 Penalty: 3807.995850
	Iteration 74Q: 3 clusters Score -1.346299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 120440 members 
Entering Unmasked Estep 
Score: -13463014.000000 Penalty: 3807.995850
	Iteration 75Q: 3 clusters Score -1.346301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 120458 members 
Entering Unmasked Estep 
Score: -13463020.000000 Penalty: 3807.995850
	Iteration 76Q: 3 clusters Score -1.346302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -13463011.000000 Penalty: 3807.995850
	Iteration 77Q: 3 clusters Score -1.346301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 120493 members 
Entering Unmasked Estep 
Score: -13463022.000000 Penalty: 3807.995850
	Iteration 78Q: 3 clusters Score -1.346302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -13463048.000000 Penalty: 3807.995850
	Iteration 79Q: 3 clusters Score -1.346305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -13463035.000000 Penalty: 3807.995850
	Iteration 80F: 3 clusters Score -1.346304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -13463048.000000 Penalty: 3807.995850
	Iteration 81Q: 3 clusters Score -1.346305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -13463030.000000 Penalty: 3807.995850
	Iteration 82Q: 3 clusters Score -1.346303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -13463038.000000 Penalty: 3807.995850
	Iteration 83Q: 3 clusters Score -1.346304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 120554 members 
Entering Unmasked Estep 
Score: -13463028.000000 Penalty: 3807.995850
	Iteration 84Q: 3 clusters Score -1.346303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -13463037.000000 Penalty: 3807.995850
	Iteration 85Q: 3 clusters Score -1.346304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -13463040.000000 Penalty: 3807.995850
	Iteration 86Q: 3 clusters Score -1.346304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -13463027.000000 Penalty: 3807.995850
	Iteration 87Q: 3 clusters Score -1.346303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -13463036.000000 Penalty: 3807.995850
	Iteration 88Q: 3 clusters Score -1.346304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 120591 members 
Entering Unmasked Estep 
Score: -13463020.000000 Penalty: 3807.995850
	Iteration 89Q: 3 clusters Score -1.346302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -13463031.000000 Penalty: 3807.995850
	Iteration 90Q: 3 clusters Score -1.346303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 120614 members 
Entering Unmasked Estep 
Score: -13463044.000000 Penalty: 3807.995850
	Iteration 91Q: 3 clusters Score -1.346304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
Score: -13463041.000000 Penalty: 3807.995850
	Iteration 92Q: 3 clusters Score -1.346304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -13463027.000000 Penalty: 3807.995850
	Iteration 93Q: 3 clusters Score -1.346303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 120635 members 
Entering Unmasked Estep 
Score: -13463037.000000 Penalty: 3807.995850
	Iteration 94Q: 3 clusters Score -1.346304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -13463031.000000 Penalty: 3807.995850
	Iteration 95Q: 3 clusters Score -1.346303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -13463044.000000 Penalty: 3807.995850
	Iteration 96Q: 3 clusters Score -1.346304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 120650 members 
Entering Unmasked Estep 
Score: -13463035.000000 Penalty: 3807.995850
	Iteration 97Q: 3 clusters Score -1.346304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 120653 members 
Entering Unmasked Estep 
Score: -13463034.000000 Penalty: 3807.995850
	Iteration 98Q: 3 clusters Score -1.346303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 120654 members 
Entering Unmasked Estep 
Score: -13463031.000000 Penalty: 3807.995850
	Iteration 99Q: 3 clusters Score -1.346303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -13463034.000000 Penalty: 3807.995850
	Iteration 100F: 3 clusters Score -1.346303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 120658 members 
Entering Unmasked Estep 
Score: -13463030.000000 Penalty: 3807.995850
	Iteration 101Q: 3 clusters Score -1.346303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -13463034.000000 Penalty: 3807.995850
	Iteration 102Q: 3 clusters Score -1.346303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -13463034.000000 Penalty: 3807.995850
	Iteration 103F: 3 clusters Score -1.346303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -20789.298828 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -20789.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20022.445312 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -20022.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20055.714844 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -20055.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20078.830078 Penalty: 1713.724976
	Iteration 2Q: 3 clusters Score -20078.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20083.074219 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -20083.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20083.074219 Penalty: 1713.724976
	Iteration 4F: 3 clusters Score -20083.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220313 members 
Mstep: Class 2 contains 12523 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 48731 members 
Mstep: Class 6 contains 126401 members 
Mstep: Class 7 contains 161809 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 20857 members 
Mstep: Class 10 contains 46040 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 77808 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 34110 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 31994 members 
Mstep: Class 23 contains 122628 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852152.000000 Penalty: 46891.722656
Iteration 79Q: 22 clusters Score -9.885215e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220243 members 
Mstep: Class 2 contains 12555 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 48719 members 
Mstep: Class 6 contains 126419 members 
Mstep: Class 7 contains 161832 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 20929 members 
Mstep: Class 10 contains 46078 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 77704 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5131 members 
Mstep: Class 17 contains 5560 members 
Mstep: Class 18 contains 34113 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 32000 members 
Mstep: Class 23 contains 122620 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98852752.000000 Penalty: 46891.722656
Iteration 80F: 22 clusters Score -9.885275e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220183 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48704 members 
Mstep: Class 6 contains 126421 members 
Mstep: Class 7 contains 161833 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21007 members 
Mstep: Class 10 contains 45712 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 77620 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5138 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 32003 members 
Mstep: Class 23 contains 122620 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853072.000000 Penalty: 46891.722656
Iteration 81Q: 22 clusters Score -9.885307e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220031 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48697 members 
Mstep: Class 6 contains 126416 members 
Mstep: Class 7 contains 161904 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 21086 members 
Mstep: Class 10 contains 45497 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 77518 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 34115 members 
Mstep: Class 19 contains 390 members 
Mstep: Class 20 contains 32005 members 
Mstep: Class 23 contains 122611 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853288.000000 Penalty: 46891.722656
Iteration 82Q: 22 clusters Score -9.885329e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219878 members 
Mstep: Class 2 contains 12652 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48692 members 
Mstep: Class 6 contains 126414 members 
Mstep: Class 7 contains 161916 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 21179 members 
Mstep: Class 10 contains 45358 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5135 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 34120 members 
Mstep: Class 19 contains 391 members 
Mstep: Class 20 contains 32013 members 
Mstep: Class 23 contains 122600 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853416.000000 Penalty: 46891.722656
Iteration 83Q: 22 clusters Score -9.885342e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219712 members 
Mstep: Class 2 contains 12672 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48686 members 
Mstep: Class 6 contains 126405 members 
Mstep: Class 7 contains 161956 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 45298 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 77304 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5135 members 
Mstep: Class 17 contains 5689 members 
Mstep: Class 18 contains 34120 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 122594 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853296.000000 Penalty: 46891.722656
Iteration 84Q: 22 clusters Score -9.88533e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219560 members 
Mstep: Class 2 contains 12686 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48674 members 
Mstep: Class 6 contains 126401 members 
Mstep: Class 7 contains 161987 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21315 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 77191 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 17 contains 5720 members 
Mstep: Class 18 contains 34122 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 122594 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853624.000000 Penalty: 46891.722656
Iteration 85Q: 22 clusters Score -9.885362e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219422 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48664 members 
Mstep: Class 6 contains 126395 members 
Mstep: Class 7 contains 162034 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21347 members 
Mstep: Class 10 contains 45257 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 77087 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5137 members 
Mstep: Class 17 contains 5750 members 
Mstep: Class 18 contains 34131 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 122596 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853680.000000 Penalty: 46891.722656
Iteration 86Q: 22 clusters Score -9.885368e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219263 members 
Mstep: Class 2 contains 12715 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48654 members 
Mstep: Class 6 contains 126392 members 
Mstep: Class 7 contains 162069 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21368 members 
Mstep: Class 10 contains 45298 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 77012 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 17 contains 5779 members 
Mstep: Class 18 contains 34139 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32025 members 
Mstep: Class 23 contains 122600 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853752.000000 Penalty: 46891.722656
Iteration 87Q: 22 clusters Score -9.885375e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219102 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48644 members 
Mstep: Class 6 contains 126399 members 
Mstep: Class 7 contains 162087 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 45354 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 76936 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 17 contains 5812 members 
Mstep: Class 18 contains 34140 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32022 members 
Mstep: Class 23 contains 122602 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853952.000000 Penalty: 46891.722656
Iteration 88Q: 22 clusters Score -9.885395e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218973 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48631 members 
Mstep: Class 6 contains 126398 members 
Mstep: Class 7 contains 162090 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21436 members 
Mstep: Class 10 contains 45393 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 76865 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 34142 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32014 members 
Mstep: Class 23 contains 122601 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854032.000000 Penalty: 46891.722656
Iteration 89Q: 22 clusters Score -9.885403e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218862 members 
Mstep: Class 2 contains 12791 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48615 members 
Mstep: Class 6 contains 126393 members 
Mstep: Class 7 contains 162077 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 21475 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 76804 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 17 contains 5869 members 
Mstep: Class 18 contains 34144 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 32015 members 
Mstep: Class 23 contains 122604 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853968.000000 Penalty: 46891.722656
Iteration 90Q: 22 clusters Score -9.885397e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218749 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 48605 members 
Mstep: Class 6 contains 126386 members 
Mstep: Class 7 contains 162101 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 21510 members 
Mstep: Class 10 contains 45464 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 76743 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 34138 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 23 contains 122606 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854104.000000 Penalty: 46891.722656
Iteration 91Q: 22 clusters Score -9.88541e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218664 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 48583 members 
Mstep: Class 6 contains 126393 members 
Mstep: Class 7 contains 162114 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 21532 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 76689 members 
Mstep: Class 13 contains 2444 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5150 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 34139 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 32021 members 
Mstep: Class 23 contains 122610 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854240.000000 Penalty: 46891.722656
Iteration 92Q: 22 clusters Score -9.885424e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218596 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48562 members 
Mstep: Class 6 contains 126396 members 
Mstep: Class 7 contains 162115 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 76627 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5149 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 34142 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 23 contains 122613 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854408.000000 Penalty: 46891.722656
Iteration 93Q: 22 clusters Score -9.885441e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218522 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48541 members 
Mstep: Class 6 contains 126401 members 
Mstep: Class 7 contains 162123 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 21581 members 
Mstep: Class 10 contains 45529 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 76579 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 34150 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 32010 members 
Mstep: Class 23 contains 122611 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854360.000000 Penalty: 46891.722656
Iteration 94Q: 22 clusters Score -9.885436e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218440 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48532 members 
Mstep: Class 6 contains 126411 members 
Mstep: Class 7 contains 162129 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 45547 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 76527 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 34152 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 32008 members 
Mstep: Class 23 contains 122604 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854464.000000 Penalty: 46891.722656
Iteration 95Q: 22 clusters Score -9.885446e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218367 members 
Mstep: Class 2 contains 12904 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48522 members 
Mstep: Class 6 contains 126422 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 76480 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 34163 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 32011 members 
Mstep: Class 23 contains 122608 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854408.000000 Penalty: 46891.722656
Iteration 96Q: 22 clusters Score -9.885441e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218286 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48514 members 
Mstep: Class 6 contains 126431 members 
Mstep: Class 7 contains 162114 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 45573 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 76453 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 34175 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32007 members 
Mstep: Class 23 contains 122605 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854576.000000 Penalty: 46891.722656
Iteration 97Q: 22 clusters Score -9.885458e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218224 members 
Mstep: Class 2 contains 12929 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48507 members 
Mstep: Class 6 contains 126439 members 
Mstep: Class 7 contains 162119 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 45570 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 76424 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32010 members 
Mstep: Class 23 contains 122611 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854448.000000 Penalty: 46891.722656
Iteration 98Q: 22 clusters Score -9.885445e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218171 members 
Mstep: Class 2 contains 12944 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48498 members 
Mstep: Class 6 contains 126441 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 45581 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 76398 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5160 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 34199 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 122604 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854376.000000 Penalty: 46891.722656
Iteration 99Q: 22 clusters Score -9.885438e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218125 members 
Mstep: Class 2 contains 12950 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48487 members 
Mstep: Class 6 contains 126441 members 
Mstep: Class 7 contains 162142 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21613 members 
Mstep: Class 10 contains 45584 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 76368 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5160 members 
Mstep: Class 17 contains 6205 members 
Mstep: Class 18 contains 34202 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32011 members 
Mstep: Class 23 contains 122604 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854392.000000 Penalty: 46891.722656
Iteration 100F: 22 clusters Score -9.885439e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218077 members 
Mstep: Class 2 contains 12956 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48478 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 162149 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 45597 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 76345 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 34208 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32014 members 
Mstep: Class 23 contains 122601 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854360.000000 Penalty: 46891.722656
Iteration 101Q: 22 clusters Score -9.885436e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218021 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48468 members 
Mstep: Class 6 contains 126458 members 
Mstep: Class 7 contains 162159 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21620 members 
Mstep: Class 10 contains 45615 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 76317 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 34211 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 23 contains 122598 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854472.000000 Penalty: 46891.722656
Iteration 102Q: 22 clusters Score -9.885447e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217992 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48467 members 
Mstep: Class 6 contains 126469 members 
Mstep: Class 7 contains 162149 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21624 members 
Mstep: Class 10 contains 45618 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 76285 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 34213 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32024 members 
Mstep: Class 23 contains 122597 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854304.000000 Penalty: 46891.722656
Iteration 103Q: 22 clusters Score -9.88543e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217969 members 
Mstep: Class 2 contains 12968 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48463 members 
Mstep: Class 6 contains 126474 members 
Mstep: Class 7 contains 162137 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21629 members 
Mstep: Class 10 contains 45626 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 76259 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 34215 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32029 members 
Mstep: Class 23 contains 122592 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854360.000000 Penalty: 46891.722656
Iteration 104Q: 22 clusters Score -9.885436e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48462 members 
Mstep: Class 6 contains 126478 members 
Mstep: Class 7 contains 162127 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21629 members 
Mstep: Class 10 contains 45632 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76220 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 34220 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32030 members 
Mstep: Class 23 contains 122590 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854312.000000 Penalty: 46891.722656
Iteration 105Q: 22 clusters Score -9.885431e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217926 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48461 members 
Mstep: Class 6 contains 126478 members 
Mstep: Class 7 contains 162113 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 45637 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76199 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 34222 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 23 contains 122592 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854400.000000 Penalty: 46891.722656
Iteration 106Q: 22 clusters Score -9.88544e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217906 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48461 members 
Mstep: Class 6 contains 126480 members 
Mstep: Class 7 contains 162087 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 45639 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76180 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5169 members 
Mstep: Class 17 contains 6465 members 
Mstep: Class 18 contains 34226 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32030 members 
Mstep: Class 23 contains 122592 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854304.000000 Penalty: 46891.722656
Iteration 107Q: 22 clusters Score -9.88543e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217894 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48460 members 
Mstep: Class 6 contains 126494 members 
Mstep: Class 7 contains 162036 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21631 members 
Mstep: Class 10 contains 45644 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76158 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5171 members 
Mstep: Class 17 contains 6511 members 
Mstep: Class 18 contains 34232 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 122596 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854336.000000 Penalty: 46891.722656
Iteration 108Q: 22 clusters Score -9.885434e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217870 members 
Mstep: Class 2 contains 12983 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48457 members 
Mstep: Class 6 contains 126499 members 
Mstep: Class 7 contains 162025 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 21623 members 
Mstep: Class 10 contains 45651 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76133 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5175 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 34239 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 23 contains 122598 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854272.000000 Penalty: 46891.722656
Iteration 109Q: 22 clusters Score -9.885427e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217847 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48455 members 
Mstep: Class 6 contains 126509 members 
Mstep: Class 7 contains 162024 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 21624 members 
Mstep: Class 10 contains 45657 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76103 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 34242 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 23 contains 122599 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854432.000000 Penalty: 46891.722656
Iteration 110Q: 22 clusters Score -9.885443e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217822 members 
Mstep: Class 2 contains 12986 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48452 members 
Mstep: Class 6 contains 126515 members 
Mstep: Class 7 contains 162022 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 21622 members 
Mstep: Class 10 contains 45657 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76082 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5177 members 
Mstep: Class 17 contains 6607 members 
Mstep: Class 18 contains 34244 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 122598 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854232.000000 Penalty: 46891.722656
Iteration 111Q: 22 clusters Score -9.885423e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217789 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48451 members 
Mstep: Class 6 contains 126515 members 
Mstep: Class 7 contains 162012 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21620 members 
Mstep: Class 10 contains 45662 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76068 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 34250 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 122603 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854208.000000 Penalty: 46891.722656
Iteration 112Q: 22 clusters Score -9.885421e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217755 members 
Mstep: Class 2 contains 12992 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48450 members 
Mstep: Class 6 contains 126518 members 
Mstep: Class 7 contains 162006 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21616 members 
Mstep: Class 10 contains 45661 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76057 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 18 contains 34263 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32033 members 
Mstep: Class 23 contains 122606 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854296.000000 Penalty: 46891.722656
Iteration 113Q: 22 clusters Score -9.88543e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217708 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48442 members 
Mstep: Class 6 contains 126524 members 
Mstep: Class 7 contains 161994 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21612 members 
Mstep: Class 10 contains 45670 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76055 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 34268 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 122614 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854200.000000 Penalty: 46891.722656
Iteration 114Q: 22 clusters Score -9.88542e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217670 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48434 members 
Mstep: Class 6 contains 126527 members 
Mstep: Class 7 contains 161993 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21606 members 
Mstep: Class 10 contains 45676 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 76050 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 34277 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 122615 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854280.000000 Penalty: 46891.722656
Iteration 115Q: 22 clusters Score -9.885428e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217620 members 
Mstep: Class 2 contains 13002 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48419 members 
Mstep: Class 6 contains 126532 members 
Mstep: Class 7 contains 162000 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21603 members 
Mstep: Class 10 contains 45686 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 12 contains 76040 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5184 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 34285 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32027 members 
Mstep: Class 23 contains 122617 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854248.000000 Penalty: 46891.722656
Iteration 116Q: 22 clusters Score -9.885425e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217579 members 
Mstep: Class 2 contains 13005 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48405 members 
Mstep: Class 6 contains 126536 members 
Mstep: Class 7 contains 161994 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 45690 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 76038 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 17 contains 6813 members 
Mstep: Class 18 contains 34291 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 122621 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854232.000000 Penalty: 46891.722656
Iteration 117Q: 22 clusters Score -9.885423e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217539 members 
Mstep: Class 2 contains 13008 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48399 members 
Mstep: Class 6 contains 126542 members 
Mstep: Class 7 contains 161997 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 45695 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 76032 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5187 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 34296 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32025 members 
Mstep: Class 23 contains 122622 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854296.000000 Penalty: 46891.722656
Iteration 118Q: 22 clusters Score -9.88543e+07 nChanged 153
Entering ConstructFrom: 
Score: -98854296.000000 Penalty: 46891.722656
Entering ConstructFrom: 
Trying to split cluster 1 (217492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217492 members 
Entering Unmasked Estep 
Score: -23377926.000000 Penalty: 1997.111572
	Iteration 0F: 2 clusters Score -2.337793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -23252510.000000 Penalty: 3994.223145
	Iteration 0F: 3 clusters Score -2.325251e+07 nChanged 105765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 110380 members 
Entering Unmasked Estep 
Score: -23316002.000000 Penalty: 3994.223145
	Iteration 1F: 3 clusters Score -2.3316e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 111543 members 
Entering Unmasked Estep 
Score: -23317208.000000 Penalty: 3994.223145
	Iteration 2Q: 3 clusters Score -2.331721e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -23318944.000000 Penalty: 3994.223145
	Iteration 3Q: 3 clusters Score -2.331894e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 115670 members 
Entering Unmasked Estep 
Score: -23321480.000000 Penalty: 3994.223145
	Iteration 4Q: 3 clusters Score -2.332148e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -23325186.000000 Penalty: 3994.223145
	Iteration 5Q: 3 clusters Score -2.332519e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 123427 members 
Entering Unmasked Estep 
Score: -23331002.000000 Penalty: 3994.223145
	Iteration 6Q: 3 clusters Score -2.3331e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 128294 members 
Entering Unmasked Estep 
Score: -23339800.000000 Penalty: 3994.223145
	Iteration 7F: 3 clusters Score -2.33398e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 132631 members 
Entering Unmasked Estep 
Score: -23350168.000000 Penalty: 3994.223145
	Iteration 8F: 3 clusters Score -2.335017e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -23357288.000000 Penalty: 3994.223145
	Iteration 9F: 3 clusters Score -2.335729e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 138382 members 
Entering Unmasked Estep 
Score: -23359744.000000 Penalty: 3994.223145
	Iteration 10Q: 3 clusters Score -2.335974e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 140904 members 
Entering Unmasked Estep 
Score: -23360554.000000 Penalty: 3994.223145
	Iteration 11Q: 3 clusters Score -2.336055e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 143271 members 
Entering Unmasked Estep 
Score: -23360816.000000 Penalty: 3994.223145
	Iteration 12Q: 3 clusters Score -2.336082e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -23361000.000000 Penalty: 3994.223145
	Iteration 13Q: 3 clusters Score -2.3361e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 147994 members 
Entering Unmasked Estep 
Score: -23361214.000000 Penalty: 3994.223145
	Iteration 14Q: 3 clusters Score -2.336121e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 150246 members 
Entering Unmasked Estep 
Score: -23361436.000000 Penalty: 3994.223145
	Iteration 15Q: 3 clusters Score -2.336144e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -23361690.000000 Penalty: 3994.223145
	Iteration 16Q: 3 clusters Score -2.336169e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -23361954.000000 Penalty: 3994.223145
	Iteration 17Q: 3 clusters Score -2.336195e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -23362046.000000 Penalty: 3994.223145
	Iteration 18Q: 3 clusters Score -2.336205e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -23362160.000000 Penalty: 3994.223145
	Iteration 19Q: 3 clusters Score -2.336216e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 160771 members 
Entering Unmasked Estep 
Score: -23362060.000000 Penalty: 3994.223145
	Iteration 20F: 3 clusters Score -2.336206e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -23362156.000000 Penalty: 3994.223145
	Iteration 21Q: 3 clusters Score -2.336216e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -23362198.000000 Penalty: 3994.223145
	Iteration 22Q: 3 clusters Score -2.33622e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 165601 members 
Entering Unmasked Estep 
Score: -23362184.000000 Penalty: 3994.223145
	Iteration 23Q: 3 clusters Score -2.336218e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -23362314.000000 Penalty: 3994.223145
	Iteration 24Q: 3 clusters Score -2.336231e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 168188 members 
Entering Unmasked Estep 
Score: -23362228.000000 Penalty: 3994.223145
	Iteration 25Q: 3 clusters Score -2.336223e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 169367 members 
Entering Unmasked Estep 
Score: -23362274.000000 Penalty: 3994.223145
	Iteration 26Q: 3 clusters Score -2.336227e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 170338 members 
Entering Unmasked Estep 
Score: -23362324.000000 Penalty: 3994.223145
	Iteration 27Q: 3 clusters Score -2.336232e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 171136 members 
Entering Unmasked Estep 
Score: -23362310.000000 Penalty: 3994.223145
	Iteration 28Q: 3 clusters Score -2.336231e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -23362372.000000 Penalty: 3994.223145
	Iteration 29Q: 3 clusters Score -2.336237e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 172587 members 
Entering Unmasked Estep 
Score: -23362498.000000 Penalty: 3994.223145
	Iteration 30Q: 3 clusters Score -2.33625e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -23362596.000000 Penalty: 3994.223145
	Iteration 31Q: 3 clusters Score -2.33626e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -23362550.000000 Penalty: 3994.223145
	Iteration 32Q: 3 clusters Score -2.336255e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -23362646.000000 Penalty: 3994.223145
	Iteration 33Q: 3 clusters Score -2.336265e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -23362756.000000 Penalty: 3994.223145
	Iteration 34Q: 3 clusters Score -2.336276e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -23362840.000000 Penalty: 3994.223145
	Iteration 35Q: 3 clusters Score -2.336284e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -23362786.000000 Penalty: 3994.223145
	Iteration 36Q: 3 clusters Score -2.336279e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 174437 members 
Entering Unmasked Estep 
Score: -23362770.000000 Penalty: 3994.223145
	Iteration 37Q: 3 clusters Score -2.336277e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -23362740.000000 Penalty: 3994.223145
	Iteration 38Q: 3 clusters Score -2.336274e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 174282 members 
Entering Unmasked Estep 
Score: -23362860.000000 Penalty: 3994.223145
	Iteration 39Q: 3 clusters Score -2.336286e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 174073 members 
Entering Unmasked Estep 
Score: -23362848.000000 Penalty: 3994.223145
	Iteration 40F: 3 clusters Score -2.336285e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 173781 members 
Entering Unmasked Estep 
Score: -23362850.000000 Penalty: 3994.223145
	Iteration 41Q: 3 clusters Score -2.336285e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -23362984.000000 Penalty: 3994.223145
	Iteration 42Q: 3 clusters Score -2.336298e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 172957 members 
Entering Unmasked Estep 
Score: -23362982.000000 Penalty: 3994.223145
	Iteration 43Q: 3 clusters Score -2.336298e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -23362896.000000 Penalty: 3994.223145
	Iteration 44Q: 3 clusters Score -2.33629e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 171925 members 
Entering Unmasked Estep 
Score: -23362912.000000 Penalty: 3994.223145
	Iteration 45Q: 3 clusters Score -2.336291e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -23362924.000000 Penalty: 3994.223145
	Iteration 46Q: 3 clusters Score -2.336292e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -23362932.000000 Penalty: 3994.223145
	Iteration 47Q: 3 clusters Score -2.336293e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 170078 members 
Entering Unmasked Estep 
Score: -23363006.000000 Penalty: 3994.223145
	Iteration 48Q: 3 clusters Score -2.336301e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 169426 members 
Entering Unmasked Estep 
Score: -23363196.000000 Penalty: 3994.223145
	Iteration 49Q: 3 clusters Score -2.33632e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 168762 members 
Entering Unmasked Estep 
Score: -23363140.000000 Penalty: 3994.223145
	Iteration 50Q: 3 clusters Score -2.336314e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 168064 members 
Entering Unmasked Estep 
Score: -23363138.000000 Penalty: 3994.223145
	Iteration 51Q: 3 clusters Score -2.336314e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -23363174.000000 Penalty: 3994.223145
	Iteration 52Q: 3 clusters Score -2.336317e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -23363258.000000 Penalty: 3994.223145
	Iteration 53Q: 3 clusters Score -2.336326e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -23363374.000000 Penalty: 3994.223145
	Iteration 54Q: 3 clusters Score -2.336337e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 165161 members 
Entering Unmasked Estep 
Score: -23363404.000000 Penalty: 3994.223145
	Iteration 55Q: 3 clusters Score -2.33634e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -23363462.000000 Penalty: 3994.223145
	Iteration 56Q: 3 clusters Score -2.336346e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -23363618.000000 Penalty: 3994.223145
	Iteration 57Q: 3 clusters Score -2.336362e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 162896 members 
Entering Unmasked Estep 
Score: -23363640.000000 Penalty: 3994.223145
	Iteration 58Q: 3 clusters Score -2.336364e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -23363718.000000 Penalty: 3994.223145
	Iteration 59Q: 3 clusters Score -2.336372e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -23363730.000000 Penalty: 3994.223145
	Iteration 60F: 3 clusters Score -2.336373e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 160867 members 
Entering Unmasked Estep 
Score: -23363842.000000 Penalty: 3994.223145
	Iteration 61Q: 3 clusters Score -2.336384e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -23363882.000000 Penalty: 3994.223145
	Iteration 62Q: 3 clusters Score -2.336388e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 159762 members 
Entering Unmasked Estep 
Score: -23364020.000000 Penalty: 3994.223145
	Iteration 63Q: 3 clusters Score -2.336402e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -23364044.000000 Penalty: 3994.223145
	Iteration 64Q: 3 clusters Score -2.336404e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -23364076.000000 Penalty: 3994.223145
	Iteration 65Q: 3 clusters Score -2.336408e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -23364200.000000 Penalty: 3994.223145
	Iteration 66Q: 3 clusters Score -2.33642e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 157919 members 
Entering Unmasked Estep 
Score: -23364104.000000 Penalty: 3994.223145
	Iteration 67Q: 3 clusters Score -2.33641e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 157465 members 
Entering Unmasked Estep 
Score: -23364134.000000 Penalty: 3994.223145
	Iteration 68Q: 3 clusters Score -2.336413e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -23364156.000000 Penalty: 3994.223145
	Iteration 69Q: 3 clusters Score -2.336416e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -23364220.000000 Penalty: 3994.223145
	Iteration 70Q: 3 clusters Score -2.336422e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 155983 members 
Entering Unmasked Estep 
Score: -23364180.000000 Penalty: 3994.223145
	Iteration 71Q: 3 clusters Score -2.336418e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -23364204.000000 Penalty: 3994.223145
	Iteration 72Q: 3 clusters Score -2.33642e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -23364238.000000 Penalty: 3994.223145
	Iteration 73Q: 3 clusters Score -2.336424e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -23364224.000000 Penalty: 3994.223145
	Iteration 74Q: 3 clusters Score -2.336422e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -23364262.000000 Penalty: 3994.223145
	Iteration 75Q: 3 clusters Score -2.336426e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -23364244.000000 Penalty: 3994.223145
	Iteration 76Q: 3 clusters Score -2.336424e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 153568 members 
Entering Unmasked Estep 
Score: -23364268.000000 Penalty: 3994.223145
	Iteration 77Q: 3 clusters Score -2.336427e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -23364266.000000 Penalty: 3994.223145
	Iteration 78Q: 3 clusters Score -2.336427e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -23364324.000000 Penalty: 3994.223145
	Iteration 79Q: 3 clusters Score -2.336432e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 152570 members 
Entering Unmasked Estep 
Score: -23364424.000000 Penalty: 3994.223145
	Iteration 80F: 3 clusters Score -2.336442e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -23364422.000000 Penalty: 3994.223145
	Iteration 81Q: 3 clusters Score -2.336442e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 151911 members 
Entering Unmasked Estep 
Score: -23364452.000000 Penalty: 3994.223145
	Iteration 82Q: 3 clusters Score -2.336445e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -23364484.000000 Penalty: 3994.223145
	Iteration 83Q: 3 clusters Score -2.336448e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -23364502.000000 Penalty: 3994.223145
	Iteration 84Q: 3 clusters Score -2.33645e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -23364598.000000 Penalty: 3994.223145
	Iteration 85Q: 3 clusters Score -2.33646e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 150717 members 
Entering Unmasked Estep 
Score: -23364682.000000 Penalty: 3994.223145
	Iteration 86Q: 3 clusters Score -2.336468e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -23364716.000000 Penalty: 3994.223145
	Iteration 87Q: 3 clusters Score -2.336472e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -23364742.000000 Penalty: 3994.223145
	Iteration 88Q: 3 clusters Score -2.336474e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -23364774.000000 Penalty: 3994.223145
	Iteration 89Q: 3 clusters Score -2.336477e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 149812 members 
Entering Unmasked Estep 
Score: -23364788.000000 Penalty: 3994.223145
	Iteration 90Q: 3 clusters Score -2.336479e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -23364810.000000 Penalty: 3994.223145
	Iteration 91Q: 3 clusters Score -2.336481e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -23364802.000000 Penalty: 3994.223145
	Iteration 92Q: 3 clusters Score -2.33648e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -23364818.000000 Penalty: 3994.223145
	Iteration 93Q: 3 clusters Score -2.336482e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -23364898.000000 Penalty: 3994.223145
	Iteration 94Q: 3 clusters Score -2.33649e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -23364904.000000 Penalty: 3994.223145
	Iteration 95Q: 3 clusters Score -2.33649e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -23364902.000000 Penalty: 3994.223145
	Iteration 96Q: 3 clusters Score -2.33649e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -23364918.000000 Penalty: 3994.223145
	Iteration 97Q: 3 clusters Score -2.336492e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -23364900.000000 Penalty: 3994.223145
	Iteration 98Q: 3 clusters Score -2.33649e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -23364896.000000 Penalty: 3994.223145
	Iteration 99Q: 3 clusters Score -2.33649e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -23364904.000000 Penalty: 3994.223145
	Iteration 100F: 3 clusters Score -2.33649e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -23364914.000000 Penalty: 3994.223145
	Iteration 101Q: 3 clusters Score -2.336491e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 148037 members 
Entering Unmasked Estep 
Score: -23364936.000000 Penalty: 3994.223145
	Iteration 102Q: 3 clusters Score -2.336494e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -23365004.000000 Penalty: 3994.223145
	Iteration 103Q: 3 clusters Score -2.3365e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -23364998.000000 Penalty: 3994.223145
	Iteration 104Q: 3 clusters Score -2.3365e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 147710 members 
Entering Unmasked Estep 
Score: -23365038.000000 Penalty: 3994.223145
	Iteration 105Q: 3 clusters Score -2.336504e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -23365080.000000 Penalty: 3994.223145
	Iteration 106Q: 3 clusters Score -2.336508e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 147608 members 
Entering Unmasked Estep 
Score: -23365132.000000 Penalty: 3994.223145
	Iteration 107Q: 3 clusters Score -2.336513e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -23365108.000000 Penalty: 3994.223145
	Iteration 108Q: 3 clusters Score -2.336511e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 147584 members 
Entering Unmasked Estep 
Score: -23365112.000000 Penalty: 3994.223145
	Iteration 109Q: 3 clusters Score -2.336511e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -23365152.000000 Penalty: 3994.223145
	Iteration 110Q: 3 clusters Score -2.336515e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -23365178.000000 Penalty: 3994.223145
	Iteration 111Q: 3 clusters Score -2.336518e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -23365224.000000 Penalty: 3994.223145
	Iteration 112Q: 3 clusters Score -2.336522e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -23365222.000000 Penalty: 3994.223145
	Iteration 113Q: 3 clusters Score -2.336522e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -23365220.000000 Penalty: 3994.223145
	Iteration 114Q: 3 clusters Score -2.336522e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -23365290.000000 Penalty: 3994.223145
	Iteration 115Q: 3 clusters Score -2.336529e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -23365350.000000 Penalty: 3994.223145
	Iteration 116Q: 3 clusters Score -2.336535e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 147580 members 
Entering Unmasked Estep 
Score: -23365356.000000 Penalty: 3994.223145
	Iteration 117Q: 3 clusters Score -2.336536e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 147577 members 
Entering Unmasked Estep 
Score: -23365280.000000 Penalty: 3994.223145
	Iteration 118Q: 3 clusters Score -2.336528e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -23365328.000000 Penalty: 3994.223145
	Iteration 119Q: 3 clusters Score -2.336533e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -23365326.000000 Penalty: 3994.223145
	Iteration 120F: 3 clusters Score -2.336533e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -23365370.000000 Penalty: 3994.223145
	Iteration 121Q: 3 clusters Score -2.336537e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -23365416.000000 Penalty: 3994.223145
	Iteration 122Q: 3 clusters Score -2.336542e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -23365378.000000 Penalty: 3994.223145
	Iteration 123Q: 3 clusters Score -2.336538e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -23365428.000000 Penalty: 3994.223145
	Iteration 124Q: 3 clusters Score -2.336543e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 147622 members 
Entering Unmasked Estep 
Score: -23365408.000000 Penalty: 3994.223145
	Iteration 125Q: 3 clusters Score -2.336541e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -23365382.000000 Penalty: 3994.223145
	Iteration 126Q: 3 clusters Score -2.336538e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -23365420.000000 Penalty: 3994.223145
	Iteration 127Q: 3 clusters Score -2.336542e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -23365482.000000 Penalty: 3994.223145
	Iteration 128Q: 3 clusters Score -2.336548e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -23365542.000000 Penalty: 3994.223145
	Iteration 129Q: 3 clusters Score -2.336554e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -23365508.000000 Penalty: 3994.223145
	Iteration 130Q: 3 clusters Score -2.336551e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -23365508.000000 Penalty: 3994.223145
	Iteration 131Q: 3 clusters Score -2.336551e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 147543 members 
Entering Unmasked Estep 
Score: -23365558.000000 Penalty: 3994.223145
	Iteration 132Q: 3 clusters Score -2.336556e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -23365538.000000 Penalty: 3994.223145
	Iteration 133Q: 3 clusters Score -2.336554e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -23365594.000000 Penalty: 3994.223145
	Iteration 134Q: 3 clusters Score -2.336559e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -23365642.000000 Penalty: 3994.223145
	Iteration 135Q: 3 clusters Score -2.336564e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 147577 members 
Entering Unmasked Estep 
Score: -23365650.000000 Penalty: 3994.223145
	Iteration 136Q: 3 clusters Score -2.336565e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -23365682.000000 Penalty: 3994.223145
	Iteration 137Q: 3 clusters Score -2.336568e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -23365710.000000 Penalty: 3994.223145
	Iteration 138Q: 3 clusters Score -2.336571e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -23365728.000000 Penalty: 3994.223145
	Iteration 139Q: 3 clusters Score -2.336573e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -23365772.000000 Penalty: 3994.223145
	Iteration 140F: 3 clusters Score -2.336577e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -23365756.000000 Penalty: 3994.223145
	Iteration 141Q: 3 clusters Score -2.336576e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -23365766.000000 Penalty: 3994.223145
	Iteration 142Q: 3 clusters Score -2.336577e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -23365802.000000 Penalty: 3994.223145
	Iteration 143Q: 3 clusters Score -2.33658e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -23365826.000000 Penalty: 3994.223145
	Iteration 144Q: 3 clusters Score -2.336583e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 147571 members 
Entering Unmasked Estep 
Score: -23365834.000000 Penalty: 3994.223145
	Iteration 145Q: 3 clusters Score -2.336583e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -23365826.000000 Penalty: 3994.223145
	Iteration 146Q: 3 clusters Score -2.336583e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -23365886.000000 Penalty: 3994.223145
	Iteration 147Q: 3 clusters Score -2.336589e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -23365932.000000 Penalty: 3994.223145
	Iteration 148Q: 3 clusters Score -2.336593e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -23365942.000000 Penalty: 3994.223145
	Iteration 149Q: 3 clusters Score -2.336594e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -23365972.000000 Penalty: 3994.223145
	Iteration 150Q: 3 clusters Score -2.336597e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -23365978.000000 Penalty: 3994.223145
	Iteration 151Q: 3 clusters Score -2.336598e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -23365958.000000 Penalty: 3994.223145
	Iteration 152Q: 3 clusters Score -2.336596e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -23365984.000000 Penalty: 3994.223145
	Iteration 153Q: 3 clusters Score -2.336598e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -23366000.000000 Penalty: 3994.223145
	Iteration 154Q: 3 clusters Score -2.3366e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 147386 members 
Entering Unmasked Estep 
Score: -23366028.000000 Penalty: 3994.223145
	Iteration 155Q: 3 clusters Score -2.336603e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -23366008.000000 Penalty: 3994.223145
	Iteration 156Q: 3 clusters Score -2.336601e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 147392 members 
Entering Unmasked Estep 
Score: -23366002.000000 Penalty: 3994.223145
	Iteration 157Q: 3 clusters Score -2.3366e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 147387 members 
Entering Unmasked Estep 
Score: -23365976.000000 Penalty: 3994.223145
	Iteration 158Q: 3 clusters Score -2.336598e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -23365960.000000 Penalty: 3994.223145
	Iteration 159Q: 3 clusters Score -2.336596e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -23366008.000000 Penalty: 3994.223145
	Iteration 160F: 3 clusters Score -2.336601e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -23366038.000000 Penalty: 3994.223145
	Iteration 161Q: 3 clusters Score -2.336604e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -23366082.000000 Penalty: 3994.223145
	Iteration 162Q: 3 clusters Score -2.336608e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -23366050.000000 Penalty: 3994.223145
	Iteration 163Q: 3 clusters Score -2.336605e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 147438 members 
Entering Unmasked Estep 
Score: -23366084.000000 Penalty: 3994.223145
	Iteration 164Q: 3 clusters Score -2.336608e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -23366094.000000 Penalty: 3994.223145
	Iteration 165Q: 3 clusters Score -2.336609e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -23366126.000000 Penalty: 3994.223145
	Iteration 166Q: 3 clusters Score -2.336613e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -23366092.000000 Penalty: 3994.223145
	Iteration 167Q: 3 clusters Score -2.336609e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -23366088.000000 Penalty: 3994.223145
	Iteration 168Q: 3 clusters Score -2.336609e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -23366094.000000 Penalty: 3994.223145
	Iteration 169Q: 3 clusters Score -2.336609e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -23366100.000000 Penalty: 3994.223145
	Iteration 170Q: 3 clusters Score -2.33661e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -23366116.000000 Penalty: 3994.223145
	Iteration 171Q: 3 clusters Score -2.336612e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 147386 members 
Entering Unmasked Estep 
Score: -23366154.000000 Penalty: 3994.223145
	Iteration 172Q: 3 clusters Score -2.336615e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -23366180.000000 Penalty: 3994.223145
	Iteration 173Q: 3 clusters Score -2.336618e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -23366202.000000 Penalty: 3994.223145
	Iteration 174Q: 3 clusters Score -2.33662e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -23366184.000000 Penalty: 3994.223145
	Iteration 175Q: 3 clusters Score -2.336618e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -23366204.000000 Penalty: 3994.223145
	Iteration 176Q: 3 clusters Score -2.33662e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -23366192.000000 Penalty: 3994.223145
	Iteration 177Q: 3 clusters Score -2.336619e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 147292 members 
Entering Unmasked Estep 
Score: -23366244.000000 Penalty: 3994.223145
	Iteration 178Q: 3 clusters Score -2.336624e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -23366270.000000 Penalty: 3994.223145
	Iteration 179Q: 3 clusters Score -2.336627e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -23366304.000000 Penalty: 3994.223145
	Iteration 180F: 3 clusters Score -2.33663e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 147239 members 
Entering Unmasked Estep 
Score: -23366284.000000 Penalty: 3994.223145
	Iteration 181Q: 3 clusters Score -2.336628e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -23366266.000000 Penalty: 3994.223145
	Iteration 182Q: 3 clusters Score -2.336627e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -23366280.000000 Penalty: 3994.223145
	Iteration 183Q: 3 clusters Score -2.336628e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -23366312.000000 Penalty: 3994.223145
	Iteration 184Q: 3 clusters Score -2.336631e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -23366324.000000 Penalty: 3994.223145
	Iteration 185Q: 3 clusters Score -2.336632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -23366310.000000 Penalty: 3994.223145
	Iteration 186Q: 3 clusters Score -2.336631e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -23366326.000000 Penalty: 3994.223145
	Iteration 187Q: 3 clusters Score -2.336633e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 147280 members 
Entering Unmasked Estep 
Score: -23366386.000000 Penalty: 3994.223145
	Iteration 188Q: 3 clusters Score -2.336639e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -23366370.000000 Penalty: 3994.223145
	Iteration 189Q: 3 clusters Score -2.336637e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -23366392.000000 Penalty: 3994.223145
	Iteration 190Q: 3 clusters Score -2.336639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 147276 members 
Entering Unmasked Estep 
Score: -23366408.000000 Penalty: 3994.223145
	Iteration 191Q: 3 clusters Score -2.336641e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -23366412.000000 Penalty: 3994.223145
	Iteration 192Q: 3 clusters Score -2.336641e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 193Q: 3 clusters Score -2.336644e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -23366464.000000 Penalty: 3994.223145
	Iteration 194Q: 3 clusters Score -2.336646e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 147374 members 
Entering Unmasked Estep 
Score: -23366452.000000 Penalty: 3994.223145
	Iteration 195Q: 3 clusters Score -2.336645e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -23366432.000000 Penalty: 3994.223145
	Iteration 196Q: 3 clusters Score -2.336643e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -23366462.000000 Penalty: 3994.223145
	Iteration 197Q: 3 clusters Score -2.336646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 147481 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 198Q: 3 clusters Score -2.336644e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -23366434.000000 Penalty: 3994.223145
	Iteration 199Q: 3 clusters Score -2.336643e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -23366454.000000 Penalty: 3994.223145
	Iteration 200F: 3 clusters Score -2.336645e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -23366440.000000 Penalty: 3994.223145
	Iteration 201Q: 3 clusters Score -2.336644e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 147525 members 
Entering Unmasked Estep 
Score: -23366422.000000 Penalty: 3994.223145
	Iteration 202Q: 3 clusters Score -2.336642e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 147513 members 
Entering Unmasked Estep 
Score: -23366436.000000 Penalty: 3994.223145
	Iteration 203Q: 3 clusters Score -2.336644e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -23366416.000000 Penalty: 3994.223145
	Iteration 204Q: 3 clusters Score -2.336642e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 147506 members 
Entering Unmasked Estep 
Score: -23366394.000000 Penalty: 3994.223145
	Iteration 205Q: 3 clusters Score -2.336639e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -23366390.000000 Penalty: 3994.223145
	Iteration 206Q: 3 clusters Score -2.336639e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 147513 members 
Entering Unmasked Estep 
Score: -23366412.000000 Penalty: 3994.223145
	Iteration 207Q: 3 clusters Score -2.336641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -23366412.000000 Penalty: 3994.223145
	Iteration 208Q: 3 clusters Score -2.336641e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 147513 members 
Entering Unmasked Estep 
Score: -23366446.000000 Penalty: 3994.223145
	Iteration 209Q: 3 clusters Score -2.336645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -23366460.000000 Penalty: 3994.223145
	Iteration 210Q: 3 clusters Score -2.336646e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 147500 members 
Entering Unmasked Estep 
Score: -23366428.000000 Penalty: 3994.223145
	Iteration 211Q: 3 clusters Score -2.336643e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
Score: -23366460.000000 Penalty: 3994.223145
	Iteration 212Q: 3 clusters Score -2.336646e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 147475 members 
Entering Unmasked Estep 
Score: -23366476.000000 Penalty: 3994.223145
	Iteration 213Q: 3 clusters Score -2.336648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -23366476.000000 Penalty: 3994.223145
	Iteration 214Q: 3 clusters Score -2.336648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 147438 members 
Entering Unmasked Estep 
Score: -23366478.000000 Penalty: 3994.223145
	Iteration 215Q: 3 clusters Score -2.336648e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -23366466.000000 Penalty: 3994.223145
	Iteration 216Q: 3 clusters Score -2.336647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 147403 members 
Entering Unmasked Estep 
Score: -23366478.000000 Penalty: 3994.223145
	Iteration 217Q: 3 clusters Score -2.336648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -23366452.000000 Penalty: 3994.223145
	Iteration 218Q: 3 clusters Score -2.336645e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -23366440.000000 Penalty: 3994.223145
	Iteration 219Q: 3 clusters Score -2.336644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -23366458.000000 Penalty: 3994.223145
	Iteration 220F: 3 clusters Score -2.336646e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -23366470.000000 Penalty: 3994.223145
	Iteration 221Q: 3 clusters Score -2.336647e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -23366456.000000 Penalty: 3994.223145
	Iteration 222Q: 3 clusters Score -2.336646e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 223Q: 3 clusters Score -2.336644e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -23366416.000000 Penalty: 3994.223145
	Iteration 224Q: 3 clusters Score -2.336642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 147304 members 
Entering Unmasked Estep 
Score: -23366410.000000 Penalty: 3994.223145
	Iteration 225Q: 3 clusters Score -2.336641e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -23366412.000000 Penalty: 3994.223145
	Iteration 226Q: 3 clusters Score -2.336641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -23366414.000000 Penalty: 3994.223145
	Iteration 227Q: 3 clusters Score -2.336641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -23366444.000000 Penalty: 3994.223145
	Iteration 228Q: 3 clusters Score -2.336644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 229Q: 3 clusters Score -2.336644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -23366416.000000 Penalty: 3994.223145
	Iteration 230Q: 3 clusters Score -2.336642e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -23366432.000000 Penalty: 3994.223145
	Iteration 231Q: 3 clusters Score -2.336643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -23366436.000000 Penalty: 3994.223145
	Iteration 232Q: 3 clusters Score -2.336644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 147239 members 
Entering Unmasked Estep 
Score: -23366448.000000 Penalty: 3994.223145
	Iteration 233Q: 3 clusters Score -2.336645e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -23366458.000000 Penalty: 3994.223145
	Iteration 234Q: 3 clusters Score -2.336646e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
Score: -23366478.000000 Penalty: 3994.223145
	Iteration 235Q: 3 clusters Score -2.336648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 147214 members 
Entering Unmasked Estep 
Score: -23366456.000000 Penalty: 3994.223145
	Iteration 236Q: 3 clusters Score -2.336646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -23366442.000000 Penalty: 3994.223145
	Iteration 237Q: 3 clusters Score -2.336644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -23366440.000000 Penalty: 3994.223145
	Iteration 238Q: 3 clusters Score -2.336644e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -23366430.000000 Penalty: 3994.223145
	Iteration 239Q: 3 clusters Score -2.336643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -23366440.000000 Penalty: 3994.223145
	Iteration 240F: 3 clusters Score -2.336644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -23366470.000000 Penalty: 3994.223145
	Iteration 241Q: 3 clusters Score -2.336647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 147149 members 
Entering Unmasked Estep 
Score: -23366468.000000 Penalty: 3994.223145
	Iteration 242Q: 3 clusters Score -2.336647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 243Q: 3 clusters Score -2.336644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -23366436.000000 Penalty: 3994.223145
	Iteration 244Q: 3 clusters Score -2.336644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -23366426.000000 Penalty: 3994.223145
	Iteration 245Q: 3 clusters Score -2.336643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 147200 members 
Entering Unmasked Estep 
Score: -23366428.000000 Penalty: 3994.223145
	Iteration 246Q: 3 clusters Score -2.336643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -23366424.000000 Penalty: 3994.223145
	Iteration 247Q: 3 clusters Score -2.336642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -23366426.000000 Penalty: 3994.223145
	Iteration 248Q: 3 clusters Score -2.336643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 147226 members 
Entering Unmasked Estep 
Score: -23366404.000000 Penalty: 3994.223145
	Iteration 249Q: 3 clusters Score -2.33664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
Score: -23366424.000000 Penalty: 3994.223145
	Iteration 250Q: 3 clusters Score -2.336642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -23366450.000000 Penalty: 3994.223145
	Iteration 251Q: 3 clusters Score -2.336645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -23366464.000000 Penalty: 3994.223145
	Iteration 252Q: 3 clusters Score -2.336646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -23366452.000000 Penalty: 3994.223145
	Iteration 253Q: 3 clusters Score -2.336645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -23366444.000000 Penalty: 3994.223145
	Iteration 254Q: 3 clusters Score -2.336644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -23366448.000000 Penalty: 3994.223145
	Iteration 255Q: 3 clusters Score -2.336645e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 147296 members 
Entering Unmasked Estep 
Score: -23366442.000000 Penalty: 3994.223145
	Iteration 256Q: 3 clusters Score -2.336644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 147314 members 
Entering Unmasked Estep 
Score: -23366432.000000 Penalty: 3994.223145
	Iteration 257Q: 3 clusters Score -2.336643e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -23366428.000000 Penalty: 3994.223145
	Iteration 258Q: 3 clusters Score -2.336643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -23366434.000000 Penalty: 3994.223145
	Iteration 259Q: 3 clusters Score -2.336643e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
Score: -23366394.000000 Penalty: 3994.223145
	Iteration 260F: 3 clusters Score -2.336639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -23366412.000000 Penalty: 3994.223145
	Iteration 261Q: 3 clusters Score -2.336641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 147292 members 
Entering Unmasked Estep 
Score: -23366432.000000 Penalty: 3994.223145
	Iteration 262Q: 3 clusters Score -2.336643e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -23366398.000000 Penalty: 3994.223145
	Iteration 263Q: 3 clusters Score -2.33664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -23366394.000000 Penalty: 3994.223145
	Iteration 264Q: 3 clusters Score -2.336639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -23366386.000000 Penalty: 3994.223145
	Iteration 265Q: 3 clusters Score -2.336639e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
Score: -23366392.000000 Penalty: 3994.223145
	Iteration 266Q: 3 clusters Score -2.336639e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -23366388.000000 Penalty: 3994.223145
	Iteration 267Q: 3 clusters Score -2.336639e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -23366388.000000 Penalty: 3994.223145
	Iteration 268Q: 3 clusters Score -2.336639e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -23366394.000000 Penalty: 3994.223145
	Iteration 269Q: 3 clusters Score -2.336639e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -23366428.000000 Penalty: 3994.223145
	Iteration 270Q: 3 clusters Score -2.336643e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 147256 members 
Entering Unmasked Estep 
Score: -23366422.000000 Penalty: 3994.223145
	Iteration 271Q: 3 clusters Score -2.336642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 272Q: 3 clusters Score -2.336644e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 147256 members 
Entering Unmasked Estep 
Score: -23366422.000000 Penalty: 3994.223145
	Iteration 273Q: 3 clusters Score -2.336642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -23366428.000000 Penalty: 3994.223145
	Iteration 274Q: 3 clusters Score -2.336643e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 147256 members 
Entering Unmasked Estep 
Score: -23366440.000000 Penalty: 3994.223145
	Iteration 275Q: 3 clusters Score -2.336644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -23366464.000000 Penalty: 3994.223145
	Iteration 276Q: 3 clusters Score -2.336646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -23366436.000000 Penalty: 3994.223145
	Iteration 277Q: 3 clusters Score -2.336644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -23366458.000000 Penalty: 3994.223145
	Iteration 278Q: 3 clusters Score -2.336646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -23366454.000000 Penalty: 3994.223145
	Iteration 279Q: 3 clusters Score -2.336645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -23366464.000000 Penalty: 3994.223145
	Iteration 280F: 3 clusters Score -2.336646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -23366462.000000 Penalty: 3994.223145
	Iteration 281Q: 3 clusters Score -2.336646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -23366450.000000 Penalty: 3994.223145
	Iteration 282Q: 3 clusters Score -2.336645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 147282 members 
Entering Unmasked Estep 
Score: -23366450.000000 Penalty: 3994.223145
	Iteration 283Q: 3 clusters Score -2.336645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 147284 members 
Entering Unmasked Estep 
Score: -23366442.000000 Penalty: 3994.223145
	Iteration 284Q: 3 clusters Score -2.336644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -23366438.000000 Penalty: 3994.223145
	Iteration 285Q: 3 clusters Score -2.336644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -23366426.000000 Penalty: 3994.223145
	Iteration 286Q: 3 clusters Score -2.336643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -23366434.000000 Penalty: 3994.223145
	Iteration 287Q: 3 clusters Score -2.336643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -23366406.000000 Penalty: 3994.223145
	Iteration 288Q: 3 clusters Score -2.336641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -23366414.000000 Penalty: 3994.223145
	Iteration 289Q: 3 clusters Score -2.336641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -23366430.000000 Penalty: 3994.223145
	Iteration 290Q: 3 clusters Score -2.336643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 147356 members 
Entering Unmasked Estep 
Score: -23366424.000000 Penalty: 3994.223145
	Iteration 291Q: 3 clusters Score -2.336642e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 147369 members 
Entering Unmasked Estep 
Score: -23366430.000000 Penalty: 3994.223145
	Iteration 292Q: 3 clusters Score -2.336643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -23366416.000000 Penalty: 3994.223145
	Iteration 293Q: 3 clusters Score -2.336642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -23366400.000000 Penalty: 3994.223145
	Iteration 294Q: 3 clusters Score -2.33664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -23366366.000000 Penalty: 3994.223145
	Iteration 295Q: 3 clusters Score -2.336637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -23366370.000000 Penalty: 3994.223145
	Iteration 296Q: 3 clusters Score -2.336637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 147442 members 
Entering Unmasked Estep 
Score: -23366374.000000 Penalty: 3994.223145
	Iteration 297Q: 3 clusters Score -2.336637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -23366382.000000 Penalty: 3994.223145
	Iteration 298Q: 3 clusters Score -2.336638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 147456 members 
Entering Unmasked Estep 
Score: -23366398.000000 Penalty: 3994.223145
	Iteration 299Q: 3 clusters Score -2.33664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -23366392.000000 Penalty: 3994.223145
	Iteration 300F: 3 clusters Score -2.336639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -23366382.000000 Penalty: 3994.223145
	Iteration 301Q: 3 clusters Score -2.336638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -23366382.000000 Penalty: 3994.223145
	Iteration 302Q: 3 clusters Score -2.336638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 147471 members 
Entering Unmasked Estep 
Score: -23366394.000000 Penalty: 3994.223145
	Iteration 303Q: 3 clusters Score -2.336639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -23366416.000000 Penalty: 3994.223145
	Iteration 304Q: 3 clusters Score -2.336642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -23366410.000000 Penalty: 3994.223145
	Iteration 305Q: 3 clusters Score -2.336641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 147481 members 
Entering Unmasked Estep 
Score: -23366404.000000 Penalty: 3994.223145
	Iteration 306Q: 3 clusters Score -2.33664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -23366408.000000 Penalty: 3994.223145
	Iteration 307Q: 3 clusters Score -2.336641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 147479 members 
Entering Unmasked Estep 
Score: -23366406.000000 Penalty: 3994.223145
	Iteration 308Q: 3 clusters Score -2.336641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 147476 members 
Entering Unmasked Estep 
Score: -23366396.000000 Penalty: 3994.223145
	Iteration 309Q: 3 clusters Score -2.33664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 147475 members 
Entering Unmasked Estep 
Score: -23366406.000000 Penalty: 3994.223145
	Iteration 310Q: 3 clusters Score -2.336641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 147474 members 
Entering Unmasked Estep 
Score: -23366398.000000 Penalty: 3994.223145
	Iteration 311Q: 3 clusters Score -2.33664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -23366402.000000 Penalty: 3994.223145
	Iteration 312Q: 3 clusters Score -2.33664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 147481 members 
Entering Unmasked Estep 
Score: -23366406.000000 Penalty: 3994.223145
	Iteration 313Q: 3 clusters Score -2.336641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 147485 members 
Entering Unmasked Estep 
Score: -23366414.000000 Penalty: 3994.223145
	Iteration 314Q: 3 clusters Score -2.336641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -23366420.000000 Penalty: 3994.223145
	Iteration 315Q: 3 clusters Score -2.336642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 147489 members 
Entering Unmasked Estep 
Score: -23366440.000000 Penalty: 3994.223145
	Iteration 316Q: 3 clusters Score -2.336644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -23366422.000000 Penalty: 3994.223145
	Iteration 317Q: 3 clusters Score -2.336642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -23366420.000000 Penalty: 3994.223145
	Iteration 318Q: 3 clusters Score -2.336642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 147492 members 
Entering Unmasked Estep 
Score: -23366420.000000 Penalty: 3994.223145
	Iteration 319Q: 3 clusters Score -2.336642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 147492 members 
Entering Unmasked Estep 
Score: -23366420.000000 Penalty: 3994.223145
	Iteration 320F: 3 clusters Score -2.336642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Entering Unmasked Estep 
Score: -1442311.500000 Penalty: 1539.439453
	Iteration 0F: 2 clusters Score -1442312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1433302.875000 Penalty: 3078.878906
	Iteration 0F: 3 clusters Score -1433303 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1436501.875000 Penalty: 3078.878906
	Iteration 1F: 3 clusters Score -1436502 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1436929.125000 Penalty: 3078.878906
	Iteration 2F: 3 clusters Score -1436929 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1437356.625000 Penalty: 3078.878906
	Iteration 3F: 3 clusters Score -1437357 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1437871.000000 Penalty: 3078.878906
	Iteration 4F: 3 clusters Score -1437871 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1438509.750000 Penalty: 3078.878906
	Iteration 5F: 3 clusters Score -1438510 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1439216.500000 Penalty: 3078.878906
	Iteration 6F: 3 clusters Score -1439216 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1439884.750000 Penalty: 3078.878906
	Iteration 7F: 3 clusters Score -1439885 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1440284.875000 Penalty: 3078.878906
	Iteration 8Q: 3 clusters Score -1440285 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1440497.125000 Penalty: 3078.878906
	Iteration 9Q: 3 clusters Score -1440497 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1440593.125000 Penalty: 3078.878906
	Iteration 10Q: 3 clusters Score -1440593 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1440643.375000 Penalty: 3078.878906
	Iteration 11Q: 3 clusters Score -1440643 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1440692.000000 Penalty: 3078.878906
	Iteration 12Q: 3 clusters Score -1440692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1440720.375000 Penalty: 3078.878906
	Iteration 13Q: 3 clusters Score -1440720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1440751.500000 Penalty: 3078.878906
	Iteration 14Q: 3 clusters Score -1440752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1440780.000000 Penalty: 3078.878906
	Iteration 15Q: 3 clusters Score -1440780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1440811.500000 Penalty: 3078.878906
	Iteration 16Q: 3 clusters Score -1440812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1440838.750000 Penalty: 3078.878906
	Iteration 17Q: 3 clusters Score -1440839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1440863.000000 Penalty: 3078.878906
	Iteration 18Q: 3 clusters Score -1440863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1440884.000000 Penalty: 3078.878906
	Iteration 19Q: 3 clusters Score -1440884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1440898.750000 Penalty: 3078.878906
	Iteration 20F: 3 clusters Score -1440899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1440915.000000 Penalty: 3078.878906
	Iteration 21Q: 3 clusters Score -1440915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1440933.125000 Penalty: 3078.878906
	Iteration 22Q: 3 clusters Score -1440933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1440941.250000 Penalty: 3078.878906
	Iteration 23Q: 3 clusters Score -1440941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1440954.375000 Penalty: 3078.878906
	Iteration 24Q: 3 clusters Score -1440954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1440959.625000 Penalty: 3078.878906
	Iteration 25Q: 3 clusters Score -1440960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1440961.625000 Penalty: 3078.878906
	Iteration 26Q: 3 clusters Score -1440962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1440964.875000 Penalty: 3078.878906
	Iteration 27Q: 3 clusters Score -1440965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1440965.375000 Penalty: 3078.878906
	Iteration 28Q: 3 clusters Score -1440965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1440968.375000 Penalty: 3078.878906
	Iteration 29Q: 3 clusters Score -1440968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1440967.500000 Penalty: 3078.878906
	Iteration 30Q: 3 clusters Score -1440968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1440968.500000 Penalty: 3078.878906
	Iteration 31Q: 3 clusters Score -1440968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1440970.375000 Penalty: 3078.878906
	Iteration 32Q: 3 clusters Score -1440970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1440971.500000 Penalty: 3078.878906
	Iteration 33Q: 3 clusters Score -1440972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1440973.000000 Penalty: 3078.878906
	Iteration 34Q: 3 clusters Score -1440973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1440974.375000 Penalty: 3078.878906
	Iteration 35Q: 3 clusters Score -1440974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1440975.875000 Penalty: 3078.878906
	Iteration 36Q: 3 clusters Score -1440976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1440977.500000 Penalty: 3078.878906
	Iteration 37Q: 3 clusters Score -1440978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1440979.125000 Penalty: 3078.878906
	Iteration 38Q: 3 clusters Score -1440979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1440979.000000 Penalty: 3078.878906
	Iteration 39Q: 3 clusters Score -1440979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1440977.500000 Penalty: 3078.878906
	Iteration 40F: 3 clusters Score -1440978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1440980.625000 Penalty: 3078.878906
	Iteration 41Q: 3 clusters Score -1440981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1440981.500000 Penalty: 3078.878906
	Iteration 42Q: 3 clusters Score -1440982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1440982.875000 Penalty: 3078.878906
	Iteration 43Q: 3 clusters Score -1440983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1440984.875000 Penalty: 3078.878906
	Iteration 44Q: 3 clusters Score -1440985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1440985.375000 Penalty: 3078.878906
	Iteration 45Q: 3 clusters Score -1440985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1440986.000000 Penalty: 3078.878906
	Iteration 46Q: 3 clusters Score -1440986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1440986.375000 Penalty: 3078.878906
	Iteration 47Q: 3 clusters Score -1440986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1440986.375000 Penalty: 3078.878906
	Iteration 48F: 3 clusters Score -1440986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -334678.437500 Penalty: 1305.574829
	Iteration 0F: 2 clusters Score -334678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -331918.093750 Penalty: 2611.149658
	Iteration 0F: 3 clusters Score -331918.1 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -332588.875000 Penalty: 2611.149658
	Iteration 1F: 3 clusters Score -332588.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -332771.625000 Penalty: 2611.149658
	Iteration 2F: 3 clusters Score -332771.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332909.625000 Penalty: 2611.149658
	Iteration 3F: 3 clusters Score -332909.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -333019.718750 Penalty: 2611.149658
	Iteration 4Q: 3 clusters Score -333019.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -333122.125000 Penalty: 2611.149658
	Iteration 5Q: 3 clusters Score -333122.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -333217.718750 Penalty: 2611.149658
	Iteration 6Q: 3 clusters Score -333217.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -333291.750000 Penalty: 2611.149658
	Iteration 7Q: 3 clusters Score -333291.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -333358.781250 Penalty: 2611.149658
	Iteration 8Q: 3 clusters Score -333358.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -333428.156250 Penalty: 2611.149658
	Iteration 9Q: 3 clusters Score -333428.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -333513.437500 Penalty: 2611.149658
	Iteration 10Q: 3 clusters Score -333513.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -333613.843750 Penalty: 2611.149658
	Iteration 11Q: 3 clusters Score -333613.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -333726.656250 Penalty: 2611.149658
	Iteration 12Q: 3 clusters Score -333726.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -333858.187500 Penalty: 2611.149658
	Iteration 13Q: 3 clusters Score -333858.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -333970.468750 Penalty: 2611.149658
	Iteration 14Q: 3 clusters Score -333970.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -334091.312500 Penalty: 2611.149658
	Iteration 15Q: 3 clusters Score -334091.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -334169.125000 Penalty: 2611.149658
	Iteration 16Q: 3 clusters Score -334169.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -334218.187500 Penalty: 2611.149658
	Iteration 17Q: 3 clusters Score -334218.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -334251.500000 Penalty: 2611.149658
	Iteration 18Q: 3 clusters Score -334251.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -334266.468750 Penalty: 2611.149658
	Iteration 19Q: 3 clusters Score -334266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -334270.593750 Penalty: 2611.149658
	Iteration 20F: 3 clusters Score -334270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -334271.062500 Penalty: 2611.149658
	Iteration 21Q: 3 clusters Score -334271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -334271.062500 Penalty: 2611.149658
	Iteration 22F: 3 clusters Score -334271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -261417.984375 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -261418 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 1191 members 
Entering Unmasked Estep 
Score: -259108.296875 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -259108.3 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -259600.187500 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -259600.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259711.171875 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -259711.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -259776.875000 Penalty: 2528.869873
	Iteration 3Q: 3 clusters Score -259776.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -259814.937500 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -259814.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -259839.359375 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -259839.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -259863.156250 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -259863.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -259881.937500 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -259881.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -259897.906250 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -259897.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -259909.312500 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -259909.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259917.203125 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -259917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259922.218750 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -259922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259931.812500 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -259931.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -259944.937500 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -259944.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259958.734375 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -259958.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -259971.468750 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -259971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -259983.546875 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -259983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -259998.781250 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -259998.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -260018.156250 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -260018.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260031.328125 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -260031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -260044.687500 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -260044.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260061.343750 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -260061.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260076.031250 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -260076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260094.484375 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -260094.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260110.671875 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -260110.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260124.796875 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -260124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260135.671875 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -260135.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -260143.750000 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -260143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -260148.359375 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -260148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -260154.140625 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -260154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -260157.390625 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -260157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -260161.390625 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -260161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -260163.468750 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -260163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -260165.421875 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -260165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -260166.687500 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -260166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -260168.828125 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -260168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -260170.671875 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -260170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260172.375000 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -260172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -260175.375000 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -260175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -260177.312500 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -260177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -260178.109375 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -260178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Entering Unmasked Estep 
Score: -5322800.000000 Penalty: 1752.905396
	Iteration 0F: 2 clusters Score -5322800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -5290361.000000 Penalty: 3505.810791
	Iteration 0F: 3 clusters Score -5290361 nChanged 22693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5303054.000000 Penalty: 3505.810791
	Iteration 1F: 3 clusters Score -5303054 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5303422.500000 Penalty: 3505.810791
	Iteration 2Q: 3 clusters Score -5303422 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5303765.000000 Penalty: 3505.810791
	Iteration 3Q: 3 clusters Score -5303765 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5304113.500000 Penalty: 3505.810791
	Iteration 4Q: 3 clusters Score -5304114 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5304580.500000 Penalty: 3505.810791
	Iteration 5Q: 3 clusters Score -5304580 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5305206.500000 Penalty: 3505.810791
	Iteration 6Q: 3 clusters Score -5305206 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -5305980.000000 Penalty: 3505.810791
	Iteration 7Q: 3 clusters Score -5305980 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5307073.000000 Penalty: 3505.810791
	Iteration 8Q: 3 clusters Score -5307073 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5308378.500000 Penalty: 3505.810791
	Iteration 9F: 3 clusters Score -5308378 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5309956.500000 Penalty: 3505.810791
	Iteration 10F: 3 clusters Score -5309956 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5311687.000000 Penalty: 3505.810791
	Iteration 11F: 3 clusters Score -5311687 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5313313.000000 Penalty: 3505.810791
	Iteration 12Q: 3 clusters Score -5313313 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5314388.000000 Penalty: 3505.810791
	Iteration 13Q: 3 clusters Score -5314388 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -5315111.000000 Penalty: 3505.810791
	Iteration 14Q: 3 clusters Score -5315111 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5315621.500000 Penalty: 3505.810791
	Iteration 15Q: 3 clusters Score -5315622 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -5316051.000000 Penalty: 3505.810791
	Iteration 16Q: 3 clusters Score -5316051 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5316478.500000 Penalty: 3505.810791
	Iteration 17Q: 3 clusters Score -5316478 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5316914.000000 Penalty: 3505.810791
	Iteration 18Q: 3 clusters Score -5316914 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5317349.000000 Penalty: 3505.810791
	Iteration 19Q: 3 clusters Score -5317349 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -5317812.500000 Penalty: 3505.810791
	Iteration 20F: 3 clusters Score -5317812 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5318205.500000 Penalty: 3505.810791
	Iteration 21Q: 3 clusters Score -5318206 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5318594.000000 Penalty: 3505.810791
	Iteration 22Q: 3 clusters Score -5318594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -5319029.000000 Penalty: 3505.810791
	Iteration 23Q: 3 clusters Score -5319029 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5319418.500000 Penalty: 3505.810791
	Iteration 24Q: 3 clusters Score -5319418 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5319761.000000 Penalty: 3505.810791
	Iteration 25Q: 3 clusters Score -5319761 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5320013.000000 Penalty: 3505.810791
	Iteration 26Q: 3 clusters Score -5320013 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5320217.000000 Penalty: 3505.810791
	Iteration 27Q: 3 clusters Score -5320217 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5320389.000000 Penalty: 3505.810791
	Iteration 28Q: 3 clusters Score -5320389 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5320519.500000 Penalty: 3505.810791
	Iteration 29Q: 3 clusters Score -5320520 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5320654.000000 Penalty: 3505.810791
	Iteration 30Q: 3 clusters Score -5320654 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5320753.000000 Penalty: 3505.810791
	Iteration 31Q: 3 clusters Score -5320753 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5320836.500000 Penalty: 3505.810791
	Iteration 32Q: 3 clusters Score -5320836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5320926.500000 Penalty: 3505.810791
	Iteration 33Q: 3 clusters Score -5320926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5321009.500000 Penalty: 3505.810791
	Iteration 34Q: 3 clusters Score -5321010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5321057.500000 Penalty: 3505.810791
	Iteration 35Q: 3 clusters Score -5321058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5321113.000000 Penalty: 3505.810791
	Iteration 36Q: 3 clusters Score -5321113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5321147.000000 Penalty: 3505.810791
	Iteration 37Q: 3 clusters Score -5321147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5321169.500000 Penalty: 3505.810791
	Iteration 38Q: 3 clusters Score -5321170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5321193.000000 Penalty: 3505.810791
	Iteration 39Q: 3 clusters Score -5321193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5321208.000000 Penalty: 3505.810791
	Iteration 40F: 3 clusters Score -5321208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5321230.500000 Penalty: 3505.810791
	Iteration 41Q: 3 clusters Score -5321230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5321242.000000 Penalty: 3505.810791
	Iteration 42Q: 3 clusters Score -5321242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5321262.000000 Penalty: 3505.810791
	Iteration 43Q: 3 clusters Score -5321262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5321265.500000 Penalty: 3505.810791
	Iteration 44Q: 3 clusters Score -5321266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5321285.000000 Penalty: 3505.810791
	Iteration 45Q: 3 clusters Score -5321285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5321295.000000 Penalty: 3505.810791
	Iteration 46Q: 3 clusters Score -5321295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5321296.500000 Penalty: 3505.810791
	Iteration 47Q: 3 clusters Score -5321296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5321300.000000 Penalty: 3505.810791
	Iteration 48Q: 3 clusters Score -5321300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5321312.000000 Penalty: 3505.810791
	Iteration 49Q: 3 clusters Score -5321312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5321320.000000 Penalty: 3505.810791
	Iteration 50Q: 3 clusters Score -5321320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5321332.000000 Penalty: 3505.810791
	Iteration 51Q: 3 clusters Score -5321332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5321332.000000 Penalty: 3505.810791
	Iteration 52Q: 3 clusters Score -5321332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5321336.500000 Penalty: 3505.810791
	Iteration 53Q: 3 clusters Score -5321336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5321340.500000 Penalty: 3505.810791
	Iteration 54Q: 3 clusters Score -5321340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5321347.000000 Penalty: 3505.810791
	Iteration 55Q: 3 clusters Score -5321347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5321351.500000 Penalty: 3505.810791
	Iteration 56Q: 3 clusters Score -5321352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5321356.500000 Penalty: 3505.810791
	Iteration 57Q: 3 clusters Score -5321356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5321366.000000 Penalty: 3505.810791
	Iteration 58Q: 3 clusters Score -5321366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5321366.500000 Penalty: 3505.810791
	Iteration 59Q: 3 clusters Score -5321366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5321364.000000 Penalty: 3505.810791
	Iteration 60F: 3 clusters Score -5321364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5321367.500000 Penalty: 3505.810791
	Iteration 61Q: 3 clusters Score -5321368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5321370.500000 Penalty: 3505.810791
	Iteration 62Q: 3 clusters Score -5321370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5321369.000000 Penalty: 3505.810791
	Iteration 63Q: 3 clusters Score -5321369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5321369.000000 Penalty: 3505.810791
	Iteration 64F: 3 clusters Score -5321369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Entering Unmasked Estep 
Score: -13850703.000000 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -1.38507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -13765828.000000 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -1.376583e+07 nChanged 60944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -13802201.000000 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -1.38022e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -13803694.000000 Penalty: 3818.222412
	Iteration 2Q: 3 clusters Score -1.380369e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -13805834.000000 Penalty: 3818.222412
	Iteration 3Q: 3 clusters Score -1.380583e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -13809103.000000 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -1.38091e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -13813904.000000 Penalty: 3818.222412
	Iteration 5F: 3 clusters Score -1.38139e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -13819946.000000 Penalty: 3818.222412
	Iteration 6F: 3 clusters Score -1.381995e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -13826255.000000 Penalty: 3818.222412
	Iteration 7F: 3 clusters Score -1.382626e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13830098.000000 Penalty: 3818.222412
	Iteration 8F: 3 clusters Score -1.38301e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -13831782.000000 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -1.383178e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -13832374.000000 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -1.383237e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -13832834.000000 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -1.383283e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -13833332.000000 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -1.383333e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -13833916.000000 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -1.383392e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -13834528.000000 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -1.383453e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -13835234.000000 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -1.383523e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -13835947.000000 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -1.383595e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -13836864.000000 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -1.383686e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -13837912.000000 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -1.383791e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -13838816.000000 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -1.383882e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -13839889.000000 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -1.383989e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -13840955.000000 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -1.384096e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -13842061.000000 Penalty: 3818.222412
	Iteration 22Q: 3 clusters Score -1.384206e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115681 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -13843194.000000 Penalty: 3818.222412
	Iteration 23Q: 3 clusters Score -1.384319e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -13844194.000000 Penalty: 3818.222412
	Iteration 24Q: 3 clusters Score -1.384419e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -13845155.000000 Penalty: 3818.222412
	Iteration 25Q: 3 clusters Score -1.384516e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -13846043.000000 Penalty: 3818.222412
	Iteration 26Q: 3 clusters Score -1.384604e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -13846771.000000 Penalty: 3818.222412
	Iteration 27Q: 3 clusters Score -1.384677e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -13847525.000000 Penalty: 3818.222412
	Iteration 28Q: 3 clusters Score -1.384752e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -13848036.000000 Penalty: 3818.222412
	Iteration 29Q: 3 clusters Score -1.384804e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13848390.000000 Penalty: 3818.222412
	Iteration 30Q: 3 clusters Score -1.384839e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125149 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13848623.000000 Penalty: 3818.222412
	Iteration 31Q: 3 clusters Score -1.384862e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125376 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13848752.000000 Penalty: 3818.222412
	Iteration 32Q: 3 clusters Score -1.384875e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13848872.000000 Penalty: 3818.222412
	Iteration 33Q: 3 clusters Score -1.384887e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125648 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13848936.000000 Penalty: 3818.222412
	Iteration 34Q: 3 clusters Score -1.384894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13848982.000000 Penalty: 3818.222412
	Iteration 35Q: 3 clusters Score -1.384898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13849009.000000 Penalty: 3818.222412
	Iteration 36Q: 3 clusters Score -1.384901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125822 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13849047.000000 Penalty: 3818.222412
	Iteration 37Q: 3 clusters Score -1.384905e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13849065.000000 Penalty: 3818.222412
	Iteration 38Q: 3 clusters Score -1.384906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125886 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13849087.000000 Penalty: 3818.222412
	Iteration 39Q: 3 clusters Score -1.384909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13849091.000000 Penalty: 3818.222412
	Iteration 40F: 3 clusters Score -1.384909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13849101.000000 Penalty: 3818.222412
	Iteration 41Q: 3 clusters Score -1.38491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13849104.000000 Penalty: 3818.222412
	Iteration 42Q: 3 clusters Score -1.38491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13849116.000000 Penalty: 3818.222412
	Iteration 43Q: 3 clusters Score -1.384912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125950 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13849126.000000 Penalty: 3818.222412
	Iteration 44Q: 3 clusters Score -1.384913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125965 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13849124.000000 Penalty: 3818.222412
	Iteration 45Q: 3 clusters Score -1.384912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -13849151.000000 Penalty: 3818.222412
	Iteration 46Q: 3 clusters Score -1.384915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125993 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13849159.000000 Penalty: 3818.222412
	Iteration 47Q: 3 clusters Score -1.384916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126004 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13849152.000000 Penalty: 3818.222412
	Iteration 48Q: 3 clusters Score -1.384915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13849153.000000 Penalty: 3818.222412
	Iteration 49Q: 3 clusters Score -1.384915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126025 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13849153.000000 Penalty: 3818.222412
	Iteration 50Q: 3 clusters Score -1.384915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13849160.000000 Penalty: 3818.222412
	Iteration 51Q: 3 clusters Score -1.384916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13849168.000000 Penalty: 3818.222412
	Iteration 52Q: 3 clusters Score -1.384917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13849175.000000 Penalty: 3818.222412
	Iteration 53Q: 3 clusters Score -1.384918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13849179.000000 Penalty: 3818.222412
	Iteration 54Q: 3 clusters Score -1.384918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13849186.000000 Penalty: 3818.222412
	Iteration 55Q: 3 clusters Score -1.384919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13849192.000000 Penalty: 3818.222412
	Iteration 56Q: 3 clusters Score -1.384919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13849186.000000 Penalty: 3818.222412
	Iteration 57Q: 3 clusters Score -1.384919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126069 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13849194.000000 Penalty: 3818.222412
	Iteration 58Q: 3 clusters Score -1.384919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126074 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13849196.000000 Penalty: 3818.222412
	Iteration 59Q: 3 clusters Score -1.38492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126080 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13849186.000000 Penalty: 3818.222412
	Iteration 60F: 3 clusters Score -1.384919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13849192.000000 Penalty: 3818.222412
	Iteration 61Q: 3 clusters Score -1.384919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126089 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13849191.000000 Penalty: 3818.222412
	Iteration 62Q: 3 clusters Score -1.384919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126090 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -13849194.000000 Penalty: 3818.222412
	Iteration 63Q: 3 clusters Score -1.384919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13849192.000000 Penalty: 3818.222412
	Iteration 64Q: 3 clusters Score -1.384919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13849191.000000 Penalty: 3818.222412
	Iteration 65Q: 3 clusters Score -1.384919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13849191.000000 Penalty: 3818.222412
	Iteration 66F: 3 clusters Score -1.384919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Entering Unmasked Estep 
Score: -17550210.000000 Penalty: 1949.242676
	Iteration 0F: 2 clusters Score -1.755021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -17445220.000000 Penalty: 3898.485352
	Iteration 0F: 3 clusters Score -1.744522e+07 nChanged 78202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -17491516.000000 Penalty: 3898.485352
	Iteration 1F: 3 clusters Score -1.749152e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -17493120.000000 Penalty: 3898.485352
	Iteration 2Q: 3 clusters Score -1.749312e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -17495312.000000 Penalty: 3898.485352
	Iteration 3Q: 3 clusters Score -1.749531e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -17498718.000000 Penalty: 3898.485352
	Iteration 4Q: 3 clusters Score -1.749872e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -17504068.000000 Penalty: 3898.485352
	Iteration 5F: 3 clusters Score -1.750407e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -17511342.000000 Penalty: 3898.485352
	Iteration 6F: 3 clusters Score -1.751134e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -17519524.000000 Penalty: 3898.485352
	Iteration 7F: 3 clusters Score -1.751952e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -17526144.000000 Penalty: 3898.485352
	Iteration 8F: 3 clusters Score -1.752614e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -17530328.000000 Penalty: 3898.485352
	Iteration 9Q: 3 clusters Score -1.753033e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -17532750.000000 Penalty: 3898.485352
	Iteration 10Q: 3 clusters Score -1.753275e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -17534188.000000 Penalty: 3898.485352
	Iteration 11Q: 3 clusters Score -1.753419e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -17535150.000000 Penalty: 3898.485352
	Iteration 12Q: 3 clusters Score -1.753515e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -17535862.000000 Penalty: 3898.485352
	Iteration 13Q: 3 clusters Score -1.753586e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -17536492.000000 Penalty: 3898.485352
	Iteration 14Q: 3 clusters Score -1.753649e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -17537226.000000 Penalty: 3898.485352
	Iteration 15Q: 3 clusters Score -1.753723e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -17537774.000000 Penalty: 3898.485352
	Iteration 16Q: 3 clusters Score -1.753777e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -17538422.000000 Penalty: 3898.485352
	Iteration 17Q: 3 clusters Score -1.753842e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -17539086.000000 Penalty: 3898.485352
	Iteration 18Q: 3 clusters Score -1.753909e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -17539628.000000 Penalty: 3898.485352
	Iteration 19Q: 3 clusters Score -1.753963e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -17540106.000000 Penalty: 3898.485352
	Iteration 20F: 3 clusters Score -1.754011e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -17540540.000000 Penalty: 3898.485352
	Iteration 21Q: 3 clusters Score -1.754054e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -17541006.000000 Penalty: 3898.485352
	Iteration 22Q: 3 clusters Score -1.754101e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -17541446.000000 Penalty: 3898.485352
	Iteration 23Q: 3 clusters Score -1.754145e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -17541728.000000 Penalty: 3898.485352
	Iteration 24Q: 3 clusters Score -1.754173e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -17542124.000000 Penalty: 3898.485352
	Iteration 25Q: 3 clusters Score -1.754212e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122381 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -17542752.000000 Penalty: 3898.485352
	Iteration 26Q: 3 clusters Score -1.754275e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -17543236.000000 Penalty: 3898.485352
	Iteration 27Q: 3 clusters Score -1.754324e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -17543712.000000 Penalty: 3898.485352
	Iteration 28Q: 3 clusters Score -1.754371e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -17544306.000000 Penalty: 3898.485352
	Iteration 29Q: 3 clusters Score -1.754431e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -17544842.000000 Penalty: 3898.485352
	Iteration 30Q: 3 clusters Score -1.754484e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132486 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -17545454.000000 Penalty: 3898.485352
	Iteration 31Q: 3 clusters Score -1.754545e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -17546186.000000 Penalty: 3898.485352
	Iteration 32Q: 3 clusters Score -1.754619e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136655 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -17546770.000000 Penalty: 3898.485352
	Iteration 33Q: 3 clusters Score -1.754677e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -17547184.000000 Penalty: 3898.485352
	Iteration 34Q: 3 clusters Score -1.754718e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140469 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -17547678.000000 Penalty: 3898.485352
	Iteration 35Q: 3 clusters Score -1.754768e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142183 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -17548044.000000 Penalty: 3898.485352
	Iteration 36Q: 3 clusters Score -1.754804e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -17548362.000000 Penalty: 3898.485352
	Iteration 37Q: 3 clusters Score -1.754836e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145339 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -17548658.000000 Penalty: 3898.485352
	Iteration 38Q: 3 clusters Score -1.754866e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -17548856.000000 Penalty: 3898.485352
	Iteration 39Q: 3 clusters Score -1.754886e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -17548908.000000 Penalty: 3898.485352
	Iteration 40F: 3 clusters Score -1.754891e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -17549022.000000 Penalty: 3898.485352
	Iteration 41Q: 3 clusters Score -1.754902e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -17549132.000000 Penalty: 3898.485352
	Iteration 42Q: 3 clusters Score -1.754913e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -17549250.000000 Penalty: 3898.485352
	Iteration 43Q: 3 clusters Score -1.754925e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151731 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -17549300.000000 Penalty: 3898.485352
	Iteration 44Q: 3 clusters Score -1.75493e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152434 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -17549354.000000 Penalty: 3898.485352
	Iteration 45Q: 3 clusters Score -1.754935e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -17549352.000000 Penalty: 3898.485352
	Iteration 46Q: 3 clusters Score -1.754935e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -17549406.000000 Penalty: 3898.485352
	Iteration 47Q: 3 clusters Score -1.754941e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -17549412.000000 Penalty: 3898.485352
	Iteration 48Q: 3 clusters Score -1.754941e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -17549396.000000 Penalty: 3898.485352
	Iteration 49Q: 3 clusters Score -1.75494e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -17549420.000000 Penalty: 3898.485352
	Iteration 50Q: 3 clusters Score -1.754942e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155413 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -17549472.000000 Penalty: 3898.485352
	Iteration 51Q: 3 clusters Score -1.754947e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155766 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -17549536.000000 Penalty: 3898.485352
	Iteration 52Q: 3 clusters Score -1.754954e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -17549550.000000 Penalty: 3898.485352
	Iteration 53Q: 3 clusters Score -1.754955e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -17549488.000000 Penalty: 3898.485352
	Iteration 54Q: 3 clusters Score -1.754949e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -17549510.000000 Penalty: 3898.485352
	Iteration 55Q: 3 clusters Score -1.754951e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156761 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -17549516.000000 Penalty: 3898.485352
	Iteration 56Q: 3 clusters Score -1.754952e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -17549504.000000 Penalty: 3898.485352
	Iteration 57Q: 3 clusters Score -1.75495e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -17549452.000000 Penalty: 3898.485352
	Iteration 58Q: 3 clusters Score -1.754945e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157292 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -17549442.000000 Penalty: 3898.485352
	Iteration 59Q: 3 clusters Score -1.754944e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -17549436.000000 Penalty: 3898.485352
	Iteration 60F: 3 clusters Score -1.754944e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -17549424.000000 Penalty: 3898.485352
	Iteration 61Q: 3 clusters Score -1.754942e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -17549426.000000 Penalty: 3898.485352
	Iteration 62Q: 3 clusters Score -1.754943e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -17549472.000000 Penalty: 3898.485352
	Iteration 63Q: 3 clusters Score -1.754947e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157828 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -17549448.000000 Penalty: 3898.485352
	Iteration 64Q: 3 clusters Score -1.754945e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157915 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -17549470.000000 Penalty: 3898.485352
	Iteration 65Q: 3 clusters Score -1.754947e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -17549500.000000 Penalty: 3898.485352
	Iteration 66Q: 3 clusters Score -1.75495e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -17549500.000000 Penalty: 3898.485352
	Iteration 67Q: 3 clusters Score -1.75495e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158125 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -17549532.000000 Penalty: 3898.485352
	Iteration 68Q: 3 clusters Score -1.754953e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -17549520.000000 Penalty: 3898.485352
	Iteration 69Q: 3 clusters Score -1.754952e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -17549538.000000 Penalty: 3898.485352
	Iteration 70Q: 3 clusters Score -1.754954e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -17549520.000000 Penalty: 3898.485352
	Iteration 71Q: 3 clusters Score -1.754952e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158344 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -17549516.000000 Penalty: 3898.485352
	Iteration 72Q: 3 clusters Score -1.754952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -17549506.000000 Penalty: 3898.485352
	Iteration 73Q: 3 clusters Score -1.754951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -17549508.000000 Penalty: 3898.485352
	Iteration 74Q: 3 clusters Score -1.754951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -17549502.000000 Penalty: 3898.485352
	Iteration 75Q: 3 clusters Score -1.75495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -17549512.000000 Penalty: 3898.485352
	Iteration 76Q: 3 clusters Score -1.754951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -17549520.000000 Penalty: 3898.485352
	Iteration 77Q: 3 clusters Score -1.754952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158517 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -17549522.000000 Penalty: 3898.485352
	Iteration 78Q: 3 clusters Score -1.754952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158536 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -17549534.000000 Penalty: 3898.485352
	Iteration 79Q: 3 clusters Score -1.754953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -17549524.000000 Penalty: 3898.485352
	Iteration 80F: 3 clusters Score -1.754952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -17549526.000000 Penalty: 3898.485352
	Iteration 81Q: 3 clusters Score -1.754953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -17549518.000000 Penalty: 3898.485352
	Iteration 82Q: 3 clusters Score -1.754952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -17549524.000000 Penalty: 3898.485352
	Iteration 83Q: 3 clusters Score -1.754952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -17549528.000000 Penalty: 3898.485352
	Iteration 84Q: 3 clusters Score -1.754953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -17549512.000000 Penalty: 3898.485352
	Iteration 85Q: 3 clusters Score -1.754951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -17549506.000000 Penalty: 3898.485352
	Iteration 86Q: 3 clusters Score -1.754951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -17549520.000000 Penalty: 3898.485352
	Iteration 87Q: 3 clusters Score -1.754952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -17549540.000000 Penalty: 3898.485352
	Iteration 88Q: 3 clusters Score -1.754954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158616 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -17549530.000000 Penalty: 3898.485352
	Iteration 89Q: 3 clusters Score -1.754953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158618 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -17549530.000000 Penalty: 3898.485352
	Iteration 90Q: 3 clusters Score -1.754953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -17549538.000000 Penalty: 3898.485352
	Iteration 91Q: 3 clusters Score -1.754954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -17549538.000000 Penalty: 3898.485352
	Iteration 92F: 3 clusters Score -1.754954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -398435.312500 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -398435.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -395323.750000 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -395323.8 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -396143.812500 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -396143.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396299.687500 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -396299.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -396460.562500 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -396460.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396600.156250 Penalty: 2668.467041
	Iteration 4F: 3 clusters Score -396600.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396721.187500 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -396721.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -396833.812500 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -396833.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -396943.062500 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -396943.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -397033.781250 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -397033.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -397112.218750 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -397112.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -397183.093750 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -397183.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -397234.750000 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -397234.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -397283.812500 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -397283.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -397334.750000 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -397334.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -397356.781250 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -397356.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -397373.281250 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -397373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -397392.375000 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -397392.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -397413.406250 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -397413.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -397420.156250 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -397420.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -397428.250000 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -397428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -397433.875000 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -397433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -397437.750000 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -397437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -397440.875000 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -397440.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -397445.906250 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -397445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -397452.343750 Penalty: 2668.467041
	Iteration 24Q: 3 clusters Score -397452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -397463.343750 Penalty: 2668.467041
	Iteration 25Q: 3 clusters Score -397463.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -397475.187500 Penalty: 2668.467041
	Iteration 26Q: 3 clusters Score -397475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -397481.468750 Penalty: 2668.467041
	Iteration 27Q: 3 clusters Score -397481.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -397483.875000 Penalty: 2668.467041
	Iteration 28Q: 3 clusters Score -397483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -397486.062500 Penalty: 2668.467041
	Iteration 29Q: 3 clusters Score -397486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -397487.468750 Penalty: 2668.467041
	Iteration 30Q: 3 clusters Score -397487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -397490.281250 Penalty: 2668.467041
	Iteration 31Q: 3 clusters Score -397490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -397494.187500 Penalty: 2668.467041
	Iteration 32Q: 3 clusters Score -397494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -397494.687500 Penalty: 2668.467041
	Iteration 33Q: 3 clusters Score -397494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -397494.468750 Penalty: 2668.467041
	Iteration 34Q: 3 clusters Score -397494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -397494.468750 Penalty: 2668.467041
	Iteration 35F: 3 clusters Score -397494.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Entering Unmasked Estep 
Score: -2390731.250000 Penalty: 1621.807861
	Iteration 0F: 2 clusters Score -2390731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2375982.500000 Penalty: 3243.615723
	Iteration 0F: 3 clusters Score -2375982 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2381447.750000 Penalty: 3243.615723
	Iteration 1F: 3 clusters Score -2381448 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2381964.000000 Penalty: 3243.615723
	Iteration 2F: 3 clusters Score -2381964 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2382646.750000 Penalty: 3243.615723
	Iteration 3F: 3 clusters Score -2382647 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2383651.250000 Penalty: 3243.615723
	Iteration 4F: 3 clusters Score -2383651 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2385052.250000 Penalty: 3243.615723
	Iteration 5F: 3 clusters Score -2385052 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2386631.000000 Penalty: 3243.615723
	Iteration 6F: 3 clusters Score -2386631 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2387978.500000 Penalty: 3243.615723
	Iteration 7F: 3 clusters Score -2387978 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2388788.000000 Penalty: 3243.615723
	Iteration 8Q: 3 clusters Score -2388788 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2389131.000000 Penalty: 3243.615723
	Iteration 9Q: 3 clusters Score -2389131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2389226.750000 Penalty: 3243.615723
	Iteration 10Q: 3 clusters Score -2389227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2389263.500000 Penalty: 3243.615723
	Iteration 11Q: 3 clusters Score -2389264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2389275.750000 Penalty: 3243.615723
	Iteration 12Q: 3 clusters Score -2389276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2389281.000000 Penalty: 3243.615723
	Iteration 13Q: 3 clusters Score -2389281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2389281.000000 Penalty: 3243.615723
	Iteration 14F: 3 clusters Score -2389281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Entering Unmasked Estep 
Score: -4789304.000000 Penalty: 1743.615479
	Iteration 0F: 2 clusters Score -4789304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -4758610.500000 Penalty: 3487.230957
	Iteration 0F: 3 clusters Score -4758610 nChanged 21342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4770668.500000 Penalty: 3487.230957
	Iteration 1F: 3 clusters Score -4770668 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4771380.500000 Penalty: 3487.230957
	Iteration 2Q: 3 clusters Score -4771380 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4772428.500000 Penalty: 3487.230957
	Iteration 3Q: 3 clusters Score -4772428 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4773976.000000 Penalty: 3487.230957
	Iteration 4F: 3 clusters Score -4773976 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -4775843.000000 Penalty: 3487.230957
	Iteration 5F: 3 clusters Score -4775843 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4777880.500000 Penalty: 3487.230957
	Iteration 6F: 3 clusters Score -4777880 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4779638.500000 Penalty: 3487.230957
	Iteration 7F: 3 clusters Score -4779638 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4780779.500000 Penalty: 3487.230957
	Iteration 8F: 3 clusters Score -4780780 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4781420.500000 Penalty: 3487.230957
	Iteration 9Q: 3 clusters Score -4781420 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4781786.500000 Penalty: 3487.230957
	Iteration 10Q: 3 clusters Score -4781786 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4781942.500000 Penalty: 3487.230957
	Iteration 11Q: 3 clusters Score -4781942 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4782009.500000 Penalty: 3487.230957
	Iteration 12Q: 3 clusters Score -4782010 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4782086.000000 Penalty: 3487.230957
	Iteration 13Q: 3 clusters Score -4782086 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4782129.500000 Penalty: 3487.230957
	Iteration 14Q: 3 clusters Score -4782130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4782155.500000 Penalty: 3487.230957
	Iteration 15Q: 3 clusters Score -4782156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4782147.000000 Penalty: 3487.230957
	Iteration 16Q: 3 clusters Score -4782147 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4782156.500000 Penalty: 3487.230957
	Iteration 17Q: 3 clusters Score -4782156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4782156.500000 Penalty: 3487.230957
	Iteration 18Q: 3 clusters Score -4782156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4782190.000000 Penalty: 3487.230957
	Iteration 19Q: 3 clusters Score -4782190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4782191.500000 Penalty: 3487.230957
	Iteration 20F: 3 clusters Score -4782192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4782199.000000 Penalty: 3487.230957
	Iteration 21Q: 3 clusters Score -4782199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4782202.500000 Penalty: 3487.230957
	Iteration 22Q: 3 clusters Score -4782202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4782206.500000 Penalty: 3487.230957
	Iteration 23Q: 3 clusters Score -4782206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4782199.000000 Penalty: 3487.230957
	Iteration 24Q: 3 clusters Score -4782199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4782202.000000 Penalty: 3487.230957
	Iteration 25Q: 3 clusters Score -4782202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4782196.500000 Penalty: 3487.230957
	Iteration 26Q: 3 clusters Score -4782196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4782199.500000 Penalty: 3487.230957
	Iteration 27Q: 3 clusters Score -4782200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4782196.500000 Penalty: 3487.230957
	Iteration 28Q: 3 clusters Score -4782196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4782194.000000 Penalty: 3487.230957
	Iteration 29Q: 3 clusters Score -4782194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4782199.000000 Penalty: 3487.230957
	Iteration 30Q: 3 clusters Score -4782199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4782195.000000 Penalty: 3487.230957
	Iteration 31Q: 3 clusters Score -4782195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4782197.500000 Penalty: 3487.230957
	Iteration 32Q: 3 clusters Score -4782198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4782201.500000 Penalty: 3487.230957
	Iteration 33Q: 3 clusters Score -4782202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4782205.000000 Penalty: 3487.230957
	Iteration 34Q: 3 clusters Score -4782205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4782193.000000 Penalty: 3487.230957
	Iteration 35Q: 3 clusters Score -4782193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4782188.500000 Penalty: 3487.230957
	Iteration 36Q: 3 clusters Score -4782188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4782194.500000 Penalty: 3487.230957
	Iteration 37Q: 3 clusters Score -4782194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4782204.000000 Penalty: 3487.230957
	Iteration 38Q: 3 clusters Score -4782204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4782212.000000 Penalty: 3487.230957
	Iteration 39Q: 3 clusters Score -4782212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4782213.000000 Penalty: 3487.230957
	Iteration 40F: 3 clusters Score -4782213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4782229.500000 Penalty: 3487.230957
	Iteration 41Q: 3 clusters Score -4782230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4782229.000000 Penalty: 3487.230957
	Iteration 42Q: 3 clusters Score -4782229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4782216.500000 Penalty: 3487.230957
	Iteration 43Q: 3 clusters Score -4782216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4782219.500000 Penalty: 3487.230957
	Iteration 44Q: 3 clusters Score -4782220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4782223.500000 Penalty: 3487.230957
	Iteration 45Q: 3 clusters Score -4782224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4782230.500000 Penalty: 3487.230957
	Iteration 46Q: 3 clusters Score -4782230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4782223.500000 Penalty: 3487.230957
	Iteration 47Q: 3 clusters Score -4782224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4782215.000000 Penalty: 3487.230957
	Iteration 48Q: 3 clusters Score -4782215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4782220.500000 Penalty: 3487.230957
	Iteration 49Q: 3 clusters Score -4782220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4782221.500000 Penalty: 3487.230957
	Iteration 50Q: 3 clusters Score -4782222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4782218.500000 Penalty: 3487.230957
	Iteration 51Q: 3 clusters Score -4782218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4782222.500000 Penalty: 3487.230957
	Iteration 52Q: 3 clusters Score -4782222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4782225.500000 Penalty: 3487.230957
	Iteration 53Q: 3 clusters Score -4782226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4782227.500000 Penalty: 3487.230957
	Iteration 54Q: 3 clusters Score -4782228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4782232.000000 Penalty: 3487.230957
	Iteration 55Q: 3 clusters Score -4782232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4782238.500000 Penalty: 3487.230957
	Iteration 56Q: 3 clusters Score -4782238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -4782220.500000 Penalty: 3487.230957
	Iteration 57Q: 3 clusters Score -4782220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4782226.500000 Penalty: 3487.230957
	Iteration 58Q: 3 clusters Score -4782226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4782225.000000 Penalty: 3487.230957
	Iteration 59Q: 3 clusters Score -4782225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4782225.500000 Penalty: 3487.230957
	Iteration 60F: 3 clusters Score -4782226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4782225.500000 Penalty: 3487.230957
	Iteration 61Q: 3 clusters Score -4782226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4782232.000000 Penalty: 3487.230957
	Iteration 62Q: 3 clusters Score -4782232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4782234.000000 Penalty: 3487.230957
	Iteration 63Q: 3 clusters Score -4782234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4782233.000000 Penalty: 3487.230957
	Iteration 64Q: 3 clusters Score -4782233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4782230.500000 Penalty: 3487.230957
	Iteration 65Q: 3 clusters Score -4782230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4782220.500000 Penalty: 3487.230957
	Iteration 66Q: 3 clusters Score -4782220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4782223.500000 Penalty: 3487.230957
	Iteration 67Q: 3 clusters Score -4782224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4782223.000000 Penalty: 3487.230957
	Iteration 68Q: 3 clusters Score -4782223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4782227.500000 Penalty: 3487.230957
	Iteration 69Q: 3 clusters Score -4782228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4782228.500000 Penalty: 3487.230957
	Iteration 70Q: 3 clusters Score -4782228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4782228.500000 Penalty: 3487.230957
	Iteration 71Q: 3 clusters Score -4782228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4782227.500000 Penalty: 3487.230957
	Iteration 72Q: 3 clusters Score -4782228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4782226.500000 Penalty: 3487.230957
	Iteration 73Q: 3 clusters Score -4782226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4782227.500000 Penalty: 3487.230957
	Iteration 74Q: 3 clusters Score -4782228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4782231.500000 Penalty: 3487.230957
	Iteration 75Q: 3 clusters Score -4782232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4782225.000000 Penalty: 3487.230957
	Iteration 76Q: 3 clusters Score -4782225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4782226.000000 Penalty: 3487.230957
	Iteration 77Q: 3 clusters Score -4782226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4782228.000000 Penalty: 3487.230957
	Iteration 78Q: 3 clusters Score -4782228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4782231.500000 Penalty: 3487.230957
	Iteration 79Q: 3 clusters Score -4782232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4782231.000000 Penalty: 3487.230957
	Iteration 80F: 3 clusters Score -4782231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4782232.500000 Penalty: 3487.230957
	Iteration 81Q: 3 clusters Score -4782232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4782239.000000 Penalty: 3487.230957
	Iteration 82Q: 3 clusters Score -4782239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4782232.500000 Penalty: 3487.230957
	Iteration 83Q: 3 clusters Score -4782232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4782244.000000 Penalty: 3487.230957
	Iteration 84Q: 3 clusters Score -4782244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4782242.500000 Penalty: 3487.230957
	Iteration 85Q: 3 clusters Score -4782242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4782245.000000 Penalty: 3487.230957
	Iteration 86Q: 3 clusters Score -4782245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4782245.000000 Penalty: 3487.230957
	Iteration 87Q: 3 clusters Score -4782245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4782247.500000 Penalty: 3487.230957
	Iteration 88Q: 3 clusters Score -4782248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4782248.000000 Penalty: 3487.230957
	Iteration 89Q: 3 clusters Score -4782248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4782253.500000 Penalty: 3487.230957
	Iteration 90Q: 3 clusters Score -4782254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4782246.000000 Penalty: 3487.230957
	Iteration 91Q: 3 clusters Score -4782246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4782256.500000 Penalty: 3487.230957
	Iteration 92Q: 3 clusters Score -4782256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4782251.500000 Penalty: 3487.230957
	Iteration 93Q: 3 clusters Score -4782252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4782245.500000 Penalty: 3487.230957
	Iteration 94Q: 3 clusters Score -4782246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4782243.000000 Penalty: 3487.230957
	Iteration 95Q: 3 clusters Score -4782243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4782245.000000 Penalty: 3487.230957
	Iteration 96Q: 3 clusters Score -4782245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4782233.500000 Penalty: 3487.230957
	Iteration 97Q: 3 clusters Score -4782234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4782220.500000 Penalty: 3487.230957
	Iteration 98Q: 3 clusters Score -4782220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4782229.500000 Penalty: 3487.230957
	Iteration 99Q: 3 clusters Score -4782230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4782241.500000 Penalty: 3487.230957
	Iteration 100F: 3 clusters Score -4782242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4782250.000000 Penalty: 3487.230957
	Iteration 101Q: 3 clusters Score -4782250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4782258.000000 Penalty: 3487.230957
	Iteration 102Q: 3 clusters Score -4782258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4782247.000000 Penalty: 3487.230957
	Iteration 103Q: 3 clusters Score -4782247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4782263.500000 Penalty: 3487.230957
	Iteration 104Q: 3 clusters Score -4782264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4782267.000000 Penalty: 3487.230957
	Iteration 105Q: 3 clusters Score -4782267 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4782261.000000 Penalty: 3487.230957
	Iteration 106Q: 3 clusters Score -4782261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4782264.000000 Penalty: 3487.230957
	Iteration 107Q: 3 clusters Score -4782264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4782255.500000 Penalty: 3487.230957
	Iteration 108Q: 3 clusters Score -4782256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4782275.000000 Penalty: 3487.230957
	Iteration 109Q: 3 clusters Score -4782275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4782276.000000 Penalty: 3487.230957
	Iteration 110Q: 3 clusters Score -4782276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4782278.000000 Penalty: 3487.230957
	Iteration 111Q: 3 clusters Score -4782278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4782272.500000 Penalty: 3487.230957
	Iteration 112Q: 3 clusters Score -4782272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4782292.000000 Penalty: 3487.230957
	Iteration 113Q: 3 clusters Score -4782292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4782305.000000 Penalty: 3487.230957
	Iteration 114Q: 3 clusters Score -4782305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4782306.000000 Penalty: 3487.230957
	Iteration 115Q: 3 clusters Score -4782306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4782309.000000 Penalty: 3487.230957
	Iteration 116Q: 3 clusters Score -4782309 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4782312.500000 Penalty: 3487.230957
	Iteration 117Q: 3 clusters Score -4782312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4782315.500000 Penalty: 3487.230957
	Iteration 118Q: 3 clusters Score -4782316 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4782317.500000 Penalty: 3487.230957
	Iteration 119Q: 3 clusters Score -4782318 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4782342.000000 Penalty: 3487.230957
	Iteration 120F: 3 clusters Score -4782342 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4782357.500000 Penalty: 3487.230957
	Iteration 121Q: 3 clusters Score -4782358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -4782394.000000 Penalty: 3487.230957
	Iteration 122Q: 3 clusters Score -4782394 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4782443.500000 Penalty: 3487.230957
	Iteration 123Q: 3 clusters Score -4782444 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4782461.000000 Penalty: 3487.230957
	Iteration 124Q: 3 clusters Score -4782461 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4782485.000000 Penalty: 3487.230957
	Iteration 125Q: 3 clusters Score -4782485 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4782516.500000 Penalty: 3487.230957
	Iteration 126Q: 3 clusters Score -4782516 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -4782551.500000 Penalty: 3487.230957
	Iteration 127Q: 3 clusters Score -4782552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4782599.000000 Penalty: 3487.230957
	Iteration 128Q: 3 clusters Score -4782599 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4782634.500000 Penalty: 3487.230957
	Iteration 129Q: 3 clusters Score -4782634 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4782682.000000 Penalty: 3487.230957
	Iteration 130Q: 3 clusters Score -4782682 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4782735.000000 Penalty: 3487.230957
	Iteration 131Q: 3 clusters Score -4782735 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4782757.500000 Penalty: 3487.230957
	Iteration 132Q: 3 clusters Score -4782758 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4782821.000000 Penalty: 3487.230957
	Iteration 133Q: 3 clusters Score -4782821 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4782892.500000 Penalty: 3487.230957
	Iteration 134Q: 3 clusters Score -4782892 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4782977.500000 Penalty: 3487.230957
	Iteration 135Q: 3 clusters Score -4782978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4783053.500000 Penalty: 3487.230957
	Iteration 136Q: 3 clusters Score -4783054 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4783160.500000 Penalty: 3487.230957
	Iteration 137Q: 3 clusters Score -4783160 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4783287.000000 Penalty: 3487.230957
	Iteration 138Q: 3 clusters Score -4783287 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4783421.500000 Penalty: 3487.230957
	Iteration 139Q: 3 clusters Score -4783422 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4783575.500000 Penalty: 3487.230957
	Iteration 140F: 3 clusters Score -4783576 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4783737.500000 Penalty: 3487.230957
	Iteration 141Q: 3 clusters Score -4783738 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4783913.500000 Penalty: 3487.230957
	Iteration 142Q: 3 clusters Score -4783914 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4784099.500000 Penalty: 3487.230957
	Iteration 143Q: 3 clusters Score -4784100 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4784328.500000 Penalty: 3487.230957
	Iteration 144Q: 3 clusters Score -4784328 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4784616.000000 Penalty: 3487.230957
	Iteration 145Q: 3 clusters Score -4784616 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4784977.000000 Penalty: 3487.230957
	Iteration 146Q: 3 clusters Score -4784977 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4785423.000000 Penalty: 3487.230957
	Iteration 147Q: 3 clusters Score -4785423 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4785884.500000 Penalty: 3487.230957
	Iteration 148Q: 3 clusters Score -4785884 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4786365.500000 Penalty: 3487.230957
	Iteration 149Q: 3 clusters Score -4786366 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4786820.500000 Penalty: 3487.230957
	Iteration 150Q: 3 clusters Score -4786820 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4787182.500000 Penalty: 3487.230957
	Iteration 151Q: 3 clusters Score -4787182 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4787391.500000 Penalty: 3487.230957
	Iteration 152Q: 3 clusters Score -4787392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4787513.000000 Penalty: 3487.230957
	Iteration 153Q: 3 clusters Score -4787513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4787597.000000 Penalty: 3487.230957
	Iteration 154Q: 3 clusters Score -4787597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4787661.000000 Penalty: 3487.230957
	Iteration 155Q: 3 clusters Score -4787661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4787726.000000 Penalty: 3487.230957
	Iteration 156Q: 3 clusters Score -4787726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4787801.500000 Penalty: 3487.230957
	Iteration 157Q: 3 clusters Score -4787802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4787910.000000 Penalty: 3487.230957
	Iteration 158Q: 3 clusters Score -4787910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4788034.000000 Penalty: 3487.230957
	Iteration 159Q: 3 clusters Score -4788034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4788257.000000 Penalty: 3487.230957
	Iteration 160F: 3 clusters Score -4788257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4788581.000000 Penalty: 3487.230957
	Iteration 161Q: 3 clusters Score -4788581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4788658.000000 Penalty: 3487.230957
	Iteration 162Q: 3 clusters Score -4788658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4788680.000000 Penalty: 3487.230957
	Iteration 163Q: 3 clusters Score -4788680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4788705.000000 Penalty: 3487.230957
	Iteration 164Q: 3 clusters Score -4788705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4788712.500000 Penalty: 3487.230957
	Iteration 165Q: 3 clusters Score -4788712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4788721.000000 Penalty: 3487.230957
	Iteration 166Q: 3 clusters Score -4788721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4788726.000000 Penalty: 3487.230957
	Iteration 167Q: 3 clusters Score -4788726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4788733.500000 Penalty: 3487.230957
	Iteration 168Q: 3 clusters Score -4788734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4788733.500000 Penalty: 3487.230957
	Iteration 169Q: 3 clusters Score -4788734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4788732.500000 Penalty: 3487.230957
	Iteration 170Q: 3 clusters Score -4788732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4788729.500000 Penalty: 3487.230957
	Iteration 171Q: 3 clusters Score -4788730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4788730.000000 Penalty: 3487.230957
	Iteration 172Q: 3 clusters Score -4788730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4788745.000000 Penalty: 3487.230957
	Iteration 173Q: 3 clusters Score -4788745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4788740.000000 Penalty: 3487.230957
	Iteration 174Q: 3 clusters Score -4788740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4788742.000000 Penalty: 3487.230957
	Iteration 175Q: 3 clusters Score -4788742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4788741.000000 Penalty: 3487.230957
	Iteration 176Q: 3 clusters Score -4788741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4788741.500000 Penalty: 3487.230957
	Iteration 177Q: 3 clusters Score -4788742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4788741.500000 Penalty: 3487.230957
	Iteration 178F: 3 clusters Score -4788742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -261596.203125 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -261596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -259221.296875 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -259221.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -259706.968750 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -259707 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -259803.234375 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -259803.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259856.984375 Penalty: 2542.294678
	Iteration 3Q: 3 clusters Score -259857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -259886.734375 Penalty: 2542.294678
	Iteration 4Q: 3 clusters Score -259886.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -259905.421875 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -259905.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -259919.921875 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -259919.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -259930.468750 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -259930.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -259938.421875 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -259938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -259947.921875 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -259947.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -259958.406250 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -259958.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -259966.984375 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -259967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -259980.203125 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -259980.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -259997.421875 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -259997.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -260008.093750 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -260008.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -260017.843750 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -260017.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -260029.781250 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -260029.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -260038.781250 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -260038.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -260047.343750 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -260047.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -260052.593750 Penalty: 2542.294678
	Iteration 19Q: 3 clusters Score -260052.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -260057.046875 Penalty: 2542.294678
	Iteration 20F: 3 clusters Score -260057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -260060.046875 Penalty: 2542.294678
	Iteration 21Q: 3 clusters Score -260060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -260064.500000 Penalty: 2542.294678
	Iteration 22Q: 3 clusters Score -260064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -260067.218750 Penalty: 2542.294678
	Iteration 23Q: 3 clusters Score -260067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -260068.703125 Penalty: 2542.294678
	Iteration 24Q: 3 clusters Score -260068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -260070.140625 Penalty: 2542.294678
	Iteration 25Q: 3 clusters Score -260070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -260071.328125 Penalty: 2542.294678
	Iteration 26Q: 3 clusters Score -260071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -260072.906250 Penalty: 2542.294678
	Iteration 27Q: 3 clusters Score -260072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -260074.781250 Penalty: 2542.294678
	Iteration 28Q: 3 clusters Score -260074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -260076.406250 Penalty: 2542.294678
	Iteration 29Q: 3 clusters Score -260076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -260077.343750 Penalty: 2542.294678
	Iteration 30Q: 3 clusters Score -260077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -260078.187500 Penalty: 2542.294678
	Iteration 31Q: 3 clusters Score -260078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -260079.843750 Penalty: 2542.294678
	Iteration 32Q: 3 clusters Score -260079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -260081.718750 Penalty: 2542.294678
	Iteration 33Q: 3 clusters Score -260081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -260082.984375 Penalty: 2542.294678
	Iteration 34Q: 3 clusters Score -260083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -260086.531250 Penalty: 2542.294678
	Iteration 35Q: 3 clusters Score -260086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -260089.656250 Penalty: 2542.294678
	Iteration 36Q: 3 clusters Score -260089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -260093.093750 Penalty: 2542.294678
	Iteration 37Q: 3 clusters Score -260093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -260098.937500 Penalty: 2542.294678
	Iteration 38Q: 3 clusters Score -260098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -260103.234375 Penalty: 2542.294678
	Iteration 39Q: 3 clusters Score -260103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -260110.328125 Penalty: 2542.294678
	Iteration 40F: 3 clusters Score -260110.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -260117.000000 Penalty: 2542.294678
	Iteration 41Q: 3 clusters Score -260117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -260123.578125 Penalty: 2542.294678
	Iteration 42Q: 3 clusters Score -260123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -260127.250000 Penalty: 2542.294678
	Iteration 43Q: 3 clusters Score -260127.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -260129.750000 Penalty: 2542.294678
	Iteration 44Q: 3 clusters Score -260129.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -260134.953125 Penalty: 2542.294678
	Iteration 45Q: 3 clusters Score -260135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -260137.828125 Penalty: 2542.294678
	Iteration 46Q: 3 clusters Score -260137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -260140.421875 Penalty: 2542.294678
	Iteration 47Q: 3 clusters Score -260140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -260145.546875 Penalty: 2542.294678
	Iteration 48Q: 3 clusters Score -260145.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -260152.593750 Penalty: 2542.294678
	Iteration 49Q: 3 clusters Score -260152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -260158.109375 Penalty: 2542.294678
	Iteration 50Q: 3 clusters Score -260158.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -260163.718750 Penalty: 2542.294678
	Iteration 51Q: 3 clusters Score -260163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -260169.156250 Penalty: 2542.294678
	Iteration 52Q: 3 clusters Score -260169.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -260177.609375 Penalty: 2542.294678
	Iteration 53Q: 3 clusters Score -260177.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -260187.156250 Penalty: 2542.294678
	Iteration 54Q: 3 clusters Score -260187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -260201.687500 Penalty: 2542.294678
	Iteration 55Q: 3 clusters Score -260201.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -260214.484375 Penalty: 2542.294678
	Iteration 56Q: 3 clusters Score -260214.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -260225.796875 Penalty: 2542.294678
	Iteration 57Q: 3 clusters Score -260225.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -260244.578125 Penalty: 2542.294678
	Iteration 58Q: 3 clusters Score -260244.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -260258.281250 Penalty: 2542.294678
	Iteration 59Q: 3 clusters Score -260258.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -260266.812500 Penalty: 2542.294678
	Iteration 60F: 3 clusters Score -260266.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -260275.234375 Penalty: 2542.294678
	Iteration 61Q: 3 clusters Score -260275.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -260283.906250 Penalty: 2542.294678
	Iteration 62Q: 3 clusters Score -260283.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -260296.546875 Penalty: 2542.294678
	Iteration 63Q: 3 clusters Score -260296.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -260307.734375 Penalty: 2542.294678
	Iteration 64Q: 3 clusters Score -260307.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -260324.890625 Penalty: 2542.294678
	Iteration 65Q: 3 clusters Score -260324.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -260350.343750 Penalty: 2542.294678
	Iteration 66Q: 3 clusters Score -260350.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -260372.468750 Penalty: 2542.294678
	Iteration 67Q: 3 clusters Score -260372.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -260387.265625 Penalty: 2542.294678
	Iteration 68Q: 3 clusters Score -260387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -260398.937500 Penalty: 2542.294678
	Iteration 69Q: 3 clusters Score -260398.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -260414.765625 Penalty: 2542.294678
	Iteration 70Q: 3 clusters Score -260414.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -260429.437500 Penalty: 2542.294678
	Iteration 71Q: 3 clusters Score -260429.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -260446.125000 Penalty: 2542.294678
	Iteration 72Q: 3 clusters Score -260446.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -260455.953125 Penalty: 2542.294678
	Iteration 73Q: 3 clusters Score -260456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -260468.609375 Penalty: 2542.294678
	Iteration 74Q: 3 clusters Score -260468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -260473.078125 Penalty: 2542.294678
	Iteration 75Q: 3 clusters Score -260473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -260481.015625 Penalty: 2542.294678
	Iteration 76Q: 3 clusters Score -260481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -260492.109375 Penalty: 2542.294678
	Iteration 77Q: 3 clusters Score -260492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -260501.609375 Penalty: 2542.294678
	Iteration 78Q: 3 clusters Score -260501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -260511.625000 Penalty: 2542.294678
	Iteration 79Q: 3 clusters Score -260511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -260521.390625 Penalty: 2542.294678
	Iteration 80F: 3 clusters Score -260521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -260526.265625 Penalty: 2542.294678
	Iteration 81Q: 3 clusters Score -260526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -260528.203125 Penalty: 2542.294678
	Iteration 82Q: 3 clusters Score -260528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -260531.906250 Penalty: 2542.294678
	Iteration 83Q: 3 clusters Score -260531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -260534.328125 Penalty: 2542.294678
	Iteration 84Q: 3 clusters Score -260534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -260536.390625 Penalty: 2542.294678
	Iteration 85Q: 3 clusters Score -260536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -260540.156250 Penalty: 2542.294678
	Iteration 86Q: 3 clusters Score -260540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -260543.718750 Penalty: 2542.294678
	Iteration 87Q: 3 clusters Score -260543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -260547.031250 Penalty: 2542.294678
	Iteration 88Q: 3 clusters Score -260547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -260553.546875 Penalty: 2542.294678
	Iteration 89Q: 3 clusters Score -260553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -260556.921875 Penalty: 2542.294678
	Iteration 90Q: 3 clusters Score -260556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -260559.765625 Penalty: 2542.294678
	Iteration 91Q: 3 clusters Score -260559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -260561.125000 Penalty: 2542.294678
	Iteration 92Q: 3 clusters Score -260561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -260563.484375 Penalty: 2542.294678
	Iteration 93Q: 3 clusters Score -260563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -260564.328125 Penalty: 2542.294678
	Iteration 94Q: 3 clusters Score -260564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -260564.328125 Penalty: 2542.294678
	Iteration 95F: 3 clusters Score -260564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Entering Unmasked Estep 
Score: -8352091.500000 Penalty: 1826.305786
	Iteration 0F: 2 clusters Score -8352092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -8301379.000000 Penalty: 3652.611572
	Iteration 0F: 3 clusters Score -8301379 nChanged 36067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8322007.000000 Penalty: 3652.611572
	Iteration 1F: 3 clusters Score -8322007 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -8322724.500000 Penalty: 3652.611572
	Iteration 2Q: 3 clusters Score -8322724 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -8323827.500000 Penalty: 3652.611572
	Iteration 3Q: 3 clusters Score -8323828 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -8325638.500000 Penalty: 3652.611572
	Iteration 4F: 3 clusters Score -8325638 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -8328868.000000 Penalty: 3652.611572
	Iteration 5F: 3 clusters Score -8328868 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -8333963.000000 Penalty: 3652.611572
	Iteration 6F: 3 clusters Score -8333963 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -8340364.000000 Penalty: 3652.611572
	Iteration 7F: 3 clusters Score -8340364 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8345743.000000 Penalty: 3652.611572
	Iteration 8F: 3 clusters Score -8345743 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8348645.500000 Penalty: 3652.611572
	Iteration 9Q: 3 clusters Score -8348646 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8349810.500000 Penalty: 3652.611572
	Iteration 10Q: 3 clusters Score -8349810 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8350333.500000 Penalty: 3652.611572
	Iteration 11Q: 3 clusters Score -8350334 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8350553.000000 Penalty: 3652.611572
	Iteration 12Q: 3 clusters Score -8350553 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8350659.500000 Penalty: 3652.611572
	Iteration 13Q: 3 clusters Score -8350660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8350728.500000 Penalty: 3652.611572
	Iteration 14Q: 3 clusters Score -8350728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8350777.500000 Penalty: 3652.611572
	Iteration 15Q: 3 clusters Score -8350778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8350806.500000 Penalty: 3652.611572
	Iteration 16Q: 3 clusters Score -8350806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8350835.500000 Penalty: 3652.611572
	Iteration 17Q: 3 clusters Score -8350836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8350856.500000 Penalty: 3652.611572
	Iteration 18Q: 3 clusters Score -8350856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8350860.000000 Penalty: 3652.611572
	Iteration 19Q: 3 clusters Score -8350860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8350883.000000 Penalty: 3652.611572
	Iteration 20F: 3 clusters Score -8350883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8350885.500000 Penalty: 3652.611572
	Iteration 21Q: 3 clusters Score -8350886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8350900.000000 Penalty: 3652.611572
	Iteration 22Q: 3 clusters Score -8350900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8350914.500000 Penalty: 3652.611572
	Iteration 23Q: 3 clusters Score -8350914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8350915.500000 Penalty: 3652.611572
	Iteration 24Q: 3 clusters Score -8350916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8350922.000000 Penalty: 3652.611572
	Iteration 25Q: 3 clusters Score -8350922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8350926.500000 Penalty: 3652.611572
	Iteration 26Q: 3 clusters Score -8350926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8350924.000000 Penalty: 3652.611572
	Iteration 27Q: 3 clusters Score -8350924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8350926.500000 Penalty: 3652.611572
	Iteration 28Q: 3 clusters Score -8350926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8350930.000000 Penalty: 3652.611572
	Iteration 29Q: 3 clusters Score -8350930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8350925.500000 Penalty: 3652.611572
	Iteration 30Q: 3 clusters Score -8350926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8350925.500000 Penalty: 3652.611572
	Iteration 31F: 3 clusters Score -8350926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -281507.250000 Penalty: 1289.183716
	Iteration 0F: 2 clusters Score -281507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -278911.625000 Penalty: 2578.367432
	Iteration 0F: 3 clusters Score -278911.6 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -279526.218750 Penalty: 2578.367432
	Iteration 1F: 3 clusters Score -279526.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -279662.125000 Penalty: 2578.367432
	Iteration 2F: 3 clusters Score -279662.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -279769.687500 Penalty: 2578.367432
	Iteration 3F: 3 clusters Score -279769.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279870.281250 Penalty: 2578.367432
	Iteration 4Q: 3 clusters Score -279870.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -280003.656250 Penalty: 2578.367432
	Iteration 5Q: 3 clusters Score -280003.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -280205.031250 Penalty: 2578.367432
	Iteration 6F: 3 clusters Score -280205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -280426.156250 Penalty: 2578.367432
	Iteration 7F: 3 clusters Score -280426.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280618.468750 Penalty: 2578.367432
	Iteration 8F: 3 clusters Score -280618.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -280762.906250 Penalty: 2578.367432
	Iteration 9F: 3 clusters Score -280762.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280892.156250 Penalty: 2578.367432
	Iteration 10Q: 3 clusters Score -280892.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -281006.906250 Penalty: 2578.367432
	Iteration 11Q: 3 clusters Score -281006.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -281102.343750 Penalty: 2578.367432
	Iteration 12Q: 3 clusters Score -281102.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281143.437500 Penalty: 2578.367432
	Iteration 13Q: 3 clusters Score -281143.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -281161.843750 Penalty: 2578.367432
	Iteration 14Q: 3 clusters Score -281161.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -281169.656250 Penalty: 2578.367432
	Iteration 15Q: 3 clusters Score -281169.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -281175.531250 Penalty: 2578.367432
	Iteration 16Q: 3 clusters Score -281175.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -281185.156250 Penalty: 2578.367432
	Iteration 17Q: 3 clusters Score -281185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -281192.281250 Penalty: 2578.367432
	Iteration 18Q: 3 clusters Score -281192.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -281195.250000 Penalty: 2578.367432
	Iteration 19Q: 3 clusters Score -281195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -281198.812500 Penalty: 2578.367432
	Iteration 20F: 3 clusters Score -281198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -281199.156250 Penalty: 2578.367432
	Iteration 21Q: 3 clusters Score -281199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -281199.375000 Penalty: 2578.367432
	Iteration 22Q: 3 clusters Score -281199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -281199.375000 Penalty: 2578.367432
	Iteration 23F: 3 clusters Score -281199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -164766.609375 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -164766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -163001.687500 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -163001.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163371.203125 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -163371.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163468.265625 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -163468.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163512.437500 Penalty: 2378.525391
	Iteration 3Q: 3 clusters Score -163512.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163532.531250 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -163532.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163553.484375 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -163553.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163576.421875 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -163576.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163592.218750 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -163592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163599.109375 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -163599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163608.453125 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -163608.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163616.500000 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -163616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163621.125000 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -163621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163623.984375 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -163624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163627.078125 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -163627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163629.031250 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -163629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163629.765625 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -163629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163631.484375 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -163631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -163632.406250 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -163632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163633.812500 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -163633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163635.500000 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -163635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163636.875000 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -163636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163637.421875 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -163637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163637.421875 Penalty: 2378.525391
	Iteration 22F: 3 clusters Score -163637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -572828.375000 Penalty: 1390.104492
	Iteration 0F: 2 clusters Score -572828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -568727.187500 Penalty: 2780.208984
	Iteration 0F: 3 clusters Score -568727.2 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -569904.125000 Penalty: 2780.208984
	Iteration 1F: 3 clusters Score -569904.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -570075.500000 Penalty: 2780.208984
	Iteration 2F: 3 clusters Score -570075.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -570197.875000 Penalty: 2780.208984
	Iteration 3Q: 3 clusters Score -570197.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -570288.312500 Penalty: 2780.208984
	Iteration 4Q: 3 clusters Score -570288.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -570373.125000 Penalty: 2780.208984
	Iteration 5Q: 3 clusters Score -570373.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -570453.250000 Penalty: 2780.208984
	Iteration 6Q: 3 clusters Score -570453.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -570543.437500 Penalty: 2780.208984
	Iteration 7Q: 3 clusters Score -570543.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -570649.125000 Penalty: 2780.208984
	Iteration 8Q: 3 clusters Score -570649.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -570749.625000 Penalty: 2780.208984
	Iteration 9Q: 3 clusters Score -570749.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -570869.000000 Penalty: 2780.208984
	Iteration 10Q: 3 clusters Score -570869 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -571002.062500 Penalty: 2780.208984
	Iteration 11Q: 3 clusters Score -571002.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -571110.125000 Penalty: 2780.208984
	Iteration 12Q: 3 clusters Score -571110.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -571227.812500 Penalty: 2780.208984
	Iteration 13Q: 3 clusters Score -571227.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -571334.187500 Penalty: 2780.208984
	Iteration 14Q: 3 clusters Score -571334.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -571415.562500 Penalty: 2780.208984
	Iteration 15Q: 3 clusters Score -571415.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -571469.375000 Penalty: 2780.208984
	Iteration 16Q: 3 clusters Score -571469.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -571510.125000 Penalty: 2780.208984
	Iteration 17Q: 3 clusters Score -571510.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -571542.875000 Penalty: 2780.208984
	Iteration 18Q: 3 clusters Score -571542.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -571563.187500 Penalty: 2780.208984
	Iteration 19Q: 3 clusters Score -571563.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -571577.250000 Penalty: 2780.208984
	Iteration 20F: 3 clusters Score -571577.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -571589.250000 Penalty: 2780.208984
	Iteration 21Q: 3 clusters Score -571589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -571596.812500 Penalty: 2780.208984
	Iteration 22Q: 3 clusters Score -571596.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -571601.000000 Penalty: 2780.208984
	Iteration 23Q: 3 clusters Score -571601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -571605.000000 Penalty: 2780.208984
	Iteration 24Q: 3 clusters Score -571605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -571606.437500 Penalty: 2780.208984
	Iteration 25Q: 3 clusters Score -571606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -571611.125000 Penalty: 2780.208984
	Iteration 26Q: 3 clusters Score -571611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -571614.625000 Penalty: 2780.208984
	Iteration 27Q: 3 clusters Score -571614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -571615.750000 Penalty: 2780.208984
	Iteration 28Q: 3 clusters Score -571615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -571616.625000 Penalty: 2780.208984
	Iteration 29Q: 3 clusters Score -571616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -571616.625000 Penalty: 2780.208984
	Iteration 30F: 3 clusters Score -571616.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -760263.125000 Penalty: 1435.674316
	Iteration 0F: 2 clusters Score -760263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -755157.687500 Penalty: 2871.348633
	Iteration 0F: 3 clusters Score -755157.7 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -756802.937500 Penalty: 2871.348633
	Iteration 1F: 3 clusters Score -756802.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -757452.312500 Penalty: 2871.348633
	Iteration 2F: 3 clusters Score -757452.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -758113.437500 Penalty: 2871.348633
	Iteration 3F: 3 clusters Score -758113.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -758682.812500 Penalty: 2871.348633
	Iteration 4F: 3 clusters Score -758682.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -759151.000000 Penalty: 2871.348633
	Iteration 5F: 3 clusters Score -759151 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -759520.375000 Penalty: 2871.348633
	Iteration 6F: 3 clusters Score -759520.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -759742.312500 Penalty: 2871.348633
	Iteration 7Q: 3 clusters Score -759742.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -759853.937500 Penalty: 2871.348633
	Iteration 8Q: 3 clusters Score -759853.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -759949.437500 Penalty: 2871.348633
	Iteration 9Q: 3 clusters Score -759949.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -760035.875000 Penalty: 2871.348633
	Iteration 10Q: 3 clusters Score -760035.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -760081.125000 Penalty: 2871.348633
	Iteration 11Q: 3 clusters Score -760081.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -760115.187500 Penalty: 2871.348633
	Iteration 12Q: 3 clusters Score -760115.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -760134.250000 Penalty: 2871.348633
	Iteration 13Q: 3 clusters Score -760134.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -760149.187500 Penalty: 2871.348633
	Iteration 14Q: 3 clusters Score -760149.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -760165.500000 Penalty: 2871.348633
	Iteration 15Q: 3 clusters Score -760165.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -760183.125000 Penalty: 2871.348633
	Iteration 16Q: 3 clusters Score -760183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -760193.187500 Penalty: 2871.348633
	Iteration 17Q: 3 clusters Score -760193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -760210.875000 Penalty: 2871.348633
	Iteration 18Q: 3 clusters Score -760210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -760225.375000 Penalty: 2871.348633
	Iteration 19Q: 3 clusters Score -760225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -760231.000000 Penalty: 2871.348633
	Iteration 20F: 3 clusters Score -760231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -760238.937500 Penalty: 2871.348633
	Iteration 21Q: 3 clusters Score -760238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -760243.875000 Penalty: 2871.348633
	Iteration 22Q: 3 clusters Score -760243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -760246.500000 Penalty: 2871.348633
	Iteration 23Q: 3 clusters Score -760246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -760247.250000 Penalty: 2871.348633
	Iteration 24Q: 3 clusters Score -760247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -760246.500000 Penalty: 2871.348633
	Iteration 25Q: 3 clusters Score -760246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -760246.500000 Penalty: 2871.348633
	Iteration 26F: 3 clusters Score -760246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Entering Unmasked Estep 
Score: -3781734.500000 Penalty: 1696.995117
	Iteration 0F: 2 clusters Score -3781734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3758800.000000 Penalty: 3393.990234
	Iteration 0F: 3 clusters Score -3758800 nChanged 15824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3767568.500000 Penalty: 3393.990234
	Iteration 1F: 3 clusters Score -3767568 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3768010.750000 Penalty: 3393.990234
	Iteration 2Q: 3 clusters Score -3768011 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3768432.250000 Penalty: 3393.990234
	Iteration 3Q: 3 clusters Score -3768432 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3768903.250000 Penalty: 3393.990234
	Iteration 4Q: 3 clusters Score -3768903 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3769442.750000 Penalty: 3393.990234
	Iteration 5Q: 3 clusters Score -3769443 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3770185.750000 Penalty: 3393.990234
	Iteration 6Q: 3 clusters Score -3770186 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3771390.750000 Penalty: 3393.990234
	Iteration 7F: 3 clusters Score -3771391 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3773207.750000 Penalty: 3393.990234
	Iteration 8F: 3 clusters Score -3773208 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3775408.000000 Penalty: 3393.990234
	Iteration 9F: 3 clusters Score -3775408 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3777189.750000 Penalty: 3393.990234
	Iteration 10F: 3 clusters Score -3777190 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3778272.000000 Penalty: 3393.990234
	Iteration 11Q: 3 clusters Score -3778272 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3778801.000000 Penalty: 3393.990234
	Iteration 12Q: 3 clusters Score -3778801 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3779093.000000 Penalty: 3393.990234
	Iteration 13Q: 3 clusters Score -3779093 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3779318.500000 Penalty: 3393.990234
	Iteration 14Q: 3 clusters Score -3779318 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3779464.000000 Penalty: 3393.990234
	Iteration 15Q: 3 clusters Score -3779464 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3779602.000000 Penalty: 3393.990234
	Iteration 16Q: 3 clusters Score -3779602 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3779702.000000 Penalty: 3393.990234
	Iteration 17Q: 3 clusters Score -3779702 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3779769.000000 Penalty: 3393.990234
	Iteration 18Q: 3 clusters Score -3779769 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3779821.000000 Penalty: 3393.990234
	Iteration 19Q: 3 clusters Score -3779821 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3779863.750000 Penalty: 3393.990234
	Iteration 20F: 3 clusters Score -3779864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3779902.000000 Penalty: 3393.990234
	Iteration 21Q: 3 clusters Score -3779902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3779942.750000 Penalty: 3393.990234
	Iteration 22Q: 3 clusters Score -3779943 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3779962.500000 Penalty: 3393.990234
	Iteration 23Q: 3 clusters Score -3779962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -3779991.250000 Penalty: 3393.990234
	Iteration 24Q: 3 clusters Score -3779991 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3780004.750000 Penalty: 3393.990234
	Iteration 25Q: 3 clusters Score -3780005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -3780029.500000 Penalty: 3393.990234
	Iteration 26Q: 3 clusters Score -3780030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3780061.250000 Penalty: 3393.990234
	Iteration 27Q: 3 clusters Score -3780061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3780096.500000 Penalty: 3393.990234
	Iteration 28Q: 3 clusters Score -3780096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3780121.250000 Penalty: 3393.990234
	Iteration 29Q: 3 clusters Score -3780121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3780130.250000 Penalty: 3393.990234
	Iteration 30Q: 3 clusters Score -3780130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3780134.250000 Penalty: 3393.990234
	Iteration 31Q: 3 clusters Score -3780134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3780142.500000 Penalty: 3393.990234
	Iteration 32Q: 3 clusters Score -3780142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3780151.500000 Penalty: 3393.990234
	Iteration 33Q: 3 clusters Score -3780152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3780154.000000 Penalty: 3393.990234
	Iteration 34Q: 3 clusters Score -3780154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3780158.750000 Penalty: 3393.990234
	Iteration 35Q: 3 clusters Score -3780159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3780164.750000 Penalty: 3393.990234
	Iteration 36Q: 3 clusters Score -3780165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -3780179.500000 Penalty: 3393.990234
	Iteration 37Q: 3 clusters Score -3780180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3780187.500000 Penalty: 3393.990234
	Iteration 38Q: 3 clusters Score -3780188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3780194.500000 Penalty: 3393.990234
	Iteration 39Q: 3 clusters Score -3780194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3780196.000000 Penalty: 3393.990234
	Iteration 40F: 3 clusters Score -3780196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -3780201.000000 Penalty: 3393.990234
	Iteration 41Q: 3 clusters Score -3780201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3780202.000000 Penalty: 3393.990234
	Iteration 42Q: 3 clusters Score -3780202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -3780197.500000 Penalty: 3393.990234
	Iteration 43Q: 3 clusters Score -3780198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3780209.500000 Penalty: 3393.990234
	Iteration 44Q: 3 clusters Score -3780210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3780210.750000 Penalty: 3393.990234
	Iteration 45Q: 3 clusters Score -3780211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3780212.000000 Penalty: 3393.990234
	Iteration 46Q: 3 clusters Score -3780212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3780216.500000 Penalty: 3393.990234
	Iteration 47Q: 3 clusters Score -3780216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -3780218.250000 Penalty: 3393.990234
	Iteration 48Q: 3 clusters Score -3780218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3780220.500000 Penalty: 3393.990234
	Iteration 49Q: 3 clusters Score -3780220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -3780226.250000 Penalty: 3393.990234
	Iteration 50Q: 3 clusters Score -3780226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3780224.500000 Penalty: 3393.990234
	Iteration 51Q: 3 clusters Score -3780224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3780227.750000 Penalty: 3393.990234
	Iteration 52Q: 3 clusters Score -3780228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -3780237.000000 Penalty: 3393.990234
	Iteration 53Q: 3 clusters Score -3780237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3780237.750000 Penalty: 3393.990234
	Iteration 54Q: 3 clusters Score -3780238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3780245.750000 Penalty: 3393.990234
	Iteration 55Q: 3 clusters Score -3780246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3780247.500000 Penalty: 3393.990234
	Iteration 56Q: 3 clusters Score -3780248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3780258.500000 Penalty: 3393.990234
	Iteration 57Q: 3 clusters Score -3780258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3780258.250000 Penalty: 3393.990234
	Iteration 58Q: 3 clusters Score -3780258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -3780258.750000 Penalty: 3393.990234
	Iteration 59Q: 3 clusters Score -3780259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3780267.250000 Penalty: 3393.990234
	Iteration 60F: 3 clusters Score -3780267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3780269.250000 Penalty: 3393.990234
	Iteration 61Q: 3 clusters Score -3780269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -3780272.250000 Penalty: 3393.990234
	Iteration 62Q: 3 clusters Score -3780272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3780274.500000 Penalty: 3393.990234
	Iteration 63Q: 3 clusters Score -3780274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3780273.250000 Penalty: 3393.990234
	Iteration 64Q: 3 clusters Score -3780273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3780274.000000 Penalty: 3393.990234
	Iteration 65Q: 3 clusters Score -3780274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3780277.500000 Penalty: 3393.990234
	Iteration 66Q: 3 clusters Score -3780278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -3780276.750000 Penalty: 3393.990234
	Iteration 67Q: 3 clusters Score -3780277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -3780279.000000 Penalty: 3393.990234
	Iteration 68Q: 3 clusters Score -3780279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3780283.500000 Penalty: 3393.990234
	Iteration 69Q: 3 clusters Score -3780284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3780288.500000 Penalty: 3393.990234
	Iteration 70Q: 3 clusters Score -3780288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3780289.000000 Penalty: 3393.990234
	Iteration 71Q: 3 clusters Score -3780289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3780288.750000 Penalty: 3393.990234
	Iteration 72Q: 3 clusters Score -3780289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -3780290.250000 Penalty: 3393.990234
	Iteration 73Q: 3 clusters Score -3780290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -3780292.000000 Penalty: 3393.990234
	Iteration 74Q: 3 clusters Score -3780292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3780298.000000 Penalty: 3393.990234
	Iteration 75Q: 3 clusters Score -3780298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3780294.500000 Penalty: 3393.990234
	Iteration 76Q: 3 clusters Score -3780294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -3780299.000000 Penalty: 3393.990234
	Iteration 77Q: 3 clusters Score -3780299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -3780297.250000 Penalty: 3393.990234
	Iteration 78Q: 3 clusters Score -3780297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3780301.250000 Penalty: 3393.990234
	Iteration 79Q: 3 clusters Score -3780301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3780297.750000 Penalty: 3393.990234
	Iteration 80F: 3 clusters Score -3780298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3780299.500000 Penalty: 3393.990234
	Iteration 81Q: 3 clusters Score -3780300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3780300.250000 Penalty: 3393.990234
	Iteration 82Q: 3 clusters Score -3780300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3780300.750000 Penalty: 3393.990234
	Iteration 83Q: 3 clusters Score -3780301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -3780297.000000 Penalty: 3393.990234
	Iteration 84Q: 3 clusters Score -3780297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3780302.750000 Penalty: 3393.990234
	Iteration 85Q: 3 clusters Score -3780303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3780301.000000 Penalty: 3393.990234
	Iteration 86Q: 3 clusters Score -3780301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -3780304.000000 Penalty: 3393.990234
	Iteration 87Q: 3 clusters Score -3780304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -3780303.500000 Penalty: 3393.990234
	Iteration 88Q: 3 clusters Score -3780304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3780304.750000 Penalty: 3393.990234
	Iteration 89Q: 3 clusters Score -3780305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3780303.750000 Penalty: 3393.990234
	Iteration 90Q: 3 clusters Score -3780304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3780296.250000 Penalty: 3393.990234
	Iteration 91Q: 3 clusters Score -3780296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3780298.750000 Penalty: 3393.990234
	Iteration 92Q: 3 clusters Score -3780299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3780300.500000 Penalty: 3393.990234
	Iteration 93Q: 3 clusters Score -3780300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3780300.500000 Penalty: 3393.990234
	Iteration 94F: 3 clusters Score -3780300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -36048.406250 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -36048.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35114.253906 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -35114.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35273.828125 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -35273.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35318.707031 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -35318.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35350.605469 Penalty: 1954.457520
	Iteration 3Q: 3 clusters Score -35350.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35362.812500 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -35362.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35378.949219 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -35378.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35383.421875 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -35383.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35384.664062 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -35384.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35386.378906 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -35386.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35388.363281 Penalty: 1954.457520
	Iteration 9Q: 3 clusters Score -35388.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35392.820312 Penalty: 1954.457520
	Iteration 10Q: 3 clusters Score -35392.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35392.820312 Penalty: 1954.457520
	Iteration 11F: 3 clusters Score -35392.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Entering Unmasked Estep 
Score: -3526646.750000 Penalty: 1685.814087
	Iteration 0F: 2 clusters Score -3526647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3505115.750000 Penalty: 3371.628174
	Iteration 0F: 3 clusters Score -3505116 nChanged 14754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3513317.500000 Penalty: 3371.628174
	Iteration 1F: 3 clusters Score -3513318 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3513768.500000 Penalty: 3371.628174
	Iteration 2Q: 3 clusters Score -3513768 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3514274.250000 Penalty: 3371.628174
	Iteration 3Q: 3 clusters Score -3514274 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3514833.750000 Penalty: 3371.628174
	Iteration 4Q: 3 clusters Score -3514834 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3515598.750000 Penalty: 3371.628174
	Iteration 5Q: 3 clusters Score -3515599 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3516799.500000 Penalty: 3371.628174
	Iteration 6F: 3 clusters Score -3516800 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3518494.750000 Penalty: 3371.628174
	Iteration 7F: 3 clusters Score -3518495 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3520640.750000 Penalty: 3371.628174
	Iteration 8F: 3 clusters Score -3520641 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3522703.500000 Penalty: 3371.628174
	Iteration 9F: 3 clusters Score -3522704 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3524022.250000 Penalty: 3371.628174
	Iteration 10Q: 3 clusters Score -3524022 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3524726.750000 Penalty: 3371.628174
	Iteration 11Q: 3 clusters Score -3524727 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3525052.500000 Penalty: 3371.628174
	Iteration 12Q: 3 clusters Score -3525052 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -3525218.750000 Penalty: 3371.628174
	Iteration 13Q: 3 clusters Score -3525219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3525313.250000 Penalty: 3371.628174
	Iteration 14Q: 3 clusters Score -3525313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3525360.250000 Penalty: 3371.628174
	Iteration 15Q: 3 clusters Score -3525360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3525383.750000 Penalty: 3371.628174
	Iteration 16Q: 3 clusters Score -3525384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3525400.250000 Penalty: 3371.628174
	Iteration 17Q: 3 clusters Score -3525400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3525425.500000 Penalty: 3371.628174
	Iteration 18Q: 3 clusters Score -3525426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3525447.000000 Penalty: 3371.628174
	Iteration 19Q: 3 clusters Score -3525447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3525468.250000 Penalty: 3371.628174
	Iteration 20F: 3 clusters Score -3525468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3525481.250000 Penalty: 3371.628174
	Iteration 21Q: 3 clusters Score -3525481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3525494.750000 Penalty: 3371.628174
	Iteration 22Q: 3 clusters Score -3525495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3525496.750000 Penalty: 3371.628174
	Iteration 23Q: 3 clusters Score -3525497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3525500.500000 Penalty: 3371.628174
	Iteration 24Q: 3 clusters Score -3525500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3525511.000000 Penalty: 3371.628174
	Iteration 25Q: 3 clusters Score -3525511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3525513.750000 Penalty: 3371.628174
	Iteration 26Q: 3 clusters Score -3525514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3525513.250000 Penalty: 3371.628174
	Iteration 27Q: 3 clusters Score -3525513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3525524.250000 Penalty: 3371.628174
	Iteration 28Q: 3 clusters Score -3525524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3525525.000000 Penalty: 3371.628174
	Iteration 29Q: 3 clusters Score -3525525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3525527.000000 Penalty: 3371.628174
	Iteration 30Q: 3 clusters Score -3525527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -3525526.250000 Penalty: 3371.628174
	Iteration 31Q: 3 clusters Score -3525526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3525532.250000 Penalty: 3371.628174
	Iteration 32Q: 3 clusters Score -3525532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3525528.500000 Penalty: 3371.628174
	Iteration 33Q: 3 clusters Score -3525528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3525530.000000 Penalty: 3371.628174
	Iteration 34Q: 3 clusters Score -3525530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3525530.000000 Penalty: 3371.628174
	Iteration 35F: 3 clusters Score -3525530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Entering Unmasked Estep 
Score: -13463942.000000 Penalty: 1903.997925
	Iteration 0F: 2 clusters Score -1.346394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -13381928.000000 Penalty: 3807.995850
	Iteration 0F: 3 clusters Score -1.338193e+07 nChanged 58937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -13416195.000000 Penalty: 3807.995850
	Iteration 1F: 3 clusters Score -1.34162e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -13417091.000000 Penalty: 3807.995850
	Iteration 2Q: 3 clusters Score -1.341709e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -13418280.000000 Penalty: 3807.995850
	Iteration 3Q: 3 clusters Score -1.341828e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -13420153.000000 Penalty: 3807.995850
	Iteration 4Q: 3 clusters Score -1.342015e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -13422822.000000 Penalty: 3807.995850
	Iteration 5Q: 3 clusters Score -1.342282e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -13426331.000000 Penalty: 3807.995850
	Iteration 6F: 3 clusters Score -1.342633e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -13431079.000000 Penalty: 3807.995850
	Iteration 7F: 3 clusters Score -1.343108e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -13436049.000000 Penalty: 3807.995850
	Iteration 8F: 3 clusters Score -1.343605e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -13440031.000000 Penalty: 3807.995850
	Iteration 9F: 3 clusters Score -1.344003e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -13441993.000000 Penalty: 3807.995850
	Iteration 10Q: 3 clusters Score -1.344199e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -13442745.000000 Penalty: 3807.995850
	Iteration 11Q: 3 clusters Score -1.344274e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -13443137.000000 Penalty: 3807.995850
	Iteration 12Q: 3 clusters Score -1.344314e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -13443388.000000 Penalty: 3807.995850
	Iteration 13Q: 3 clusters Score -1.344339e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -13443685.000000 Penalty: 3807.995850
	Iteration 14Q: 3 clusters Score -1.344368e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -13444060.000000 Penalty: 3807.995850
	Iteration 15Q: 3 clusters Score -1.344406e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -13444585.000000 Penalty: 3807.995850
	Iteration 16Q: 3 clusters Score -1.344458e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -13445241.000000 Penalty: 3807.995850
	Iteration 17Q: 3 clusters Score -1.344524e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -13445924.000000 Penalty: 3807.995850
	Iteration 18Q: 3 clusters Score -1.344592e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -13446846.000000 Penalty: 3807.995850
	Iteration 19Q: 3 clusters Score -1.344685e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -13447702.000000 Penalty: 3807.995850
	Iteration 20F: 3 clusters Score -1.34477e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -13448714.000000 Penalty: 3807.995850
	Iteration 21Q: 3 clusters Score -1.344871e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -13449874.000000 Penalty: 3807.995850
	Iteration 22Q: 3 clusters Score -1.344987e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -13451091.000000 Penalty: 3807.995850
	Iteration 23Q: 3 clusters Score -1.345109e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -13452442.000000 Penalty: 3807.995850
	Iteration 24Q: 3 clusters Score -1.345244e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -13453836.000000 Penalty: 3807.995850
	Iteration 25Q: 3 clusters Score -1.345384e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -13455223.000000 Penalty: 3807.995850
	Iteration 26Q: 3 clusters Score -1.345522e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -13456552.000000 Penalty: 3807.995850
	Iteration 27Q: 3 clusters Score -1.345655e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -13457507.000000 Penalty: 3807.995850
	Iteration 28Q: 3 clusters Score -1.345751e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -13458409.000000 Penalty: 3807.995850
	Iteration 29Q: 3 clusters Score -1.345841e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -13459168.000000 Penalty: 3807.995850
	Iteration 30Q: 3 clusters Score -1.345917e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -13459676.000000 Penalty: 3807.995850
	Iteration 31Q: 3 clusters Score -1.345968e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -13460076.000000 Penalty: 3807.995850
	Iteration 32Q: 3 clusters Score -1.346008e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -13460393.000000 Penalty: 3807.995850
	Iteration 33Q: 3 clusters Score -1.346039e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -13460707.000000 Penalty: 3807.995850
	Iteration 34Q: 3 clusters Score -1.346071e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -13460917.000000 Penalty: 3807.995850
	Iteration 35Q: 3 clusters Score -1.346092e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -13461058.000000 Penalty: 3807.995850
	Iteration 36Q: 3 clusters Score -1.346106e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -13461158.000000 Penalty: 3807.995850
	Iteration 37Q: 3 clusters Score -1.346116e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -13461287.000000 Penalty: 3807.995850
	Iteration 38Q: 3 clusters Score -1.346129e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -13461395.000000 Penalty: 3807.995850
	Iteration 39Q: 3 clusters Score -1.34614e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -13461535.000000 Penalty: 3807.995850
	Iteration 40F: 3 clusters Score -1.346154e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -13461615.000000 Penalty: 3807.995850
	Iteration 41Q: 3 clusters Score -1.346162e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -13461686.000000 Penalty: 3807.995850
	Iteration 42Q: 3 clusters Score -1.346169e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 114905 members 
Entering Unmasked Estep 
Score: -13461758.000000 Penalty: 3807.995850
	Iteration 43Q: 3 clusters Score -1.346176e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -13461852.000000 Penalty: 3807.995850
	Iteration 44Q: 3 clusters Score -1.346185e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 115528 members 
Entering Unmasked Estep 
Score: -13461936.000000 Penalty: 3807.995850
	Iteration 45Q: 3 clusters Score -1.346194e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -13461987.000000 Penalty: 3807.995850
	Iteration 46Q: 3 clusters Score -1.346199e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -13462021.000000 Penalty: 3807.995850
	Iteration 47Q: 3 clusters Score -1.346202e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -13462073.000000 Penalty: 3807.995850
	Iteration 48Q: 3 clusters Score -1.346207e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -13462114.000000 Penalty: 3807.995850
	Iteration 49Q: 3 clusters Score -1.346211e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 116709 members 
Entering Unmasked Estep 
Score: -13462187.000000 Penalty: 3807.995850
	Iteration 50Q: 3 clusters Score -1.346219e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -13462240.000000 Penalty: 3807.995850
	Iteration 51Q: 3 clusters Score -1.346224e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 117119 members 
Entering Unmasked Estep 
Score: -13462258.000000 Penalty: 3807.995850
	Iteration 52Q: 3 clusters Score -1.346226e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -13462331.000000 Penalty: 3807.995850
	Iteration 53Q: 3 clusters Score -1.346233e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -13462326.000000 Penalty: 3807.995850
	Iteration 54Q: 3 clusters Score -1.346233e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -13462333.000000 Penalty: 3807.995850
	Iteration 55Q: 3 clusters Score -1.346233e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -13462366.000000 Penalty: 3807.995850
	Iteration 56Q: 3 clusters Score -1.346237e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -13462397.000000 Penalty: 3807.995850
	Iteration 57Q: 3 clusters Score -1.34624e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -13462426.000000 Penalty: 3807.995850
	Iteration 58Q: 3 clusters Score -1.346243e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -13462446.000000 Penalty: 3807.995850
	Iteration 59Q: 3 clusters Score -1.346245e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -13462422.000000 Penalty: 3807.995850
	Iteration 60F: 3 clusters Score -1.346242e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 118754 members 
Entering Unmasked Estep 
Score: -13462437.000000 Penalty: 3807.995850
	Iteration 61Q: 3 clusters Score -1.346244e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -13462468.000000 Penalty: 3807.995850
	Iteration 62Q: 3 clusters Score -1.346247e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 119016 members 
Entering Unmasked Estep 
Score: -13462530.000000 Penalty: 3807.995850
	Iteration 63Q: 3 clusters Score -1.346253e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 119131 members 
Entering Unmasked Estep 
Score: -13462535.000000 Penalty: 3807.995850
	Iteration 64Q: 3 clusters Score -1.346254e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -13462544.000000 Penalty: 3807.995850
	Iteration 65Q: 3 clusters Score -1.346254e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -13462581.000000 Penalty: 3807.995850
	Iteration 66Q: 3 clusters Score -1.346258e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -13462641.000000 Penalty: 3807.995850
	Iteration 67Q: 3 clusters Score -1.346264e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -13462640.000000 Penalty: 3807.995850
	Iteration 68Q: 3 clusters Score -1.346264e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 119590 members 
Entering Unmasked Estep 
Score: -13462698.000000 Penalty: 3807.995850
	Iteration 69Q: 3 clusters Score -1.34627e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -13462719.000000 Penalty: 3807.995850
	Iteration 70Q: 3 clusters Score -1.346272e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -13462705.000000 Penalty: 3807.995850
	Iteration 71Q: 3 clusters Score -1.34627e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -13462692.000000 Penalty: 3807.995850
	Iteration 72Q: 3 clusters Score -1.346269e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -13462697.000000 Penalty: 3807.995850
	Iteration 73Q: 3 clusters Score -1.34627e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -13462726.000000 Penalty: 3807.995850
	Iteration 74Q: 3 clusters Score -1.346273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -13462768.000000 Penalty: 3807.995850
	Iteration 75Q: 3 clusters Score -1.346277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 120132 members 
Entering Unmasked Estep 
Score: -13462768.000000 Penalty: 3807.995850
	Iteration 76Q: 3 clusters Score -1.346277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -13462750.000000 Penalty: 3807.995850
	Iteration 77Q: 3 clusters Score -1.346275e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 120245 members 
Entering Unmasked Estep 
Score: -13462755.000000 Penalty: 3807.995850
	Iteration 78Q: 3 clusters Score -1.346276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -13462765.000000 Penalty: 3807.995850
	Iteration 79Q: 3 clusters Score -1.346276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 120322 members 
Entering Unmasked Estep 
Score: -13462764.000000 Penalty: 3807.995850
	Iteration 80F: 3 clusters Score -1.346276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 120356 members 
Entering Unmasked Estep 
Score: -13462758.000000 Penalty: 3807.995850
	Iteration 81Q: 3 clusters Score -1.346276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 120384 members 
Entering Unmasked Estep 
Score: -13462763.000000 Penalty: 3807.995850
	Iteration 82Q: 3 clusters Score -1.346276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -13462773.000000 Penalty: 3807.995850
	Iteration 83Q: 3 clusters Score -1.346277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -13462782.000000 Penalty: 3807.995850
	Iteration 84Q: 3 clusters Score -1.346278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -13462776.000000 Penalty: 3807.995850
	Iteration 85Q: 3 clusters Score -1.346278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -13462787.000000 Penalty: 3807.995850
	Iteration 86Q: 3 clusters Score -1.346279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -13462783.000000 Penalty: 3807.995850
	Iteration 87Q: 3 clusters Score -1.346278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -13462799.000000 Penalty: 3807.995850
	Iteration 88Q: 3 clusters Score -1.34628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -13462791.000000 Penalty: 3807.995850
	Iteration 89Q: 3 clusters Score -1.346279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -13462806.000000 Penalty: 3807.995850
	Iteration 90Q: 3 clusters Score -1.346281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -13462825.000000 Penalty: 3807.995850
	Iteration 91Q: 3 clusters Score -1.346282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -13462838.000000 Penalty: 3807.995850
	Iteration 92Q: 3 clusters Score -1.346284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -13462840.000000 Penalty: 3807.995850
	Iteration 93Q: 3 clusters Score -1.346284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -13462836.000000 Penalty: 3807.995850
	Iteration 94Q: 3 clusters Score -1.346284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 120607 members 
Entering Unmasked Estep 
Score: -13462845.000000 Penalty: 3807.995850
	Iteration 95Q: 3 clusters Score -1.346284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -13462848.000000 Penalty: 3807.995850
	Iteration 96Q: 3 clusters Score -1.346285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 120622 members 
Entering Unmasked Estep 
Score: -13462843.000000 Penalty: 3807.995850
	Iteration 97Q: 3 clusters Score -1.346284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -13462841.000000 Penalty: 3807.995850
	Iteration 98Q: 3 clusters Score -1.346284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
Score: -13462838.000000 Penalty: 3807.995850
	Iteration 99Q: 3 clusters Score -1.346284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -13462849.000000 Penalty: 3807.995850
	Iteration 100F: 3 clusters Score -1.346285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 120652 members 
Entering Unmasked Estep 
Score: -13462846.000000 Penalty: 3807.995850
	Iteration 101Q: 3 clusters Score -1.346285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 120658 members 
Entering Unmasked Estep 
Score: -13462861.000000 Penalty: 3807.995850
	Iteration 102Q: 3 clusters Score -1.346286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -13462864.000000 Penalty: 3807.995850
	Iteration 103Q: 3 clusters Score -1.346286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 120673 members 
Entering Unmasked Estep 
Score: -13462868.000000 Penalty: 3807.995850
	Iteration 104Q: 3 clusters Score -1.346287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 120678 members 
Entering Unmasked Estep 
Score: -13462864.000000 Penalty: 3807.995850
	Iteration 105Q: 3 clusters Score -1.346286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 120682 members 
Entering Unmasked Estep 
Score: -13462862.000000 Penalty: 3807.995850
	Iteration 106Q: 3 clusters Score -1.346286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -13462862.000000 Penalty: 3807.995850
	Iteration 107Q: 3 clusters Score -1.346286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 120696 members 
Entering Unmasked Estep 
Score: -13462881.000000 Penalty: 3807.995850
	Iteration 108Q: 3 clusters Score -1.346288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 120704 members 
Entering Unmasked Estep 
Score: -13462862.000000 Penalty: 3807.995850
	Iteration 109Q: 3 clusters Score -1.346286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 120713 members 
Entering Unmasked Estep 
Score: -13462856.000000 Penalty: 3807.995850
	Iteration 110Q: 3 clusters Score -1.346286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 120721 members 
Entering Unmasked Estep 
Score: -13462853.000000 Penalty: 3807.995850
	Iteration 111Q: 3 clusters Score -1.346285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -13462846.000000 Penalty: 3807.995850
	Iteration 112Q: 3 clusters Score -1.346285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -13462843.000000 Penalty: 3807.995850
	Iteration 113Q: 3 clusters Score -1.346284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -13462840.000000 Penalty: 3807.995850
	Iteration 114Q: 3 clusters Score -1.346284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 120738 members 
Entering Unmasked Estep 
Score: -13462840.000000 Penalty: 3807.995850
	Iteration 115Q: 3 clusters Score -1.346284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -13462849.000000 Penalty: 3807.995850
	Iteration 116Q: 3 clusters Score -1.346285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -13462856.000000 Penalty: 3807.995850
	Iteration 117Q: 3 clusters Score -1.346286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 120742 members 
Entering Unmasked Estep 
Score: -13462859.000000 Penalty: 3807.995850
	Iteration 118Q: 3 clusters Score -1.346286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -13462860.000000 Penalty: 3807.995850
	Iteration 119Q: 3 clusters Score -1.346286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -13462860.000000 Penalty: 3807.995850
	Iteration 120F: 3 clusters Score -1.346286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -20675.583984 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -20675.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19909.613281 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -19909.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19952.232422 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -19952.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19965.287109 Penalty: 1712.053833
	Iteration 2Q: 3 clusters Score -19965.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19970.117188 Penalty: 1712.053833
	Iteration 3Q: 3 clusters Score -19970.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19970.117188 Penalty: 1712.053833
	Iteration 4F: 3 clusters Score -19970.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217492 members 
Mstep: Class 2 contains 13010 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48393 members 
Mstep: Class 6 contains 126548 members 
Mstep: Class 7 contains 161998 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21598 members 
Mstep: Class 10 contains 45704 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 76024 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5190 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 34305 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32024 members 
Mstep: Class 23 contains 122628 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854296.000000 Penalty: 46891.722656
Iteration 119Q: 22 clusters Score -9.88543e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217438 members 
Mstep: Class 2 contains 13013 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48388 members 
Mstep: Class 6 contains 126552 members 
Mstep: Class 7 contains 161999 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21590 members 
Mstep: Class 10 contains 45717 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 76016 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 34315 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32022 members 
Mstep: Class 23 contains 122628 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854248.000000 Penalty: 46891.722656
Iteration 120F: 22 clusters Score -9.885425e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217383 members 
Mstep: Class 2 contains 13013 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48381 members 
Mstep: Class 6 contains 126557 members 
Mstep: Class 7 contains 162019 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21591 members 
Mstep: Class 10 contains 45728 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 76009 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 34317 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 122624 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854168.000000 Penalty: 46891.722656
Iteration 121Q: 22 clusters Score -9.885417e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217323 members 
Mstep: Class 2 contains 13016 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48377 members 
Mstep: Class 6 contains 126564 members 
Mstep: Class 7 contains 162025 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21586 members 
Mstep: Class 10 contains 45740 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 76004 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 17 contains 6996 members 
Mstep: Class 18 contains 34317 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32022 members 
Mstep: Class 23 contains 122622 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854240.000000 Penalty: 46891.722656
Iteration 122Q: 22 clusters Score -9.885424e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217269 members 
Mstep: Class 2 contains 13017 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48367 members 
Mstep: Class 6 contains 126570 members 
Mstep: Class 7 contains 162047 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21581 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 75996 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 17 contains 7041 members 
Mstep: Class 18 contains 34314 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32021 members 
Mstep: Class 23 contains 122619 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854216.000000 Penalty: 46891.722656
Iteration 123Q: 22 clusters Score -9.885422e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217215 members 
Mstep: Class 2 contains 13017 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48360 members 
Mstep: Class 6 contains 126577 members 
Mstep: Class 7 contains 162069 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21576 members 
Mstep: Class 10 contains 45754 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75991 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 34308 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32022 members 
Mstep: Class 23 contains 122617 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854200.000000 Penalty: 46891.722656
Iteration 124Q: 22 clusters Score -9.88542e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217166 members 
Mstep: Class 2 contains 13018 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48361 members 
Mstep: Class 6 contains 126582 members 
Mstep: Class 7 contains 162062 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21570 members 
Mstep: Class 10 contains 45759 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75994 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 34304 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 122619 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854200.000000 Penalty: 46891.722656
Iteration 125Q: 22 clusters Score -9.88542e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217128 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48358 members 
Mstep: Class 6 contains 126592 members 
Mstep: Class 7 contains 162060 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75990 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32025 members 
Mstep: Class 23 contains 122620 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854240.000000 Penalty: 46891.722656
Iteration 126Q: 22 clusters Score -9.885424e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217080 members 
Mstep: Class 2 contains 13022 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48348 members 
Mstep: Class 6 contains 126607 members 
Mstep: Class 7 contains 162056 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21564 members 
Mstep: Class 10 contains 45768 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75988 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 122620 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854216.000000 Penalty: 46891.722656
Iteration 127Q: 22 clusters Score -9.885422e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217036 members 
Mstep: Class 2 contains 13026 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48338 members 
Mstep: Class 6 contains 126613 members 
Mstep: Class 7 contains 162070 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 45769 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75988 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 34305 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32024 members 
Mstep: Class 23 contains 122622 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854192.000000 Penalty: 46891.722656
Iteration 128Q: 22 clusters Score -9.885419e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217002 members 
Mstep: Class 2 contains 13028 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48330 members 
Mstep: Class 6 contains 126622 members 
Mstep: Class 7 contains 162060 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 45770 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75981 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 34306 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32024 members 
Mstep: Class 23 contains 122624 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854104.000000 Penalty: 46891.722656
Iteration 129Q: 22 clusters Score -9.88541e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216968 members 
Mstep: Class 2 contains 13029 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48327 members 
Mstep: Class 6 contains 126631 members 
Mstep: Class 7 contains 162037 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21558 members 
Mstep: Class 10 contains 45772 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75975 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 34306 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32027 members 
Mstep: Class 23 contains 122624 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854144.000000 Penalty: 46891.722656
Iteration 130Q: 22 clusters Score -9.885414e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216927 members 
Mstep: Class 2 contains 13030 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 126641 members 
Mstep: Class 7 contains 162013 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 21558 members 
Mstep: Class 10 contains 45773 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75966 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 34312 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 122626 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854152.000000 Penalty: 46891.722656
Iteration 131Q: 22 clusters Score -9.885415e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216876 members 
Mstep: Class 2 contains 13028 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48316 members 
Mstep: Class 6 contains 126654 members 
Mstep: Class 7 contains 161994 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 21557 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75950 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 34312 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 122629 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854192.000000 Penalty: 46891.722656
Iteration 132Q: 22 clusters Score -9.885419e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216820 members 
Mstep: Class 2 contains 13031 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48301 members 
Mstep: Class 6 contains 126663 members 
Mstep: Class 7 contains 161998 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21558 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75929 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7518 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32038 members 
Mstep: Class 23 contains 122632 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854208.000000 Penalty: 46891.722656
Iteration 133Q: 22 clusters Score -9.885421e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216749 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48289 members 
Mstep: Class 6 contains 126669 members 
Mstep: Class 7 contains 162013 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 45777 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75907 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7593 members 
Mstep: Class 18 contains 34316 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32042 members 
Mstep: Class 23 contains 122630 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854176.000000 Penalty: 46891.722656
Iteration 134Q: 22 clusters Score -9.885418e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216688 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48281 members 
Mstep: Class 6 contains 126672 members 
Mstep: Class 7 contains 162017 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 45778 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75885 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 34314 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32046 members 
Mstep: Class 23 contains 122629 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854144.000000 Penalty: 46891.722656
Iteration 135Q: 22 clusters Score -9.885414e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216613 members 
Mstep: Class 2 contains 13034 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48265 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 162045 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 45778 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75860 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32045 members 
Mstep: Class 23 contains 122627 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854024.000000 Penalty: 46891.722656
Iteration 136Q: 22 clusters Score -9.885402e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216539 members 
Mstep: Class 2 contains 13034 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48259 members 
Mstep: Class 6 contains 126689 members 
Mstep: Class 7 contains 162040 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 45780 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75836 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 17 contains 7863 members 
Mstep: Class 18 contains 34310 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32047 members 
Mstep: Class 23 contains 122625 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853992.000000 Penalty: 46891.722656
Iteration 137Q: 22 clusters Score -9.885399e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 13037 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48247 members 
Mstep: Class 6 contains 126704 members 
Mstep: Class 7 contains 162024 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 21550 members 
Mstep: Class 10 contains 45784 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75818 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 34306 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32043 members 
Mstep: Class 23 contains 122630 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854024.000000 Penalty: 46891.722656
Iteration 138Q: 22 clusters Score -9.885402e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 13039 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48233 members 
Mstep: Class 6 contains 126724 members 
Mstep: Class 7 contains 162051 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 21549 members 
Mstep: Class 10 contains 45788 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75796 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 17 contains 8039 members 
Mstep: Class 18 contains 34306 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32034 members 
Mstep: Class 23 contains 122630 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854088.000000 Penalty: 46891.722656
Iteration 139Q: 22 clusters Score -9.885409e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216285 members 
Mstep: Class 2 contains 13044 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48221 members 
Mstep: Class 6 contains 126740 members 
Mstep: Class 7 contains 162070 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 21544 members 
Mstep: Class 10 contains 45788 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75780 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 17 contains 8126 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 122630 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854056.000000 Penalty: 46891.722656
Iteration 140F: 22 clusters Score -9.885406e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216193 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48211 members 
Mstep: Class 6 contains 126758 members 
Mstep: Class 7 contains 162079 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 21543 members 
Mstep: Class 10 contains 45786 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 75764 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 122627 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854072.000000 Penalty: 46891.722656
Iteration 141Q: 22 clusters Score -9.885407e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216091 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48203 members 
Mstep: Class 6 contains 126764 members 
Mstep: Class 7 contains 162099 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 45787 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 75748 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 17 contains 8311 members 
Mstep: Class 18 contains 34324 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 23 contains 122636 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853992.000000 Penalty: 46891.722656
Iteration 142Q: 22 clusters Score -9.885399e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215993 members 
Mstep: Class 2 contains 13052 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48187 members 
Mstep: Class 6 contains 126780 members 
Mstep: Class 7 contains 162106 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 75729 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 17 contains 8410 members 
Mstep: Class 18 contains 34321 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 122634 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854056.000000 Penalty: 46891.722656
Iteration 143Q: 22 clusters Score -9.885406e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 13059 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48183 members 
Mstep: Class 6 contains 126797 members 
Mstep: Class 7 contains 162128 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 45793 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 75720 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5202 members 
Mstep: Class 17 contains 8488 members 
Mstep: Class 18 contains 34323 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32025 members 
Mstep: Class 23 contains 122634 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854120.000000 Penalty: 46891.722656
Iteration 144Q: 22 clusters Score -9.885412e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215784 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48172 members 
Mstep: Class 6 contains 126808 members 
Mstep: Class 7 contains 162127 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21540 members 
Mstep: Class 10 contains 45793 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 75716 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 17 contains 8576 members 
Mstep: Class 18 contains 34328 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 122640 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854104.000000 Penalty: 46891.722656
Iteration 145Q: 22 clusters Score -9.88541e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215688 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48168 members 
Mstep: Class 6 contains 126824 members 
Mstep: Class 7 contains 162123 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 21532 members 
Mstep: Class 10 contains 45797 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 75708 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 34329 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 122650 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853984.000000 Penalty: 46891.722656
Iteration 146Q: 22 clusters Score -9.885398e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215584 members 
Mstep: Class 2 contains 13080 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48175 members 
Mstep: Class 6 contains 126835 members 
Mstep: Class 7 contains 162107 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21528 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 75698 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5202 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 34345 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 23 contains 122650 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854136.000000 Penalty: 46891.722656
Iteration 147Q: 22 clusters Score -9.885414e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215483 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48171 members 
Mstep: Class 6 contains 126849 members 
Mstep: Class 7 contains 162105 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21527 members 
Mstep: Class 10 contains 45804 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 75688 members 
Mstep: Class 13 contains 2792 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5204 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32016 members 
Mstep: Class 23 contains 122658 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854160.000000 Penalty: 46891.722656
Iteration 148Q: 22 clusters Score -9.885416e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215381 members 
Mstep: Class 2 contains 13087 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48167 members 
Mstep: Class 6 contains 126875 members 
Mstep: Class 7 contains 162124 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 21527 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 75676 members 
Mstep: Class 13 contains 2792 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5203 members 
Mstep: Class 17 contains 8895 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32007 members 
Mstep: Class 23 contains 122663 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854080.000000 Penalty: 46891.722656
Iteration 149Q: 22 clusters Score -9.885408e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215260 members 
Mstep: Class 2 contains 13096 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48165 members 
Mstep: Class 6 contains 126885 members 
Mstep: Class 7 contains 162135 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 21527 members 
Mstep: Class 10 contains 45812 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 75673 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 17 contains 8971 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 31996 members 
Mstep: Class 23 contains 122667 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854000.000000 Penalty: 46891.722656
Iteration 150Q: 22 clusters Score -9.8854e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215156 members 
Mstep: Class 2 contains 13099 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48164 members 
Mstep: Class 6 contains 126894 members 
Mstep: Class 7 contains 162134 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21520 members 
Mstep: Class 10 contains 45815 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 75671 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 17 contains 9053 members 
Mstep: Class 18 contains 34380 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32002 members 
Mstep: Class 23 contains 122668 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853952.000000 Penalty: 46891.722656
Iteration 151Q: 22 clusters Score -9.885395e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215056 members 
Mstep: Class 2 contains 13101 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48153 members 
Mstep: Class 6 contains 126904 members 
Mstep: Class 7 contains 162133 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21513 members 
Mstep: Class 10 contains 45818 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 75670 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5214 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 34386 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32005 members 
Mstep: Class 23 contains 122675 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853992.000000 Penalty: 46891.722656
Iteration 152Q: 22 clusters Score -9.885399e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214962 members 
Mstep: Class 2 contains 13102 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48133 members 
Mstep: Class 6 contains 126924 members 
Mstep: Class 7 contains 162151 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21500 members 
Mstep: Class 10 contains 45815 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 75659 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5215 members 
Mstep: Class 17 contains 9222 members 
Mstep: Class 18 contains 34398 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32004 members 
Mstep: Class 23 contains 122682 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853992.000000 Penalty: 46891.722656
Iteration 153Q: 22 clusters Score -9.885399e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214874 members 
Mstep: Class 2 contains 13106 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48127 members 
Mstep: Class 6 contains 126938 members 
Mstep: Class 7 contains 162105 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21491 members 
Mstep: Class 10 contains 45815 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 75655 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5220 members 
Mstep: Class 17 contains 9326 members 
Mstep: Class 18 contains 34405 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32012 members 
Mstep: Class 23 contains 122694 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853984.000000 Penalty: 46891.722656
Iteration 154Q: 22 clusters Score -9.885398e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214781 members 
Mstep: Class 2 contains 13114 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48114 members 
Mstep: Class 6 contains 126962 members 
Mstep: Class 7 contains 162056 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21481 members 
Mstep: Class 10 contains 45819 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 75638 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5224 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 34418 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32011 members 
Mstep: Class 23 contains 122707 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854024.000000 Penalty: 46891.722656
Iteration 155Q: 22 clusters Score -9.885402e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214678 members 
Mstep: Class 2 contains 13119 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48109 members 
Mstep: Class 6 contains 126978 members 
Mstep: Class 7 contains 162007 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 21476 members 
Mstep: Class 10 contains 45817 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 75617 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5226 members 
Mstep: Class 17 contains 9580 members 
Mstep: Class 18 contains 34436 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 122716 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854032.000000 Penalty: 46891.722656
Iteration 156Q: 22 clusters Score -9.885403e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 13125 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48111 members 
Mstep: Class 6 contains 126997 members 
Mstep: Class 7 contains 161935 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 21479 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 75598 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 34457 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 32003 members 
Mstep: Class 23 contains 122729 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853888.000000 Penalty: 46891.722656
Iteration 157Q: 22 clusters Score -9.885389e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214467 members 
Mstep: Class 2 contains 13124 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48120 members 
Mstep: Class 6 contains 127014 members 
Mstep: Class 7 contains 161792 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 21469 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 75590 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 34479 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 32007 members 
Mstep: Class 23 contains 122752 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853968.000000 Penalty: 46891.722656
Iteration 158Q: 22 clusters Score -9.885397e+07 nChanged 625
Entering ConstructFrom: 
Score: -98853968.000000 Penalty: 46891.722656
Entering ConstructFrom: 
Trying to split cluster 1 (214341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214341 members 
Entering Unmasked Estep 
Score: -23043418.000000 Penalty: 1994.740112
	Iteration 0F: 2 clusters Score -2.304342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -22919542.000000 Penalty: 3989.480225
	Iteration 0F: 3 clusters Score -2.291954e+07 nChanged 103721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -22980848.000000 Penalty: 3989.480225
	Iteration 1F: 3 clusters Score -2.298085e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -22981584.000000 Penalty: 3989.480225
	Iteration 2Q: 3 clusters Score -2.298158e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -22982524.000000 Penalty: 3989.480225
	Iteration 3Q: 3 clusters Score -2.298252e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -22984056.000000 Penalty: 3989.480225
	Iteration 4Q: 3 clusters Score -2.298406e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 113960 members 
Entering Unmasked Estep 
Score: -22986194.000000 Penalty: 3989.480225
	Iteration 5Q: 3 clusters Score -2.298619e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -22989660.000000 Penalty: 3989.480225
	Iteration 6Q: 3 clusters Score -2.298966e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -22995424.000000 Penalty: 3989.480225
	Iteration 7Q: 3 clusters Score -2.299542e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -23004694.000000 Penalty: 3989.480225
	Iteration 8F: 3 clusters Score -2.300469e+07 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -23016174.000000 Penalty: 3989.480225
	Iteration 9F: 3 clusters Score -2.301617e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -23026350.000000 Penalty: 3989.480225
	Iteration 10F: 3 clusters Score -2.302635e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -23031008.000000 Penalty: 3989.480225
	Iteration 11Q: 3 clusters Score -2.303101e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -23032944.000000 Penalty: 3989.480225
	Iteration 12Q: 3 clusters Score -2.303294e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -23033920.000000 Penalty: 3989.480225
	Iteration 13Q: 3 clusters Score -2.303392e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -23034672.000000 Penalty: 3989.480225
	Iteration 14Q: 3 clusters Score -2.303467e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -23035342.000000 Penalty: 3989.480225
	Iteration 15Q: 3 clusters Score -2.303534e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 180583 members 
Entering Unmasked Estep 
Score: -23035704.000000 Penalty: 3989.480225
	Iteration 16Q: 3 clusters Score -2.30357e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 185840 members 
Entering Unmasked Estep 
Score: -23036170.000000 Penalty: 3989.480225
	Iteration 17Q: 3 clusters Score -2.303617e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 190688 members 
Entering Unmasked Estep 
Score: -23036788.000000 Penalty: 3989.480225
	Iteration 18Q: 3 clusters Score -2.303679e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 194920 members 
Entering Unmasked Estep 
Score: -23037506.000000 Penalty: 3989.480225
	Iteration 19Q: 3 clusters Score -2.303751e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 198381 members 
Entering Unmasked Estep 
Score: -23038024.000000 Penalty: 3989.480225
	Iteration 20F: 3 clusters Score -2.303802e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 201358 members 
Entering Unmasked Estep 
Score: -23038582.000000 Penalty: 3989.480225
	Iteration 21Q: 3 clusters Score -2.303858e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 203760 members 
Entering Unmasked Estep 
Score: -23039174.000000 Penalty: 3989.480225
	Iteration 22Q: 3 clusters Score -2.303917e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 205695 members 
Entering Unmasked Estep 
Score: -23039742.000000 Penalty: 3989.480225
	Iteration 23Q: 3 clusters Score -2.303974e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 207238 members 
Entering Unmasked Estep 
Score: -23040152.000000 Penalty: 3989.480225
	Iteration 24Q: 3 clusters Score -2.304015e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 208480 members 
Entering Unmasked Estep 
Score: -23040534.000000 Penalty: 3989.480225
	Iteration 25Q: 3 clusters Score -2.304053e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 209472 members 
Entering Unmasked Estep 
Score: -23040834.000000 Penalty: 3989.480225
	Iteration 26Q: 3 clusters Score -2.304083e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 210308 members 
Entering Unmasked Estep 
Score: -23041124.000000 Penalty: 3989.480225
	Iteration 27Q: 3 clusters Score -2.304112e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 210999 members 
Entering Unmasked Estep 
Score: -23041328.000000 Penalty: 3989.480225
	Iteration 28Q: 3 clusters Score -2.304133e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 211552 members 
Entering Unmasked Estep 
Score: -23041402.000000 Penalty: 3989.480225
	Iteration 29Q: 3 clusters Score -2.30414e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 212001 members 
Entering Unmasked Estep 
Score: -23041462.000000 Penalty: 3989.480225
	Iteration 30Q: 3 clusters Score -2.304146e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 212359 members 
Entering Unmasked Estep 
Score: -23041558.000000 Penalty: 3989.480225
	Iteration 31Q: 3 clusters Score -2.304156e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 212637 members 
Entering Unmasked Estep 
Score: -23041608.000000 Penalty: 3989.480225
	Iteration 32Q: 3 clusters Score -2.304161e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 212880 members 
Entering Unmasked Estep 
Score: -23041666.000000 Penalty: 3989.480225
	Iteration 33Q: 3 clusters Score -2.304167e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 213062 members 
Entering Unmasked Estep 
Score: -23041698.000000 Penalty: 3989.480225
	Iteration 34Q: 3 clusters Score -2.30417e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 213216 members 
Entering Unmasked Estep 
Score: -23041704.000000 Penalty: 3989.480225
	Iteration 35Q: 3 clusters Score -2.30417e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 213348 members 
Entering Unmasked Estep 
Score: -23041716.000000 Penalty: 3989.480225
	Iteration 36Q: 3 clusters Score -2.304172e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 213451 members 
Entering Unmasked Estep 
Score: -23041722.000000 Penalty: 3989.480225
	Iteration 37Q: 3 clusters Score -2.304172e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -23041732.000000 Penalty: 3989.480225
	Iteration 38Q: 3 clusters Score -2.304173e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 213574 members 
Entering Unmasked Estep 
Score: -23041688.000000 Penalty: 3989.480225
	Iteration 39Q: 3 clusters Score -2.304169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 213617 members 
Entering Unmasked Estep 
Score: -23041718.000000 Penalty: 3989.480225
	Iteration 40F: 3 clusters Score -2.304172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 213649 members 
Entering Unmasked Estep 
Score: -23041704.000000 Penalty: 3989.480225
	Iteration 41Q: 3 clusters Score -2.30417e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 213682 members 
Entering Unmasked Estep 
Score: -23041710.000000 Penalty: 3989.480225
	Iteration 42Q: 3 clusters Score -2.304171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 213706 members 
Entering Unmasked Estep 
Score: -23041714.000000 Penalty: 3989.480225
	Iteration 43Q: 3 clusters Score -2.304171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 213725 members 
Entering Unmasked Estep 
Score: -23041712.000000 Penalty: 3989.480225
	Iteration 44Q: 3 clusters Score -2.304171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 213742 members 
Entering Unmasked Estep 
Score: -23041706.000000 Penalty: 3989.480225
	Iteration 45Q: 3 clusters Score -2.304171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 213755 members 
Entering Unmasked Estep 
Score: -23041742.000000 Penalty: 3989.480225
	Iteration 46Q: 3 clusters Score -2.304174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 213767 members 
Entering Unmasked Estep 
Score: -23041738.000000 Penalty: 3989.480225
	Iteration 47Q: 3 clusters Score -2.304174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 213780 members 
Entering Unmasked Estep 
Score: -23041714.000000 Penalty: 3989.480225
	Iteration 48Q: 3 clusters Score -2.304171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 213793 members 
Entering Unmasked Estep 
Score: -23041766.000000 Penalty: 3989.480225
	Iteration 49Q: 3 clusters Score -2.304177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 213816 members 
Entering Unmasked Estep 
Score: -23041772.000000 Penalty: 3989.480225
	Iteration 50Q: 3 clusters Score -2.304177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 213830 members 
Entering Unmasked Estep 
Score: -23041792.000000 Penalty: 3989.480225
	Iteration 51Q: 3 clusters Score -2.304179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 213837 members 
Entering Unmasked Estep 
Score: -23041780.000000 Penalty: 3989.480225
	Iteration 52Q: 3 clusters Score -2.304178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 213838 members 
Entering Unmasked Estep 
Score: -23041786.000000 Penalty: 3989.480225
	Iteration 53Q: 3 clusters Score -2.304179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 213848 members 
Entering Unmasked Estep 
Score: -23041786.000000 Penalty: 3989.480225
	Iteration 54Q: 3 clusters Score -2.304179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 213855 members 
Entering Unmasked Estep 
Score: -23041782.000000 Penalty: 3989.480225
	Iteration 55Q: 3 clusters Score -2.304178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 213860 members 
Entering Unmasked Estep 
Score: -23041786.000000 Penalty: 3989.480225
	Iteration 56Q: 3 clusters Score -2.304179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 213865 members 
Entering Unmasked Estep 
Score: -23041772.000000 Penalty: 3989.480225
	Iteration 57Q: 3 clusters Score -2.304177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 213868 members 
Entering Unmasked Estep 
Score: -23041780.000000 Penalty: 3989.480225
	Iteration 58Q: 3 clusters Score -2.304178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 213869 members 
Entering Unmasked Estep 
Score: -23041780.000000 Penalty: 3989.480225
	Iteration 59Q: 3 clusters Score -2.304178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 213872 members 
Entering Unmasked Estep 
Score: -23041784.000000 Penalty: 3989.480225
	Iteration 60F: 3 clusters Score -2.304178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -23041766.000000 Penalty: 3989.480225
	Iteration 61Q: 3 clusters Score -2.304177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 213875 members 
Entering Unmasked Estep 
Score: -23041766.000000 Penalty: 3989.480225
	Iteration 62Q: 3 clusters Score -2.304177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213877 members 
Entering Unmasked Estep 
Score: -23041774.000000 Penalty: 3989.480225
	Iteration 63Q: 3 clusters Score -2.304177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213877 members 
Entering Unmasked Estep 
Score: -23041774.000000 Penalty: 3989.480225
	Iteration 64F: 3 clusters Score -2.304177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Entering Unmasked Estep 
Score: -1455603.500000 Penalty: 1540.931396
	Iteration 0F: 2 clusters Score -1455604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1446382.500000 Penalty: 3081.862793
	Iteration 0F: 3 clusters Score -1446382 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1449499.250000 Penalty: 3081.862793
	Iteration 1F: 3 clusters Score -1449499 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1449778.000000 Penalty: 3081.862793
	Iteration 2F: 3 clusters Score -1449778 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1450058.250000 Penalty: 3081.862793
	Iteration 3Q: 3 clusters Score -1450058 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1450375.750000 Penalty: 3081.862793
	Iteration 4Q: 3 clusters Score -1450376 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1450757.875000 Penalty: 3081.862793
	Iteration 5F: 3 clusters Score -1450758 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1451215.125000 Penalty: 3081.862793
	Iteration 6F: 3 clusters Score -1451215 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1451754.250000 Penalty: 3081.862793
	Iteration 7F: 3 clusters Score -1451754 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1452333.875000 Penalty: 3081.862793
	Iteration 8F: 3 clusters Score -1452334 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1452843.875000 Penalty: 3081.862793
	Iteration 9Q: 3 clusters Score -1452844 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1453198.375000 Penalty: 3081.862793
	Iteration 10Q: 3 clusters Score -1453198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1453392.500000 Penalty: 3081.862793
	Iteration 11Q: 3 clusters Score -1453392 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1453505.500000 Penalty: 3081.862793
	Iteration 12Q: 3 clusters Score -1453506 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1453580.000000 Penalty: 3081.862793
	Iteration 13Q: 3 clusters Score -1453580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1453627.500000 Penalty: 3081.862793
	Iteration 14Q: 3 clusters Score -1453628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1453678.125000 Penalty: 3081.862793
	Iteration 15Q: 3 clusters Score -1453678 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1453722.875000 Penalty: 3081.862793
	Iteration 16Q: 3 clusters Score -1453723 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1453778.750000 Penalty: 3081.862793
	Iteration 17Q: 3 clusters Score -1453779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1453828.125000 Penalty: 3081.862793
	Iteration 18Q: 3 clusters Score -1453828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1453862.375000 Penalty: 3081.862793
	Iteration 19Q: 3 clusters Score -1453862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1453901.125000 Penalty: 3081.862793
	Iteration 20F: 3 clusters Score -1453901 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1453940.500000 Penalty: 3081.862793
	Iteration 21Q: 3 clusters Score -1453940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1453973.500000 Penalty: 3081.862793
	Iteration 22Q: 3 clusters Score -1453974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1454006.250000 Penalty: 3081.862793
	Iteration 23Q: 3 clusters Score -1454006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1454034.500000 Penalty: 3081.862793
	Iteration 24Q: 3 clusters Score -1454034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1454057.500000 Penalty: 3081.862793
	Iteration 25Q: 3 clusters Score -1454058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1454082.875000 Penalty: 3081.862793
	Iteration 26Q: 3 clusters Score -1454083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1454107.750000 Penalty: 3081.862793
	Iteration 27Q: 3 clusters Score -1454108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1454143.625000 Penalty: 3081.862793
	Iteration 28Q: 3 clusters Score -1454144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1454171.250000 Penalty: 3081.862793
	Iteration 29Q: 3 clusters Score -1454171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1454188.875000 Penalty: 3081.862793
	Iteration 30Q: 3 clusters Score -1454189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1454205.125000 Penalty: 3081.862793
	Iteration 31Q: 3 clusters Score -1454205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1454223.000000 Penalty: 3081.862793
	Iteration 32Q: 3 clusters Score -1454223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1454236.125000 Penalty: 3081.862793
	Iteration 33Q: 3 clusters Score -1454236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1454247.875000 Penalty: 3081.862793
	Iteration 34Q: 3 clusters Score -1454248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1454259.375000 Penalty: 3081.862793
	Iteration 35Q: 3 clusters Score -1454259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1454264.625000 Penalty: 3081.862793
	Iteration 36Q: 3 clusters Score -1454265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1454266.000000 Penalty: 3081.862793
	Iteration 37Q: 3 clusters Score -1454266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1454275.875000 Penalty: 3081.862793
	Iteration 38Q: 3 clusters Score -1454276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1454278.250000 Penalty: 3081.862793
	Iteration 39Q: 3 clusters Score -1454278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1454282.750000 Penalty: 3081.862793
	Iteration 40F: 3 clusters Score -1454283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1454290.750000 Penalty: 3081.862793
	Iteration 41Q: 3 clusters Score -1454291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1454295.875000 Penalty: 3081.862793
	Iteration 42Q: 3 clusters Score -1454296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1454296.500000 Penalty: 3081.862793
	Iteration 43Q: 3 clusters Score -1454296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1454297.625000 Penalty: 3081.862793
	Iteration 44Q: 3 clusters Score -1454298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1454299.875000 Penalty: 3081.862793
	Iteration 45Q: 3 clusters Score -1454300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1454301.500000 Penalty: 3081.862793
	Iteration 46Q: 3 clusters Score -1454302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1454301.625000 Penalty: 3081.862793
	Iteration 47Q: 3 clusters Score -1454302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1454301.875000 Penalty: 3081.862793
	Iteration 48Q: 3 clusters Score -1454302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1454304.000000 Penalty: 3081.862793
	Iteration 49Q: 3 clusters Score -1454304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1454308.125000 Penalty: 3081.862793
	Iteration 50Q: 3 clusters Score -1454308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1454309.375000 Penalty: 3081.862793
	Iteration 51Q: 3 clusters Score -1454309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1454309.375000 Penalty: 3081.862793
	Iteration 52Q: 3 clusters Score -1454309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1454311.500000 Penalty: 3081.862793
	Iteration 53Q: 3 clusters Score -1454312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1454311.375000 Penalty: 3081.862793
	Iteration 54Q: 3 clusters Score -1454311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1454311.250000 Penalty: 3081.862793
	Iteration 55Q: 3 clusters Score -1454311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1454310.250000 Penalty: 3081.862793
	Iteration 56Q: 3 clusters Score -1454310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1454311.375000 Penalty: 3081.862793
	Iteration 57Q: 3 clusters Score -1454311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1454311.875000 Penalty: 3081.862793
	Iteration 58Q: 3 clusters Score -1454312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1454313.500000 Penalty: 3081.862793
	Iteration 59Q: 3 clusters Score -1454314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1454313.500000 Penalty: 3081.862793
	Iteration 60F: 3 clusters Score -1454314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1454314.750000 Penalty: 3081.862793
	Iteration 61Q: 3 clusters Score -1454315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1454315.250000 Penalty: 3081.862793
	Iteration 62Q: 3 clusters Score -1454315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1454316.125000 Penalty: 3081.862793
	Iteration 63Q: 3 clusters Score -1454316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1454316.750000 Penalty: 3081.862793
	Iteration 64Q: 3 clusters Score -1454317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1454316.500000 Penalty: 3081.862793
	Iteration 65Q: 3 clusters Score -1454316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1454316.500000 Penalty: 3081.862793
	Iteration 66F: 3 clusters Score -1454316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -334354.812500 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -334354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -331602.937500 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -331602.9 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -332311.656250 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -332311.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -332430.093750 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -332430.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -332493.718750 Penalty: 2610.833496
	Iteration 3Q: 3 clusters Score -332493.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332541.562500 Penalty: 2610.833496
	Iteration 4Q: 3 clusters Score -332541.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332588.843750 Penalty: 2610.833496
	Iteration 5Q: 3 clusters Score -332588.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -332648.937500 Penalty: 2610.833496
	Iteration 6Q: 3 clusters Score -332648.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -332718.468750 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -332718.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -332771.218750 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -332771.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -332811.000000 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -332811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332850.000000 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -332850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332872.562500 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -332872.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -332891.593750 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -332891.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -332909.750000 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -332909.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -332927.875000 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -332927.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -332943.031250 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -332943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -332958.812500 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -332958.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -332976.406250 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -332976.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -332995.125000 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -332995.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -333014.500000 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -333014.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -333040.125000 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -333040.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -333065.437500 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -333065.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -333092.968750 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -333093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -333119.437500 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -333119.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -333149.718750 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -333149.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -333180.750000 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -333180.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -333214.156250 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -333214.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -333256.406250 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -333256.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -333305.343750 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -333305.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -333343.718750 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -333343.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -333374.843750 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -333374.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -333397.625000 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -333397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -333419.093750 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -333419.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -333436.687500 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -333436.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -333447.718750 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -333447.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -333457.656250 Penalty: 2610.833496
	Iteration 35Q: 3 clusters Score -333457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -333460.406250 Penalty: 2610.833496
	Iteration 36Q: 3 clusters Score -333460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -333463.312500 Penalty: 2610.833496
	Iteration 37Q: 3 clusters Score -333463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -333468.968750 Penalty: 2610.833496
	Iteration 38Q: 3 clusters Score -333469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -333477.000000 Penalty: 2610.833496
	Iteration 39Q: 3 clusters Score -333477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -333485.093750 Penalty: 2610.833496
	Iteration 40F: 3 clusters Score -333485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -333490.531250 Penalty: 2610.833496
	Iteration 41Q: 3 clusters Score -333490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -333492.687500 Penalty: 2610.833496
	Iteration 42Q: 3 clusters Score -333492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -333493.906250 Penalty: 2610.833496
	Iteration 43Q: 3 clusters Score -333493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -333493.906250 Penalty: 2610.833496
	Iteration 44F: 3 clusters Score -333493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -262291.718750 Penalty: 1264.976929
	Iteration 0F: 2 clusters Score -262291.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -259961.187500 Penalty: 2529.953857
	Iteration 0F: 3 clusters Score -259961.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260462.421875 Penalty: 2529.953857
	Iteration 1F: 3 clusters Score -260462.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260585.515625 Penalty: 2529.953857
	Iteration 2F: 3 clusters Score -260585.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -260645.656250 Penalty: 2529.953857
	Iteration 3Q: 3 clusters Score -260645.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -260683.156250 Penalty: 2529.953857
	Iteration 4Q: 3 clusters Score -260683.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -260711.031250 Penalty: 2529.953857
	Iteration 5Q: 3 clusters Score -260711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -260727.625000 Penalty: 2529.953857
	Iteration 6Q: 3 clusters Score -260727.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -260741.187500 Penalty: 2529.953857
	Iteration 7Q: 3 clusters Score -260741.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -260754.968750 Penalty: 2529.953857
	Iteration 8Q: 3 clusters Score -260755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -260770.812500 Penalty: 2529.953857
	Iteration 9Q: 3 clusters Score -260770.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -260783.265625 Penalty: 2529.953857
	Iteration 10Q: 3 clusters Score -260783.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -260792.484375 Penalty: 2529.953857
	Iteration 11Q: 3 clusters Score -260792.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -260800.250000 Penalty: 2529.953857
	Iteration 12Q: 3 clusters Score -260800.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -260807.875000 Penalty: 2529.953857
	Iteration 13Q: 3 clusters Score -260807.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -260812.078125 Penalty: 2529.953857
	Iteration 14Q: 3 clusters Score -260812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -260815.812500 Penalty: 2529.953857
	Iteration 15Q: 3 clusters Score -260815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -260822.796875 Penalty: 2529.953857
	Iteration 16Q: 3 clusters Score -260822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -260829.328125 Penalty: 2529.953857
	Iteration 17Q: 3 clusters Score -260829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -260836.500000 Penalty: 2529.953857
	Iteration 18Q: 3 clusters Score -260836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -260841.890625 Penalty: 2529.953857
	Iteration 19Q: 3 clusters Score -260841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -260845.437500 Penalty: 2529.953857
	Iteration 20F: 3 clusters Score -260845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -260848.250000 Penalty: 2529.953857
	Iteration 21Q: 3 clusters Score -260848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -260853.062500 Penalty: 2529.953857
	Iteration 22Q: 3 clusters Score -260853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -260855.421875 Penalty: 2529.953857
	Iteration 23Q: 3 clusters Score -260855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -260856.828125 Penalty: 2529.953857
	Iteration 24Q: 3 clusters Score -260856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -260859.031250 Penalty: 2529.953857
	Iteration 25Q: 3 clusters Score -260859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -260862.687500 Penalty: 2529.953857
	Iteration 26Q: 3 clusters Score -260862.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -260867.187500 Penalty: 2529.953857
	Iteration 27Q: 3 clusters Score -260867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -260872.046875 Penalty: 2529.953857
	Iteration 28Q: 3 clusters Score -260872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -260876.984375 Penalty: 2529.953857
	Iteration 29Q: 3 clusters Score -260877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -260881.406250 Penalty: 2529.953857
	Iteration 30Q: 3 clusters Score -260881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -260883.375000 Penalty: 2529.953857
	Iteration 31Q: 3 clusters Score -260883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260885.015625 Penalty: 2529.953857
	Iteration 32Q: 3 clusters Score -260885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -260889.109375 Penalty: 2529.953857
	Iteration 33Q: 3 clusters Score -260889.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -260893.875000 Penalty: 2529.953857
	Iteration 34Q: 3 clusters Score -260893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -260900.671875 Penalty: 2529.953857
	Iteration 35Q: 3 clusters Score -260900.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -260905.171875 Penalty: 2529.953857
	Iteration 36Q: 3 clusters Score -260905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -260906.875000 Penalty: 2529.953857
	Iteration 37Q: 3 clusters Score -260906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -260908.718750 Penalty: 2529.953857
	Iteration 38Q: 3 clusters Score -260908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -260913.453125 Penalty: 2529.953857
	Iteration 39Q: 3 clusters Score -260913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -260918.750000 Penalty: 2529.953857
	Iteration 40F: 3 clusters Score -260918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -260923.125000 Penalty: 2529.953857
	Iteration 41Q: 3 clusters Score -260923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -260928.640625 Penalty: 2529.953857
	Iteration 42Q: 3 clusters Score -260928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -260933.296875 Penalty: 2529.953857
	Iteration 43Q: 3 clusters Score -260933.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -260935.359375 Penalty: 2529.953857
	Iteration 44Q: 3 clusters Score -260935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -260937.484375 Penalty: 2529.953857
	Iteration 45Q: 3 clusters Score -260937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -260939.500000 Penalty: 2529.953857
	Iteration 46Q: 3 clusters Score -260939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -260940.703125 Penalty: 2529.953857
	Iteration 47Q: 3 clusters Score -260940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -260942.468750 Penalty: 2529.953857
	Iteration 48Q: 3 clusters Score -260942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -260942.593750 Penalty: 2529.953857
	Iteration 49Q: 3 clusters Score -260942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -260942.859375 Penalty: 2529.953857
	Iteration 50Q: 3 clusters Score -260942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -260943.531250 Penalty: 2529.953857
	Iteration 51Q: 3 clusters Score -260943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -260944.265625 Penalty: 2529.953857
	Iteration 52Q: 3 clusters Score -260944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -260947.750000 Penalty: 2529.953857
	Iteration 53Q: 3 clusters Score -260947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -260952.156250 Penalty: 2529.953857
	Iteration 54Q: 3 clusters Score -260952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -260956.375000 Penalty: 2529.953857
	Iteration 55Q: 3 clusters Score -260956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -260961.671875 Penalty: 2529.953857
	Iteration 56Q: 3 clusters Score -260961.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -260964.671875 Penalty: 2529.953857
	Iteration 57Q: 3 clusters Score -260964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -260967.093750 Penalty: 2529.953857
	Iteration 58Q: 3 clusters Score -260967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -260968.812500 Penalty: 2529.953857
	Iteration 59Q: 3 clusters Score -260968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -260970.296875 Penalty: 2529.953857
	Iteration 60F: 3 clusters Score -260970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -260972.140625 Penalty: 2529.953857
	Iteration 61Q: 3 clusters Score -260972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -260972.359375 Penalty: 2529.953857
	Iteration 62Q: 3 clusters Score -260972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -260972.531250 Penalty: 2529.953857
	Iteration 63Q: 3 clusters Score -260972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -260973.078125 Penalty: 2529.953857
	Iteration 64Q: 3 clusters Score -260973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -260973.031250 Penalty: 2529.953857
	Iteration 65Q: 3 clusters Score -260973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -260974.375000 Penalty: 2529.953857
	Iteration 66Q: 3 clusters Score -260974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -260975.718750 Penalty: 2529.953857
	Iteration 67Q: 3 clusters Score -260975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -260977.406250 Penalty: 2529.953857
	Iteration 68Q: 3 clusters Score -260977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -260978.125000 Penalty: 2529.953857
	Iteration 69Q: 3 clusters Score -260978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -260978.656250 Penalty: 2529.953857
	Iteration 70Q: 3 clusters Score -260978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -260979.515625 Penalty: 2529.953857
	Iteration 71Q: 3 clusters Score -260979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -260979.859375 Penalty: 2529.953857
	Iteration 72Q: 3 clusters Score -260979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -260980.187500 Penalty: 2529.953857
	Iteration 73Q: 3 clusters Score -260980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -260980.187500 Penalty: 2529.953857
	Iteration 74Q: 3 clusters Score -260980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260981.093750 Penalty: 2529.953857
	Iteration 75Q: 3 clusters Score -260981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -260981.328125 Penalty: 2529.953857
	Iteration 76Q: 3 clusters Score -260981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -260981.828125 Penalty: 2529.953857
	Iteration 77Q: 3 clusters Score -260981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -260981.781250 Penalty: 2529.953857
	Iteration 78Q: 3 clusters Score -260981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -260982.296875 Penalty: 2529.953857
	Iteration 79Q: 3 clusters Score -260982.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -260982.296875 Penalty: 2529.953857
	Iteration 80F: 3 clusters Score -260982.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Entering Unmasked Estep 
Score: -5294453.000000 Penalty: 1752.016479
	Iteration 0F: 2 clusters Score -5294453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5262222.500000 Penalty: 3504.032959
	Iteration 0F: 3 clusters Score -5262222 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5274879.000000 Penalty: 3504.032959
	Iteration 1F: 3 clusters Score -5274879 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5275455.000000 Penalty: 3504.032959
	Iteration 2Q: 3 clusters Score -5275455 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5276125.000000 Penalty: 3504.032959
	Iteration 3Q: 3 clusters Score -5276125 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5276942.500000 Penalty: 3504.032959
	Iteration 4Q: 3 clusters Score -5276942 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -5278174.500000 Penalty: 3504.032959
	Iteration 5F: 3 clusters Score -5278174 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -5280099.500000 Penalty: 3504.032959
	Iteration 6F: 3 clusters Score -5280100 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5282764.000000 Penalty: 3504.032959
	Iteration 7F: 3 clusters Score -5282764 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -5285906.500000 Penalty: 3504.032959
	Iteration 8F: 3 clusters Score -5285906 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5288646.500000 Penalty: 3504.032959
	Iteration 9F: 3 clusters Score -5288646 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -5290658.500000 Penalty: 3504.032959
	Iteration 10Q: 3 clusters Score -5290658 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5291818.000000 Penalty: 3504.032959
	Iteration 11Q: 3 clusters Score -5291818 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -5292372.000000 Penalty: 3504.032959
	Iteration 12Q: 3 clusters Score -5292372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5292632.500000 Penalty: 3504.032959
	Iteration 13Q: 3 clusters Score -5292632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -5292782.000000 Penalty: 3504.032959
	Iteration 14Q: 3 clusters Score -5292782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -5292844.000000 Penalty: 3504.032959
	Iteration 15Q: 3 clusters Score -5292844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -5292879.000000 Penalty: 3504.032959
	Iteration 16Q: 3 clusters Score -5292879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -5292902.500000 Penalty: 3504.032959
	Iteration 17Q: 3 clusters Score -5292902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -5292915.500000 Penalty: 3504.032959
	Iteration 18Q: 3 clusters Score -5292916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -5292933.500000 Penalty: 3504.032959
	Iteration 19Q: 3 clusters Score -5292934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -5292937.500000 Penalty: 3504.032959
	Iteration 20F: 3 clusters Score -5292938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -5292939.500000 Penalty: 3504.032959
	Iteration 21Q: 3 clusters Score -5292940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -5292938.500000 Penalty: 3504.032959
	Iteration 22Q: 3 clusters Score -5292938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -5292938.500000 Penalty: 3504.032959
	Iteration 23F: 3 clusters Score -5292938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127033 members 
Entering Unmasked Estep 
Score: -13903342.000000 Penalty: 1909.732788
	Iteration 0F: 2 clusters Score -1.390334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -13818346.000000 Penalty: 3819.465576
	Iteration 0F: 3 clusters Score -1.381835e+07 nChanged 61187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -13853640.000000 Penalty: 3819.465576
	Iteration 1F: 3 clusters Score -1.385364e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -13854137.000000 Penalty: 3819.465576
	Iteration 2Q: 3 clusters Score -1.385414e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -13854834.000000 Penalty: 3819.465576
	Iteration 3Q: 3 clusters Score -1.385483e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -13855976.000000 Penalty: 3819.465576
	Iteration 4Q: 3 clusters Score -1.385598e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -13858228.000000 Penalty: 3819.465576
	Iteration 5Q: 3 clusters Score -1.385823e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -13862805.000000 Penalty: 3819.465576
	Iteration 6F: 3 clusters Score -1.38628e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -13871212.000000 Penalty: 3819.465576
	Iteration 7F: 3 clusters Score -1.387121e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -13882830.000000 Penalty: 3819.465576
	Iteration 8F: 3 clusters Score -1.388283e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -13893719.000000 Penalty: 3819.465576
	Iteration 9F: 3 clusters Score -1.389372e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -13899328.000000 Penalty: 3819.465576
	Iteration 10Q: 3 clusters Score -1.389933e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -13901003.000000 Penalty: 3819.465576
	Iteration 11Q: 3 clusters Score -1.3901e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 126620 members 
Entering Unmasked Estep 
Score: -13901364.000000 Penalty: 3819.465576
	Iteration 12Q: 3 clusters Score -1.390136e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 126729 members 
Entering Unmasked Estep 
Score: -13901515.000000 Penalty: 3819.465576
	Iteration 13Q: 3 clusters Score -1.390152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126764 members 
Entering Unmasked Estep 
Score: -13901602.000000 Penalty: 3819.465576
	Iteration 14Q: 3 clusters Score -1.39016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -13901656.000000 Penalty: 3819.465576
	Iteration 15Q: 3 clusters Score -1.390166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -13901695.000000 Penalty: 3819.465576
	Iteration 16Q: 3 clusters Score -1.39017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -13901708.000000 Penalty: 3819.465576
	Iteration 17Q: 3 clusters Score -1.390171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -13901722.000000 Penalty: 3819.465576
	Iteration 18Q: 3 clusters Score -1.390172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -13901721.000000 Penalty: 3819.465576
	Iteration 19Q: 3 clusters Score -1.390172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -13901722.000000 Penalty: 3819.465576
	Iteration 20F: 3 clusters Score -1.390172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -13901729.000000 Penalty: 3819.465576
	Iteration 21Q: 3 clusters Score -1.390173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 126773 members 
Entering Unmasked Estep 
Score: -13901735.000000 Penalty: 3819.465576
	Iteration 22Q: 3 clusters Score -1.390174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -13901734.000000 Penalty: 3819.465576
	Iteration 23Q: 3 clusters Score -1.390173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -13901752.000000 Penalty: 3819.465576
	Iteration 24Q: 3 clusters Score -1.390175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -13901750.000000 Penalty: 3819.465576
	Iteration 25Q: 3 clusters Score -1.390175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -13901740.000000 Penalty: 3819.465576
	Iteration 26Q: 3 clusters Score -1.390174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -13901740.000000 Penalty: 3819.465576
	Iteration 27Q: 3 clusters Score -1.390174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -13901744.000000 Penalty: 3819.465576
	Iteration 28Q: 3 clusters Score -1.390174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -13901750.000000 Penalty: 3819.465576
	Iteration 29Q: 3 clusters Score -1.390175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126769 members 
Entering Unmasked Estep 
Score: -13901754.000000 Penalty: 3819.465576
	Iteration 30Q: 3 clusters Score -1.390175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126769 members 
Entering Unmasked Estep 
Score: -13901754.000000 Penalty: 3819.465576
	Iteration 31F: 3 clusters Score -1.390175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Entering Unmasked Estep 
Score: -17510130.000000 Penalty: 1948.915405
	Iteration 0F: 2 clusters Score -1.751013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -17405052.000000 Penalty: 3897.830811
	Iteration 0F: 3 clusters Score -1.740505e+07 nChanged 78154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -17452136.000000 Penalty: 3897.830811
	Iteration 1F: 3 clusters Score -1.745214e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -17453546.000000 Penalty: 3897.830811
	Iteration 2Q: 3 clusters Score -1.745355e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -17455560.000000 Penalty: 3897.830811
	Iteration 3Q: 3 clusters Score -1.745556e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -17458934.000000 Penalty: 3897.830811
	Iteration 4Q: 3 clusters Score -1.745893e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -17463902.000000 Penalty: 3897.830811
	Iteration 5F: 3 clusters Score -1.74639e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -17471426.000000 Penalty: 3897.830811
	Iteration 6F: 3 clusters Score -1.747143e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122328 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -17480618.000000 Penalty: 3897.830811
	Iteration 7F: 3 clusters Score -1.748062e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -17489562.000000 Penalty: 3897.830811
	Iteration 8F: 3 clusters Score -1.748956e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -17496924.000000 Penalty: 3897.830811
	Iteration 9F: 3 clusters Score -1.749692e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146111 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -17501980.000000 Penalty: 3897.830811
	Iteration 10Q: 3 clusters Score -1.750198e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149870 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -17504822.000000 Penalty: 3897.830811
	Iteration 11Q: 3 clusters Score -1.750482e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -17506398.000000 Penalty: 3897.830811
	Iteration 12Q: 3 clusters Score -1.75064e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154057 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -17507416.000000 Penalty: 3897.830811
	Iteration 13Q: 3 clusters Score -1.750742e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -17507944.000000 Penalty: 3897.830811
	Iteration 14Q: 3 clusters Score -1.750794e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -17508338.000000 Penalty: 3897.830811
	Iteration 15Q: 3 clusters Score -1.750834e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156792 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -17508604.000000 Penalty: 3897.830811
	Iteration 16Q: 3 clusters Score -1.75086e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -17508808.000000 Penalty: 3897.830811
	Iteration 17Q: 3 clusters Score -1.750881e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -17508848.000000 Penalty: 3897.830811
	Iteration 18Q: 3 clusters Score -1.750885e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -17508898.000000 Penalty: 3897.830811
	Iteration 19Q: 3 clusters Score -1.75089e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158277 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -17508916.000000 Penalty: 3897.830811
	Iteration 20F: 3 clusters Score -1.750892e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158495 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -17508972.000000 Penalty: 3897.830811
	Iteration 21Q: 3 clusters Score -1.750897e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158691 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -17509002.000000 Penalty: 3897.830811
	Iteration 22Q: 3 clusters Score -1.7509e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158873 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -17509024.000000 Penalty: 3897.830811
	Iteration 23Q: 3 clusters Score -1.750902e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159033 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -17509088.000000 Penalty: 3897.830811
	Iteration 24Q: 3 clusters Score -1.750909e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159166 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17509072.000000 Penalty: 3897.830811
	Iteration 25Q: 3 clusters Score -1.750907e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159273 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -17509080.000000 Penalty: 3897.830811
	Iteration 26Q: 3 clusters Score -1.750908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159357 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17509084.000000 Penalty: 3897.830811
	Iteration 27Q: 3 clusters Score -1.750908e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159442 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17509072.000000 Penalty: 3897.830811
	Iteration 28Q: 3 clusters Score -1.750907e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -17509074.000000 Penalty: 3897.830811
	Iteration 29Q: 3 clusters Score -1.750907e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -17509076.000000 Penalty: 3897.830811
	Iteration 30Q: 3 clusters Score -1.750908e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -17509068.000000 Penalty: 3897.830811
	Iteration 31Q: 3 clusters Score -1.750907e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17509074.000000 Penalty: 3897.830811
	Iteration 32Q: 3 clusters Score -1.750907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -17509106.000000 Penalty: 3897.830811
	Iteration 33Q: 3 clusters Score -1.750911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -17509096.000000 Penalty: 3897.830811
	Iteration 34Q: 3 clusters Score -1.75091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159806 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -17509106.000000 Penalty: 3897.830811
	Iteration 35Q: 3 clusters Score -1.750911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -17509104.000000 Penalty: 3897.830811
	Iteration 36Q: 3 clusters Score -1.75091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17509104.000000 Penalty: 3897.830811
	Iteration 37Q: 3 clusters Score -1.75091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17509128.000000 Penalty: 3897.830811
	Iteration 38Q: 3 clusters Score -1.750913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17509102.000000 Penalty: 3897.830811
	Iteration 39Q: 3 clusters Score -1.75091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -17509114.000000 Penalty: 3897.830811
	Iteration 40F: 3 clusters Score -1.750911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17509108.000000 Penalty: 3897.830811
	Iteration 41Q: 3 clusters Score -1.750911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -17509114.000000 Penalty: 3897.830811
	Iteration 42Q: 3 clusters Score -1.750911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159935 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -17509108.000000 Penalty: 3897.830811
	Iteration 43Q: 3 clusters Score -1.750911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159941 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -17509122.000000 Penalty: 3897.830811
	Iteration 44Q: 3 clusters Score -1.750912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17509126.000000 Penalty: 3897.830811
	Iteration 45Q: 3 clusters Score -1.750913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17509130.000000 Penalty: 3897.830811
	Iteration 46Q: 3 clusters Score -1.750913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -17509138.000000 Penalty: 3897.830811
	Iteration 47Q: 3 clusters Score -1.750914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -17509130.000000 Penalty: 3897.830811
	Iteration 48Q: 3 clusters Score -1.750913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -17509126.000000 Penalty: 3897.830811
	Iteration 49Q: 3 clusters Score -1.750913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -17509136.000000 Penalty: 3897.830811
	Iteration 50Q: 3 clusters Score -1.750914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17509130.000000 Penalty: 3897.830811
	Iteration 51Q: 3 clusters Score -1.750913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -17509132.000000 Penalty: 3897.830811
	Iteration 52Q: 3 clusters Score -1.750913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -17509136.000000 Penalty: 3897.830811
	Iteration 53Q: 3 clusters Score -1.750914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17509128.000000 Penalty: 3897.830811
	Iteration 54Q: 3 clusters Score -1.750913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17509128.000000 Penalty: 3897.830811
	Iteration 55F: 3 clusters Score -1.750913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -397963.718750 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -397963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -394816.406250 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -394816.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -395709.656250 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -395709.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -395903.156250 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -395903.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -396032.187500 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -396032.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -396126.937500 Penalty: 2668.113525
	Iteration 4Q: 3 clusters Score -396126.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -396204.500000 Penalty: 2668.113525
	Iteration 5Q: 3 clusters Score -396204.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -396279.125000 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -396279.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -396344.750000 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -396344.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -396409.218750 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -396409.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -396478.593750 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -396478.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -396571.531250 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -396571.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -396659.843750 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -396659.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -396741.062500 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -396741.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -396816.031250 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -396816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -396876.468750 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -396876.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -396925.250000 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -396925.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -396965.937500 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -396965.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -396986.718750 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -396986.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -396997.812500 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -396997.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -397007.000000 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -397007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -397017.281250 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -397017.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -397024.406250 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -397024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -397028.687500 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -397028.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -397030.812500 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -397030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -397033.187500 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -397033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -397034.968750 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -397035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -397034.125000 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -397034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -397034.625000 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -397034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -397034.531250 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -397034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -397034.531250 Penalty: 2668.113525
	Iteration 29F: 3 clusters Score -397034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Entering Unmasked Estep 
Score: -2374887.000000 Penalty: 1620.705566
	Iteration 0F: 2 clusters Score -2374887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2360201.000000 Penalty: 3241.411133
	Iteration 0F: 3 clusters Score -2360201 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2365576.750000 Penalty: 3241.411133
	Iteration 1F: 3 clusters Score -2365577 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2365896.500000 Penalty: 3241.411133
	Iteration 2Q: 3 clusters Score -2365896 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2366188.000000 Penalty: 3241.411133
	Iteration 3Q: 3 clusters Score -2366188 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2366458.250000 Penalty: 3241.411133
	Iteration 4Q: 3 clusters Score -2366458 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2366682.000000 Penalty: 3241.411133
	Iteration 5Q: 3 clusters Score -2366682 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2366971.750000 Penalty: 3241.411133
	Iteration 6Q: 3 clusters Score -2366972 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2367390.250000 Penalty: 3241.411133
	Iteration 7Q: 3 clusters Score -2367390 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2367957.500000 Penalty: 3241.411133
	Iteration 8Q: 3 clusters Score -2367958 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2368767.000000 Penalty: 3241.411133
	Iteration 9F: 3 clusters Score -2368767 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2369749.750000 Penalty: 3241.411133
	Iteration 10F: 3 clusters Score -2369750 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2370704.750000 Penalty: 3241.411133
	Iteration 11F: 3 clusters Score -2370705 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2371441.750000 Penalty: 3241.411133
	Iteration 12Q: 3 clusters Score -2371442 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2371882.750000 Penalty: 3241.411133
	Iteration 13Q: 3 clusters Score -2371883 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2372177.000000 Penalty: 3241.411133
	Iteration 14Q: 3 clusters Score -2372177 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2372345.000000 Penalty: 3241.411133
	Iteration 15Q: 3 clusters Score -2372345 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2372484.750000 Penalty: 3241.411133
	Iteration 16Q: 3 clusters Score -2372485 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2372570.250000 Penalty: 3241.411133
	Iteration 17Q: 3 clusters Score -2372570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2372647.750000 Penalty: 3241.411133
	Iteration 18Q: 3 clusters Score -2372648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2372720.750000 Penalty: 3241.411133
	Iteration 19Q: 3 clusters Score -2372721 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2372776.750000 Penalty: 3241.411133
	Iteration 20F: 3 clusters Score -2372777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2372836.000000 Penalty: 3241.411133
	Iteration 21Q: 3 clusters Score -2372836 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2372884.250000 Penalty: 3241.411133
	Iteration 22Q: 3 clusters Score -2372884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2372933.500000 Penalty: 3241.411133
	Iteration 23Q: 3 clusters Score -2372934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2372968.500000 Penalty: 3241.411133
	Iteration 24Q: 3 clusters Score -2372968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2373010.250000 Penalty: 3241.411133
	Iteration 25Q: 3 clusters Score -2373010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2373045.250000 Penalty: 3241.411133
	Iteration 26Q: 3 clusters Score -2373045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2373089.250000 Penalty: 3241.411133
	Iteration 27Q: 3 clusters Score -2373089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2373129.500000 Penalty: 3241.411133
	Iteration 28Q: 3 clusters Score -2373130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2373159.000000 Penalty: 3241.411133
	Iteration 29Q: 3 clusters Score -2373159 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2373193.000000 Penalty: 3241.411133
	Iteration 30Q: 3 clusters Score -2373193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2373210.250000 Penalty: 3241.411133
	Iteration 31Q: 3 clusters Score -2373210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2373232.750000 Penalty: 3241.411133
	Iteration 32Q: 3 clusters Score -2373233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2373251.500000 Penalty: 3241.411133
	Iteration 33Q: 3 clusters Score -2373252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2373274.000000 Penalty: 3241.411133
	Iteration 34Q: 3 clusters Score -2373274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2373289.250000 Penalty: 3241.411133
	Iteration 35Q: 3 clusters Score -2373289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2373297.750000 Penalty: 3241.411133
	Iteration 36Q: 3 clusters Score -2373298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2373319.250000 Penalty: 3241.411133
	Iteration 37Q: 3 clusters Score -2373319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2373332.250000 Penalty: 3241.411133
	Iteration 38Q: 3 clusters Score -2373332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2373343.000000 Penalty: 3241.411133
	Iteration 39Q: 3 clusters Score -2373343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2373347.000000 Penalty: 3241.411133
	Iteration 40F: 3 clusters Score -2373347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2373361.500000 Penalty: 3241.411133
	Iteration 41Q: 3 clusters Score -2373362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2373371.500000 Penalty: 3241.411133
	Iteration 42Q: 3 clusters Score -2373372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2373377.750000 Penalty: 3241.411133
	Iteration 43Q: 3 clusters Score -2373378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2373395.750000 Penalty: 3241.411133
	Iteration 44Q: 3 clusters Score -2373396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2373401.500000 Penalty: 3241.411133
	Iteration 45Q: 3 clusters Score -2373402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2373407.250000 Penalty: 3241.411133
	Iteration 46Q: 3 clusters Score -2373407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2373415.250000 Penalty: 3241.411133
	Iteration 47Q: 3 clusters Score -2373415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2373419.500000 Penalty: 3241.411133
	Iteration 48Q: 3 clusters Score -2373420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2373426.750000 Penalty: 3241.411133
	Iteration 49Q: 3 clusters Score -2373427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2373428.250000 Penalty: 3241.411133
	Iteration 50Q: 3 clusters Score -2373428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2373429.250000 Penalty: 3241.411133
	Iteration 51Q: 3 clusters Score -2373429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2373433.500000 Penalty: 3241.411133
	Iteration 52Q: 3 clusters Score -2373434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2373435.500000 Penalty: 3241.411133
	Iteration 53Q: 3 clusters Score -2373436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2373434.000000 Penalty: 3241.411133
	Iteration 54Q: 3 clusters Score -2373434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2373434.750000 Penalty: 3241.411133
	Iteration 55Q: 3 clusters Score -2373435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2373434.250000 Penalty: 3241.411133
	Iteration 56Q: 3 clusters Score -2373434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2373435.250000 Penalty: 3241.411133
	Iteration 57Q: 3 clusters Score -2373435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2373444.750000 Penalty: 3241.411133
	Iteration 58Q: 3 clusters Score -2373445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2373447.500000 Penalty: 3241.411133
	Iteration 59Q: 3 clusters Score -2373448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2373450.750000 Penalty: 3241.411133
	Iteration 60F: 3 clusters Score -2373451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2373451.750000 Penalty: 3241.411133
	Iteration 61Q: 3 clusters Score -2373452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2373454.500000 Penalty: 3241.411133
	Iteration 62Q: 3 clusters Score -2373454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2373453.250000 Penalty: 3241.411133
	Iteration 63Q: 3 clusters Score -2373453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2373453.750000 Penalty: 3241.411133
	Iteration 64Q: 3 clusters Score -2373454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2373456.500000 Penalty: 3241.411133
	Iteration 65Q: 3 clusters Score -2373456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2373456.500000 Penalty: 3241.411133
	Iteration 66F: 3 clusters Score -2373456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Entering Unmasked Estep 
Score: -4801339.500000 Penalty: 1744.027344
	Iteration 0F: 2 clusters Score -4801340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4770678.000000 Penalty: 3488.054688
	Iteration 0F: 3 clusters Score -4770678 nChanged 21409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4782909.500000 Penalty: 3488.054688
	Iteration 1F: 3 clusters Score -4782910 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -4783766.500000 Penalty: 3488.054688
	Iteration 2Q: 3 clusters Score -4783766 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -4784855.500000 Penalty: 3488.054688
	Iteration 3Q: 3 clusters Score -4784856 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4786264.500000 Penalty: 3488.054688
	Iteration 4F: 3 clusters Score -4786264 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4787862.000000 Penalty: 3488.054688
	Iteration 5F: 3 clusters Score -4787862 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4789605.000000 Penalty: 3488.054688
	Iteration 6F: 3 clusters Score -4789605 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4791321.500000 Penalty: 3488.054688
	Iteration 7F: 3 clusters Score -4791322 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4792872.000000 Penalty: 3488.054688
	Iteration 8F: 3 clusters Score -4792872 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4794141.500000 Penalty: 3488.054688
	Iteration 9Q: 3 clusters Score -4794142 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4795094.000000 Penalty: 3488.054688
	Iteration 10Q: 3 clusters Score -4795094 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4795881.000000 Penalty: 3488.054688
	Iteration 11Q: 3 clusters Score -4795881 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4796500.000000 Penalty: 3488.054688
	Iteration 12Q: 3 clusters Score -4796500 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4796973.500000 Penalty: 3488.054688
	Iteration 13Q: 3 clusters Score -4796974 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -4797331.500000 Penalty: 3488.054688
	Iteration 14Q: 3 clusters Score -4797332 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4797650.000000 Penalty: 3488.054688
	Iteration 15Q: 3 clusters Score -4797650 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4797914.000000 Penalty: 3488.054688
	Iteration 16Q: 3 clusters Score -4797914 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -4798145.000000 Penalty: 3488.054688
	Iteration 17Q: 3 clusters Score -4798145 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4798347.000000 Penalty: 3488.054688
	Iteration 18Q: 3 clusters Score -4798347 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -4798533.000000 Penalty: 3488.054688
	Iteration 19Q: 3 clusters Score -4798533 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -4798698.000000 Penalty: 3488.054688
	Iteration 20F: 3 clusters Score -4798698 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -4798802.000000 Penalty: 3488.054688
	Iteration 21Q: 3 clusters Score -4798802 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4798932.000000 Penalty: 3488.054688
	Iteration 22Q: 3 clusters Score -4798932 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4799041.500000 Penalty: 3488.054688
	Iteration 23Q: 3 clusters Score -4799042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -4799138.500000 Penalty: 3488.054688
	Iteration 24Q: 3 clusters Score -4799138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -4799235.500000 Penalty: 3488.054688
	Iteration 25Q: 3 clusters Score -4799236 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -4799333.000000 Penalty: 3488.054688
	Iteration 26Q: 3 clusters Score -4799333 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4799394.500000 Penalty: 3488.054688
	Iteration 27Q: 3 clusters Score -4799394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -4799503.000000 Penalty: 3488.054688
	Iteration 28Q: 3 clusters Score -4799503 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -4799577.500000 Penalty: 3488.054688
	Iteration 29Q: 3 clusters Score -4799578 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -4799644.500000 Penalty: 3488.054688
	Iteration 30Q: 3 clusters Score -4799644 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -4799723.000000 Penalty: 3488.054688
	Iteration 31Q: 3 clusters Score -4799723 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -4799775.000000 Penalty: 3488.054688
	Iteration 32Q: 3 clusters Score -4799775 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -4799838.500000 Penalty: 3488.054688
	Iteration 33Q: 3 clusters Score -4799838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -4799908.000000 Penalty: 3488.054688
	Iteration 34Q: 3 clusters Score -4799908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -4799994.000000 Penalty: 3488.054688
	Iteration 35Q: 3 clusters Score -4799994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -4800050.000000 Penalty: 3488.054688
	Iteration 36Q: 3 clusters Score -4800050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -4800101.000000 Penalty: 3488.054688
	Iteration 37Q: 3 clusters Score -4800101 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -4800147.000000 Penalty: 3488.054688
	Iteration 38Q: 3 clusters Score -4800147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -4800169.500000 Penalty: 3488.054688
	Iteration 39Q: 3 clusters Score -4800170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -4800225.000000 Penalty: 3488.054688
	Iteration 40F: 3 clusters Score -4800225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4800257.000000 Penalty: 3488.054688
	Iteration 41Q: 3 clusters Score -4800257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -4800284.500000 Penalty: 3488.054688
	Iteration 42Q: 3 clusters Score -4800284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -4800317.000000 Penalty: 3488.054688
	Iteration 43Q: 3 clusters Score -4800317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -4800339.000000 Penalty: 3488.054688
	Iteration 44Q: 3 clusters Score -4800339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -4800356.500000 Penalty: 3488.054688
	Iteration 45Q: 3 clusters Score -4800356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -4800382.500000 Penalty: 3488.054688
	Iteration 46Q: 3 clusters Score -4800382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -4800402.500000 Penalty: 3488.054688
	Iteration 47Q: 3 clusters Score -4800402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -4800410.500000 Penalty: 3488.054688
	Iteration 48Q: 3 clusters Score -4800410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -4800425.000000 Penalty: 3488.054688
	Iteration 49Q: 3 clusters Score -4800425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -4800446.500000 Penalty: 3488.054688
	Iteration 50Q: 3 clusters Score -4800446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -4800460.500000 Penalty: 3488.054688
	Iteration 51Q: 3 clusters Score -4800460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -4800469.500000 Penalty: 3488.054688
	Iteration 52Q: 3 clusters Score -4800470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -4800469.500000 Penalty: 3488.054688
	Iteration 53Q: 3 clusters Score -4800470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -4800474.000000 Penalty: 3488.054688
	Iteration 54Q: 3 clusters Score -4800474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -4800475.500000 Penalty: 3488.054688
	Iteration 55Q: 3 clusters Score -4800476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -4800478.000000 Penalty: 3488.054688
	Iteration 56Q: 3 clusters Score -4800478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -4800481.000000 Penalty: 3488.054688
	Iteration 57Q: 3 clusters Score -4800481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -4800482.000000 Penalty: 3488.054688
	Iteration 58Q: 3 clusters Score -4800482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -4800482.000000 Penalty: 3488.054688
	Iteration 59F: 3 clusters Score -4800482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -262124.484375 Penalty: 1271.472412
	Iteration 0F: 2 clusters Score -262124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -259714.921875 Penalty: 2542.944824
	Iteration 0F: 3 clusters Score -259714.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260245.171875 Penalty: 2542.944824
	Iteration 1F: 3 clusters Score -260245.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260353.171875 Penalty: 2542.944824
	Iteration 2F: 3 clusters Score -260353.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -260407.921875 Penalty: 2542.944824
	Iteration 3Q: 3 clusters Score -260407.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260436.000000 Penalty: 2542.944824
	Iteration 4Q: 3 clusters Score -260436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260459.203125 Penalty: 2542.944824
	Iteration 5Q: 3 clusters Score -260459.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -260479.031250 Penalty: 2542.944824
	Iteration 6Q: 3 clusters Score -260479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -260497.171875 Penalty: 2542.944824
	Iteration 7Q: 3 clusters Score -260497.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260507.750000 Penalty: 2542.944824
	Iteration 8Q: 3 clusters Score -260507.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -260518.812500 Penalty: 2542.944824
	Iteration 9Q: 3 clusters Score -260518.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -260527.203125 Penalty: 2542.944824
	Iteration 10Q: 3 clusters Score -260527.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -260534.187500 Penalty: 2542.944824
	Iteration 11Q: 3 clusters Score -260534.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260541.718750 Penalty: 2542.944824
	Iteration 12Q: 3 clusters Score -260541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -260548.312500 Penalty: 2542.944824
	Iteration 13Q: 3 clusters Score -260548.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -260558.390625 Penalty: 2542.944824
	Iteration 14Q: 3 clusters Score -260558.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -260569.750000 Penalty: 2542.944824
	Iteration 15Q: 3 clusters Score -260569.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -260579.609375 Penalty: 2542.944824
	Iteration 16Q: 3 clusters Score -260579.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -260588.890625 Penalty: 2542.944824
	Iteration 17Q: 3 clusters Score -260588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -260596.093750 Penalty: 2542.944824
	Iteration 18Q: 3 clusters Score -260596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260600.187500 Penalty: 2542.944824
	Iteration 19Q: 3 clusters Score -260600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260602.515625 Penalty: 2542.944824
	Iteration 20F: 3 clusters Score -260602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -260607.484375 Penalty: 2542.944824
	Iteration 21Q: 3 clusters Score -260607.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -260613.218750 Penalty: 2542.944824
	Iteration 22Q: 3 clusters Score -260613.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -260616.375000 Penalty: 2542.944824
	Iteration 23Q: 3 clusters Score -260616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -260617.875000 Penalty: 2542.944824
	Iteration 24Q: 3 clusters Score -260617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -260618.125000 Penalty: 2542.944824
	Iteration 25Q: 3 clusters Score -260618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -260619.468750 Penalty: 2542.944824
	Iteration 26Q: 3 clusters Score -260619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260620.312500 Penalty: 2542.944824
	Iteration 27Q: 3 clusters Score -260620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -260621.031250 Penalty: 2542.944824
	Iteration 28Q: 3 clusters Score -260621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -260621.031250 Penalty: 2542.944824
	Iteration 29F: 3 clusters Score -260621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Entering Unmasked Estep 
Score: -8304996.000000 Penalty: 1825.366821
	Iteration 0F: 2 clusters Score -8304996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8254509.000000 Penalty: 3650.733643
	Iteration 0F: 3 clusters Score -8254509 nChanged 35876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -8275055.000000 Penalty: 3650.733643
	Iteration 1F: 3 clusters Score -8275055 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -8275607.000000 Penalty: 3650.733643
	Iteration 2Q: 3 clusters Score -8275607 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8276260.000000 Penalty: 3650.733643
	Iteration 3Q: 3 clusters Score -8276260 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8277247.000000 Penalty: 3650.733643
	Iteration 4Q: 3 clusters Score -8277247 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8278885.500000 Penalty: 3650.733643
	Iteration 5Q: 3 clusters Score -8278886 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -8281774.500000 Penalty: 3650.733643
	Iteration 6F: 3 clusters Score -8281774 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -8286131.000000 Penalty: 3650.733643
	Iteration 7F: 3 clusters Score -8286131 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -8292010.000000 Penalty: 3650.733643
	Iteration 8F: 3 clusters Score -8292010 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -8297182.000000 Penalty: 3650.733643
	Iteration 9F: 3 clusters Score -8297182 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -8300638.500000 Penalty: 3650.733643
	Iteration 10Q: 3 clusters Score -8300638 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -8302246.500000 Penalty: 3650.733643
	Iteration 11Q: 3 clusters Score -8302246 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -8303105.500000 Penalty: 3650.733643
	Iteration 12Q: 3 clusters Score -8303106 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -8303496.000000 Penalty: 3650.733643
	Iteration 13Q: 3 clusters Score -8303496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -8303685.000000 Penalty: 3650.733643
	Iteration 14Q: 3 clusters Score -8303685 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -8303774.500000 Penalty: 3650.733643
	Iteration 15Q: 3 clusters Score -8303774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -8303812.000000 Penalty: 3650.733643
	Iteration 16Q: 3 clusters Score -8303812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -8303835.500000 Penalty: 3650.733643
	Iteration 17Q: 3 clusters Score -8303836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -8303861.000000 Penalty: 3650.733643
	Iteration 18Q: 3 clusters Score -8303861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -8303846.000000 Penalty: 3650.733643
	Iteration 19Q: 3 clusters Score -8303846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -8303864.500000 Penalty: 3650.733643
	Iteration 20F: 3 clusters Score -8303864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -8303866.500000 Penalty: 3650.733643
	Iteration 21Q: 3 clusters Score -8303866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -8303869.000000 Penalty: 3650.733643
	Iteration 22Q: 3 clusters Score -8303869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -8303873.500000 Penalty: 3650.733643
	Iteration 23Q: 3 clusters Score -8303874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -8303880.500000 Penalty: 3650.733643
	Iteration 24Q: 3 clusters Score -8303880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -8303878.500000 Penalty: 3650.733643
	Iteration 25Q: 3 clusters Score -8303878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -8303879.500000 Penalty: 3650.733643
	Iteration 26Q: 3 clusters Score -8303880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -8303879.000000 Penalty: 3650.733643
	Iteration 27Q: 3 clusters Score -8303879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -8303878.500000 Penalty: 3650.733643
	Iteration 28Q: 3 clusters Score -8303878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -8303885.000000 Penalty: 3650.733643
	Iteration 29Q: 3 clusters Score -8303885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -8303888.500000 Penalty: 3650.733643
	Iteration 30Q: 3 clusters Score -8303888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -8303882.000000 Penalty: 3650.733643
	Iteration 31Q: 3 clusters Score -8303882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -8303887.000000 Penalty: 3650.733643
	Iteration 32Q: 3 clusters Score -8303887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -8303891.000000 Penalty: 3650.733643
	Iteration 33Q: 3 clusters Score -8303891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -8303890.500000 Penalty: 3650.733643
	Iteration 34Q: 3 clusters Score -8303890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -8303895.500000 Penalty: 3650.733643
	Iteration 35Q: 3 clusters Score -8303896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -8303899.000000 Penalty: 3650.733643
	Iteration 36Q: 3 clusters Score -8303899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -8303899.500000 Penalty: 3650.733643
	Iteration 37Q: 3 clusters Score -8303900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -8303897.500000 Penalty: 3650.733643
	Iteration 38Q: 3 clusters Score -8303898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -8303896.000000 Penalty: 3650.733643
	Iteration 39Q: 3 clusters Score -8303896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -8303896.000000 Penalty: 3650.733643
	Iteration 40F: 3 clusters Score -8303896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -282112.625000 Penalty: 1289.532959
	Iteration 0F: 2 clusters Score -282112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -279538.093750 Penalty: 2579.065918
	Iteration 0F: 3 clusters Score -279538.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -280156.937500 Penalty: 2579.065918
	Iteration 1F: 3 clusters Score -280156.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -280277.281250 Penalty: 2579.065918
	Iteration 2F: 3 clusters Score -280277.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -280346.750000 Penalty: 2579.065918
	Iteration 3Q: 3 clusters Score -280346.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -280402.281250 Penalty: 2579.065918
	Iteration 4Q: 3 clusters Score -280402.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -280464.406250 Penalty: 2579.065918
	Iteration 5Q: 3 clusters Score -280464.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -280539.031250 Penalty: 2579.065918
	Iteration 6Q: 3 clusters Score -280539 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -280649.187500 Penalty: 2579.065918
	Iteration 7Q: 3 clusters Score -280649.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -280814.687500 Penalty: 2579.065918
	Iteration 8Q: 3 clusters Score -280814.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -281034.125000 Penalty: 2579.065918
	Iteration 9Q: 3 clusters Score -281034.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -281196.656250 Penalty: 2579.065918
	Iteration 10F: 3 clusters Score -281196.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -281326.250000 Penalty: 2579.065918
	Iteration 11F: 3 clusters Score -281326.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -281403.656250 Penalty: 2579.065918
	Iteration 12Q: 3 clusters Score -281403.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -281466.500000 Penalty: 2579.065918
	Iteration 13Q: 3 clusters Score -281466.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -281513.062500 Penalty: 2579.065918
	Iteration 14Q: 3 clusters Score -281513.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281548.750000 Penalty: 2579.065918
	Iteration 15Q: 3 clusters Score -281548.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -281575.437500 Penalty: 2579.065918
	Iteration 16Q: 3 clusters Score -281575.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -281593.875000 Penalty: 2579.065918
	Iteration 17Q: 3 clusters Score -281593.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -281614.656250 Penalty: 2579.065918
	Iteration 18Q: 3 clusters Score -281614.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -281632.781250 Penalty: 2579.065918
	Iteration 19Q: 3 clusters Score -281632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -281654.437500 Penalty: 2579.065918
	Iteration 20F: 3 clusters Score -281654.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281668.187500 Penalty: 2579.065918
	Iteration 21Q: 3 clusters Score -281668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -281678.812500 Penalty: 2579.065918
	Iteration 22Q: 3 clusters Score -281678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -281687.218750 Penalty: 2579.065918
	Iteration 23Q: 3 clusters Score -281687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -281692.937500 Penalty: 2579.065918
	Iteration 24Q: 3 clusters Score -281692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -281697.593750 Penalty: 2579.065918
	Iteration 25Q: 3 clusters Score -281697.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281702.500000 Penalty: 2579.065918
	Iteration 26Q: 3 clusters Score -281702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -281704.312500 Penalty: 2579.065918
	Iteration 27Q: 3 clusters Score -281704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -281706.250000 Penalty: 2579.065918
	Iteration 28Q: 3 clusters Score -281706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -281707.187500 Penalty: 2579.065918
	Iteration 29Q: 3 clusters Score -281707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281708.187500 Penalty: 2579.065918
	Iteration 30Q: 3 clusters Score -281708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -281711.156250 Penalty: 2579.065918
	Iteration 31Q: 3 clusters Score -281711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -281713.593750 Penalty: 2579.065918
	Iteration 32Q: 3 clusters Score -281713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -281717.187500 Penalty: 2579.065918
	Iteration 33Q: 3 clusters Score -281717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -281719.062500 Penalty: 2579.065918
	Iteration 34Q: 3 clusters Score -281719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281718.906250 Penalty: 2579.065918
	Iteration 35Q: 3 clusters Score -281718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281719.250000 Penalty: 2579.065918
	Iteration 36Q: 3 clusters Score -281719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281719.250000 Penalty: 2579.065918
	Iteration 37F: 3 clusters Score -281719.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -164759.531250 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -164759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162982.156250 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -162982.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163285.890625 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -163285.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -163348.281250 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -163348.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -163386.046875 Penalty: 2378.525391
	Iteration 3Q: 3 clusters Score -163386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163410.921875 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -163410.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163432.203125 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -163432.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163446.109375 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -163446.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163453.921875 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -163453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -163456.421875 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -163456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -163458.250000 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -163458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163460.343750 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -163460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -163461.546875 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -163461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163463.859375 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -163463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163465.531250 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -163465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163466.187500 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -163466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163466.421875 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -163466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163466.421875 Penalty: 2378.525391
	Iteration 16F: 3 clusters Score -163466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -577858.000000 Penalty: 1391.538452
	Iteration 0F: 2 clusters Score -577858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -573712.937500 Penalty: 2783.076904
	Iteration 0F: 3 clusters Score -573712.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -574892.562500 Penalty: 2783.076904
	Iteration 1F: 3 clusters Score -574892.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -575050.625000 Penalty: 2783.076904
	Iteration 2F: 3 clusters Score -575050.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -575149.750000 Penalty: 2783.076904
	Iteration 3Q: 3 clusters Score -575149.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -575222.437500 Penalty: 2783.076904
	Iteration 4Q: 3 clusters Score -575222.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -575269.125000 Penalty: 2783.076904
	Iteration 5Q: 3 clusters Score -575269.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -575309.250000 Penalty: 2783.076904
	Iteration 6Q: 3 clusters Score -575309.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -575348.750000 Penalty: 2783.076904
	Iteration 7Q: 3 clusters Score -575348.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -575387.375000 Penalty: 2783.076904
	Iteration 8Q: 3 clusters Score -575387.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -575424.812500 Penalty: 2783.076904
	Iteration 9Q: 3 clusters Score -575424.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -575472.250000 Penalty: 2783.076904
	Iteration 10Q: 3 clusters Score -575472.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -575529.062500 Penalty: 2783.076904
	Iteration 11Q: 3 clusters Score -575529.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -575591.687500 Penalty: 2783.076904
	Iteration 12Q: 3 clusters Score -575591.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -575670.250000 Penalty: 2783.076904
	Iteration 13Q: 3 clusters Score -575670.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -575756.562500 Penalty: 2783.076904
	Iteration 14Q: 3 clusters Score -575756.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -575848.625000 Penalty: 2783.076904
	Iteration 15Q: 3 clusters Score -575848.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -575933.062500 Penalty: 2783.076904
	Iteration 16Q: 3 clusters Score -575933.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -576015.937500 Penalty: 2783.076904
	Iteration 17Q: 3 clusters Score -576015.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -576085.437500 Penalty: 2783.076904
	Iteration 18Q: 3 clusters Score -576085.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -576140.562500 Penalty: 2783.076904
	Iteration 19Q: 3 clusters Score -576140.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -576200.562500 Penalty: 2783.076904
	Iteration 20F: 3 clusters Score -576200.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -576255.312500 Penalty: 2783.076904
	Iteration 21Q: 3 clusters Score -576255.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -576298.312500 Penalty: 2783.076904
	Iteration 22Q: 3 clusters Score -576298.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -576343.125000 Penalty: 2783.076904
	Iteration 23Q: 3 clusters Score -576343.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -576374.750000 Penalty: 2783.076904
	Iteration 24Q: 3 clusters Score -576374.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -576400.812500 Penalty: 2783.076904
	Iteration 25Q: 3 clusters Score -576400.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -576420.250000 Penalty: 2783.076904
	Iteration 26Q: 3 clusters Score -576420.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -576445.062500 Penalty: 2783.076904
	Iteration 27Q: 3 clusters Score -576445.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -576464.375000 Penalty: 2783.076904
	Iteration 28Q: 3 clusters Score -576464.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -576480.312500 Penalty: 2783.076904
	Iteration 29Q: 3 clusters Score -576480.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -576492.250000 Penalty: 2783.076904
	Iteration 30Q: 3 clusters Score -576492.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -576501.312500 Penalty: 2783.076904
	Iteration 31Q: 3 clusters Score -576501.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -576508.750000 Penalty: 2783.076904
	Iteration 32Q: 3 clusters Score -576508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -576517.625000 Penalty: 2783.076904
	Iteration 33Q: 3 clusters Score -576517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -576523.875000 Penalty: 2783.076904
	Iteration 34Q: 3 clusters Score -576523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -576530.125000 Penalty: 2783.076904
	Iteration 35Q: 3 clusters Score -576530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -576534.312500 Penalty: 2783.076904
	Iteration 36Q: 3 clusters Score -576534.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -576537.937500 Penalty: 2783.076904
	Iteration 37Q: 3 clusters Score -576537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -576540.562500 Penalty: 2783.076904
	Iteration 38Q: 3 clusters Score -576540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -576545.625000 Penalty: 2783.076904
	Iteration 39Q: 3 clusters Score -576545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -576553.187500 Penalty: 2783.076904
	Iteration 40F: 3 clusters Score -576553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -576559.500000 Penalty: 2783.076904
	Iteration 41Q: 3 clusters Score -576559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -576566.312500 Penalty: 2783.076904
	Iteration 42Q: 3 clusters Score -576566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -576571.250000 Penalty: 2783.076904
	Iteration 43Q: 3 clusters Score -576571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -576578.687500 Penalty: 2783.076904
	Iteration 44Q: 3 clusters Score -576578.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -576586.000000 Penalty: 2783.076904
	Iteration 45Q: 3 clusters Score -576586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -576590.187500 Penalty: 2783.076904
	Iteration 46Q: 3 clusters Score -576590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -576592.500000 Penalty: 2783.076904
	Iteration 47Q: 3 clusters Score -576592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -576594.125000 Penalty: 2783.076904
	Iteration 48Q: 3 clusters Score -576594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -576599.000000 Penalty: 2783.076904
	Iteration 49Q: 3 clusters Score -576599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -576604.812500 Penalty: 2783.076904
	Iteration 50Q: 3 clusters Score -576604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -576609.812500 Penalty: 2783.076904
	Iteration 51Q: 3 clusters Score -576609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -576614.000000 Penalty: 2783.076904
	Iteration 52Q: 3 clusters Score -576614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -576620.187500 Penalty: 2783.076904
	Iteration 53Q: 3 clusters Score -576620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -576623.937500 Penalty: 2783.076904
	Iteration 54Q: 3 clusters Score -576623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -576623.875000 Penalty: 2783.076904
	Iteration 55Q: 3 clusters Score -576623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -576623.875000 Penalty: 2783.076904
	Iteration 56F: 3 clusters Score -576623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -1115708.875000 Penalty: 1498.071777
	Iteration 0F: 2 clusters Score -1115709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1108503.875000 Penalty: 2996.143555
	Iteration 0F: 3 clusters Score -1108504 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1110940.125000 Penalty: 2996.143555
	Iteration 1F: 3 clusters Score -1110940 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1111522.625000 Penalty: 2996.143555
	Iteration 2F: 3 clusters Score -1111523 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1112349.375000 Penalty: 2996.143555
	Iteration 3F: 3 clusters Score -1112349 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1113065.875000 Penalty: 2996.143555
	Iteration 4F: 3 clusters Score -1113066 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1113708.750000 Penalty: 2996.143555
	Iteration 5F: 3 clusters Score -1113709 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1114289.500000 Penalty: 2996.143555
	Iteration 6F: 3 clusters Score -1114290 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1114786.750000 Penalty: 2996.143555
	Iteration 7F: 3 clusters Score -1114787 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1115157.875000 Penalty: 2996.143555
	Iteration 8Q: 3 clusters Score -1115158 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1115408.625000 Penalty: 2996.143555
	Iteration 9Q: 3 clusters Score -1115409 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1115609.375000 Penalty: 2996.143555
	Iteration 10Q: 3 clusters Score -1115609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1115761.625000 Penalty: 2996.143555
	Iteration 11Q: 3 clusters Score -1115762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1115856.500000 Penalty: 2996.143555
	Iteration 12Q: 3 clusters Score -1115856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1115915.375000 Penalty: 2996.143555
	Iteration 13Q: 3 clusters Score -1115915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1115964.625000 Penalty: 2996.143555
	Iteration 14Q: 3 clusters Score -1115965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1115992.750000 Penalty: 2996.143555
	Iteration 15Q: 3 clusters Score -1115993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1116011.500000 Penalty: 2996.143555
	Iteration 16Q: 3 clusters Score -1116012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1116027.250000 Penalty: 2996.143555
	Iteration 17Q: 3 clusters Score -1116027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1116039.250000 Penalty: 2996.143555
	Iteration 18Q: 3 clusters Score -1116039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1116045.125000 Penalty: 2996.143555
	Iteration 19Q: 3 clusters Score -1116045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1116053.625000 Penalty: 2996.143555
	Iteration 20F: 3 clusters Score -1116054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1116062.875000 Penalty: 2996.143555
	Iteration 21Q: 3 clusters Score -1116063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1116076.875000 Penalty: 2996.143555
	Iteration 22Q: 3 clusters Score -1116077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1116083.125000 Penalty: 2996.143555
	Iteration 23Q: 3 clusters Score -1116083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1116085.875000 Penalty: 2996.143555
	Iteration 24Q: 3 clusters Score -1116086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1116093.250000 Penalty: 2996.143555
	Iteration 25Q: 3 clusters Score -1116093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1116093.875000 Penalty: 2996.143555
	Iteration 26Q: 3 clusters Score -1116094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1116094.375000 Penalty: 2996.143555
	Iteration 27Q: 3 clusters Score -1116094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1116095.500000 Penalty: 2996.143555
	Iteration 28Q: 3 clusters Score -1116096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1116097.000000 Penalty: 2996.143555
	Iteration 29Q: 3 clusters Score -1116097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1116097.875000 Penalty: 2996.143555
	Iteration 30Q: 3 clusters Score -1116098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1116096.875000 Penalty: 2996.143555
	Iteration 31Q: 3 clusters Score -1116097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1116102.000000 Penalty: 2996.143555
	Iteration 32Q: 3 clusters Score -1116102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1116101.000000 Penalty: 2996.143555
	Iteration 33Q: 3 clusters Score -1116101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1116102.625000 Penalty: 2996.143555
	Iteration 34Q: 3 clusters Score -1116103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1116105.500000 Penalty: 2996.143555
	Iteration 35Q: 3 clusters Score -1116106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1116105.000000 Penalty: 2996.143555
	Iteration 36Q: 3 clusters Score -1116105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1116105.000000 Penalty: 2996.143555
	Iteration 37F: 3 clusters Score -1116105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214341 members 
Mstep: Class 2 contains 13130 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48129 members 
Mstep: Class 6 contains 127033 members 
Mstep: Class 7 contains 161672 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 21452 members 
Mstep: Class 10 contains 45820 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 75586 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 9258 members 
Mstep: Class 18 contains 34508 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 31998 members 
Mstep: Class 23 contains 122776 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
Score: -98853752.000000 Penalty: 49124.660156
Splitting cluster 17 changes total score from -98853968.000000 to -98853752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (34508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Entering Unmasked Estep 
Score: -3804075.750000 Penalty: 1697.953735
	Iteration 0F: 2 clusters Score -3804076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3780825.500000 Penalty: 3395.907471
	Iteration 0F: 3 clusters Score -3780826 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3789989.000000 Penalty: 3395.907471
	Iteration 1F: 3 clusters Score -3789989 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3790452.250000 Penalty: 3395.907471
	Iteration 2Q: 3 clusters Score -3790452 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3791043.500000 Penalty: 3395.907471
	Iteration 3Q: 3 clusters Score -3791044 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3791948.250000 Penalty: 3395.907471
	Iteration 4F: 3 clusters Score -3791948 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3793250.250000 Penalty: 3395.907471
	Iteration 5F: 3 clusters Score -3793250 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3795307.750000 Penalty: 3395.907471
	Iteration 6F: 3 clusters Score -3795308 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3797757.750000 Penalty: 3395.907471
	Iteration 7F: 3 clusters Score -3797758 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3800021.750000 Penalty: 3395.907471
	Iteration 8F: 3 clusters Score -3800022 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3801477.750000 Penalty: 3395.907471
	Iteration 9Q: 3 clusters Score -3801478 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3802126.500000 Penalty: 3395.907471
	Iteration 10Q: 3 clusters Score -3802126 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3802339.000000 Penalty: 3395.907471
	Iteration 11Q: 3 clusters Score -3802339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3802445.000000 Penalty: 3395.907471
	Iteration 12Q: 3 clusters Score -3802445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3802496.500000 Penalty: 3395.907471
	Iteration 13Q: 3 clusters Score -3802496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3802540.500000 Penalty: 3395.907471
	Iteration 14Q: 3 clusters Score -3802540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3802561.000000 Penalty: 3395.907471
	Iteration 15Q: 3 clusters Score -3802561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3802570.750000 Penalty: 3395.907471
	Iteration 16Q: 3 clusters Score -3802571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3802581.500000 Penalty: 3395.907471
	Iteration 17Q: 3 clusters Score -3802582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3802588.250000 Penalty: 3395.907471
	Iteration 18Q: 3 clusters Score -3802588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3802588.750000 Penalty: 3395.907471
	Iteration 19Q: 3 clusters Score -3802589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3802592.000000 Penalty: 3395.907471
	Iteration 20F: 3 clusters Score -3802592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3802594.250000 Penalty: 3395.907471
	Iteration 21Q: 3 clusters Score -3802594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3802594.250000 Penalty: 3395.907471
	Iteration 22F: 3 clusters Score -3802594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -36513.308594 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -36513.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35569.941406 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -35569.94 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35785.398438 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -35785.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35853.164062 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -35853.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35881.433594 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -35881.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35902.425781 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -35902.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35912.503906 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -35912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35921.167969 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -35921.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35924.964844 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -35924.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35929.597656 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -35929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35934.191406 Penalty: 1958.406494
	Iteration 9Q: 3 clusters Score -35934.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35935.863281 Penalty: 1958.406494
	Iteration 10Q: 3 clusters Score -35935.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35938.980469 Penalty: 1958.406494
	Iteration 11Q: 3 clusters Score -35938.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35939.789062 Penalty: 1958.406494
	Iteration 12Q: 3 clusters Score -35939.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35939.789062 Penalty: 1958.406494
	Iteration 13F: 3 clusters Score -35939.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Entering Unmasked Estep 
Score: -3523868.750000 Penalty: 1685.682129
	Iteration 0F: 2 clusters Score -3523869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3502333.250000 Penalty: 3371.364258
	Iteration 0F: 3 clusters Score -3502333 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3510771.000000 Penalty: 3371.364258
	Iteration 1F: 3 clusters Score -3510771 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3511277.500000 Penalty: 3371.364258
	Iteration 2Q: 3 clusters Score -3511278 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3511845.000000 Penalty: 3371.364258
	Iteration 3Q: 3 clusters Score -3511845 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3512480.000000 Penalty: 3371.364258
	Iteration 4Q: 3 clusters Score -3512480 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3513161.750000 Penalty: 3371.364258
	Iteration 5Q: 3 clusters Score -3513162 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3513951.750000 Penalty: 3371.364258
	Iteration 6Q: 3 clusters Score -3513952 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3514943.250000 Penalty: 3371.364258
	Iteration 7F: 3 clusters Score -3514943 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3516119.750000 Penalty: 3371.364258
	Iteration 8F: 3 clusters Score -3516120 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3517208.250000 Penalty: 3371.364258
	Iteration 9F: 3 clusters Score -3517208 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3517941.500000 Penalty: 3371.364258
	Iteration 10Q: 3 clusters Score -3517942 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3518290.750000 Penalty: 3371.364258
	Iteration 11Q: 3 clusters Score -3518291 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3518469.250000 Penalty: 3371.364258
	Iteration 12Q: 3 clusters Score -3518469 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3518580.250000 Penalty: 3371.364258
	Iteration 13Q: 3 clusters Score -3518580 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3518659.000000 Penalty: 3371.364258
	Iteration 14Q: 3 clusters Score -3518659 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3518734.750000 Penalty: 3371.364258
	Iteration 15Q: 3 clusters Score -3518735 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3518842.000000 Penalty: 3371.364258
	Iteration 16Q: 3 clusters Score -3518842 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3518943.500000 Penalty: 3371.364258
	Iteration 17Q: 3 clusters Score -3518944 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3519040.750000 Penalty: 3371.364258
	Iteration 18Q: 3 clusters Score -3519041 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3519140.500000 Penalty: 3371.364258
	Iteration 19Q: 3 clusters Score -3519140 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3519264.000000 Penalty: 3371.364258
	Iteration 20F: 3 clusters Score -3519264 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3519385.000000 Penalty: 3371.364258
	Iteration 21Q: 3 clusters Score -3519385 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3519526.500000 Penalty: 3371.364258
	Iteration 22Q: 3 clusters Score -3519526 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3519628.000000 Penalty: 3371.364258
	Iteration 23Q: 3 clusters Score -3519628 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3519714.750000 Penalty: 3371.364258
	Iteration 24Q: 3 clusters Score -3519715 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3519802.250000 Penalty: 3371.364258
	Iteration 25Q: 3 clusters Score -3519802 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3519900.750000 Penalty: 3371.364258
	Iteration 26Q: 3 clusters Score -3519901 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3520012.000000 Penalty: 3371.364258
	Iteration 27Q: 3 clusters Score -3520012 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3520116.250000 Penalty: 3371.364258
	Iteration 28Q: 3 clusters Score -3520116 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3520253.750000 Penalty: 3371.364258
	Iteration 29Q: 3 clusters Score -3520254 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3520363.000000 Penalty: 3371.364258
	Iteration 30Q: 3 clusters Score -3520363 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3520534.750000 Penalty: 3371.364258
	Iteration 31Q: 3 clusters Score -3520535 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3520670.250000 Penalty: 3371.364258
	Iteration 32Q: 3 clusters Score -3520670 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3520822.000000 Penalty: 3371.364258
	Iteration 33Q: 3 clusters Score -3520822 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3520955.000000 Penalty: 3371.364258
	Iteration 34Q: 3 clusters Score -3520955 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3521104.750000 Penalty: 3371.364258
	Iteration 35Q: 3 clusters Score -3521105 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3521216.000000 Penalty: 3371.364258
	Iteration 36Q: 3 clusters Score -3521216 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3521354.250000 Penalty: 3371.364258
	Iteration 37Q: 3 clusters Score -3521354 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3521475.500000 Penalty: 3371.364258
	Iteration 38Q: 3 clusters Score -3521476 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3521570.250000 Penalty: 3371.364258
	Iteration 39Q: 3 clusters Score -3521570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3521680.250000 Penalty: 3371.364258
	Iteration 40F: 3 clusters Score -3521680 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3521802.000000 Penalty: 3371.364258
	Iteration 41Q: 3 clusters Score -3521802 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3521904.750000 Penalty: 3371.364258
	Iteration 42Q: 3 clusters Score -3521905 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3521984.250000 Penalty: 3371.364258
	Iteration 43Q: 3 clusters Score -3521984 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3522088.250000 Penalty: 3371.364258
	Iteration 44Q: 3 clusters Score -3522088 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3522144.000000 Penalty: 3371.364258
	Iteration 45Q: 3 clusters Score -3522144 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3522214.750000 Penalty: 3371.364258
	Iteration 46Q: 3 clusters Score -3522215 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3522289.750000 Penalty: 3371.364258
	Iteration 47Q: 3 clusters Score -3522290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3522351.000000 Penalty: 3371.364258
	Iteration 48Q: 3 clusters Score -3522351 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3522411.750000 Penalty: 3371.364258
	Iteration 49Q: 3 clusters Score -3522412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3522457.250000 Penalty: 3371.364258
	Iteration 50Q: 3 clusters Score -3522457 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3522493.000000 Penalty: 3371.364258
	Iteration 51Q: 3 clusters Score -3522493 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3522522.250000 Penalty: 3371.364258
	Iteration 52Q: 3 clusters Score -3522522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3522561.500000 Penalty: 3371.364258
	Iteration 53Q: 3 clusters Score -3522562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3522595.750000 Penalty: 3371.364258
	Iteration 54Q: 3 clusters Score -3522596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3522619.500000 Penalty: 3371.364258
	Iteration 55Q: 3 clusters Score -3522620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3522647.000000 Penalty: 3371.364258
	Iteration 56Q: 3 clusters Score -3522647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3522655.000000 Penalty: 3371.364258
	Iteration 57Q: 3 clusters Score -3522655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3522666.500000 Penalty: 3371.364258
	Iteration 58Q: 3 clusters Score -3522666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3522677.500000 Penalty: 3371.364258
	Iteration 59Q: 3 clusters Score -3522678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3522681.500000 Penalty: 3371.364258
	Iteration 60F: 3 clusters Score -3522682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3522688.750000 Penalty: 3371.364258
	Iteration 61Q: 3 clusters Score -3522689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3522690.250000 Penalty: 3371.364258
	Iteration 62Q: 3 clusters Score -3522690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3522691.750000 Penalty: 3371.364258
	Iteration 63Q: 3 clusters Score -3522692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3522699.000000 Penalty: 3371.364258
	Iteration 64Q: 3 clusters Score -3522699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3522707.000000 Penalty: 3371.364258
	Iteration 65Q: 3 clusters Score -3522707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3522717.250000 Penalty: 3371.364258
	Iteration 66Q: 3 clusters Score -3522717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3522718.500000 Penalty: 3371.364258
	Iteration 67Q: 3 clusters Score -3522718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3522721.750000 Penalty: 3371.364258
	Iteration 68Q: 3 clusters Score -3522722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3522725.750000 Penalty: 3371.364258
	Iteration 69Q: 3 clusters Score -3522726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3522725.500000 Penalty: 3371.364258
	Iteration 70Q: 3 clusters Score -3522726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3522724.000000 Penalty: 3371.364258
	Iteration 71Q: 3 clusters Score -3522724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3522740.750000 Penalty: 3371.364258
	Iteration 72Q: 3 clusters Score -3522741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3522738.500000 Penalty: 3371.364258
	Iteration 73Q: 3 clusters Score -3522738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3522739.000000 Penalty: 3371.364258
	Iteration 74Q: 3 clusters Score -3522739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3522746.500000 Penalty: 3371.364258
	Iteration 75Q: 3 clusters Score -3522746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3522748.250000 Penalty: 3371.364258
	Iteration 76Q: 3 clusters Score -3522748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3522742.250000 Penalty: 3371.364258
	Iteration 77Q: 3 clusters Score -3522742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3522742.500000 Penalty: 3371.364258
	Iteration 78Q: 3 clusters Score -3522742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3522741.750000 Penalty: 3371.364258
	Iteration 79Q: 3 clusters Score -3522742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3522740.250000 Penalty: 3371.364258
	Iteration 80F: 3 clusters Score -3522740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3522745.000000 Penalty: 3371.364258
	Iteration 81Q: 3 clusters Score -3522745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3522742.250000 Penalty: 3371.364258
	Iteration 82Q: 3 clusters Score -3522742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3522742.000000 Penalty: 3371.364258
	Iteration 83Q: 3 clusters Score -3522742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3522740.750000 Penalty: 3371.364258
	Iteration 84Q: 3 clusters Score -3522741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3522745.250000 Penalty: 3371.364258
	Iteration 85Q: 3 clusters Score -3522745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3522745.250000 Penalty: 3371.364258
	Iteration 86F: 3 clusters Score -3522745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Entering Unmasked Estep 
Score: -13480155.000000 Penalty: 1904.193970
	Iteration 0F: 2 clusters Score -1.348016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -13397798.000000 Penalty: 3808.387939
	Iteration 0F: 3 clusters Score -1.33978e+07 nChanged 59147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -13432356.000000 Penalty: 3808.387939
	Iteration 1F: 3 clusters Score -1.343236e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -13433103.000000 Penalty: 3808.387939
	Iteration 2Q: 3 clusters Score -1.34331e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -13433925.000000 Penalty: 3808.387939
	Iteration 3Q: 3 clusters Score -1.343392e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -13435479.000000 Penalty: 3808.387939
	Iteration 4Q: 3 clusters Score -1.343548e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -13437683.000000 Penalty: 3808.387939
	Iteration 5Q: 3 clusters Score -1.343768e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -13440688.000000 Penalty: 3808.387939
	Iteration 6Q: 3 clusters Score -1.344069e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -13444241.000000 Penalty: 3808.387939
	Iteration 7Q: 3 clusters Score -1.344424e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -13447547.000000 Penalty: 3808.387939
	Iteration 8F: 3 clusters Score -1.344755e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -13450590.000000 Penalty: 3808.387939
	Iteration 9Q: 3 clusters Score -1.345059e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -13453703.000000 Penalty: 3808.387939
	Iteration 10Q: 3 clusters Score -1.34537e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -13456662.000000 Penalty: 3808.387939
	Iteration 11Q: 3 clusters Score -1.345666e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -13460144.000000 Penalty: 3808.387939
	Iteration 12Q: 3 clusters Score -1.346014e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -13463989.000000 Penalty: 3808.387939
	Iteration 13Q: 3 clusters Score -1.346399e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -13467565.000000 Penalty: 3808.387939
	Iteration 14Q: 3 clusters Score -1.346756e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -13470575.000000 Penalty: 3808.387939
	Iteration 15Q: 3 clusters Score -1.347058e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -13472863.000000 Penalty: 3808.387939
	Iteration 16Q: 3 clusters Score -1.347286e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -13474516.000000 Penalty: 3808.387939
	Iteration 17Q: 3 clusters Score -1.347452e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -13475712.000000 Penalty: 3808.387939
	Iteration 18Q: 3 clusters Score -1.347571e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118113 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -13476626.000000 Penalty: 3808.387939
	Iteration 19Q: 3 clusters Score -1.347663e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119181 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -13477180.000000 Penalty: 3808.387939
	Iteration 20F: 3 clusters Score -1.347718e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -13477612.000000 Penalty: 3808.387939
	Iteration 21Q: 3 clusters Score -1.347761e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -13477909.000000 Penalty: 3808.387939
	Iteration 22Q: 3 clusters Score -1.347791e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13478148.000000 Penalty: 3808.387939
	Iteration 23Q: 3 clusters Score -1.347815e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13478282.000000 Penalty: 3808.387939
	Iteration 24Q: 3 clusters Score -1.347828e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13478395.000000 Penalty: 3808.387939
	Iteration 25Q: 3 clusters Score -1.34784e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13478463.000000 Penalty: 3808.387939
	Iteration 26Q: 3 clusters Score -1.347846e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13478515.000000 Penalty: 3808.387939
	Iteration 27Q: 3 clusters Score -1.347852e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121684 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13478550.000000 Penalty: 3808.387939
	Iteration 28Q: 3 clusters Score -1.347855e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13478574.000000 Penalty: 3808.387939
	Iteration 29Q: 3 clusters Score -1.347857e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121795 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13478579.000000 Penalty: 3808.387939
	Iteration 30Q: 3 clusters Score -1.347858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13478582.000000 Penalty: 3808.387939
	Iteration 31Q: 3 clusters Score -1.347858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13478614.000000 Penalty: 3808.387939
	Iteration 32Q: 3 clusters Score -1.347861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13478626.000000 Penalty: 3808.387939
	Iteration 33Q: 3 clusters Score -1.347863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13478649.000000 Penalty: 3808.387939
	Iteration 34Q: 3 clusters Score -1.347865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13478662.000000 Penalty: 3808.387939
	Iteration 35Q: 3 clusters Score -1.347866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121939 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13478664.000000 Penalty: 3808.387939
	Iteration 36Q: 3 clusters Score -1.347866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13478665.000000 Penalty: 3808.387939
	Iteration 37Q: 3 clusters Score -1.347866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121949 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13478676.000000 Penalty: 3808.387939
	Iteration 38Q: 3 clusters Score -1.347868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121952 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13478679.000000 Penalty: 3808.387939
	Iteration 39Q: 3 clusters Score -1.347868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13478671.000000 Penalty: 3808.387939
	Iteration 40F: 3 clusters Score -1.347867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121966 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13478668.000000 Penalty: 3808.387939
	Iteration 41Q: 3 clusters Score -1.347867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121974 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13478667.000000 Penalty: 3808.387939
	Iteration 42Q: 3 clusters Score -1.347867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13478674.000000 Penalty: 3808.387939
	Iteration 43Q: 3 clusters Score -1.347867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13478674.000000 Penalty: 3808.387939
	Iteration 44Q: 3 clusters Score -1.347867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13478676.000000 Penalty: 3808.387939
	Iteration 45Q: 3 clusters Score -1.347868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13478676.000000 Penalty: 3808.387939
	Iteration 46Q: 3 clusters Score -1.347868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13478676.000000 Penalty: 3808.387939
	Iteration 47Q: 3 clusters Score -1.347868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13478673.000000 Penalty: 3808.387939
	Iteration 48Q: 3 clusters Score -1.347867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13478678.000000 Penalty: 3808.387939
	Iteration 49Q: 3 clusters Score -1.347868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13478689.000000 Penalty: 3808.387939
	Iteration 50Q: 3 clusters Score -1.347869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13478692.000000 Penalty: 3808.387939
	Iteration 51Q: 3 clusters Score -1.347869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122004 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13478689.000000 Penalty: 3808.387939
	Iteration 52Q: 3 clusters Score -1.347869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13478691.000000 Penalty: 3808.387939
	Iteration 53Q: 3 clusters Score -1.347869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13478694.000000 Penalty: 3808.387939
	Iteration 54Q: 3 clusters Score -1.347869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13478696.000000 Penalty: 3808.387939
	Iteration 55Q: 3 clusters Score -1.34787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13478698.000000 Penalty: 3808.387939
	Iteration 56Q: 3 clusters Score -1.34787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13478692.000000 Penalty: 3808.387939
	Iteration 57Q: 3 clusters Score -1.347869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13478687.000000 Penalty: 3808.387939
	Iteration 58Q: 3 clusters Score -1.347869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13478697.000000 Penalty: 3808.387939
	Iteration 59Q: 3 clusters Score -1.34787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122021 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13478698.000000 Penalty: 3808.387939
	Iteration 60F: 3 clusters Score -1.34787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13478701.000000 Penalty: 3808.387939
	Iteration 61Q: 3 clusters Score -1.34787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13478698.000000 Penalty: 3808.387939
	Iteration 62Q: 3 clusters Score -1.34787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13478698.000000 Penalty: 3808.387939
	Iteration 63F: 3 clusters Score -1.34787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -20675.583984 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -20675.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19903.324219 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -19903.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19959.048828 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -19959.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19964.253906 Penalty: 1712.053833
	Iteration 2Q: 3 clusters Score -19964.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19964.253906 Penalty: 1712.053833
	Iteration 3F: 3 clusters Score -19964.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214341 members 
Mstep: Class 2 contains 13130 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48129 members 
Mstep: Class 6 contains 127033 members 
Mstep: Class 7 contains 161672 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 21452 members 
Mstep: Class 10 contains 45820 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 75586 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 34508 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 31998 members 
Mstep: Class 23 contains 122776 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853992.000000 Penalty: 46891.722656
Iteration 159Q: 22 clusters Score -9.885399e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214222 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48128 members 
Mstep: Class 6 contains 127050 members 
Mstep: Class 7 contains 161565 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 45822 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 75566 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 34540 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 122797 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853832.000000 Penalty: 46891.722656
Iteration 160F: 22 clusters Score -9.885383e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214101 members 
Mstep: Class 2 contains 13145 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48132 members 
Mstep: Class 6 contains 127044 members 
Mstep: Class 7 contains 161457 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 45824 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 75556 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 34571 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32014 members 
Mstep: Class 23 contains 122807 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853792.000000 Penalty: 46891.722656
Iteration 161Q: 22 clusters Score -9.885379e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213972 members 
Mstep: Class 2 contains 13149 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48132 members 
Mstep: Class 6 contains 127044 members 
Mstep: Class 7 contains 161347 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 45824 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 75554 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 34589 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32016 members 
Mstep: Class 23 contains 122813 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853912.000000 Penalty: 46891.722656
Iteration 162Q: 22 clusters Score -9.885391e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213833 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48122 members 
Mstep: Class 6 contains 127063 members 
Mstep: Class 7 contains 161270 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 75542 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 17 contains 10828 members 
Mstep: Class 18 contains 34607 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 122823 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853968.000000 Penalty: 46891.722656
Iteration 163Q: 22 clusters Score -9.885397e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213683 members 
Mstep: Class 2 contains 13172 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48127 members 
Mstep: Class 6 contains 127077 members 
Mstep: Class 7 contains 161191 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21419 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 75534 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 34630 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 23 contains 122835 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853992.000000 Penalty: 46891.722656
Iteration 164Q: 22 clusters Score -9.885399e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213535 members 
Mstep: Class 2 contains 13185 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 48138 members 
Mstep: Class 6 contains 127075 members 
Mstep: Class 7 contains 161152 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21418 members 
Mstep: Class 10 contains 45819 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 75511 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 34639 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 122849 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853976.000000 Penalty: 46891.722656
Iteration 165Q: 22 clusters Score -9.885398e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213368 members 
Mstep: Class 2 contains 13201 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 48143 members 
Mstep: Class 6 contains 127088 members 
Mstep: Class 7 contains 161140 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21406 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 12 contains 75485 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 34650 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 122868 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853856.000000 Penalty: 46891.722656
Iteration 166Q: 22 clusters Score -9.885386e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213195 members 
Mstep: Class 2 contains 13209 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48141 members 
Mstep: Class 6 contains 127087 members 
Mstep: Class 7 contains 161137 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 12 contains 75457 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 17 contains 11455 members 
Mstep: Class 18 contains 34683 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 32042 members 
Mstep: Class 23 contains 122896 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853976.000000 Penalty: 46891.722656
Iteration 167Q: 22 clusters Score -9.885398e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213036 members 
Mstep: Class 2 contains 13213 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48144 members 
Mstep: Class 6 contains 127093 members 
Mstep: Class 7 contains 161126 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21356 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 75437 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 34706 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 32045 members 
Mstep: Class 23 contains 122921 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853944.000000 Penalty: 46891.722656
Iteration 168Q: 22 clusters Score -9.885394e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212891 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48150 members 
Mstep: Class 6 contains 127105 members 
Mstep: Class 7 contains 161105 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 10 contains 45822 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 75423 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5278 members 
Mstep: Class 17 contains 11712 members 
Mstep: Class 18 contains 34746 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 32045 members 
Mstep: Class 23 contains 122944 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853920.000000 Penalty: 46891.722656
Iteration 169Q: 22 clusters Score -9.885392e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212758 members 
Mstep: Class 2 contains 13232 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48154 members 
Mstep: Class 6 contains 127116 members 
Mstep: Class 7 contains 161110 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 21295 members 
Mstep: Class 10 contains 45813 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 75408 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5281 members 
Mstep: Class 17 contains 11840 members 
Mstep: Class 18 contains 34764 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 23 contains 122965 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853856.000000 Penalty: 46891.722656
Iteration 170Q: 22 clusters Score -9.885386e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212634 members 
Mstep: Class 2 contains 13243 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48153 members 
Mstep: Class 6 contains 127132 members 
Mstep: Class 7 contains 161089 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 21266 members 
Mstep: Class 10 contains 45806 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75394 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 17 contains 11942 members 
Mstep: Class 18 contains 34785 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32033 members 
Mstep: Class 23 contains 123008 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853792.000000 Penalty: 46891.722656
Iteration 171Q: 22 clusters Score -9.885379e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212525 members 
Mstep: Class 2 contains 13256 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48160 members 
Mstep: Class 6 contains 127157 members 
Mstep: Class 7 contains 161069 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75377 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 17 contains 12030 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 123039 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853744.000000 Penalty: 46891.722656
Iteration 172Q: 22 clusters Score -9.885374e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212423 members 
Mstep: Class 2 contains 13271 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48156 members 
Mstep: Class 6 contains 127166 members 
Mstep: Class 7 contains 161044 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21218 members 
Mstep: Class 10 contains 45803 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75373 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 17 contains 12110 members 
Mstep: Class 18 contains 34817 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32037 members 
Mstep: Class 23 contains 123068 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853744.000000 Penalty: 46891.722656
Iteration 173Q: 22 clusters Score -9.885374e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212323 members 
Mstep: Class 2 contains 13280 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48143 members 
Mstep: Class 6 contains 127179 members 
Mstep: Class 7 contains 161038 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21192 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75359 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5283 members 
Mstep: Class 17 contains 12200 members 
Mstep: Class 18 contains 34842 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32041 members 
Mstep: Class 23 contains 123087 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853824.000000 Penalty: 46891.722656
Iteration 174Q: 22 clusters Score -9.885382e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212213 members 
Mstep: Class 2 contains 13289 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48136 members 
Mstep: Class 6 contains 127189 members 
Mstep: Class 7 contains 161045 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21165 members 
Mstep: Class 10 contains 45793 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75357 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5287 members 
Mstep: Class 17 contains 12282 members 
Mstep: Class 18 contains 34870 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32041 members 
Mstep: Class 23 contains 123100 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853800.000000 Penalty: 46891.722656
Iteration 175Q: 22 clusters Score -9.88538e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 13300 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48139 members 
Mstep: Class 6 contains 127195 members 
Mstep: Class 7 contains 161056 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21138 members 
Mstep: Class 10 contains 45793 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75347 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 34897 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32039 members 
Mstep: Class 23 contains 123114 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853928.000000 Penalty: 46891.722656
Iteration 176Q: 22 clusters Score -9.885393e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211979 members 
Mstep: Class 2 contains 13308 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48143 members 
Mstep: Class 6 contains 127202 members 
Mstep: Class 7 contains 161097 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 21112 members 
Mstep: Class 10 contains 45787 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75326 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5284 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 34907 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32040 members 
Mstep: Class 23 contains 123138 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853768.000000 Penalty: 46891.722656
Iteration 177Q: 22 clusters Score -9.885377e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211865 members 
Mstep: Class 2 contains 13318 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48144 members 
Mstep: Class 6 contains 127209 members 
Mstep: Class 7 contains 161128 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 21089 members 
Mstep: Class 10 contains 45782 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75302 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5288 members 
Mstep: Class 17 contains 12523 members 
Mstep: Class 18 contains 34925 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 23 contains 123160 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853888.000000 Penalty: 46891.722656
Iteration 178Q: 22 clusters Score -9.885389e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211729 members 
Mstep: Class 2 contains 13331 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48151 members 
Mstep: Class 6 contains 127208 members 
Mstep: Class 7 contains 161171 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 21068 members 
Mstep: Class 10 contains 45783 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75284 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5292 members 
Mstep: Class 17 contains 12612 members 
Mstep: Class 18 contains 34932 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32027 members 
Mstep: Class 23 contains 123176 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853704.000000 Penalty: 46891.722656
Iteration 179Q: 22 clusters Score -9.88537e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211576 members 
Mstep: Class 2 contains 13341 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48164 members 
Mstep: Class 6 contains 127208 members 
Mstep: Class 7 contains 161255 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 21037 members 
Mstep: Class 10 contains 45773 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75271 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5293 members 
Mstep: Class 17 contains 12698 members 
Mstep: Class 18 contains 34940 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32021 members 
Mstep: Class 23 contains 123189 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853616.000000 Penalty: 46891.722656
Iteration 180F: 22 clusters Score -9.885362e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 13352 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 48167 members 
Mstep: Class 6 contains 127216 members 
Mstep: Class 7 contains 161334 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 20998 members 
Mstep: Class 10 contains 45759 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 75247 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5292 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 34952 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32013 members 
Mstep: Class 23 contains 123209 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853800.000000 Penalty: 46891.722656
Iteration 181Q: 22 clusters Score -9.88538e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211315 members 
Mstep: Class 2 contains 13361 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48173 members 
Mstep: Class 6 contains 127226 members 
Mstep: Class 7 contains 161440 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 20964 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 75206 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5291 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 34953 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 32006 members 
Mstep: Class 23 contains 123223 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853864.000000 Penalty: 46891.722656
Iteration 182Q: 22 clusters Score -9.885386e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211185 members 
Mstep: Class 2 contains 13371 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48191 members 
Mstep: Class 6 contains 127238 members 
Mstep: Class 7 contains 161526 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 20922 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 75180 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 17 contains 12961 members 
Mstep: Class 18 contains 34949 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 31997 members 
Mstep: Class 23 contains 123225 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853944.000000 Penalty: 46891.722656
Iteration 183Q: 22 clusters Score -9.885394e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211059 members 
Mstep: Class 2 contains 13380 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48201 members 
Mstep: Class 6 contains 127249 members 
Mstep: Class 7 contains 161586 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 20872 members 
Mstep: Class 10 contains 45708 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 75167 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5298 members 
Mstep: Class 17 contains 13072 members 
Mstep: Class 18 contains 34953 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 31989 members 
Mstep: Class 23 contains 123233 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853784.000000 Penalty: 46891.722656
Iteration 184Q: 22 clusters Score -9.885378e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210950 members 
Mstep: Class 2 contains 13391 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48218 members 
Mstep: Class 6 contains 127260 members 
Mstep: Class 7 contains 161631 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 20823 members 
Mstep: Class 10 contains 45694 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 75151 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 34955 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 31986 members 
Mstep: Class 23 contains 123238 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853768.000000 Penalty: 46891.722656
Iteration 185Q: 22 clusters Score -9.885377e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210818 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 48211 members 
Mstep: Class 6 contains 127265 members 
Mstep: Class 7 contains 161690 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 20769 members 
Mstep: Class 10 contains 45689 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75147 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 17 contains 13274 members 
Mstep: Class 18 contains 34965 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 31986 members 
Mstep: Class 23 contains 123252 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853792.000000 Penalty: 46891.722656
Iteration 186Q: 22 clusters Score -9.885379e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210687 members 
Mstep: Class 2 contains 13406 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 48216 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 161720 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 20724 members 
Mstep: Class 10 contains 45673 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75141 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 17 contains 13391 members 
Mstep: Class 18 contains 34975 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 23 contains 123267 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853688.000000 Penalty: 46891.722656
Iteration 187Q: 22 clusters Score -9.885369e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210538 members 
Mstep: Class 2 contains 13413 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 48228 members 
Mstep: Class 6 contains 127289 members 
Mstep: Class 7 contains 161770 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 20665 members 
Mstep: Class 10 contains 45663 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75135 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 17 contains 13501 members 
Mstep: Class 18 contains 34993 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 31992 members 
Mstep: Class 23 contains 123280 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853736.000000 Penalty: 46891.722656
Iteration 188Q: 22 clusters Score -9.885374e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210389 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48236 members 
Mstep: Class 6 contains 127322 members 
Mstep: Class 7 contains 161799 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 20618 members 
Mstep: Class 10 contains 45663 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75127 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 17 contains 13610 members 
Mstep: Class 18 contains 35007 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 31985 members 
Mstep: Class 23 contains 123290 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853672.000000 Penalty: 46891.722656
Iteration 189Q: 22 clusters Score -9.885367e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210231 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48238 members 
Mstep: Class 6 contains 127350 members 
Mstep: Class 7 contains 161836 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 20555 members 
Mstep: Class 10 contains 45665 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75117 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 35024 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 23 contains 123305 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853672.000000 Penalty: 46891.722656
Iteration 190Q: 22 clusters Score -9.885367e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210102 members 
Mstep: Class 2 contains 13440 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48237 members 
Mstep: Class 6 contains 127365 members 
Mstep: Class 7 contains 161869 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 45669 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75095 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 17 contains 13841 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 31983 members 
Mstep: Class 23 contains 123326 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853584.000000 Penalty: 46891.722656
Iteration 191Q: 22 clusters Score -9.885358e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209952 members 
Mstep: Class 2 contains 13450 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48238 members 
Mstep: Class 6 contains 127369 members 
Mstep: Class 7 contains 161905 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 20427 members 
Mstep: Class 10 contains 45675 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 75086 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 17 contains 13958 members 
Mstep: Class 18 contains 35065 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 31986 members 
Mstep: Class 23 contains 123352 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853696.000000 Penalty: 46891.722656
Iteration 192Q: 22 clusters Score -9.88537e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209844 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48245 members 
Mstep: Class 6 contains 127365 members 
Mstep: Class 7 contains 161895 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 20364 members 
Mstep: Class 10 contains 45676 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75069 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 35088 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 31993 members 
Mstep: Class 23 contains 123365 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853576.000000 Penalty: 46891.722656
Iteration 193Q: 22 clusters Score -9.885358e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209717 members 
Mstep: Class 2 contains 13472 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48248 members 
Mstep: Class 6 contains 127365 members 
Mstep: Class 7 contains 161841 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 20317 members 
Mstep: Class 10 contains 45684 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75064 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5321 members 
Mstep: Class 17 contains 14239 members 
Mstep: Class 18 contains 35110 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 31995 members 
Mstep: Class 23 contains 123389 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853632.000000 Penalty: 46891.722656
Iteration 194Q: 22 clusters Score -9.885363e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209599 members 
Mstep: Class 2 contains 13485 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48258 members 
Mstep: Class 6 contains 127365 members 
Mstep: Class 7 contains 161772 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 45690 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75065 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 17 contains 14388 members 
Mstep: Class 18 contains 35130 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 31998 members 
Mstep: Class 23 contains 123414 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853416.000000 Penalty: 46891.722656
Iteration 195Q: 22 clusters Score -9.885342e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209474 members 
Mstep: Class 2 contains 13493 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48261 members 
Mstep: Class 6 contains 127372 members 
Mstep: Class 7 contains 161716 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 45692 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 75062 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 17 contains 14530 members 
Mstep: Class 18 contains 35151 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 32004 members 
Mstep: Class 23 contains 123444 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853264.000000 Penalty: 46891.722656
Iteration 196Q: 22 clusters Score -9.885326e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209367 members 
Mstep: Class 2 contains 13502 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 48271 members 
Mstep: Class 6 contains 127382 members 
Mstep: Class 7 contains 161667 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 20193 members 
Mstep: Class 10 contains 45684 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75044 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5340 members 
Mstep: Class 17 contains 14670 members 
Mstep: Class 18 contains 35168 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 32006 members 
Mstep: Class 23 contains 123463 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853440.000000 Penalty: 46891.722656
Iteration 197Q: 22 clusters Score -9.885344e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209258 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48269 members 
Mstep: Class 6 contains 127382 members 
Mstep: Class 7 contains 161633 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 20146 members 
Mstep: Class 10 contains 45683 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 75028 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 17 contains 14814 members 
Mstep: Class 18 contains 35193 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 123483 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853232.000000 Penalty: 46891.722656
Iteration 198Q: 22 clusters Score -9.885323e+07 nChanged 674
Entering ConstructFrom: 
Score: -98853232.000000 Penalty: 46891.722656
Entering ConstructFrom: 
Trying to split cluster 1 (209142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209142 members 
Entering Unmasked Estep 
Score: -22488374.000000 Penalty: 1990.749878
	Iteration 0F: 2 clusters Score -2.248837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -22366372.000000 Penalty: 3981.499756
	Iteration 0F: 3 clusters Score -2.236637e+07 nChanged 101389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 108413 members 
Entering Unmasked Estep 
Score: -22427254.000000 Penalty: 3981.499756
	Iteration 1F: 3 clusters Score -2.242725e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -22429164.000000 Penalty: 3981.499756
	Iteration 2Q: 3 clusters Score -2.242916e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -22432036.000000 Penalty: 3981.499756
	Iteration 3Q: 3 clusters Score -2.243204e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -22436612.000000 Penalty: 3981.499756
	Iteration 4Q: 3 clusters Score -2.243661e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -22444266.000000 Penalty: 3981.499756
	Iteration 5F: 3 clusters Score -2.244427e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 134757 members 
Entering Unmasked Estep 
Score: -22456520.000000 Penalty: 3981.499756
	Iteration 6F: 3 clusters Score -2.245652e+07 nChanged 15059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -22469972.000000 Penalty: 3981.499756
	Iteration 7F: 3 clusters Score -2.246997e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 151426 members 
Entering Unmasked Estep 
Score: -22479382.000000 Penalty: 3981.499756
	Iteration 8F: 3 clusters Score -2.247938e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -22483208.000000 Penalty: 3981.499756
	Iteration 9Q: 3 clusters Score -2.248321e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -22484728.000000 Penalty: 3981.499756
	Iteration 10Q: 3 clusters Score -2.248473e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -22485564.000000 Penalty: 3981.499756
	Iteration 11Q: 3 clusters Score -2.248556e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -22486144.000000 Penalty: 3981.499756
	Iteration 12Q: 3 clusters Score -2.248614e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 180453 members 
Entering Unmasked Estep 
Score: -22486080.000000 Penalty: 3981.499756
	Iteration 13Q: 3 clusters Score -2.248608e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 184756 members 
Entering Unmasked Estep 
Score: -22486306.000000 Penalty: 3981.499756
	Iteration 14Q: 3 clusters Score -2.248631e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 188311 members 
Entering Unmasked Estep 
Score: -22486244.000000 Penalty: 3981.499756
	Iteration 15Q: 3 clusters Score -2.248624e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 191280 members 
Entering Unmasked Estep 
Score: -22486250.000000 Penalty: 3981.499756
	Iteration 16Q: 3 clusters Score -2.248625e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -22486266.000000 Penalty: 3981.499756
	Iteration 17Q: 3 clusters Score -2.248627e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 195632 members 
Entering Unmasked Estep 
Score: -22486278.000000 Penalty: 3981.499756
	Iteration 18Q: 3 clusters Score -2.248628e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 197245 members 
Entering Unmasked Estep 
Score: -22486330.000000 Penalty: 3981.499756
	Iteration 19Q: 3 clusters Score -2.248633e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 198575 members 
Entering Unmasked Estep 
Score: -22486366.000000 Penalty: 3981.499756
	Iteration 20F: 3 clusters Score -2.248637e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 199790 members 
Entering Unmasked Estep 
Score: -22486358.000000 Penalty: 3981.499756
	Iteration 21Q: 3 clusters Score -2.248636e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 200808 members 
Entering Unmasked Estep 
Score: -22486326.000000 Penalty: 3981.499756
	Iteration 22Q: 3 clusters Score -2.248633e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 201657 members 
Entering Unmasked Estep 
Score: -22486362.000000 Penalty: 3981.499756
	Iteration 23Q: 3 clusters Score -2.248636e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 202402 members 
Entering Unmasked Estep 
Score: -22486278.000000 Penalty: 3981.499756
	Iteration 24Q: 3 clusters Score -2.248628e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 203043 members 
Entering Unmasked Estep 
Score: -22486348.000000 Penalty: 3981.499756
	Iteration 25Q: 3 clusters Score -2.248635e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 203624 members 
Entering Unmasked Estep 
Score: -22486262.000000 Penalty: 3981.499756
	Iteration 26Q: 3 clusters Score -2.248626e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 204174 members 
Entering Unmasked Estep 
Score: -22486216.000000 Penalty: 3981.499756
	Iteration 27Q: 3 clusters Score -2.248622e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 204688 members 
Entering Unmasked Estep 
Score: -22486248.000000 Penalty: 3981.499756
	Iteration 28Q: 3 clusters Score -2.248625e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 205126 members 
Entering Unmasked Estep 
Score: -22486288.000000 Penalty: 3981.499756
	Iteration 29Q: 3 clusters Score -2.248629e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 205526 members 
Entering Unmasked Estep 
Score: -22486304.000000 Penalty: 3981.499756
	Iteration 30Q: 3 clusters Score -2.24863e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 205864 members 
Entering Unmasked Estep 
Score: -22486332.000000 Penalty: 3981.499756
	Iteration 31Q: 3 clusters Score -2.248633e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 206179 members 
Entering Unmasked Estep 
Score: -22486386.000000 Penalty: 3981.499756
	Iteration 32Q: 3 clusters Score -2.248639e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 206443 members 
Entering Unmasked Estep 
Score: -22486394.000000 Penalty: 3981.499756
	Iteration 33Q: 3 clusters Score -2.248639e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 206657 members 
Entering Unmasked Estep 
Score: -22486372.000000 Penalty: 3981.499756
	Iteration 34Q: 3 clusters Score -2.248637e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 206831 members 
Entering Unmasked Estep 
Score: -22486366.000000 Penalty: 3981.499756
	Iteration 35Q: 3 clusters Score -2.248637e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 206983 members 
Entering Unmasked Estep 
Score: -22486386.000000 Penalty: 3981.499756
	Iteration 36Q: 3 clusters Score -2.248639e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 207133 members 
Entering Unmasked Estep 
Score: -22486460.000000 Penalty: 3981.499756
	Iteration 37Q: 3 clusters Score -2.248646e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 207291 members 
Entering Unmasked Estep 
Score: -22486494.000000 Penalty: 3981.499756
	Iteration 38Q: 3 clusters Score -2.248649e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 207441 members 
Entering Unmasked Estep 
Score: -22486468.000000 Penalty: 3981.499756
	Iteration 39Q: 3 clusters Score -2.248647e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -22486492.000000 Penalty: 3981.499756
	Iteration 40F: 3 clusters Score -2.248649e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 207698 members 
Entering Unmasked Estep 
Score: -22486504.000000 Penalty: 3981.499756
	Iteration 41Q: 3 clusters Score -2.24865e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 207801 members 
Entering Unmasked Estep 
Score: -22486554.000000 Penalty: 3981.499756
	Iteration 42Q: 3 clusters Score -2.248655e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 207897 members 
Entering Unmasked Estep 
Score: -22486580.000000 Penalty: 3981.499756
	Iteration 43Q: 3 clusters Score -2.248658e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 207965 members 
Entering Unmasked Estep 
Score: -22486612.000000 Penalty: 3981.499756
	Iteration 44Q: 3 clusters Score -2.248661e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 208040 members 
Entering Unmasked Estep 
Score: -22486608.000000 Penalty: 3981.499756
	Iteration 45Q: 3 clusters Score -2.248661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -22486628.000000 Penalty: 3981.499756
	Iteration 46Q: 3 clusters Score -2.248663e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 208141 members 
Entering Unmasked Estep 
Score: -22486676.000000 Penalty: 3981.499756
	Iteration 47Q: 3 clusters Score -2.248668e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 208191 members 
Entering Unmasked Estep 
Score: -22486664.000000 Penalty: 3981.499756
	Iteration 48Q: 3 clusters Score -2.248666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 208224 members 
Entering Unmasked Estep 
Score: -22486684.000000 Penalty: 3981.499756
	Iteration 49Q: 3 clusters Score -2.248668e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 208255 members 
Entering Unmasked Estep 
Score: -22486694.000000 Penalty: 3981.499756
	Iteration 50Q: 3 clusters Score -2.248669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 208280 members 
Entering Unmasked Estep 
Score: -22486704.000000 Penalty: 3981.499756
	Iteration 51Q: 3 clusters Score -2.24867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 208308 members 
Entering Unmasked Estep 
Score: -22486714.000000 Penalty: 3981.499756
	Iteration 52Q: 3 clusters Score -2.248671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 208330 members 
Entering Unmasked Estep 
Score: -22486694.000000 Penalty: 3981.499756
	Iteration 53Q: 3 clusters Score -2.248669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 208349 members 
Entering Unmasked Estep 
Score: -22486718.000000 Penalty: 3981.499756
	Iteration 54Q: 3 clusters Score -2.248672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 208368 members 
Entering Unmasked Estep 
Score: -22486748.000000 Penalty: 3981.499756
	Iteration 55Q: 3 clusters Score -2.248675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 208388 members 
Entering Unmasked Estep 
Score: -22486752.000000 Penalty: 3981.499756
	Iteration 56Q: 3 clusters Score -2.248675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 208409 members 
Entering Unmasked Estep 
Score: -22486750.000000 Penalty: 3981.499756
	Iteration 57Q: 3 clusters Score -2.248675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 208422 members 
Entering Unmasked Estep 
Score: -22486710.000000 Penalty: 3981.499756
	Iteration 58Q: 3 clusters Score -2.248671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 208432 members 
Entering Unmasked Estep 
Score: -22486712.000000 Penalty: 3981.499756
	Iteration 59Q: 3 clusters Score -2.248671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 208441 members 
Entering Unmasked Estep 
Score: -22486742.000000 Penalty: 3981.499756
	Iteration 60F: 3 clusters Score -2.248674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 208454 members 
Entering Unmasked Estep 
Score: -22486746.000000 Penalty: 3981.499756
	Iteration 61Q: 3 clusters Score -2.248675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 208461 members 
Entering Unmasked Estep 
Score: -22486762.000000 Penalty: 3981.499756
	Iteration 62Q: 3 clusters Score -2.248676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 208464 members 
Entering Unmasked Estep 
Score: -22486764.000000 Penalty: 3981.499756
	Iteration 63Q: 3 clusters Score -2.248676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 208465 members 
Entering Unmasked Estep 
Score: -22486774.000000 Penalty: 3981.499756
	Iteration 64Q: 3 clusters Score -2.248677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 208466 members 
Entering Unmasked Estep 
Score: -22486764.000000 Penalty: 3981.499756
	Iteration 65Q: 3 clusters Score -2.248676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 208466 members 
Entering Unmasked Estep 
Score: -22486764.000000 Penalty: 3981.499756
	Iteration 66Q: 3 clusters Score -2.248676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 208467 members 
Entering Unmasked Estep 
Score: -22486768.000000 Penalty: 3981.499756
	Iteration 67Q: 3 clusters Score -2.248677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 208469 members 
Entering Unmasked Estep 
Score: -22486764.000000 Penalty: 3981.499756
	Iteration 68Q: 3 clusters Score -2.248676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 208473 members 
Entering Unmasked Estep 
Score: -22486754.000000 Penalty: 3981.499756
	Iteration 69Q: 3 clusters Score -2.248675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 208479 members 
Entering Unmasked Estep 
Score: -22486742.000000 Penalty: 3981.499756
	Iteration 70Q: 3 clusters Score -2.248674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 208487 members 
Entering Unmasked Estep 
Score: -22486766.000000 Penalty: 3981.499756
	Iteration 71Q: 3 clusters Score -2.248677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 208495 members 
Entering Unmasked Estep 
Score: -22486774.000000 Penalty: 3981.499756
	Iteration 72Q: 3 clusters Score -2.248677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 208501 members 
Entering Unmasked Estep 
Score: -22486794.000000 Penalty: 3981.499756
	Iteration 73Q: 3 clusters Score -2.248679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 208504 members 
Entering Unmasked Estep 
Score: -22486788.000000 Penalty: 3981.499756
	Iteration 74Q: 3 clusters Score -2.248679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 208506 members 
Entering Unmasked Estep 
Score: -22486782.000000 Penalty: 3981.499756
	Iteration 75Q: 3 clusters Score -2.248678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 208510 members 
Entering Unmasked Estep 
Score: -22486778.000000 Penalty: 3981.499756
	Iteration 76Q: 3 clusters Score -2.248678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 208510 members 
Entering Unmasked Estep 
Score: -22486780.000000 Penalty: 3981.499756
	Iteration 77Q: 3 clusters Score -2.248678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 208511 members 
Entering Unmasked Estep 
Score: -22486782.000000 Penalty: 3981.499756
	Iteration 78Q: 3 clusters Score -2.248678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 208516 members 
Entering Unmasked Estep 
Score: -22486780.000000 Penalty: 3981.499756
	Iteration 79Q: 3 clusters Score -2.248678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 208523 members 
Entering Unmasked Estep 
Score: -22486780.000000 Penalty: 3981.499756
	Iteration 80F: 3 clusters Score -2.248678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 208530 members 
Entering Unmasked Estep 
Score: -22486756.000000 Penalty: 3981.499756
	Iteration 81Q: 3 clusters Score -2.248676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 208539 members 
Entering Unmasked Estep 
Score: -22486772.000000 Penalty: 3981.499756
	Iteration 82Q: 3 clusters Score -2.248677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 208552 members 
Entering Unmasked Estep 
Score: -22486772.000000 Penalty: 3981.499756
	Iteration 83Q: 3 clusters Score -2.248677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -22486780.000000 Penalty: 3981.499756
	Iteration 84Q: 3 clusters Score -2.248678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 208560 members 
Entering Unmasked Estep 
Score: -22486790.000000 Penalty: 3981.499756
	Iteration 85Q: 3 clusters Score -2.248679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 208564 members 
Entering Unmasked Estep 
Score: -22486780.000000 Penalty: 3981.499756
	Iteration 86Q: 3 clusters Score -2.248678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 208567 members 
Entering Unmasked Estep 
Score: -22486790.000000 Penalty: 3981.499756
	Iteration 87Q: 3 clusters Score -2.248679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 208568 members 
Entering Unmasked Estep 
Score: -22486792.000000 Penalty: 3981.499756
	Iteration 88Q: 3 clusters Score -2.248679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 208570 members 
Entering Unmasked Estep 
Score: -22486796.000000 Penalty: 3981.499756
	Iteration 89Q: 3 clusters Score -2.24868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 208574 members 
Entering Unmasked Estep 
Score: -22486800.000000 Penalty: 3981.499756
	Iteration 90Q: 3 clusters Score -2.24868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 208576 members 
Entering Unmasked Estep 
Score: -22486804.000000 Penalty: 3981.499756
	Iteration 91Q: 3 clusters Score -2.24868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 208574 members 
Entering Unmasked Estep 
Score: -22486804.000000 Penalty: 3981.499756
	Iteration 92Q: 3 clusters Score -2.24868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 208578 members 
Entering Unmasked Estep 
Score: -22486780.000000 Penalty: 3981.499756
	Iteration 93Q: 3 clusters Score -2.248678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 208581 members 
Entering Unmasked Estep 
Score: -22486794.000000 Penalty: 3981.499756
	Iteration 94Q: 3 clusters Score -2.248679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 208583 members 
Entering Unmasked Estep 
Score: -22486800.000000 Penalty: 3981.499756
	Iteration 95Q: 3 clusters Score -2.24868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 208583 members 
Entering Unmasked Estep 
Score: -22486800.000000 Penalty: 3981.499756
	Iteration 96F: 3 clusters Score -2.24868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Entering Unmasked Estep 
Score: -1498106.750000 Penalty: 1545.639771
	Iteration 0F: 2 clusters Score -1498107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1488705.000000 Penalty: 3091.279541
	Iteration 0F: 3 clusters Score -1488705 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1491841.750000 Penalty: 3091.279541
	Iteration 1F: 3 clusters Score -1491842 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1492112.750000 Penalty: 3091.279541
	Iteration 2F: 3 clusters Score -1492113 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1492316.000000 Penalty: 3091.279541
	Iteration 3Q: 3 clusters Score -1492316 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1492457.125000 Penalty: 3091.279541
	Iteration 4Q: 3 clusters Score -1492457 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1492574.625000 Penalty: 3091.279541
	Iteration 5Q: 3 clusters Score -1492575 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1492675.875000 Penalty: 3091.279541
	Iteration 6Q: 3 clusters Score -1492676 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1492776.500000 Penalty: 3091.279541
	Iteration 7Q: 3 clusters Score -1492776 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1492893.125000 Penalty: 3091.279541
	Iteration 8Q: 3 clusters Score -1492893 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1493026.500000 Penalty: 3091.279541
	Iteration 9Q: 3 clusters Score -1493026 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1493215.375000 Penalty: 3091.279541
	Iteration 10Q: 3 clusters Score -1493215 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1493435.750000 Penalty: 3091.279541
	Iteration 11Q: 3 clusters Score -1493436 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1493719.250000 Penalty: 3091.279541
	Iteration 12Q: 3 clusters Score -1493719 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1494058.375000 Penalty: 3091.279541
	Iteration 13Q: 3 clusters Score -1494058 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1494449.875000 Penalty: 3091.279541
	Iteration 14Q: 3 clusters Score -1494450 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1494806.125000 Penalty: 3091.279541
	Iteration 15Q: 3 clusters Score -1494806 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1495030.000000 Penalty: 3091.279541
	Iteration 16Q: 3 clusters Score -1495030 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1495177.125000 Penalty: 3091.279541
	Iteration 17Q: 3 clusters Score -1495177 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1495291.625000 Penalty: 3091.279541
	Iteration 18Q: 3 clusters Score -1495292 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1495384.750000 Penalty: 3091.279541
	Iteration 19Q: 3 clusters Score -1495385 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1495480.125000 Penalty: 3091.279541
	Iteration 20F: 3 clusters Score -1495480 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1495550.125000 Penalty: 3091.279541
	Iteration 21Q: 3 clusters Score -1495550 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1495593.250000 Penalty: 3091.279541
	Iteration 22Q: 3 clusters Score -1495593 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1495642.375000 Penalty: 3091.279541
	Iteration 23Q: 3 clusters Score -1495642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1495678.125000 Penalty: 3091.279541
	Iteration 24Q: 3 clusters Score -1495678 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1495710.125000 Penalty: 3091.279541
	Iteration 25Q: 3 clusters Score -1495710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1495734.125000 Penalty: 3091.279541
	Iteration 26Q: 3 clusters Score -1495734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1495765.000000 Penalty: 3091.279541
	Iteration 27Q: 3 clusters Score -1495765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1495798.500000 Penalty: 3091.279541
	Iteration 28Q: 3 clusters Score -1495798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1495821.250000 Penalty: 3091.279541
	Iteration 29Q: 3 clusters Score -1495821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1495843.875000 Penalty: 3091.279541
	Iteration 30Q: 3 clusters Score -1495844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1495856.250000 Penalty: 3091.279541
	Iteration 31Q: 3 clusters Score -1495856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1495873.750000 Penalty: 3091.279541
	Iteration 32Q: 3 clusters Score -1495874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1495890.125000 Penalty: 3091.279541
	Iteration 33Q: 3 clusters Score -1495890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1495914.125000 Penalty: 3091.279541
	Iteration 34Q: 3 clusters Score -1495914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1495924.250000 Penalty: 3091.279541
	Iteration 35Q: 3 clusters Score -1495924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1495943.250000 Penalty: 3091.279541
	Iteration 36Q: 3 clusters Score -1495943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1495961.875000 Penalty: 3091.279541
	Iteration 37Q: 3 clusters Score -1495962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1495972.875000 Penalty: 3091.279541
	Iteration 38Q: 3 clusters Score -1495973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1495988.875000 Penalty: 3091.279541
	Iteration 39Q: 3 clusters Score -1495989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1496000.375000 Penalty: 3091.279541
	Iteration 40F: 3 clusters Score -1496000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1496006.250000 Penalty: 3091.279541
	Iteration 41Q: 3 clusters Score -1496006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1496018.250000 Penalty: 3091.279541
	Iteration 42Q: 3 clusters Score -1496018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1496032.500000 Penalty: 3091.279541
	Iteration 43Q: 3 clusters Score -1496032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1496039.500000 Penalty: 3091.279541
	Iteration 44Q: 3 clusters Score -1496040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1496044.500000 Penalty: 3091.279541
	Iteration 45Q: 3 clusters Score -1496044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1496052.375000 Penalty: 3091.279541
	Iteration 46Q: 3 clusters Score -1496052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1496057.375000 Penalty: 3091.279541
	Iteration 47Q: 3 clusters Score -1496057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1496061.875000 Penalty: 3091.279541
	Iteration 48Q: 3 clusters Score -1496062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1496068.000000 Penalty: 3091.279541
	Iteration 49Q: 3 clusters Score -1496068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1496071.500000 Penalty: 3091.279541
	Iteration 50Q: 3 clusters Score -1496072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1496073.125000 Penalty: 3091.279541
	Iteration 51Q: 3 clusters Score -1496073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1496072.500000 Penalty: 3091.279541
	Iteration 52Q: 3 clusters Score -1496072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1496076.000000 Penalty: 3091.279541
	Iteration 53Q: 3 clusters Score -1496076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1496075.000000 Penalty: 3091.279541
	Iteration 54Q: 3 clusters Score -1496075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1496076.250000 Penalty: 3091.279541
	Iteration 55Q: 3 clusters Score -1496076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1496076.000000 Penalty: 3091.279541
	Iteration 56Q: 3 clusters Score -1496076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1496081.750000 Penalty: 3091.279541
	Iteration 57Q: 3 clusters Score -1496082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1496082.750000 Penalty: 3091.279541
	Iteration 58Q: 3 clusters Score -1496083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1496082.625000 Penalty: 3091.279541
	Iteration 59Q: 3 clusters Score -1496083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1496088.125000 Penalty: 3091.279541
	Iteration 60F: 3 clusters Score -1496088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1496087.875000 Penalty: 3091.279541
	Iteration 61Q: 3 clusters Score -1496088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1496086.875000 Penalty: 3091.279541
	Iteration 62Q: 3 clusters Score -1496087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1496090.250000 Penalty: 3091.279541
	Iteration 63Q: 3 clusters Score -1496090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1496096.250000 Penalty: 3091.279541
	Iteration 64Q: 3 clusters Score -1496096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1496101.000000 Penalty: 3091.279541
	Iteration 65Q: 3 clusters Score -1496101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1496104.125000 Penalty: 3091.279541
	Iteration 66Q: 3 clusters Score -1496104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1496110.750000 Penalty: 3091.279541
	Iteration 67Q: 3 clusters Score -1496111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1496112.375000 Penalty: 3091.279541
	Iteration 68Q: 3 clusters Score -1496112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1496119.250000 Penalty: 3091.279541
	Iteration 69Q: 3 clusters Score -1496119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1496120.625000 Penalty: 3091.279541
	Iteration 70Q: 3 clusters Score -1496121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1496126.500000 Penalty: 3091.279541
	Iteration 71Q: 3 clusters Score -1496126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1496132.250000 Penalty: 3091.279541
	Iteration 72Q: 3 clusters Score -1496132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1496137.250000 Penalty: 3091.279541
	Iteration 73Q: 3 clusters Score -1496137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1496144.250000 Penalty: 3091.279541
	Iteration 74Q: 3 clusters Score -1496144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1496149.875000 Penalty: 3091.279541
	Iteration 75Q: 3 clusters Score -1496150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1496152.250000 Penalty: 3091.279541
	Iteration 76Q: 3 clusters Score -1496152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1496156.875000 Penalty: 3091.279541
	Iteration 77Q: 3 clusters Score -1496157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1496157.750000 Penalty: 3091.279541
	Iteration 78Q: 3 clusters Score -1496158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1496162.500000 Penalty: 3091.279541
	Iteration 79Q: 3 clusters Score -1496162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1496170.875000 Penalty: 3091.279541
	Iteration 80F: 3 clusters Score -1496171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1496174.625000 Penalty: 3091.279541
	Iteration 81Q: 3 clusters Score -1496175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1496182.375000 Penalty: 3091.279541
	Iteration 82Q: 3 clusters Score -1496182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1496187.000000 Penalty: 3091.279541
	Iteration 83Q: 3 clusters Score -1496187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1496197.750000 Penalty: 3091.279541
	Iteration 84Q: 3 clusters Score -1496198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1496206.000000 Penalty: 3091.279541
	Iteration 85Q: 3 clusters Score -1496206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1496216.750000 Penalty: 3091.279541
	Iteration 86Q: 3 clusters Score -1496217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1496222.875000 Penalty: 3091.279541
	Iteration 87Q: 3 clusters Score -1496223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1496229.750000 Penalty: 3091.279541
	Iteration 88Q: 3 clusters Score -1496230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1496236.750000 Penalty: 3091.279541
	Iteration 89Q: 3 clusters Score -1496237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1496242.125000 Penalty: 3091.279541
	Iteration 90Q: 3 clusters Score -1496242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1496254.000000 Penalty: 3091.279541
	Iteration 91Q: 3 clusters Score -1496254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1496259.000000 Penalty: 3091.279541
	Iteration 92Q: 3 clusters Score -1496259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1496270.500000 Penalty: 3091.279541
	Iteration 93Q: 3 clusters Score -1496270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1496280.125000 Penalty: 3091.279541
	Iteration 94Q: 3 clusters Score -1496280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1496293.000000 Penalty: 3091.279541
	Iteration 95Q: 3 clusters Score -1496293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1496302.375000 Penalty: 3091.279541
	Iteration 96Q: 3 clusters Score -1496302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1496308.375000 Penalty: 3091.279541
	Iteration 97Q: 3 clusters Score -1496308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1496323.875000 Penalty: 3091.279541
	Iteration 98Q: 3 clusters Score -1496324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1496340.125000 Penalty: 3091.279541
	Iteration 99Q: 3 clusters Score -1496340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1496347.375000 Penalty: 3091.279541
	Iteration 100F: 3 clusters Score -1496347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1496362.875000 Penalty: 3091.279541
	Iteration 101Q: 3 clusters Score -1496363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1496372.375000 Penalty: 3091.279541
	Iteration 102Q: 3 clusters Score -1496372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1496382.625000 Penalty: 3091.279541
	Iteration 103Q: 3 clusters Score -1496383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1496390.250000 Penalty: 3091.279541
	Iteration 104Q: 3 clusters Score -1496390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1496393.500000 Penalty: 3091.279541
	Iteration 105Q: 3 clusters Score -1496394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1496395.875000 Penalty: 3091.279541
	Iteration 106Q: 3 clusters Score -1496396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1496407.750000 Penalty: 3091.279541
	Iteration 107Q: 3 clusters Score -1496408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1496419.000000 Penalty: 3091.279541
	Iteration 108Q: 3 clusters Score -1496419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1496429.500000 Penalty: 3091.279541
	Iteration 109Q: 3 clusters Score -1496430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1496432.875000 Penalty: 3091.279541
	Iteration 110Q: 3 clusters Score -1496433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1496440.375000 Penalty: 3091.279541
	Iteration 111Q: 3 clusters Score -1496440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1496449.250000 Penalty: 3091.279541
	Iteration 112Q: 3 clusters Score -1496449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1496461.250000 Penalty: 3091.279541
	Iteration 113Q: 3 clusters Score -1496461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1496468.750000 Penalty: 3091.279541
	Iteration 114Q: 3 clusters Score -1496469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1496471.625000 Penalty: 3091.279541
	Iteration 115Q: 3 clusters Score -1496472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1496483.125000 Penalty: 3091.279541
	Iteration 116Q: 3 clusters Score -1496483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1496491.625000 Penalty: 3091.279541
	Iteration 117Q: 3 clusters Score -1496492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1496502.125000 Penalty: 3091.279541
	Iteration 118Q: 3 clusters Score -1496502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1496509.500000 Penalty: 3091.279541
	Iteration 119Q: 3 clusters Score -1496510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1496513.875000 Penalty: 3091.279541
	Iteration 120F: 3 clusters Score -1496514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1496522.500000 Penalty: 3091.279541
	Iteration 121Q: 3 clusters Score -1496522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1496533.125000 Penalty: 3091.279541
	Iteration 122Q: 3 clusters Score -1496533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1496537.375000 Penalty: 3091.279541
	Iteration 123Q: 3 clusters Score -1496537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1496542.750000 Penalty: 3091.279541
	Iteration 124Q: 3 clusters Score -1496543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1496545.625000 Penalty: 3091.279541
	Iteration 125Q: 3 clusters Score -1496546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1496548.750000 Penalty: 3091.279541
	Iteration 126Q: 3 clusters Score -1496549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1496554.250000 Penalty: 3091.279541
	Iteration 127Q: 3 clusters Score -1496554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1496554.000000 Penalty: 3091.279541
	Iteration 128Q: 3 clusters Score -1496554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1496559.250000 Penalty: 3091.279541
	Iteration 129Q: 3 clusters Score -1496559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1496565.500000 Penalty: 3091.279541
	Iteration 130Q: 3 clusters Score -1496566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1496578.625000 Penalty: 3091.279541
	Iteration 131Q: 3 clusters Score -1496579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1496586.625000 Penalty: 3091.279541
	Iteration 132Q: 3 clusters Score -1496587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1496603.375000 Penalty: 3091.279541
	Iteration 133Q: 3 clusters Score -1496603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1496612.500000 Penalty: 3091.279541
	Iteration 134Q: 3 clusters Score -1496612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1496620.375000 Penalty: 3091.279541
	Iteration 135Q: 3 clusters Score -1496620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1496632.625000 Penalty: 3091.279541
	Iteration 136Q: 3 clusters Score -1496633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1496645.750000 Penalty: 3091.279541
	Iteration 137Q: 3 clusters Score -1496646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1496660.625000 Penalty: 3091.279541
	Iteration 138Q: 3 clusters Score -1496661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1496675.250000 Penalty: 3091.279541
	Iteration 139Q: 3 clusters Score -1496675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1496687.500000 Penalty: 3091.279541
	Iteration 140F: 3 clusters Score -1496688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1496695.500000 Penalty: 3091.279541
	Iteration 141Q: 3 clusters Score -1496696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1496705.750000 Penalty: 3091.279541
	Iteration 142Q: 3 clusters Score -1496706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1496715.750000 Penalty: 3091.279541
	Iteration 143Q: 3 clusters Score -1496716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1496718.875000 Penalty: 3091.279541
	Iteration 144Q: 3 clusters Score -1496719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1496722.875000 Penalty: 3091.279541
	Iteration 145Q: 3 clusters Score -1496723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1496727.250000 Penalty: 3091.279541
	Iteration 146Q: 3 clusters Score -1496727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1496738.750000 Penalty: 3091.279541
	Iteration 147Q: 3 clusters Score -1496739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1496745.500000 Penalty: 3091.279541
	Iteration 148Q: 3 clusters Score -1496746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1496755.000000 Penalty: 3091.279541
	Iteration 149Q: 3 clusters Score -1496755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1496761.000000 Penalty: 3091.279541
	Iteration 150Q: 3 clusters Score -1496761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1496766.500000 Penalty: 3091.279541
	Iteration 151Q: 3 clusters Score -1496766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1496770.750000 Penalty: 3091.279541
	Iteration 152Q: 3 clusters Score -1496771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1496774.875000 Penalty: 3091.279541
	Iteration 153Q: 3 clusters Score -1496775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1496781.875000 Penalty: 3091.279541
	Iteration 154Q: 3 clusters Score -1496782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1496786.625000 Penalty: 3091.279541
	Iteration 155Q: 3 clusters Score -1496787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1496789.625000 Penalty: 3091.279541
	Iteration 156Q: 3 clusters Score -1496790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1496793.000000 Penalty: 3091.279541
	Iteration 157Q: 3 clusters Score -1496793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1496794.125000 Penalty: 3091.279541
	Iteration 158Q: 3 clusters Score -1496794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1496802.125000 Penalty: 3091.279541
	Iteration 159Q: 3 clusters Score -1496802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1496808.750000 Penalty: 3091.279541
	Iteration 160F: 3 clusters Score -1496809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1496813.125000 Penalty: 3091.279541
	Iteration 161Q: 3 clusters Score -1496813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1496814.375000 Penalty: 3091.279541
	Iteration 162Q: 3 clusters Score -1496814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1496815.625000 Penalty: 3091.279541
	Iteration 163Q: 3 clusters Score -1496816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1496819.125000 Penalty: 3091.279541
	Iteration 164Q: 3 clusters Score -1496819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1496823.000000 Penalty: 3091.279541
	Iteration 165Q: 3 clusters Score -1496823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1496824.000000 Penalty: 3091.279541
	Iteration 166Q: 3 clusters Score -1496824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1496824.375000 Penalty: 3091.279541
	Iteration 167Q: 3 clusters Score -1496824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1496825.375000 Penalty: 3091.279541
	Iteration 168Q: 3 clusters Score -1496825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1496827.375000 Penalty: 3091.279541
	Iteration 169Q: 3 clusters Score -1496827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1496828.375000 Penalty: 3091.279541
	Iteration 170Q: 3 clusters Score -1496828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1496829.875000 Penalty: 3091.279541
	Iteration 171Q: 3 clusters Score -1496830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1496831.125000 Penalty: 3091.279541
	Iteration 172Q: 3 clusters Score -1496831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1496831.125000 Penalty: 3091.279541
	Iteration 173F: 3 clusters Score -1496831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -333922.562500 Penalty: 1305.205688
	Iteration 0F: 2 clusters Score -333922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -331142.875000 Penalty: 2610.411377
	Iteration 0F: 3 clusters Score -331142.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -331811.843750 Penalty: 2610.411377
	Iteration 1F: 3 clusters Score -331811.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -331974.687500 Penalty: 2610.411377
	Iteration 2F: 3 clusters Score -331974.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -332085.000000 Penalty: 2610.411377
	Iteration 3F: 3 clusters Score -332085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -332182.937500 Penalty: 2610.411377
	Iteration 4Q: 3 clusters Score -332182.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -332279.375000 Penalty: 2610.411377
	Iteration 5Q: 3 clusters Score -332279.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -332372.937500 Penalty: 2610.411377
	Iteration 6Q: 3 clusters Score -332372.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -332458.593750 Penalty: 2610.411377
	Iteration 7Q: 3 clusters Score -332458.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -332528.781250 Penalty: 2610.411377
	Iteration 8Q: 3 clusters Score -332528.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -332584.281250 Penalty: 2610.411377
	Iteration 9Q: 3 clusters Score -332584.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -332640.187500 Penalty: 2610.411377
	Iteration 10Q: 3 clusters Score -332640.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -332696.437500 Penalty: 2610.411377
	Iteration 11Q: 3 clusters Score -332696.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -332761.406250 Penalty: 2610.411377
	Iteration 12Q: 3 clusters Score -332761.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -332828.500000 Penalty: 2610.411377
	Iteration 13Q: 3 clusters Score -332828.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -332883.156250 Penalty: 2610.411377
	Iteration 14Q: 3 clusters Score -332883.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -332933.156250 Penalty: 2610.411377
	Iteration 15Q: 3 clusters Score -332933.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -332962.625000 Penalty: 2610.411377
	Iteration 16Q: 3 clusters Score -332962.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -333005.562500 Penalty: 2610.411377
	Iteration 17Q: 3 clusters Score -333005.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -333041.343750 Penalty: 2610.411377
	Iteration 18Q: 3 clusters Score -333041.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -333076.187500 Penalty: 2610.411377
	Iteration 19Q: 3 clusters Score -333076.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -333121.031250 Penalty: 2610.411377
	Iteration 20F: 3 clusters Score -333121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -333171.750000 Penalty: 2610.411377
	Iteration 21Q: 3 clusters Score -333171.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -333246.031250 Penalty: 2610.411377
	Iteration 22Q: 3 clusters Score -333246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -333312.781250 Penalty: 2610.411377
	Iteration 23Q: 3 clusters Score -333312.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -333370.625000 Penalty: 2610.411377
	Iteration 24Q: 3 clusters Score -333370.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -333407.093750 Penalty: 2610.411377
	Iteration 25Q: 3 clusters Score -333407.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -333425.500000 Penalty: 2610.411377
	Iteration 26Q: 3 clusters Score -333425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -333434.187500 Penalty: 2610.411377
	Iteration 27Q: 3 clusters Score -333434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -333441.593750 Penalty: 2610.411377
	Iteration 28Q: 3 clusters Score -333441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -333447.750000 Penalty: 2610.411377
	Iteration 29Q: 3 clusters Score -333447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -333449.906250 Penalty: 2610.411377
	Iteration 30Q: 3 clusters Score -333449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -333453.875000 Penalty: 2610.411377
	Iteration 31Q: 3 clusters Score -333453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -333459.812500 Penalty: 2610.411377
	Iteration 32Q: 3 clusters Score -333459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -333465.281250 Penalty: 2610.411377
	Iteration 33Q: 3 clusters Score -333465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -333466.218750 Penalty: 2610.411377
	Iteration 34Q: 3 clusters Score -333466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -333468.562500 Penalty: 2610.411377
	Iteration 35Q: 3 clusters Score -333468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -333469.625000 Penalty: 2610.411377
	Iteration 36Q: 3 clusters Score -333469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -333470.093750 Penalty: 2610.411377
	Iteration 37Q: 3 clusters Score -333470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -333471.281250 Penalty: 2610.411377
	Iteration 38Q: 3 clusters Score -333471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -333472.625000 Penalty: 2610.411377
	Iteration 39Q: 3 clusters Score -333472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -333474.468750 Penalty: 2610.411377
	Iteration 40F: 3 clusters Score -333474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -333476.187500 Penalty: 2610.411377
	Iteration 41Q: 3 clusters Score -333476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -333477.093750 Penalty: 2610.411377
	Iteration 42Q: 3 clusters Score -333477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -333477.750000 Penalty: 2610.411377
	Iteration 43Q: 3 clusters Score -333477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -333478.625000 Penalty: 2610.411377
	Iteration 44Q: 3 clusters Score -333478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -333479.125000 Penalty: 2610.411377
	Iteration 45Q: 3 clusters Score -333479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -333478.937500 Penalty: 2610.411377
	Iteration 46Q: 3 clusters Score -333478.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -333478.937500 Penalty: 2610.411377
	Iteration 47F: 3 clusters Score -333478.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -261731.859375 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -261731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -259392.281250 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -259392.3 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -259893.015625 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -259893 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -260029.859375 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -260029.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -260115.296875 Penalty: 2529.276855
	Iteration 3F: 3 clusters Score -260115.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260167.187500 Penalty: 2529.276855
	Iteration 4Q: 3 clusters Score -260167.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -260199.859375 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -260199.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260224.375000 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -260224.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -260247.812500 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -260247.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -260271.000000 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -260271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260294.796875 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -260294.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260320.953125 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -260321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -260347.578125 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -260347.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -260365.921875 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -260365.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -260385.578125 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -260385.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -260402.484375 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -260402.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -260418.531250 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -260418.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -260428.656250 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -260428.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -260437.000000 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -260437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -260445.359375 Penalty: 2529.276855
	Iteration 18Q: 3 clusters Score -260445.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -260452.656250 Penalty: 2529.276855
	Iteration 19Q: 3 clusters Score -260452.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260455.234375 Penalty: 2529.276855
	Iteration 20F: 3 clusters Score -260455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -260457.546875 Penalty: 2529.276855
	Iteration 21Q: 3 clusters Score -260457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -260458.203125 Penalty: 2529.276855
	Iteration 22Q: 3 clusters Score -260458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260459.546875 Penalty: 2529.276855
	Iteration 23Q: 3 clusters Score -260459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -260460.375000 Penalty: 2529.276855
	Iteration 24Q: 3 clusters Score -260460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -260460.375000 Penalty: 2529.276855
	Iteration 25F: 3 clusters Score -260460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Entering Unmasked Estep 
Score: -5311164.500000 Penalty: 1752.518799
	Iteration 0F: 2 clusters Score -5311164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5278865.000000 Penalty: 3505.037598
	Iteration 0F: 3 clusters Score -5278865 nChanged 22572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5291611.500000 Penalty: 3505.037598
	Iteration 1F: 3 clusters Score -5291612 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5292027.000000 Penalty: 3505.037598
	Iteration 2Q: 3 clusters Score -5292027 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5292509.500000 Penalty: 3505.037598
	Iteration 3Q: 3 clusters Score -5292510 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5293129.000000 Penalty: 3505.037598
	Iteration 4Q: 3 clusters Score -5293129 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5294173.500000 Penalty: 3505.037598
	Iteration 5Q: 3 clusters Score -5294174 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -5295964.500000 Penalty: 3505.037598
	Iteration 6F: 3 clusters Score -5295964 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5298808.000000 Penalty: 3505.037598
	Iteration 7F: 3 clusters Score -5298808 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5302249.500000 Penalty: 3505.037598
	Iteration 8F: 3 clusters Score -5302250 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5305326.000000 Penalty: 3505.037598
	Iteration 9F: 3 clusters Score -5305326 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -5307500.500000 Penalty: 3505.037598
	Iteration 10Q: 3 clusters Score -5307500 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -5308618.000000 Penalty: 3505.037598
	Iteration 11Q: 3 clusters Score -5308618 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5309156.000000 Penalty: 3505.037598
	Iteration 12Q: 3 clusters Score -5309156 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -5309390.500000 Penalty: 3505.037598
	Iteration 13Q: 3 clusters Score -5309390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -5309501.000000 Penalty: 3505.037598
	Iteration 14Q: 3 clusters Score -5309501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -5309555.500000 Penalty: 3505.037598
	Iteration 15Q: 3 clusters Score -5309556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -5309576.500000 Penalty: 3505.037598
	Iteration 16Q: 3 clusters Score -5309576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -5309589.000000 Penalty: 3505.037598
	Iteration 17Q: 3 clusters Score -5309589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -5309601.500000 Penalty: 3505.037598
	Iteration 18Q: 3 clusters Score -5309602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -5309604.500000 Penalty: 3505.037598
	Iteration 19Q: 3 clusters Score -5309604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -5309611.000000 Penalty: 3505.037598
	Iteration 20F: 3 clusters Score -5309611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -5309619.000000 Penalty: 3505.037598
	Iteration 21Q: 3 clusters Score -5309619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -5309618.500000 Penalty: 3505.037598
	Iteration 22Q: 3 clusters Score -5309618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -5309618.500000 Penalty: 3505.037598
	Iteration 23F: 3 clusters Score -5309618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Entering Unmasked Estep 
Score: -13941557.000000 Penalty: 1910.182617
	Iteration 0F: 2 clusters Score -1.394156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -13856780.000000 Penalty: 3820.365234
	Iteration 0F: 3 clusters Score -1.385678e+07 nChanged 61059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -13893088.000000 Penalty: 3820.365234
	Iteration 1F: 3 clusters Score -1.389309e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -13894992.000000 Penalty: 3820.365234
	Iteration 2Q: 3 clusters Score -1.389499e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -13898497.000000 Penalty: 3820.365234
	Iteration 3F: 3 clusters Score -1.38985e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -13904545.000000 Penalty: 3820.365234
	Iteration 4F: 3 clusters Score -1.390454e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -13913194.000000 Penalty: 3820.365234
	Iteration 5F: 3 clusters Score -1.391319e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -13923008.000000 Penalty: 3820.365234
	Iteration 6F: 3 clusters Score -1.392301e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -13931239.000000 Penalty: 3820.365234
	Iteration 7F: 3 clusters Score -1.393124e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -13936327.000000 Penalty: 3820.365234
	Iteration 8Q: 3 clusters Score -1.393633e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -13938595.000000 Penalty: 3820.365234
	Iteration 9Q: 3 clusters Score -1.39386e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -13939397.000000 Penalty: 3820.365234
	Iteration 10Q: 3 clusters Score -1.39394e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 126561 members 
Entering Unmasked Estep 
Score: -13939731.000000 Penalty: 3820.365234
	Iteration 11Q: 3 clusters Score -1.393973e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -13939859.000000 Penalty: 3820.365234
	Iteration 12Q: 3 clusters Score -1.393986e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 126714 members 
Entering Unmasked Estep 
Score: -13939922.000000 Penalty: 3820.365234
	Iteration 13Q: 3 clusters Score -1.393992e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 126743 members 
Entering Unmasked Estep 
Score: -13939954.000000 Penalty: 3820.365234
	Iteration 14Q: 3 clusters Score -1.393995e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 126767 members 
Entering Unmasked Estep 
Score: -13939969.000000 Penalty: 3820.365234
	Iteration 15Q: 3 clusters Score -1.393997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 126782 members 
Entering Unmasked Estep 
Score: -13939988.000000 Penalty: 3820.365234
	Iteration 16Q: 3 clusters Score -1.393999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -13940006.000000 Penalty: 3820.365234
	Iteration 17Q: 3 clusters Score -1.394001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -13940015.000000 Penalty: 3820.365234
	Iteration 18Q: 3 clusters Score -1.394002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -13940019.000000 Penalty: 3820.365234
	Iteration 19Q: 3 clusters Score -1.394002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -13940030.000000 Penalty: 3820.365234
	Iteration 20F: 3 clusters Score -1.394003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -13940026.000000 Penalty: 3820.365234
	Iteration 21Q: 3 clusters Score -1.394003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -13940026.000000 Penalty: 3820.365234
	Iteration 22Q: 3 clusters Score -1.394003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -13940024.000000 Penalty: 3820.365234
	Iteration 23Q: 3 clusters Score -1.394002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -13940019.000000 Penalty: 3820.365234
	Iteration 24Q: 3 clusters Score -1.394002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -13940024.000000 Penalty: 3820.365234
	Iteration 25Q: 3 clusters Score -1.394002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -13940031.000000 Penalty: 3820.365234
	Iteration 26Q: 3 clusters Score -1.394003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -13940031.000000 Penalty: 3820.365234
	Iteration 27F: 3 clusters Score -1.394003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Entering Unmasked Estep 
Score: -17493018.000000 Penalty: 1948.807617
	Iteration 0F: 2 clusters Score -1.749302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -17387536.000000 Penalty: 3897.615234
	Iteration 0F: 3 clusters Score -1.738754e+07 nChanged 78193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -17433506.000000 Penalty: 3897.615234
	Iteration 1F: 3 clusters Score -1.743351e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -17434502.000000 Penalty: 3897.615234
	Iteration 2Q: 3 clusters Score -1.74345e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -17435948.000000 Penalty: 3897.615234
	Iteration 3Q: 3 clusters Score -1.743595e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -17438448.000000 Penalty: 3897.615234
	Iteration 4Q: 3 clusters Score -1.743845e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -17442696.000000 Penalty: 3897.615234
	Iteration 5Q: 3 clusters Score -1.74427e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 109153 members 
Entering Unmasked Estep 
Score: -17449332.000000 Penalty: 3897.615234
	Iteration 6F: 3 clusters Score -1.744933e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 120372 members 
Entering Unmasked Estep 
Score: -17458312.000000 Penalty: 3897.615234
	Iteration 7F: 3 clusters Score -1.745831e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -17469088.000000 Penalty: 3897.615234
	Iteration 8F: 3 clusters Score -1.746909e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 144233 members 
Entering Unmasked Estep 
Score: -17478720.000000 Penalty: 3897.615234
	Iteration 9F: 3 clusters Score -1.747872e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -17485194.000000 Penalty: 3897.615234
	Iteration 10F: 3 clusters Score -1.748519e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -17488642.000000 Penalty: 3897.615234
	Iteration 11Q: 3 clusters Score -1.748864e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -17490220.000000 Penalty: 3897.615234
	Iteration 12Q: 3 clusters Score -1.749022e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -17490924.000000 Penalty: 3897.615234
	Iteration 13Q: 3 clusters Score -1.749092e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -17491208.000000 Penalty: 3897.615234
	Iteration 14Q: 3 clusters Score -1.749121e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -17491346.000000 Penalty: 3897.615234
	Iteration 15Q: 3 clusters Score -1.749135e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 161005 members 
Entering Unmasked Estep 
Score: -17491404.000000 Penalty: 3897.615234
	Iteration 16Q: 3 clusters Score -1.74914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -17491466.000000 Penalty: 3897.615234
	Iteration 17Q: 3 clusters Score -1.749147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 161003 members 
Entering Unmasked Estep 
Score: -17491492.000000 Penalty: 3897.615234
	Iteration 18Q: 3 clusters Score -1.749149e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -17491512.000000 Penalty: 3897.615234
	Iteration 19Q: 3 clusters Score -1.749151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -17491518.000000 Penalty: 3897.615234
	Iteration 20F: 3 clusters Score -1.749152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -17491520.000000 Penalty: 3897.615234
	Iteration 21Q: 3 clusters Score -1.749152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -17491558.000000 Penalty: 3897.615234
	Iteration 22Q: 3 clusters Score -1.749156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -17491564.000000 Penalty: 3897.615234
	Iteration 23Q: 3 clusters Score -1.749156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 161005 members 
Entering Unmasked Estep 
Score: -17491554.000000 Penalty: 3897.615234
	Iteration 24Q: 3 clusters Score -1.749155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -17491570.000000 Penalty: 3897.615234
	Iteration 25Q: 3 clusters Score -1.749157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -17491576.000000 Penalty: 3897.615234
	Iteration 26Q: 3 clusters Score -1.749158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -17491582.000000 Penalty: 3897.615234
	Iteration 27Q: 3 clusters Score -1.749158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -17491574.000000 Penalty: 3897.615234
	Iteration 28Q: 3 clusters Score -1.749157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -17491576.000000 Penalty: 3897.615234
	Iteration 29Q: 3 clusters Score -1.749158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -17491576.000000 Penalty: 3897.615234
	Iteration 30F: 3 clusters Score -1.749158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -399423.031250 Penalty: 1334.674561
	Iteration 0F: 2 clusters Score -399423 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 1885 members 
Entering Unmasked Estep 
Score: -396245.968750 Penalty: 2669.349121
	Iteration 0F: 3 clusters Score -396246 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -397036.625000 Penalty: 2669.349121
	Iteration 1F: 3 clusters Score -397036.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -397185.468750 Penalty: 2669.349121
	Iteration 2F: 3 clusters Score -397185.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -397301.218750 Penalty: 2669.349121
	Iteration 3F: 3 clusters Score -397301.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -397401.750000 Penalty: 2669.349121
	Iteration 4Q: 3 clusters Score -397401.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -397481.281250 Penalty: 2669.349121
	Iteration 5Q: 3 clusters Score -397481.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -397559.218750 Penalty: 2669.349121
	Iteration 6Q: 3 clusters Score -397559.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -397636.812500 Penalty: 2669.349121
	Iteration 7Q: 3 clusters Score -397636.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -397733.718750 Penalty: 2669.349121
	Iteration 8Q: 3 clusters Score -397733.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -397829.625000 Penalty: 2669.349121
	Iteration 9Q: 3 clusters Score -397829.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -397928.187500 Penalty: 2669.349121
	Iteration 10Q: 3 clusters Score -397928.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -398021.500000 Penalty: 2669.349121
	Iteration 11Q: 3 clusters Score -398021.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -398097.968750 Penalty: 2669.349121
	Iteration 12Q: 3 clusters Score -398098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -398154.625000 Penalty: 2669.349121
	Iteration 13Q: 3 clusters Score -398154.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -398198.437500 Penalty: 2669.349121
	Iteration 14Q: 3 clusters Score -398198.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -398229.812500 Penalty: 2669.349121
	Iteration 15Q: 3 clusters Score -398229.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -398254.250000 Penalty: 2669.349121
	Iteration 16Q: 3 clusters Score -398254.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -398279.406250 Penalty: 2669.349121
	Iteration 17Q: 3 clusters Score -398279.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -398296.218750 Penalty: 2669.349121
	Iteration 18Q: 3 clusters Score -398296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -398313.656250 Penalty: 2669.349121
	Iteration 19Q: 3 clusters Score -398313.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -398327.906250 Penalty: 2669.349121
	Iteration 20F: 3 clusters Score -398327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -398336.562500 Penalty: 2669.349121
	Iteration 21Q: 3 clusters Score -398336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -398340.593750 Penalty: 2669.349121
	Iteration 22Q: 3 clusters Score -398340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -398343.843750 Penalty: 2669.349121
	Iteration 23Q: 3 clusters Score -398343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -398346.500000 Penalty: 2669.349121
	Iteration 24Q: 3 clusters Score -398346.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -398353.281250 Penalty: 2669.349121
	Iteration 25Q: 3 clusters Score -398353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -398354.656250 Penalty: 2669.349121
	Iteration 26Q: 3 clusters Score -398354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -398356.281250 Penalty: 2669.349121
	Iteration 27Q: 3 clusters Score -398356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -398356.250000 Penalty: 2669.349121
	Iteration 28Q: 3 clusters Score -398356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -398356.250000 Penalty: 2669.349121
	Iteration 29F: 3 clusters Score -398356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Entering Unmasked Estep 
Score: -2227230.000000 Penalty: 1610.143433
	Iteration 0F: 2 clusters Score -2227230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2213439.500000 Penalty: 3220.286865
	Iteration 0F: 3 clusters Score -2213440 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2218505.000000 Penalty: 3220.286865
	Iteration 1F: 3 clusters Score -2218505 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2218772.250000 Penalty: 3220.286865
	Iteration 2Q: 3 clusters Score -2218772 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2218944.250000 Penalty: 3220.286865
	Iteration 3Q: 3 clusters Score -2218944 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2219078.500000 Penalty: 3220.286865
	Iteration 4Q: 3 clusters Score -2219078 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2219207.000000 Penalty: 3220.286865
	Iteration 5Q: 3 clusters Score -2219207 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2219319.000000 Penalty: 3220.286865
	Iteration 6Q: 3 clusters Score -2219319 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2219425.750000 Penalty: 3220.286865
	Iteration 7Q: 3 clusters Score -2219426 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2219539.500000 Penalty: 3220.286865
	Iteration 8Q: 3 clusters Score -2219540 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2219677.500000 Penalty: 3220.286865
	Iteration 9Q: 3 clusters Score -2219678 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2219847.000000 Penalty: 3220.286865
	Iteration 10Q: 3 clusters Score -2219847 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2220047.750000 Penalty: 3220.286865
	Iteration 11Q: 3 clusters Score -2220048 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2220292.750000 Penalty: 3220.286865
	Iteration 12Q: 3 clusters Score -2220293 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2220638.500000 Penalty: 3220.286865
	Iteration 13Q: 3 clusters Score -2220638 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2221098.750000 Penalty: 3220.286865
	Iteration 14Q: 3 clusters Score -2221099 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2221696.750000 Penalty: 3220.286865
	Iteration 15Q: 3 clusters Score -2221697 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2222354.000000 Penalty: 3220.286865
	Iteration 16Q: 3 clusters Score -2222354 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2222884.750000 Penalty: 3220.286865
	Iteration 17Q: 3 clusters Score -2222885 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2223213.250000 Penalty: 3220.286865
	Iteration 18Q: 3 clusters Score -2223213 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2223380.000000 Penalty: 3220.286865
	Iteration 19Q: 3 clusters Score -2223380 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2223472.500000 Penalty: 3220.286865
	Iteration 20F: 3 clusters Score -2223472 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2223554.000000 Penalty: 3220.286865
	Iteration 21Q: 3 clusters Score -2223554 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2223639.000000 Penalty: 3220.286865
	Iteration 22Q: 3 clusters Score -2223639 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2223716.500000 Penalty: 3220.286865
	Iteration 23Q: 3 clusters Score -2223716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2223805.250000 Penalty: 3220.286865
	Iteration 24Q: 3 clusters Score -2223805 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2223907.250000 Penalty: 3220.286865
	Iteration 25Q: 3 clusters Score -2223907 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2224003.500000 Penalty: 3220.286865
	Iteration 26Q: 3 clusters Score -2224004 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2224073.250000 Penalty: 3220.286865
	Iteration 27Q: 3 clusters Score -2224073 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2224145.000000 Penalty: 3220.286865
	Iteration 28Q: 3 clusters Score -2224145 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2224203.000000 Penalty: 3220.286865
	Iteration 29Q: 3 clusters Score -2224203 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2224263.000000 Penalty: 3220.286865
	Iteration 30Q: 3 clusters Score -2224263 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2224327.250000 Penalty: 3220.286865
	Iteration 31Q: 3 clusters Score -2224327 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2224407.000000 Penalty: 3220.286865
	Iteration 32Q: 3 clusters Score -2224407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2224462.750000 Penalty: 3220.286865
	Iteration 33Q: 3 clusters Score -2224463 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2224529.750000 Penalty: 3220.286865
	Iteration 34Q: 3 clusters Score -2224530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2224594.500000 Penalty: 3220.286865
	Iteration 35Q: 3 clusters Score -2224594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2224645.000000 Penalty: 3220.286865
	Iteration 36Q: 3 clusters Score -2224645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2224689.750000 Penalty: 3220.286865
	Iteration 37Q: 3 clusters Score -2224690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2224737.250000 Penalty: 3220.286865
	Iteration 38Q: 3 clusters Score -2224737 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2224800.250000 Penalty: 3220.286865
	Iteration 39Q: 3 clusters Score -2224800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2224847.500000 Penalty: 3220.286865
	Iteration 40F: 3 clusters Score -2224848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2224901.250000 Penalty: 3220.286865
	Iteration 41Q: 3 clusters Score -2224901 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2224971.500000 Penalty: 3220.286865
	Iteration 42Q: 3 clusters Score -2224972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2225046.250000 Penalty: 3220.286865
	Iteration 43Q: 3 clusters Score -2225046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2225121.250000 Penalty: 3220.286865
	Iteration 44Q: 3 clusters Score -2225121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2225181.750000 Penalty: 3220.286865
	Iteration 45Q: 3 clusters Score -2225182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2225232.750000 Penalty: 3220.286865
	Iteration 46Q: 3 clusters Score -2225233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2225282.750000 Penalty: 3220.286865
	Iteration 47Q: 3 clusters Score -2225283 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2225314.250000 Penalty: 3220.286865
	Iteration 48Q: 3 clusters Score -2225314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2225353.250000 Penalty: 3220.286865
	Iteration 49Q: 3 clusters Score -2225353 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2225385.000000 Penalty: 3220.286865
	Iteration 50Q: 3 clusters Score -2225385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2225414.000000 Penalty: 3220.286865
	Iteration 51Q: 3 clusters Score -2225414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2225451.000000 Penalty: 3220.286865
	Iteration 52Q: 3 clusters Score -2225451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2225485.750000 Penalty: 3220.286865
	Iteration 53Q: 3 clusters Score -2225486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2225517.750000 Penalty: 3220.286865
	Iteration 54Q: 3 clusters Score -2225518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2225543.500000 Penalty: 3220.286865
	Iteration 55Q: 3 clusters Score -2225544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2225571.250000 Penalty: 3220.286865
	Iteration 56Q: 3 clusters Score -2225571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2225590.250000 Penalty: 3220.286865
	Iteration 57Q: 3 clusters Score -2225590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2225602.750000 Penalty: 3220.286865
	Iteration 58Q: 3 clusters Score -2225603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2225620.000000 Penalty: 3220.286865
	Iteration 59Q: 3 clusters Score -2225620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2225634.000000 Penalty: 3220.286865
	Iteration 60F: 3 clusters Score -2225634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2225644.750000 Penalty: 3220.286865
	Iteration 61Q: 3 clusters Score -2225645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2225658.500000 Penalty: 3220.286865
	Iteration 62Q: 3 clusters Score -2225658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2225676.250000 Penalty: 3220.286865
	Iteration 63Q: 3 clusters Score -2225676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2225703.000000 Penalty: 3220.286865
	Iteration 64Q: 3 clusters Score -2225703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2225726.250000 Penalty: 3220.286865
	Iteration 65Q: 3 clusters Score -2225726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2225744.750000 Penalty: 3220.286865
	Iteration 66Q: 3 clusters Score -2225745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2225761.000000 Penalty: 3220.286865
	Iteration 67Q: 3 clusters Score -2225761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2225773.500000 Penalty: 3220.286865
	Iteration 68Q: 3 clusters Score -2225774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2225781.000000 Penalty: 3220.286865
	Iteration 69Q: 3 clusters Score -2225781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2225791.000000 Penalty: 3220.286865
	Iteration 70Q: 3 clusters Score -2225791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2225796.250000 Penalty: 3220.286865
	Iteration 71Q: 3 clusters Score -2225796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2225799.750000 Penalty: 3220.286865
	Iteration 72Q: 3 clusters Score -2225800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2225804.250000 Penalty: 3220.286865
	Iteration 73Q: 3 clusters Score -2225804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2225803.750000 Penalty: 3220.286865
	Iteration 74Q: 3 clusters Score -2225804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2225804.000000 Penalty: 3220.286865
	Iteration 75Q: 3 clusters Score -2225804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2225804.000000 Penalty: 3220.286865
	Iteration 76F: 3 clusters Score -2225804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Entering Unmasked Estep 
Score: -4787010.500000 Penalty: 1743.558594
	Iteration 0F: 2 clusters Score -4787010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4756532.000000 Penalty: 3487.117188
	Iteration 0F: 3 clusters Score -4756532 nChanged 21214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -4768529.000000 Penalty: 3487.117188
	Iteration 1F: 3 clusters Score -4768529 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4768992.500000 Penalty: 3487.117188
	Iteration 2Q: 3 clusters Score -4768992 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4769547.500000 Penalty: 3487.117188
	Iteration 3Q: 3 clusters Score -4769548 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4770181.000000 Penalty: 3487.117188
	Iteration 4Q: 3 clusters Score -4770181 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4770966.500000 Penalty: 3487.117188
	Iteration 5Q: 3 clusters Score -4770966 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4771959.500000 Penalty: 3487.117188
	Iteration 6Q: 3 clusters Score -4771960 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4773112.000000 Penalty: 3487.117188
	Iteration 7Q: 3 clusters Score -4773112 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4774469.000000 Penalty: 3487.117188
	Iteration 8Q: 3 clusters Score -4774469 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4776018.000000 Penalty: 3487.117188
	Iteration 9F: 3 clusters Score -4776018 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -4777518.000000 Penalty: 3487.117188
	Iteration 10F: 3 clusters Score -4777518 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4778829.000000 Penalty: 3487.117188
	Iteration 11Q: 3 clusters Score -4778829 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4779908.500000 Penalty: 3487.117188
	Iteration 12Q: 3 clusters Score -4779908 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4780658.500000 Penalty: 3487.117188
	Iteration 13Q: 3 clusters Score -4780658 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4781259.500000 Penalty: 3487.117188
	Iteration 14Q: 3 clusters Score -4781260 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4781779.500000 Penalty: 3487.117188
	Iteration 15Q: 3 clusters Score -4781780 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4782224.500000 Penalty: 3487.117188
	Iteration 16Q: 3 clusters Score -4782224 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4782617.000000 Penalty: 3487.117188
	Iteration 17Q: 3 clusters Score -4782617 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4782962.500000 Penalty: 3487.117188
	Iteration 18Q: 3 clusters Score -4782962 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4783277.500000 Penalty: 3487.117188
	Iteration 19Q: 3 clusters Score -4783278 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4783567.500000 Penalty: 3487.117188
	Iteration 20F: 3 clusters Score -4783568 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4783778.500000 Penalty: 3487.117188
	Iteration 21Q: 3 clusters Score -4783778 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4783980.000000 Penalty: 3487.117188
	Iteration 22Q: 3 clusters Score -4783980 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -4784158.000000 Penalty: 3487.117188
	Iteration 23Q: 3 clusters Score -4784158 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4784331.500000 Penalty: 3487.117188
	Iteration 24Q: 3 clusters Score -4784332 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -4784488.000000 Penalty: 3487.117188
	Iteration 25Q: 3 clusters Score -4784488 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -4784635.500000 Penalty: 3487.117188
	Iteration 26Q: 3 clusters Score -4784636 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -4784754.500000 Penalty: 3487.117188
	Iteration 27Q: 3 clusters Score -4784754 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4784854.500000 Penalty: 3487.117188
	Iteration 28Q: 3 clusters Score -4784854 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -4784941.000000 Penalty: 3487.117188
	Iteration 29Q: 3 clusters Score -4784941 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -4785037.500000 Penalty: 3487.117188
	Iteration 30Q: 3 clusters Score -4785038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -4785152.000000 Penalty: 3487.117188
	Iteration 31Q: 3 clusters Score -4785152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -4785218.500000 Penalty: 3487.117188
	Iteration 32Q: 3 clusters Score -4785218 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -4785298.500000 Penalty: 3487.117188
	Iteration 33Q: 3 clusters Score -4785298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -4785383.500000 Penalty: 3487.117188
	Iteration 34Q: 3 clusters Score -4785384 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -4785465.500000 Penalty: 3487.117188
	Iteration 35Q: 3 clusters Score -4785466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -4785554.000000 Penalty: 3487.117188
	Iteration 36Q: 3 clusters Score -4785554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -4785614.500000 Penalty: 3487.117188
	Iteration 37Q: 3 clusters Score -4785614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4785665.000000 Penalty: 3487.117188
	Iteration 38Q: 3 clusters Score -4785665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -4785702.500000 Penalty: 3487.117188
	Iteration 39Q: 3 clusters Score -4785702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -4785738.000000 Penalty: 3487.117188
	Iteration 40F: 3 clusters Score -4785738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -4785801.500000 Penalty: 3487.117188
	Iteration 41Q: 3 clusters Score -4785802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -4785837.000000 Penalty: 3487.117188
	Iteration 42Q: 3 clusters Score -4785837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -4785875.500000 Penalty: 3487.117188
	Iteration 43Q: 3 clusters Score -4785876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -4785910.500000 Penalty: 3487.117188
	Iteration 44Q: 3 clusters Score -4785910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -4785926.500000 Penalty: 3487.117188
	Iteration 45Q: 3 clusters Score -4785926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -4785933.500000 Penalty: 3487.117188
	Iteration 46Q: 3 clusters Score -4785934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -4785951.000000 Penalty: 3487.117188
	Iteration 47Q: 3 clusters Score -4785951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -4785962.000000 Penalty: 3487.117188
	Iteration 48Q: 3 clusters Score -4785962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -4785982.000000 Penalty: 3487.117188
	Iteration 49Q: 3 clusters Score -4785982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -4785983.500000 Penalty: 3487.117188
	Iteration 50Q: 3 clusters Score -4785984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -4786001.500000 Penalty: 3487.117188
	Iteration 51Q: 3 clusters Score -4786002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -4786011.000000 Penalty: 3487.117188
	Iteration 52Q: 3 clusters Score -4786011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -4786019.000000 Penalty: 3487.117188
	Iteration 53Q: 3 clusters Score -4786019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -4786022.500000 Penalty: 3487.117188
	Iteration 54Q: 3 clusters Score -4786022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -4786029.000000 Penalty: 3487.117188
	Iteration 55Q: 3 clusters Score -4786029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -4786039.000000 Penalty: 3487.117188
	Iteration 56Q: 3 clusters Score -4786039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -4786043.000000 Penalty: 3487.117188
	Iteration 57Q: 3 clusters Score -4786043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -4786050.000000 Penalty: 3487.117188
	Iteration 58Q: 3 clusters Score -4786050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -4786057.000000 Penalty: 3487.117188
	Iteration 59Q: 3 clusters Score -4786057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -4786066.500000 Penalty: 3487.117188
	Iteration 60F: 3 clusters Score -4786066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -4786072.000000 Penalty: 3487.117188
	Iteration 61Q: 3 clusters Score -4786072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -4786075.500000 Penalty: 3487.117188
	Iteration 62Q: 3 clusters Score -4786076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -4786073.000000 Penalty: 3487.117188
	Iteration 63Q: 3 clusters Score -4786073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -4786082.500000 Penalty: 3487.117188
	Iteration 64Q: 3 clusters Score -4786082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -4786086.500000 Penalty: 3487.117188
	Iteration 65Q: 3 clusters Score -4786086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -4786102.500000 Penalty: 3487.117188
	Iteration 66Q: 3 clusters Score -4786102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -4786105.500000 Penalty: 3487.117188
	Iteration 67Q: 3 clusters Score -4786106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -4786114.000000 Penalty: 3487.117188
	Iteration 68Q: 3 clusters Score -4786114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -4786116.500000 Penalty: 3487.117188
	Iteration 69Q: 3 clusters Score -4786116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -4786123.500000 Penalty: 3487.117188
	Iteration 70Q: 3 clusters Score -4786124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -4786128.500000 Penalty: 3487.117188
	Iteration 71Q: 3 clusters Score -4786128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -4786129.500000 Penalty: 3487.117188
	Iteration 72Q: 3 clusters Score -4786130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -4786139.000000 Penalty: 3487.117188
	Iteration 73Q: 3 clusters Score -4786139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -4786140.500000 Penalty: 3487.117188
	Iteration 74Q: 3 clusters Score -4786140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -4786143.000000 Penalty: 3487.117188
	Iteration 75Q: 3 clusters Score -4786143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -4786145.500000 Penalty: 3487.117188
	Iteration 76Q: 3 clusters Score -4786146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -4786144.000000 Penalty: 3487.117188
	Iteration 77Q: 3 clusters Score -4786144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -4786150.000000 Penalty: 3487.117188
	Iteration 78Q: 3 clusters Score -4786150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -4786148.000000 Penalty: 3487.117188
	Iteration 79Q: 3 clusters Score -4786148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -4786145.000000 Penalty: 3487.117188
	Iteration 80F: 3 clusters Score -4786145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -4786143.000000 Penalty: 3487.117188
	Iteration 81Q: 3 clusters Score -4786143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -4786143.000000 Penalty: 3487.117188
	Iteration 82F: 3 clusters Score -4786143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -262999.906250 Penalty: 1271.991455
	Iteration 0F: 2 clusters Score -262999.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -260581.703125 Penalty: 2543.982910
	Iteration 0F: 3 clusters Score -260581.7 nChanged 883
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: -261135.406250 Penalty: 2543.982910
	Iteration 1F: 3 clusters Score -261135.4 nChanged 191
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: -261247.328125 Penalty: 2543.982910
	Iteration 2F: 3 clusters Score -261247.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261319.171875 Penalty: 2543.982910
	Iteration 3Q: 3 clusters Score -261319.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -261360.609375 Penalty: 2543.982910
	Iteration 4Q: 3 clusters Score -261360.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -261392.484375 Penalty: 2543.982910
	Iteration 5Q: 3 clusters Score -261392.5 nChanged 44
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: -261416.765625 Penalty: 2543.982910
	Iteration 6Q: 3 clusters Score -261416.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -261440.703125 Penalty: 2543.982910
	Iteration 7Q: 3 clusters Score -261440.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -261455.265625 Penalty: 2543.982910
	Iteration 8Q: 3 clusters Score -261455.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -261462.593750 Penalty: 2543.982910
	Iteration 9Q: 3 clusters Score -261462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -261470.078125 Penalty: 2543.982910
	Iteration 10Q: 3 clusters Score -261470.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -261477.921875 Penalty: 2543.982910
	Iteration 11Q: 3 clusters Score -261477.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -261485.500000 Penalty: 2543.982910
	Iteration 12Q: 3 clusters Score -261485.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -261488.406250 Penalty: 2543.982910
	Iteration 13Q: 3 clusters Score -261488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -261492.343750 Penalty: 2543.982910
	Iteration 14Q: 3 clusters Score -261492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -261496.140625 Penalty: 2543.982910
	Iteration 15Q: 3 clusters Score -261496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -261497.500000 Penalty: 2543.982910
	Iteration 16Q: 3 clusters Score -261497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -261498.828125 Penalty: 2543.982910
	Iteration 17Q: 3 clusters Score -261498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -261500.500000 Penalty: 2543.982910
	Iteration 18Q: 3 clusters Score -261500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -261500.484375 Penalty: 2543.982910
	Iteration 19Q: 3 clusters Score -261500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261500.375000 Penalty: 2543.982910
	Iteration 20F: 3 clusters Score -261500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Entering Unmasked Estep 
Score: -8244806.000000 Penalty: 1824.156128
	Iteration 0F: 2 clusters Score -8244806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -8194701.500000 Penalty: 3648.312256
	Iteration 0F: 3 clusters Score -8194702 nChanged 35616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -8215233.000000 Penalty: 3648.312256
	Iteration 1F: 3 clusters Score -8215233 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8216095.500000 Penalty: 3648.312256
	Iteration 2Q: 3 clusters Score -8216096 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -8217191.500000 Penalty: 3648.312256
	Iteration 3Q: 3 clusters Score -8217192 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -8218521.000000 Penalty: 3648.312256
	Iteration 4Q: 3 clusters Score -8218521 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -8220003.500000 Penalty: 3648.312256
	Iteration 5Q: 3 clusters Score -8220004 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -8221744.500000 Penalty: 3648.312256
	Iteration 6F: 3 clusters Score -8221744 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -8224042.500000 Penalty: 3648.312256
	Iteration 7F: 3 clusters Score -8224042 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -8227179.500000 Penalty: 3648.312256
	Iteration 8F: 3 clusters Score -8227180 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -8230963.000000 Penalty: 3648.312256
	Iteration 9F: 3 clusters Score -8230963 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8234556.000000 Penalty: 3648.312256
	Iteration 10F: 3 clusters Score -8234556 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -8236699.500000 Penalty: 3648.312256
	Iteration 11Q: 3 clusters Score -8236700 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -8237709.500000 Penalty: 3648.312256
	Iteration 12Q: 3 clusters Score -8237710 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8238242.500000 Penalty: 3648.312256
	Iteration 13Q: 3 clusters Score -8238242 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -8238623.000000 Penalty: 3648.312256
	Iteration 14Q: 3 clusters Score -8238623 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -8239006.500000 Penalty: 3648.312256
	Iteration 15Q: 3 clusters Score -8239006 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -8239315.500000 Penalty: 3648.312256
	Iteration 16Q: 3 clusters Score -8239316 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -8239632.500000 Penalty: 3648.312256
	Iteration 17Q: 3 clusters Score -8239632 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -8239901.500000 Penalty: 3648.312256
	Iteration 18Q: 3 clusters Score -8239902 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -8240260.500000 Penalty: 3648.312256
	Iteration 19Q: 3 clusters Score -8240260 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -8240527.500000 Penalty: 3648.312256
	Iteration 20F: 3 clusters Score -8240528 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -8240712.500000 Penalty: 3648.312256
	Iteration 21Q: 3 clusters Score -8240712 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -8240942.000000 Penalty: 3648.312256
	Iteration 22Q: 3 clusters Score -8240942 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8241211.500000 Penalty: 3648.312256
	Iteration 23Q: 3 clusters Score -8241212 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -8241470.000000 Penalty: 3648.312256
	Iteration 24Q: 3 clusters Score -8241470 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -8241738.000000 Penalty: 3648.312256
	Iteration 25Q: 3 clusters Score -8241738 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -8241942.000000 Penalty: 3648.312256
	Iteration 26Q: 3 clusters Score -8241942 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8242175.500000 Penalty: 3648.312256
	Iteration 27Q: 3 clusters Score -8242176 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8242308.000000 Penalty: 3648.312256
	Iteration 28Q: 3 clusters Score -8242308 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -8242451.500000 Penalty: 3648.312256
	Iteration 29Q: 3 clusters Score -8242452 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -8242620.500000 Penalty: 3648.312256
	Iteration 30Q: 3 clusters Score -8242620 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -8242755.000000 Penalty: 3648.312256
	Iteration 31Q: 3 clusters Score -8242755 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8242882.500000 Penalty: 3648.312256
	Iteration 32Q: 3 clusters Score -8242882 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8242992.500000 Penalty: 3648.312256
	Iteration 33Q: 3 clusters Score -8242992 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8243096.000000 Penalty: 3648.312256
	Iteration 34Q: 3 clusters Score -8243096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8243171.000000 Penalty: 3648.312256
	Iteration 35Q: 3 clusters Score -8243171 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8243225.000000 Penalty: 3648.312256
	Iteration 36Q: 3 clusters Score -8243225 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8243316.000000 Penalty: 3648.312256
	Iteration 37Q: 3 clusters Score -8243316 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8243375.500000 Penalty: 3648.312256
	Iteration 38Q: 3 clusters Score -8243376 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8243433.000000 Penalty: 3648.312256
	Iteration 39Q: 3 clusters Score -8243433 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8243462.500000 Penalty: 3648.312256
	Iteration 40F: 3 clusters Score -8243462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8243513.000000 Penalty: 3648.312256
	Iteration 41Q: 3 clusters Score -8243513 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8243540.500000 Penalty: 3648.312256
	Iteration 42Q: 3 clusters Score -8243540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8243563.000000 Penalty: 3648.312256
	Iteration 43Q: 3 clusters Score -8243563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8243591.500000 Penalty: 3648.312256
	Iteration 44Q: 3 clusters Score -8243592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8243603.000000 Penalty: 3648.312256
	Iteration 45Q: 3 clusters Score -8243603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8243614.500000 Penalty: 3648.312256
	Iteration 46Q: 3 clusters Score -8243614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8243620.500000 Penalty: 3648.312256
	Iteration 47Q: 3 clusters Score -8243620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8243631.000000 Penalty: 3648.312256
	Iteration 48Q: 3 clusters Score -8243631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8243643.500000 Penalty: 3648.312256
	Iteration 49Q: 3 clusters Score -8243644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8243673.000000 Penalty: 3648.312256
	Iteration 50Q: 3 clusters Score -8243673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8243672.500000 Penalty: 3648.312256
	Iteration 51Q: 3 clusters Score -8243672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8243692.000000 Penalty: 3648.312256
	Iteration 52Q: 3 clusters Score -8243692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8243690.000000 Penalty: 3648.312256
	Iteration 53Q: 3 clusters Score -8243690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8243692.000000 Penalty: 3648.312256
	Iteration 54Q: 3 clusters Score -8243692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8243696.500000 Penalty: 3648.312256
	Iteration 55Q: 3 clusters Score -8243696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8243694.500000 Penalty: 3648.312256
	Iteration 56Q: 3 clusters Score -8243694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8243701.000000 Penalty: 3648.312256
	Iteration 57Q: 3 clusters Score -8243701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8243700.500000 Penalty: 3648.312256
	Iteration 58Q: 3 clusters Score -8243700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8243707.500000 Penalty: 3648.312256
	Iteration 59Q: 3 clusters Score -8243708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8243696.000000 Penalty: 3648.312256
	Iteration 60F: 3 clusters Score -8243696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8243702.000000 Penalty: 3648.312256
	Iteration 61Q: 3 clusters Score -8243702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8243697.500000 Penalty: 3648.312256
	Iteration 62Q: 3 clusters Score -8243698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8243702.500000 Penalty: 3648.312256
	Iteration 63Q: 3 clusters Score -8243702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8243698.500000 Penalty: 3648.312256
	Iteration 64Q: 3 clusters Score -8243698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8243702.000000 Penalty: 3648.312256
	Iteration 65Q: 3 clusters Score -8243702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8243711.000000 Penalty: 3648.312256
	Iteration 66Q: 3 clusters Score -8243711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8243707.000000 Penalty: 3648.312256
	Iteration 67Q: 3 clusters Score -8243707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8243708.500000 Penalty: 3648.312256
	Iteration 68Q: 3 clusters Score -8243708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8243707.500000 Penalty: 3648.312256
	Iteration 69Q: 3 clusters Score -8243708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8243706.000000 Penalty: 3648.312256
	Iteration 70Q: 3 clusters Score -8243706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8243709.000000 Penalty: 3648.312256
	Iteration 71Q: 3 clusters Score -8243709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8243702.000000 Penalty: 3648.312256
	Iteration 72Q: 3 clusters Score -8243702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8243700.000000 Penalty: 3648.312256
	Iteration 73Q: 3 clusters Score -8243700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8243706.000000 Penalty: 3648.312256
	Iteration 74Q: 3 clusters Score -8243706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8243706.000000 Penalty: 3648.312256
	Iteration 75Q: 3 clusters Score -8243706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8243705.500000 Penalty: 3648.312256
	Iteration 76Q: 3 clusters Score -8243706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8243707.500000 Penalty: 3648.312256
	Iteration 77Q: 3 clusters Score -8243708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8243711.500000 Penalty: 3648.312256
	Iteration 78Q: 3 clusters Score -8243712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8243707.000000 Penalty: 3648.312256
	Iteration 79Q: 3 clusters Score -8243707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8243710.000000 Penalty: 3648.312256
	Iteration 80F: 3 clusters Score -8243710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8243709.500000 Penalty: 3648.312256
	Iteration 81Q: 3 clusters Score -8243710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8243704.500000 Penalty: 3648.312256
	Iteration 82Q: 3 clusters Score -8243704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8243710.500000 Penalty: 3648.312256
	Iteration 83Q: 3 clusters Score -8243710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8243708.500000 Penalty: 3648.312256
	Iteration 84Q: 3 clusters Score -8243708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8243702.500000 Penalty: 3648.312256
	Iteration 85Q: 3 clusters Score -8243702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8243708.500000 Penalty: 3648.312256
	Iteration 86Q: 3 clusters Score -8243708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8243702.000000 Penalty: 3648.312256
	Iteration 87Q: 3 clusters Score -8243702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8243700.000000 Penalty: 3648.312256
	Iteration 88Q: 3 clusters Score -8243700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8243705.000000 Penalty: 3648.312256
	Iteration 89Q: 3 clusters Score -8243705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8243704.000000 Penalty: 3648.312256
	Iteration 90Q: 3 clusters Score -8243704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8243703.000000 Penalty: 3648.312256
	Iteration 91Q: 3 clusters Score -8243703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8243703.000000 Penalty: 3648.312256
	Iteration 92F: 3 clusters Score -8243703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -282317.343750 Penalty: 1289.649170
	Iteration 0F: 2 clusters Score -282317.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -279754.343750 Penalty: 2579.298340
	Iteration 0F: 3 clusters Score -279754.3 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -280476.343750 Penalty: 2579.298340
	Iteration 1F: 3 clusters Score -280476.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -280783.781250 Penalty: 2579.298340
	Iteration 2F: 3 clusters Score -280783.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -281059.750000 Penalty: 2579.298340
	Iteration 3F: 3 clusters Score -281059.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -281286.375000 Penalty: 2579.298340
	Iteration 4F: 3 clusters Score -281286.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -281468.593750 Penalty: 2579.298340
	Iteration 5F: 3 clusters Score -281468.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -281598.312500 Penalty: 2579.298340
	Iteration 6F: 3 clusters Score -281598.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -281724.937500 Penalty: 2579.298340
	Iteration 7Q: 3 clusters Score -281724.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -281839.093750 Penalty: 2579.298340
	Iteration 8Q: 3 clusters Score -281839.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -281915.000000 Penalty: 2579.298340
	Iteration 9Q: 3 clusters Score -281915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -281953.281250 Penalty: 2579.298340
	Iteration 10Q: 3 clusters Score -281953.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -281997.718750 Penalty: 2579.298340
	Iteration 11Q: 3 clusters Score -281997.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -282044.625000 Penalty: 2579.298340
	Iteration 12Q: 3 clusters Score -282044.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -282091.687500 Penalty: 2579.298340
	Iteration 13Q: 3 clusters Score -282091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -282128.312500 Penalty: 2579.298340
	Iteration 14Q: 3 clusters Score -282128.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -282161.812500 Penalty: 2579.298340
	Iteration 15Q: 3 clusters Score -282161.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -282187.312500 Penalty: 2579.298340
	Iteration 16Q: 3 clusters Score -282187.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -282203.875000 Penalty: 2579.298340
	Iteration 17Q: 3 clusters Score -282203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -282215.093750 Penalty: 2579.298340
	Iteration 18Q: 3 clusters Score -282215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -282222.406250 Penalty: 2579.298340
	Iteration 19Q: 3 clusters Score -282222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -282224.812500 Penalty: 2579.298340
	Iteration 20F: 3 clusters Score -282224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -282226.875000 Penalty: 2579.298340
	Iteration 21Q: 3 clusters Score -282226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -282228.093750 Penalty: 2579.298340
	Iteration 22Q: 3 clusters Score -282228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -282228.250000 Penalty: 2579.298340
	Iteration 23Q: 3 clusters Score -282228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -282228.250000 Penalty: 2579.298340
	Iteration 24F: 3 clusters Score -282228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -164228.281250 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -164228.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162491.906250 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -162491.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162875.093750 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -162875.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162968.140625 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -162968.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -163016.625000 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -163016.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163062.765625 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -163062.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163101.875000 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -163101.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163130.640625 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -163130.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163156.921875 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -163156.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163192.765625 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -163192.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163215.687500 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -163215.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163233.000000 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -163233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163246.796875 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -163246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163251.546875 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -163251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163253.453125 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -163253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163254.500000 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -163254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163255.406250 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -163255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163255.406250 Penalty: 2377.446045
	Iteration 16F: 3 clusters Score -163255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -590496.875000 Penalty: 1395.099243
	Iteration 0F: 2 clusters Score -590496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -586280.125000 Penalty: 2790.198486
	Iteration 0F: 3 clusters Score -586280.1 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -587406.875000 Penalty: 2790.198486
	Iteration 1F: 3 clusters Score -587406.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -587555.437500 Penalty: 2790.198486
	Iteration 2F: 3 clusters Score -587555.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -587670.312500 Penalty: 2790.198486
	Iteration 3Q: 3 clusters Score -587670.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -587757.875000 Penalty: 2790.198486
	Iteration 4Q: 3 clusters Score -587757.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -587835.687500 Penalty: 2790.198486
	Iteration 5Q: 3 clusters Score -587835.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -587909.687500 Penalty: 2790.198486
	Iteration 6Q: 3 clusters Score -587909.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -587980.250000 Penalty: 2790.198486
	Iteration 7Q: 3 clusters Score -587980.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -588046.875000 Penalty: 2790.198486
	Iteration 8Q: 3 clusters Score -588046.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -588109.437500 Penalty: 2790.198486
	Iteration 9Q: 3 clusters Score -588109.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -588160.500000 Penalty: 2790.198486
	Iteration 10Q: 3 clusters Score -588160.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -588211.500000 Penalty: 2790.198486
	Iteration 11Q: 3 clusters Score -588211.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -588257.750000 Penalty: 2790.198486
	Iteration 12Q: 3 clusters Score -588257.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -588314.000000 Penalty: 2790.198486
	Iteration 13Q: 3 clusters Score -588314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -588394.312500 Penalty: 2790.198486
	Iteration 14Q: 3 clusters Score -588394.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -588489.062500 Penalty: 2790.198486
	Iteration 15Q: 3 clusters Score -588489.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -588586.500000 Penalty: 2790.198486
	Iteration 16Q: 3 clusters Score -588586.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -588685.812500 Penalty: 2790.198486
	Iteration 17Q: 3 clusters Score -588685.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -588772.812500 Penalty: 2790.198486
	Iteration 18Q: 3 clusters Score -588772.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -588859.437500 Penalty: 2790.198486
	Iteration 19Q: 3 clusters Score -588859.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -588945.500000 Penalty: 2790.198486
	Iteration 20F: 3 clusters Score -588945.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -589008.000000 Penalty: 2790.198486
	Iteration 21Q: 3 clusters Score -589008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -589050.687500 Penalty: 2790.198486
	Iteration 22Q: 3 clusters Score -589050.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -589084.312500 Penalty: 2790.198486
	Iteration 23Q: 3 clusters Score -589084.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -589107.437500 Penalty: 2790.198486
	Iteration 24Q: 3 clusters Score -589107.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -589124.500000 Penalty: 2790.198486
	Iteration 25Q: 3 clusters Score -589124.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -589140.312500 Penalty: 2790.198486
	Iteration 26Q: 3 clusters Score -589140.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -589150.500000 Penalty: 2790.198486
	Iteration 27Q: 3 clusters Score -589150.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -589158.437500 Penalty: 2790.198486
	Iteration 28Q: 3 clusters Score -589158.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -589165.937500 Penalty: 2790.198486
	Iteration 29Q: 3 clusters Score -589165.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -589174.000000 Penalty: 2790.198486
	Iteration 30Q: 3 clusters Score -589174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -589176.937500 Penalty: 2790.198486
	Iteration 31Q: 3 clusters Score -589176.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -589180.250000 Penalty: 2790.198486
	Iteration 32Q: 3 clusters Score -589180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -589182.312500 Penalty: 2790.198486
	Iteration 33Q: 3 clusters Score -589182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -589186.187500 Penalty: 2790.198486
	Iteration 34Q: 3 clusters Score -589186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -589186.375000 Penalty: 2790.198486
	Iteration 35Q: 3 clusters Score -589186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -589188.312500 Penalty: 2790.198486
	Iteration 36Q: 3 clusters Score -589188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -589191.812500 Penalty: 2790.198486
	Iteration 37Q: 3 clusters Score -589191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -589194.437500 Penalty: 2790.198486
	Iteration 38Q: 3 clusters Score -589194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -589197.562500 Penalty: 2790.198486
	Iteration 39Q: 3 clusters Score -589197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -589203.125000 Penalty: 2790.198486
	Iteration 40F: 3 clusters Score -589203.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -589205.062500 Penalty: 2790.198486
	Iteration 41Q: 3 clusters Score -589205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -589207.125000 Penalty: 2790.198486
	Iteration 42Q: 3 clusters Score -589207.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -589210.562500 Penalty: 2790.198486
	Iteration 43Q: 3 clusters Score -589210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -589211.437500 Penalty: 2790.198486
	Iteration 44Q: 3 clusters Score -589211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -589214.562500 Penalty: 2790.198486
	Iteration 45Q: 3 clusters Score -589214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -589218.000000 Penalty: 2790.198486
	Iteration 46Q: 3 clusters Score -589218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -589219.187500 Penalty: 2790.198486
	Iteration 47Q: 3 clusters Score -589219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -589220.500000 Penalty: 2790.198486
	Iteration 48Q: 3 clusters Score -589220.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -589221.312500 Penalty: 2790.198486
	Iteration 49Q: 3 clusters Score -589221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -589223.187500 Penalty: 2790.198486
	Iteration 50Q: 3 clusters Score -589223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -589224.187500 Penalty: 2790.198486
	Iteration 51Q: 3 clusters Score -589224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -589224.187500 Penalty: 2790.198486
	Iteration 52Q: 3 clusters Score -589224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -589225.875000 Penalty: 2790.198486
	Iteration 53Q: 3 clusters Score -589225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -589227.500000 Penalty: 2790.198486
	Iteration 54Q: 3 clusters Score -589227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -589227.625000 Penalty: 2790.198486
	Iteration 55Q: 3 clusters Score -589227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -589229.187500 Penalty: 2790.198486
	Iteration 56Q: 3 clusters Score -589229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -589229.000000 Penalty: 2790.198486
	Iteration 57Q: 3 clusters Score -589229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -589232.125000 Penalty: 2790.198486
	Iteration 58Q: 3 clusters Score -589232.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -589236.000000 Penalty: 2790.198486
	Iteration 59Q: 3 clusters Score -589236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -589238.187500 Penalty: 2790.198486
	Iteration 60F: 3 clusters Score -589238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -589244.312500 Penalty: 2790.198486
	Iteration 61Q: 3 clusters Score -589244.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -589246.125000 Penalty: 2790.198486
	Iteration 62Q: 3 clusters Score -589246.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -589253.062500 Penalty: 2790.198486
	Iteration 63Q: 3 clusters Score -589253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -589258.312500 Penalty: 2790.198486
	Iteration 64Q: 3 clusters Score -589258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -589264.687500 Penalty: 2790.198486
	Iteration 65Q: 3 clusters Score -589264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -589272.625000 Penalty: 2790.198486
	Iteration 66Q: 3 clusters Score -589272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -589277.437500 Penalty: 2790.198486
	Iteration 67Q: 3 clusters Score -589277.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -589281.625000 Penalty: 2790.198486
	Iteration 68Q: 3 clusters Score -589281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -589284.250000 Penalty: 2790.198486
	Iteration 69Q: 3 clusters Score -589284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -589285.437500 Penalty: 2790.198486
	Iteration 70Q: 3 clusters Score -589285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -589286.687500 Penalty: 2790.198486
	Iteration 71Q: 3 clusters Score -589286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -589287.500000 Penalty: 2790.198486
	Iteration 72Q: 3 clusters Score -589287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -589287.500000 Penalty: 2790.198486
	Iteration 73F: 3 clusters Score -589287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Entering Unmasked Estep 
Score: -1653671.125000 Penalty: 1562.177856
	Iteration 0F: 2 clusters Score -1653671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1643251.000000 Penalty: 3124.355713
	Iteration 0F: 3 clusters Score -1643251 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1647462.750000 Penalty: 3124.355713
	Iteration 1F: 3 clusters Score -1647463 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1648447.750000 Penalty: 3124.355713
	Iteration 2F: 3 clusters Score -1648448 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1649297.125000 Penalty: 3124.355713
	Iteration 3F: 3 clusters Score -1649297 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1650164.000000 Penalty: 3124.355713
	Iteration 4F: 3 clusters Score -1650164 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1651069.625000 Penalty: 3124.355713
	Iteration 5F: 3 clusters Score -1651070 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1651999.500000 Penalty: 3124.355713
	Iteration 6F: 3 clusters Score -1652000 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1652828.000000 Penalty: 3124.355713
	Iteration 7F: 3 clusters Score -1652828 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1653398.250000 Penalty: 3124.355713
	Iteration 8Q: 3 clusters Score -1653398 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1653718.375000 Penalty: 3124.355713
	Iteration 9Q: 3 clusters Score -1653718 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1653912.500000 Penalty: 3124.355713
	Iteration 10Q: 3 clusters Score -1653912 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1654052.125000 Penalty: 3124.355713
	Iteration 11Q: 3 clusters Score -1654052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1654167.750000 Penalty: 3124.355713
	Iteration 12Q: 3 clusters Score -1654168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1654270.250000 Penalty: 3124.355713
	Iteration 13Q: 3 clusters Score -1654270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1654356.125000 Penalty: 3124.355713
	Iteration 14Q: 3 clusters Score -1654356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1654414.375000 Penalty: 3124.355713
	Iteration 15Q: 3 clusters Score -1654414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1654476.000000 Penalty: 3124.355713
	Iteration 16Q: 3 clusters Score -1654476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1654533.500000 Penalty: 3124.355713
	Iteration 17Q: 3 clusters Score -1654534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1654574.125000 Penalty: 3124.355713
	Iteration 18Q: 3 clusters Score -1654574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1654615.625000 Penalty: 3124.355713
	Iteration 19Q: 3 clusters Score -1654616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1654639.625000 Penalty: 3124.355713
	Iteration 20F: 3 clusters Score -1654640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1654665.250000 Penalty: 3124.355713
	Iteration 21Q: 3 clusters Score -1654665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1654692.500000 Penalty: 3124.355713
	Iteration 22Q: 3 clusters Score -1654692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1654711.250000 Penalty: 3124.355713
	Iteration 23Q: 3 clusters Score -1654711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1654719.625000 Penalty: 3124.355713
	Iteration 24Q: 3 clusters Score -1654720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1654728.125000 Penalty: 3124.355713
	Iteration 25Q: 3 clusters Score -1654728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1654733.375000 Penalty: 3124.355713
	Iteration 26Q: 3 clusters Score -1654733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1654744.500000 Penalty: 3124.355713
	Iteration 27Q: 3 clusters Score -1654744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1654742.875000 Penalty: 3124.355713
	Iteration 28Q: 3 clusters Score -1654743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1654745.250000 Penalty: 3124.355713
	Iteration 29Q: 3 clusters Score -1654745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1654744.375000 Penalty: 3124.355713
	Iteration 30Q: 3 clusters Score -1654744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1654744.375000 Penalty: 3124.355713
	Iteration 31F: 3 clusters Score -1654744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209142 members 
Mstep: Class 2 contains 13516 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48278 members 
Mstep: Class 6 contains 127385 members 
Mstep: Class 7 contains 161565 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 20102 members 
Mstep: Class 10 contains 45688 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 75025 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 14058 members 
Mstep: Class 17 contains 906 members 
Mstep: Class 18 contains 35221 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 123497 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
Score: -98853464.000000 Penalty: 49124.660156
Splitting cluster 17 changes total score from -98853232.000000 to -98853464.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 18 (35221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Entering Unmasked Estep 
Score: -3881563.750000 Penalty: 1701.277100
	Iteration 0F: 2 clusters Score -3881564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3857984.750000 Penalty: 3402.554199
	Iteration 0F: 3 clusters Score -3857985 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3866738.250000 Penalty: 3402.554199
	Iteration 1F: 3 clusters Score -3866738 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3867011.000000 Penalty: 3402.554199
	Iteration 2Q: 3 clusters Score -3867011 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3867264.000000 Penalty: 3402.554199
	Iteration 3Q: 3 clusters Score -3867264 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3867547.750000 Penalty: 3402.554199
	Iteration 4Q: 3 clusters Score -3867548 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3867874.000000 Penalty: 3402.554199
	Iteration 5Q: 3 clusters Score -3867874 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3868277.250000 Penalty: 3402.554199
	Iteration 6Q: 3 clusters Score -3868277 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3868842.500000 Penalty: 3402.554199
	Iteration 7Q: 3 clusters Score -3868842 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3869582.750000 Penalty: 3402.554199
	Iteration 8Q: 3 clusters Score -3869583 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3870636.000000 Penalty: 3402.554199
	Iteration 9Q: 3 clusters Score -3870636 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3871949.000000 Penalty: 3402.554199
	Iteration 10F: 3 clusters Score -3871949 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3873519.250000 Penalty: 3402.554199
	Iteration 11F: 3 clusters Score -3873519 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3874842.750000 Penalty: 3402.554199
	Iteration 12F: 3 clusters Score -3874843 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3875527.000000 Penalty: 3402.554199
	Iteration 13Q: 3 clusters Score -3875527 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3875828.500000 Penalty: 3402.554199
	Iteration 14Q: 3 clusters Score -3875828 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3875950.500000 Penalty: 3402.554199
	Iteration 15Q: 3 clusters Score -3875950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3876056.000000 Penalty: 3402.554199
	Iteration 16Q: 3 clusters Score -3876056 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3876132.500000 Penalty: 3402.554199
	Iteration 17Q: 3 clusters Score -3876132 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3876224.250000 Penalty: 3402.554199
	Iteration 18Q: 3 clusters Score -3876224 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3876283.000000 Penalty: 3402.554199
	Iteration 19Q: 3 clusters Score -3876283 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3876386.750000 Penalty: 3402.554199
	Iteration 20F: 3 clusters Score -3876387 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3876450.750000 Penalty: 3402.554199
	Iteration 21Q: 3 clusters Score -3876451 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3876545.250000 Penalty: 3402.554199
	Iteration 22Q: 3 clusters Score -3876545 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3876648.500000 Penalty: 3402.554199
	Iteration 23Q: 3 clusters Score -3876648 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3876747.000000 Penalty: 3402.554199
	Iteration 24Q: 3 clusters Score -3876747 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3876842.250000 Penalty: 3402.554199
	Iteration 25Q: 3 clusters Score -3876842 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3876950.000000 Penalty: 3402.554199
	Iteration 26Q: 3 clusters Score -3876950 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3877076.250000 Penalty: 3402.554199
	Iteration 27Q: 3 clusters Score -3877076 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3877215.000000 Penalty: 3402.554199
	Iteration 28Q: 3 clusters Score -3877215 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3877310.750000 Penalty: 3402.554199
	Iteration 29Q: 3 clusters Score -3877311 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3877376.750000 Penalty: 3402.554199
	Iteration 30Q: 3 clusters Score -3877377 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3877466.250000 Penalty: 3402.554199
	Iteration 31Q: 3 clusters Score -3877466 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3877521.750000 Penalty: 3402.554199
	Iteration 32Q: 3 clusters Score -3877522 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3877573.250000 Penalty: 3402.554199
	Iteration 33Q: 3 clusters Score -3877573 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3877635.750000 Penalty: 3402.554199
	Iteration 34Q: 3 clusters Score -3877636 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3877701.750000 Penalty: 3402.554199
	Iteration 35Q: 3 clusters Score -3877702 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3877728.000000 Penalty: 3402.554199
	Iteration 36Q: 3 clusters Score -3877728 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3877783.750000 Penalty: 3402.554199
	Iteration 37Q: 3 clusters Score -3877784 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3877812.000000 Penalty: 3402.554199
	Iteration 38Q: 3 clusters Score -3877812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3877863.000000 Penalty: 3402.554199
	Iteration 39Q: 3 clusters Score -3877863 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3877908.000000 Penalty: 3402.554199
	Iteration 40F: 3 clusters Score -3877908 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3877943.750000 Penalty: 3402.554199
	Iteration 41Q: 3 clusters Score -3877944 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3877983.750000 Penalty: 3402.554199
	Iteration 42Q: 3 clusters Score -3877984 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3878015.250000 Penalty: 3402.554199
	Iteration 43Q: 3 clusters Score -3878015 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3878060.750000 Penalty: 3402.554199
	Iteration 44Q: 3 clusters Score -3878061 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3878119.000000 Penalty: 3402.554199
	Iteration 45Q: 3 clusters Score -3878119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3878160.500000 Penalty: 3402.554199
	Iteration 46Q: 3 clusters Score -3878160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3878174.500000 Penalty: 3402.554199
	Iteration 47Q: 3 clusters Score -3878174 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3878207.000000 Penalty: 3402.554199
	Iteration 48Q: 3 clusters Score -3878207 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3878235.750000 Penalty: 3402.554199
	Iteration 49Q: 3 clusters Score -3878236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3878247.750000 Penalty: 3402.554199
	Iteration 50Q: 3 clusters Score -3878248 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3878289.250000 Penalty: 3402.554199
	Iteration 51Q: 3 clusters Score -3878289 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3878336.750000 Penalty: 3402.554199
	Iteration 52Q: 3 clusters Score -3878337 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3878364.000000 Penalty: 3402.554199
	Iteration 53Q: 3 clusters Score -3878364 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3878407.250000 Penalty: 3402.554199
	Iteration 54Q: 3 clusters Score -3878407 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3878440.000000 Penalty: 3402.554199
	Iteration 55Q: 3 clusters Score -3878440 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3878501.250000 Penalty: 3402.554199
	Iteration 56Q: 3 clusters Score -3878501 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3878544.500000 Penalty: 3402.554199
	Iteration 57Q: 3 clusters Score -3878544 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3878587.000000 Penalty: 3402.554199
	Iteration 58Q: 3 clusters Score -3878587 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3878625.500000 Penalty: 3402.554199
	Iteration 59Q: 3 clusters Score -3878626 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3878673.000000 Penalty: 3402.554199
	Iteration 60F: 3 clusters Score -3878673 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3878744.250000 Penalty: 3402.554199
	Iteration 61Q: 3 clusters Score -3878744 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3878805.250000 Penalty: 3402.554199
	Iteration 62Q: 3 clusters Score -3878805 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3878852.250000 Penalty: 3402.554199
	Iteration 63Q: 3 clusters Score -3878852 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3878926.750000 Penalty: 3402.554199
	Iteration 64Q: 3 clusters Score -3878927 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3878972.750000 Penalty: 3402.554199
	Iteration 65Q: 3 clusters Score -3878973 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3879026.250000 Penalty: 3402.554199
	Iteration 66Q: 3 clusters Score -3879026 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3879078.000000 Penalty: 3402.554199
	Iteration 67Q: 3 clusters Score -3879078 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3879124.500000 Penalty: 3402.554199
	Iteration 68Q: 3 clusters Score -3879124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3879174.250000 Penalty: 3402.554199
	Iteration 69Q: 3 clusters Score -3879174 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3879211.250000 Penalty: 3402.554199
	Iteration 70Q: 3 clusters Score -3879211 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3879251.250000 Penalty: 3402.554199
	Iteration 71Q: 3 clusters Score -3879251 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3879275.500000 Penalty: 3402.554199
	Iteration 72Q: 3 clusters Score -3879276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3879308.750000 Penalty: 3402.554199
	Iteration 73Q: 3 clusters Score -3879309 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3879339.500000 Penalty: 3402.554199
	Iteration 74Q: 3 clusters Score -3879340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3879392.250000 Penalty: 3402.554199
	Iteration 75Q: 3 clusters Score -3879392 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3879414.250000 Penalty: 3402.554199
	Iteration 76Q: 3 clusters Score -3879414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3879434.000000 Penalty: 3402.554199
	Iteration 77Q: 3 clusters Score -3879434 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3879466.000000 Penalty: 3402.554199
	Iteration 78Q: 3 clusters Score -3879466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3879512.250000 Penalty: 3402.554199
	Iteration 79Q: 3 clusters Score -3879512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3879557.000000 Penalty: 3402.554199
	Iteration 80F: 3 clusters Score -3879557 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3879586.750000 Penalty: 3402.554199
	Iteration 81Q: 3 clusters Score -3879587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -3879619.500000 Penalty: 3402.554199
	Iteration 82Q: 3 clusters Score -3879620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3879652.000000 Penalty: 3402.554199
	Iteration 83Q: 3 clusters Score -3879652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3879676.500000 Penalty: 3402.554199
	Iteration 84Q: 3 clusters Score -3879676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3879720.500000 Penalty: 3402.554199
	Iteration 85Q: 3 clusters Score -3879720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -3879719.500000 Penalty: 3402.554199
	Iteration 86Q: 3 clusters Score -3879720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3879735.000000 Penalty: 3402.554199
	Iteration 87Q: 3 clusters Score -3879735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3879756.250000 Penalty: 3402.554199
	Iteration 88Q: 3 clusters Score -3879756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -3879786.750000 Penalty: 3402.554199
	Iteration 89Q: 3 clusters Score -3879787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3879808.500000 Penalty: 3402.554199
	Iteration 90Q: 3 clusters Score -3879808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3879828.250000 Penalty: 3402.554199
	Iteration 91Q: 3 clusters Score -3879828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3879857.750000 Penalty: 3402.554199
	Iteration 92Q: 3 clusters Score -3879858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -3879869.000000 Penalty: 3402.554199
	Iteration 93Q: 3 clusters Score -3879869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3879882.000000 Penalty: 3402.554199
	Iteration 94Q: 3 clusters Score -3879882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3879917.250000 Penalty: 3402.554199
	Iteration 95Q: 3 clusters Score -3879917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3879929.250000 Penalty: 3402.554199
	Iteration 96Q: 3 clusters Score -3879929 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3879947.500000 Penalty: 3402.554199
	Iteration 97Q: 3 clusters Score -3879948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3879960.500000 Penalty: 3402.554199
	Iteration 98Q: 3 clusters Score -3879960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3879973.250000 Penalty: 3402.554199
	Iteration 99Q: 3 clusters Score -3879973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -3879983.500000 Penalty: 3402.554199
	Iteration 100F: 3 clusters Score -3879984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3879983.000000 Penalty: 3402.554199
	Iteration 101Q: 3 clusters Score -3879983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3879986.750000 Penalty: 3402.554199
	Iteration 102Q: 3 clusters Score -3879987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3879995.500000 Penalty: 3402.554199
	Iteration 103Q: 3 clusters Score -3879996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3879997.250000 Penalty: 3402.554199
	Iteration 104Q: 3 clusters Score -3879997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3880013.250000 Penalty: 3402.554199
	Iteration 105Q: 3 clusters Score -3880013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3880019.750000 Penalty: 3402.554199
	Iteration 106Q: 3 clusters Score -3880020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3880022.250000 Penalty: 3402.554199
	Iteration 107Q: 3 clusters Score -3880022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3880033.000000 Penalty: 3402.554199
	Iteration 108Q: 3 clusters Score -3880033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3880042.250000 Penalty: 3402.554199
	Iteration 109Q: 3 clusters Score -3880042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -3880051.750000 Penalty: 3402.554199
	Iteration 110Q: 3 clusters Score -3880052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -3880053.000000 Penalty: 3402.554199
	Iteration 111Q: 3 clusters Score -3880053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3880050.750000 Penalty: 3402.554199
	Iteration 112Q: 3 clusters Score -3880051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3880055.250000 Penalty: 3402.554199
	Iteration 113Q: 3 clusters Score -3880055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -3880055.750000 Penalty: 3402.554199
	Iteration 114Q: 3 clusters Score -3880056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3880062.500000 Penalty: 3402.554199
	Iteration 115Q: 3 clusters Score -3880062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3880056.000000 Penalty: 3402.554199
	Iteration 116Q: 3 clusters Score -3880056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3880063.750000 Penalty: 3402.554199
	Iteration 117Q: 3 clusters Score -3880064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3880071.500000 Penalty: 3402.554199
	Iteration 118Q: 3 clusters Score -3880072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -3880080.500000 Penalty: 3402.554199
	Iteration 119Q: 3 clusters Score -3880080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -3880082.000000 Penalty: 3402.554199
	Iteration 120F: 3 clusters Score -3880082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -3880083.750000 Penalty: 3402.554199
	Iteration 121Q: 3 clusters Score -3880084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3880089.000000 Penalty: 3402.554199
	Iteration 122Q: 3 clusters Score -3880089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3880091.250000 Penalty: 3402.554199
	Iteration 123Q: 3 clusters Score -3880091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3880093.000000 Penalty: 3402.554199
	Iteration 124Q: 3 clusters Score -3880093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3880095.500000 Penalty: 3402.554199
	Iteration 125Q: 3 clusters Score -3880096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3880096.500000 Penalty: 3402.554199
	Iteration 126Q: 3 clusters Score -3880096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3880101.250000 Penalty: 3402.554199
	Iteration 127Q: 3 clusters Score -3880101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3880110.250000 Penalty: 3402.554199
	Iteration 128Q: 3 clusters Score -3880110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -3880123.500000 Penalty: 3402.554199
	Iteration 129Q: 3 clusters Score -3880124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -3880116.500000 Penalty: 3402.554199
	Iteration 130Q: 3 clusters Score -3880116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -3880125.250000 Penalty: 3402.554199
	Iteration 131Q: 3 clusters Score -3880125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3880124.000000 Penalty: 3402.554199
	Iteration 132Q: 3 clusters Score -3880124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3880129.250000 Penalty: 3402.554199
	Iteration 133Q: 3 clusters Score -3880129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3880133.250000 Penalty: 3402.554199
	Iteration 134Q: 3 clusters Score -3880133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3880137.250000 Penalty: 3402.554199
	Iteration 135Q: 3 clusters Score -3880137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -3880138.500000 Penalty: 3402.554199
	Iteration 136Q: 3 clusters Score -3880138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3880140.500000 Penalty: 3402.554199
	Iteration 137Q: 3 clusters Score -3880140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3880140.750000 Penalty: 3402.554199
	Iteration 138Q: 3 clusters Score -3880141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3880143.000000 Penalty: 3402.554199
	Iteration 139Q: 3 clusters Score -3880143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -3880141.000000 Penalty: 3402.554199
	Iteration 140F: 3 clusters Score -3880141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3880141.250000 Penalty: 3402.554199
	Iteration 141Q: 3 clusters Score -3880141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -3880139.000000 Penalty: 3402.554199
	Iteration 142Q: 3 clusters Score -3880139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -3880140.750000 Penalty: 3402.554199
	Iteration 143Q: 3 clusters Score -3880141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -3880148.500000 Penalty: 3402.554199
	Iteration 144Q: 3 clusters Score -3880148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3880142.250000 Penalty: 3402.554199
	Iteration 145Q: 3 clusters Score -3880142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -3880148.500000 Penalty: 3402.554199
	Iteration 146Q: 3 clusters Score -3880148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3880149.250000 Penalty: 3402.554199
	Iteration 147Q: 3 clusters Score -3880149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3880149.500000 Penalty: 3402.554199
	Iteration 148Q: 3 clusters Score -3880150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -3880155.500000 Penalty: 3402.554199
	Iteration 149Q: 3 clusters Score -3880156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3880155.500000 Penalty: 3402.554199
	Iteration 150Q: 3 clusters Score -3880156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3880155.500000 Penalty: 3402.554199
	Iteration 151F: 3 clusters Score -3880156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -36594.859375 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -36594.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35657.375000 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -35657.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35796.605469 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -35796.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35846.394531 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -35846.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35892.664062 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -35892.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35913.695312 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -35913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35934.859375 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -35934.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35939.695312 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -35939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35945.136719 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -35945.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35948.355469 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -35948.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35948.355469 Penalty: 1959.190430
	Iteration 9F: 3 clusters Score -35948.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Entering Unmasked Estep 
Score: -3526525.000000 Penalty: 1685.793823
	Iteration 0F: 2 clusters Score -3526525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3505029.000000 Penalty: 3371.587646
	Iteration 0F: 3 clusters Score -3505029 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3513389.500000 Penalty: 3371.587646
	Iteration 1F: 3 clusters Score -3513390 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3513834.250000 Penalty: 3371.587646
	Iteration 2Q: 3 clusters Score -3513834 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3514399.500000 Penalty: 3371.587646
	Iteration 3Q: 3 clusters Score -3514400 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3515232.250000 Penalty: 3371.587646
	Iteration 4F: 3 clusters Score -3515232 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3516561.500000 Penalty: 3371.587646
	Iteration 5F: 3 clusters Score -3516562 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3518570.750000 Penalty: 3371.587646
	Iteration 6F: 3 clusters Score -3518571 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3520962.000000 Penalty: 3371.587646
	Iteration 7F: 3 clusters Score -3520962 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3523010.250000 Penalty: 3371.587646
	Iteration 8F: 3 clusters Score -3523010 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3524216.500000 Penalty: 3371.587646
	Iteration 9Q: 3 clusters Score -3524216 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3524782.500000 Penalty: 3371.587646
	Iteration 10Q: 3 clusters Score -3524782 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3525013.750000 Penalty: 3371.587646
	Iteration 11Q: 3 clusters Score -3525014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3525128.750000 Penalty: 3371.587646
	Iteration 12Q: 3 clusters Score -3525129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3525204.500000 Penalty: 3371.587646
	Iteration 13Q: 3 clusters Score -3525204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3525256.500000 Penalty: 3371.587646
	Iteration 14Q: 3 clusters Score -3525256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3525279.250000 Penalty: 3371.587646
	Iteration 15Q: 3 clusters Score -3525279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -3525311.500000 Penalty: 3371.587646
	Iteration 16Q: 3 clusters Score -3525312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3525341.000000 Penalty: 3371.587646
	Iteration 17Q: 3 clusters Score -3525341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3525349.750000 Penalty: 3371.587646
	Iteration 18Q: 3 clusters Score -3525350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3525352.750000 Penalty: 3371.587646
	Iteration 19Q: 3 clusters Score -3525353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3525357.500000 Penalty: 3371.587646
	Iteration 20F: 3 clusters Score -3525358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3525362.000000 Penalty: 3371.587646
	Iteration 21Q: 3 clusters Score -3525362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3525368.000000 Penalty: 3371.587646
	Iteration 22Q: 3 clusters Score -3525368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3525367.000000 Penalty: 3371.587646
	Iteration 23Q: 3 clusters Score -3525367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3525374.500000 Penalty: 3371.587646
	Iteration 24Q: 3 clusters Score -3525374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3525376.250000 Penalty: 3371.587646
	Iteration 25Q: 3 clusters Score -3525376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3525377.500000 Penalty: 3371.587646
	Iteration 26Q: 3 clusters Score -3525378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3525380.500000 Penalty: 3371.587646
	Iteration 27Q: 3 clusters Score -3525380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3525383.000000 Penalty: 3371.587646
	Iteration 28Q: 3 clusters Score -3525383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3525384.500000 Penalty: 3371.587646
	Iteration 29Q: 3 clusters Score -3525384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3525382.500000 Penalty: 3371.587646
	Iteration 30Q: 3 clusters Score -3525382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3525383.000000 Penalty: 3371.587646
	Iteration 31Q: 3 clusters Score -3525383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3525386.000000 Penalty: 3371.587646
	Iteration 32Q: 3 clusters Score -3525386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3525385.000000 Penalty: 3371.587646
	Iteration 33Q: 3 clusters Score -3525385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3525383.500000 Penalty: 3371.587646
	Iteration 34Q: 3 clusters Score -3525384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3525383.500000 Penalty: 3371.587646
	Iteration 35F: 3 clusters Score -3525384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123497 members 
Entering Unmasked Estep 
Score: -13558252.000000 Penalty: 1905.145508
	Iteration 0F: 2 clusters Score -1.355825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -13475266.000000 Penalty: 3810.291016
	Iteration 0F: 3 clusters Score -1.347527e+07 nChanged 59476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -13509224.000000 Penalty: 3810.291016
	Iteration 1F: 3 clusters Score -1.350922e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -13509729.000000 Penalty: 3810.291016
	Iteration 2Q: 3 clusters Score -1.350973e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -13510364.000000 Penalty: 3810.291016
	Iteration 3Q: 3 clusters Score -1.351036e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -13511008.000000 Penalty: 3810.291016
	Iteration 4Q: 3 clusters Score -1.351101e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -13511981.000000 Penalty: 3810.291016
	Iteration 5Q: 3 clusters Score -1.351198e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -13513575.000000 Penalty: 3810.291016
	Iteration 6Q: 3 clusters Score -1.351358e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -13515894.000000 Penalty: 3810.291016
	Iteration 7Q: 3 clusters Score -1.351589e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -13519015.000000 Penalty: 3810.291016
	Iteration 8Q: 3 clusters Score -1.351902e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -13522507.000000 Penalty: 3810.291016
	Iteration 9F: 3 clusters Score -1.352251e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -13526196.000000 Penalty: 3810.291016
	Iteration 10F: 3 clusters Score -1.35262e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -13530216.000000 Penalty: 3810.291016
	Iteration 11F: 3 clusters Score -1.353022e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -13533982.000000 Penalty: 3810.291016
	Iteration 12F: 3 clusters Score -1.353398e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -13536393.000000 Penalty: 3810.291016
	Iteration 13Q: 3 clusters Score -1.353639e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -13537816.000000 Penalty: 3810.291016
	Iteration 14Q: 3 clusters Score -1.353782e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -13538505.000000 Penalty: 3810.291016
	Iteration 15Q: 3 clusters Score -1.35385e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -13539096.000000 Penalty: 3810.291016
	Iteration 16Q: 3 clusters Score -1.35391e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -13539499.000000 Penalty: 3810.291016
	Iteration 17Q: 3 clusters Score -1.35395e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -13539988.000000 Penalty: 3810.291016
	Iteration 18Q: 3 clusters Score -1.353999e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -13540580.000000 Penalty: 3810.291016
	Iteration 19Q: 3 clusters Score -1.354058e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -13541183.000000 Penalty: 3810.291016
	Iteration 20F: 3 clusters Score -1.354118e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -13541807.000000 Penalty: 3810.291016
	Iteration 21Q: 3 clusters Score -1.354181e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -13542451.000000 Penalty: 3810.291016
	Iteration 22Q: 3 clusters Score -1.354245e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -13543179.000000 Penalty: 3810.291016
	Iteration 23Q: 3 clusters Score -1.354318e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -13543957.000000 Penalty: 3810.291016
	Iteration 24Q: 3 clusters Score -1.354396e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -13544832.000000 Penalty: 3810.291016
	Iteration 25Q: 3 clusters Score -1.354483e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -13545827.000000 Penalty: 3810.291016
	Iteration 26Q: 3 clusters Score -1.354583e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -13546875.000000 Penalty: 3810.291016
	Iteration 27Q: 3 clusters Score -1.354688e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -13548066.000000 Penalty: 3810.291016
	Iteration 28Q: 3 clusters Score -1.354807e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -13549453.000000 Penalty: 3810.291016
	Iteration 29Q: 3 clusters Score -1.354945e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -13550816.000000 Penalty: 3810.291016
	Iteration 30Q: 3 clusters Score -1.355082e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -13552044.000000 Penalty: 3810.291016
	Iteration 31Q: 3 clusters Score -1.355204e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -13553124.000000 Penalty: 3810.291016
	Iteration 32Q: 3 clusters Score -1.355312e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -13553875.000000 Penalty: 3810.291016
	Iteration 33Q: 3 clusters Score -1.355388e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -13554392.000000 Penalty: 3810.291016
	Iteration 34Q: 3 clusters Score -1.355439e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -13554761.000000 Penalty: 3810.291016
	Iteration 35Q: 3 clusters Score -1.355476e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -13555028.000000 Penalty: 3810.291016
	Iteration 36Q: 3 clusters Score -1.355503e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -13555215.000000 Penalty: 3810.291016
	Iteration 37Q: 3 clusters Score -1.355522e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -13555332.000000 Penalty: 3810.291016
	Iteration 38Q: 3 clusters Score -1.355533e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 114330 members 
Entering Unmasked Estep 
Score: -13555519.000000 Penalty: 3810.291016
	Iteration 39Q: 3 clusters Score -1.355552e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -13555685.000000 Penalty: 3810.291016
	Iteration 40F: 3 clusters Score -1.355568e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -13555749.000000 Penalty: 3810.291016
	Iteration 41Q: 3 clusters Score -1.355575e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -13555849.000000 Penalty: 3810.291016
	Iteration 42Q: 3 clusters Score -1.355585e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -13555957.000000 Penalty: 3810.291016
	Iteration 43Q: 3 clusters Score -1.355596e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -13556025.000000 Penalty: 3810.291016
	Iteration 44Q: 3 clusters Score -1.355602e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -13556091.000000 Penalty: 3810.291016
	Iteration 45Q: 3 clusters Score -1.355609e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 116845 members 
Entering Unmasked Estep 
Score: -13556140.000000 Penalty: 3810.291016
	Iteration 46Q: 3 clusters Score -1.355614e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 117120 members 
Entering Unmasked Estep 
Score: -13556183.000000 Penalty: 3810.291016
	Iteration 47Q: 3 clusters Score -1.355618e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -13556260.000000 Penalty: 3810.291016
	Iteration 48Q: 3 clusters Score -1.355626e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -13556350.000000 Penalty: 3810.291016
	Iteration 49Q: 3 clusters Score -1.355635e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 117874 members 
Entering Unmasked Estep 
Score: -13556422.000000 Penalty: 3810.291016
	Iteration 50Q: 3 clusters Score -1.355642e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -13556499.000000 Penalty: 3810.291016
	Iteration 51Q: 3 clusters Score -1.35565e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -13556580.000000 Penalty: 3810.291016
	Iteration 52Q: 3 clusters Score -1.355658e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -13556593.000000 Penalty: 3810.291016
	Iteration 53Q: 3 clusters Score -1.355659e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -13556637.000000 Penalty: 3810.291016
	Iteration 54Q: 3 clusters Score -1.355664e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -13556676.000000 Penalty: 3810.291016
	Iteration 55Q: 3 clusters Score -1.355668e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -13556667.000000 Penalty: 3810.291016
	Iteration 56Q: 3 clusters Score -1.355667e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -13556702.000000 Penalty: 3810.291016
	Iteration 57Q: 3 clusters Score -1.35567e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -13556708.000000 Penalty: 3810.291016
	Iteration 58Q: 3 clusters Score -1.355671e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -13556727.000000 Penalty: 3810.291016
	Iteration 59Q: 3 clusters Score -1.355673e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -13556732.000000 Penalty: 3810.291016
	Iteration 60F: 3 clusters Score -1.355673e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -13556726.000000 Penalty: 3810.291016
	Iteration 61Q: 3 clusters Score -1.355673e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -13556759.000000 Penalty: 3810.291016
	Iteration 62Q: 3 clusters Score -1.355676e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 120240 members 
Entering Unmasked Estep 
Score: -13556807.000000 Penalty: 3810.291016
	Iteration 63Q: 3 clusters Score -1.355681e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 120351 members 
Entering Unmasked Estep 
Score: -13556853.000000 Penalty: 3810.291016
	Iteration 64Q: 3 clusters Score -1.355685e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -13556879.000000 Penalty: 3810.291016
	Iteration 65Q: 3 clusters Score -1.355688e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 120561 members 
Entering Unmasked Estep 
Score: -13556886.000000 Penalty: 3810.291016
	Iteration 66Q: 3 clusters Score -1.355689e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
Score: -13556894.000000 Penalty: 3810.291016
	Iteration 67Q: 3 clusters Score -1.355689e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -13556918.000000 Penalty: 3810.291016
	Iteration 68Q: 3 clusters Score -1.355692e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -13556928.000000 Penalty: 3810.291016
	Iteration 69Q: 3 clusters Score -1.355693e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -13556950.000000 Penalty: 3810.291016
	Iteration 70Q: 3 clusters Score -1.355695e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -13556948.000000 Penalty: 3810.291016
	Iteration 71Q: 3 clusters Score -1.355695e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -13556954.000000 Penalty: 3810.291016
	Iteration 72Q: 3 clusters Score -1.355695e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 121113 members 
Entering Unmasked Estep 
Score: -13556979.000000 Penalty: 3810.291016
	Iteration 73Q: 3 clusters Score -1.355698e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 121166 members 
Entering Unmasked Estep 
Score: -13556999.000000 Penalty: 3810.291016
	Iteration 74Q: 3 clusters Score -1.3557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -13556995.000000 Penalty: 3810.291016
	Iteration 75Q: 3 clusters Score -1.3557e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -13557022.000000 Penalty: 3810.291016
	Iteration 76Q: 3 clusters Score -1.355702e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -13557024.000000 Penalty: 3810.291016
	Iteration 77Q: 3 clusters Score -1.355702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 121334 members 
Entering Unmasked Estep 
Score: -13557046.000000 Penalty: 3810.291016
	Iteration 78Q: 3 clusters Score -1.355705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -13557039.000000 Penalty: 3810.291016
	Iteration 79Q: 3 clusters Score -1.355704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 121383 members 
Entering Unmasked Estep 
Score: -13557047.000000 Penalty: 3810.291016
	Iteration 80F: 3 clusters Score -1.355705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -13557051.000000 Penalty: 3810.291016
	Iteration 81Q: 3 clusters Score -1.355705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -13557029.000000 Penalty: 3810.291016
	Iteration 82Q: 3 clusters Score -1.355703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
Score: -13557046.000000 Penalty: 3810.291016
	Iteration 83Q: 3 clusters Score -1.355705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -13557054.000000 Penalty: 3810.291016
	Iteration 84Q: 3 clusters Score -1.355705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 121460 members 
Entering Unmasked Estep 
Score: -13557046.000000 Penalty: 3810.291016
	Iteration 85Q: 3 clusters Score -1.355705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
Score: -13557066.000000 Penalty: 3810.291016
	Iteration 86Q: 3 clusters Score -1.355707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 121471 members 
Entering Unmasked Estep 
Score: -13557063.000000 Penalty: 3810.291016
	Iteration 87Q: 3 clusters Score -1.355706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 121474 members 
Entering Unmasked Estep 
Score: -13557065.000000 Penalty: 3810.291016
	Iteration 88Q: 3 clusters Score -1.355706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -13557056.000000 Penalty: 3810.291016
	Iteration 89Q: 3 clusters Score -1.355706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -13557068.000000 Penalty: 3810.291016
	Iteration 90Q: 3 clusters Score -1.355707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -13557066.000000 Penalty: 3810.291016
	Iteration 91Q: 3 clusters Score -1.355707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 121490 members 
Entering Unmasked Estep 
Score: -13557059.000000 Penalty: 3810.291016
	Iteration 92Q: 3 clusters Score -1.355706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 121492 members 
Entering Unmasked Estep 
Score: -13557052.000000 Penalty: 3810.291016
	Iteration 93Q: 3 clusters Score -1.355705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -13557070.000000 Penalty: 3810.291016
	Iteration 94Q: 3 clusters Score -1.355707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -13557075.000000 Penalty: 3810.291016
	Iteration 95Q: 3 clusters Score -1.355708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -13557070.000000 Penalty: 3810.291016
	Iteration 96Q: 3 clusters Score -1.355707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -13557070.000000 Penalty: 3810.291016
	Iteration 97F: 3 clusters Score -1.355707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -20779.205078 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -20779.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19987.720703 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -19987.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20043.824219 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -20043.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20079.171875 Penalty: 1713.724976
	Iteration 2Q: 3 clusters Score -20079.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20090.833984 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -20090.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20092.185547 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -20092.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20092.185547 Penalty: 1713.724976
	Iteration 5F: 3 clusters Score -20092.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209142 members 
Mstep: Class 2 contains 13516 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48278 members 
Mstep: Class 6 contains 127385 members 
Mstep: Class 7 contains 161565 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 20102 members 
Mstep: Class 10 contains 45688 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 75025 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 17 contains 906 members 
Mstep: Class 18 contains 35221 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 123497 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98853680.000000 Penalty: 49124.660156
Iteration 199Q: 23 clusters Score -9.885368e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209044 members 
Mstep: Class 2 contains 13524 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48334 members 
Mstep: Class 6 contains 127414 members 
Mstep: Class 7 contains 161750 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 20054 members 
Mstep: Class 10 contains 45696 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 75027 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 13732 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 35351 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 123541 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854064.000000 Penalty: 49124.660156
Iteration 200F: 23 clusters Score -9.885406e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208901 members 
Mstep: Class 2 contains 13530 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48347 members 
Mstep: Class 6 contains 127406 members 
Mstep: Class 7 contains 161168 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 20019 members 
Mstep: Class 10 contains 45699 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 12 contains 75022 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 923 members 
Mstep: Class 18 contains 35426 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 123558 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854240.000000 Penalty: 49124.660156
Iteration 201Q: 23 clusters Score -9.885424e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208759 members 
Mstep: Class 2 contains 13537 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48370 members 
Mstep: Class 6 contains 127411 members 
Mstep: Class 7 contains 160652 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 19980 members 
Mstep: Class 10 contains 45701 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 75026 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 35510 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 32013 members 
Mstep: Class 23 contains 123591 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854720.000000 Penalty: 49124.660156
Iteration 202Q: 23 clusters Score -9.885472e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208576 members 
Mstep: Class 2 contains 13543 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48399 members 
Mstep: Class 6 contains 127404 members 
Mstep: Class 7 contains 160230 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 45696 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 75030 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 15421 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 35580 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 31996 members 
Mstep: Class 23 contains 123636 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854632.000000 Penalty: 49124.660156
Iteration 203Q: 23 clusters Score -9.885463e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208350 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 48433 members 
Mstep: Class 6 contains 127384 members 
Mstep: Class 7 contains 159887 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 19902 members 
Mstep: Class 10 contains 45691 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 75024 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 15907 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 35644 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 31975 members 
Mstep: Class 23 contains 123692 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854856.000000 Penalty: 49124.660156
Iteration 204Q: 23 clusters Score -9.885486e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208078 members 
Mstep: Class 2 contains 13560 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48478 members 
Mstep: Class 6 contains 127382 members 
Mstep: Class 7 contains 159587 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 10 contains 45690 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 16394 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 35708 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 31959 members 
Mstep: Class 23 contains 123724 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854640.000000 Penalty: 49124.660156
Iteration 205Q: 23 clusters Score -9.885464e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207837 members 
Mstep: Class 2 contains 13572 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48521 members 
Mstep: Class 6 contains 127361 members 
Mstep: Class 7 contains 159300 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 19819 members 
Mstep: Class 10 contains 45690 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 74980 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 16870 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 35776 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 31946 members 
Mstep: Class 23 contains 123770 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98854872.000000 Penalty: 49124.660156
Iteration 206Q: 23 clusters Score -9.885487e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207545 members 
Mstep: Class 2 contains 13578 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48555 members 
Mstep: Class 6 contains 127339 members 
Mstep: Class 7 contains 159089 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 19753 members 
Mstep: Class 10 contains 45699 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 74931 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 17379 members 
Mstep: Class 17 contains 974 members 
Mstep: Class 18 contains 35836 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31928 members 
Mstep: Class 23 contains 123821 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855480.000000 Penalty: 49124.660156
Iteration 207Q: 23 clusters Score -9.885548e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207261 members 
Mstep: Class 2 contains 13588 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48600 members 
Mstep: Class 6 contains 127322 members 
Mstep: Class 7 contains 158845 members 
Mstep: Class 8 contains 3692 members 
Mstep: Class 9 contains 19702 members 
Mstep: Class 10 contains 45701 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 74886 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 17886 members 
Mstep: Class 17 contains 980 members 
Mstep: Class 18 contains 35861 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31912 members 
Mstep: Class 23 contains 123887 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98855768.000000 Penalty: 49124.660156
Iteration 208Q: 23 clusters Score -9.885577e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206938 members 
Mstep: Class 2 contains 13600 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48626 members 
Mstep: Class 6 contains 127312 members 
Mstep: Class 7 contains 158643 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 19641 members 
Mstep: Class 10 contains 45706 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 74840 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 18436 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 35868 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31896 members 
Mstep: Class 23 contains 123932 members 
Mstep: Class 24 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856160.000000 Penalty: 49124.660156
Iteration 209Q: 23 clusters Score -9.885616e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206543 members 
Mstep: Class 2 contains 13612 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48663 members 
Mstep: Class 6 contains 127275 members 
Mstep: Class 7 contains 158480 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 19587 members 
Mstep: Class 10 contains 45725 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 12 contains 74797 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 18996 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 18 contains 35877 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31882 members 
Mstep: Class 23 contains 123988 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856544.000000 Penalty: 49124.660156
Iteration 210Q: 23 clusters Score -9.885654e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206245 members 
Mstep: Class 2 contains 13630 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48701 members 
Mstep: Class 6 contains 127222 members 
Mstep: Class 7 contains 158272 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 19513 members 
Mstep: Class 10 contains 45733 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 74771 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 19523 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 35893 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31868 members 
Mstep: Class 23 contains 124037 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856768.000000 Penalty: 49124.660156
Iteration 211Q: 23 clusters Score -9.885677e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 48737 members 
Mstep: Class 6 contains 127189 members 
Mstep: Class 7 contains 158049 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 19443 members 
Mstep: Class 10 contains 45735 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 74743 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5395 members 
Mstep: Class 16 contains 20026 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 35893 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31850 members 
Mstep: Class 23 contains 124084 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856736.000000 Penalty: 49124.660156
Iteration 212Q: 23 clusters Score -9.885674e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205776 members 
Mstep: Class 2 contains 13659 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 48764 members 
Mstep: Class 6 contains 127143 members 
Mstep: Class 7 contains 157874 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 19374 members 
Mstep: Class 10 contains 45740 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 74695 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 35888 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31824 members 
Mstep: Class 23 contains 124136 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98856712.000000 Penalty: 49124.660156
Iteration 213Q: 23 clusters Score -9.885671e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205568 members 
Mstep: Class 2 contains 13679 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 48798 members 
Mstep: Class 6 contains 127131 members 
Mstep: Class 7 contains 157609 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 19276 members 
Mstep: Class 10 contains 45758 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 74656 members 
Mstep: Class 13 contains 2804 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5412 members 
Mstep: Class 16 contains 21026 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 35908 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31811 members 
Mstep: Class 23 contains 124167 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857008.000000 Penalty: 49124.660156
Iteration 214Q: 23 clusters Score -9.885701e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205401 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 48860 members 
Mstep: Class 6 contains 127104 members 
Mstep: Class 7 contains 157315 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 19185 members 
Mstep: Class 10 contains 45783 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 74606 members 
Mstep: Class 13 contains 2805 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 21537 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 35925 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31781 members 
Mstep: Class 23 contains 124185 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857112.000000 Penalty: 49124.660156
Iteration 215Q: 23 clusters Score -9.885711e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205297 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 48937 members 
Mstep: Class 6 contains 127076 members 
Mstep: Class 7 contains 156957 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 19100 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 74560 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5422 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 35934 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31758 members 
Mstep: Class 23 contains 124197 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857592.000000 Penalty: 49124.660156
Iteration 216Q: 23 clusters Score -9.885759e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205209 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 49001 members 
Mstep: Class 6 contains 127049 members 
Mstep: Class 7 contains 156544 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 19029 members 
Mstep: Class 10 contains 45833 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 74506 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 35937 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31733 members 
Mstep: Class 23 contains 124229 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857688.000000 Penalty: 49124.660156
Iteration 217Q: 23 clusters Score -9.885769e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205139 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 49052 members 
Mstep: Class 6 contains 127006 members 
Mstep: Class 7 contains 156136 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 18955 members 
Mstep: Class 10 contains 45849 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 12 contains 74474 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 35940 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31700 members 
Mstep: Class 23 contains 124261 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857736.000000 Penalty: 49124.660156
Iteration 218Q: 23 clusters Score -9.885774e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205074 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 49112 members 
Mstep: Class 6 contains 126977 members 
Mstep: Class 7 contains 155684 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 18885 members 
Mstep: Class 10 contains 45865 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 74449 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 23604 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 35960 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31681 members 
Mstep: Class 23 contains 124302 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98857824.000000 Penalty: 49124.660156
Iteration 219Q: 23 clusters Score -9.885782e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204980 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 49160 members 
Mstep: Class 6 contains 126934 members 
Mstep: Class 7 contains 155273 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 18836 members 
Mstep: Class 10 contains 45880 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 74416 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 24117 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 35985 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31646 members 
Mstep: Class 23 contains 124347 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858008.000000 Penalty: 49124.660156
Iteration 220F: 23 clusters Score -9.885801e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204882 members 
Mstep: Class 2 contains 13804 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 49212 members 
Mstep: Class 6 contains 126885 members 
Mstep: Class 7 contains 154892 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 18787 members 
Mstep: Class 10 contains 45891 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 74372 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 24628 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 36000 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31599 members 
Mstep: Class 23 contains 124414 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858072.000000 Penalty: 49124.660156
Iteration 221Q: 23 clusters Score -9.885807e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204766 members 
Mstep: Class 2 contains 13817 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 49241 members 
Mstep: Class 6 contains 126864 members 
Mstep: Class 7 contains 154522 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 45913 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 74333 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 25120 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 36004 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31556 members 
Mstep: Class 23 contains 124484 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858016.000000 Penalty: 49124.660156
Iteration 222Q: 23 clusters Score -9.885802e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204625 members 
Mstep: Class 2 contains 13835 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 49298 members 
Mstep: Class 6 contains 126831 members 
Mstep: Class 7 contains 154170 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 18704 members 
Mstep: Class 10 contains 45940 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 74288 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 25580 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 36019 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31525 members 
Mstep: Class 23 contains 124542 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858208.000000 Penalty: 49124.660156
Iteration 223Q: 23 clusters Score -9.885821e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204452 members 
Mstep: Class 2 contains 13858 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 49343 members 
Mstep: Class 6 contains 126808 members 
Mstep: Class 7 contains 153892 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 45961 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 74243 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 25996 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 36030 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31484 members 
Mstep: Class 23 contains 124606 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858320.000000 Penalty: 49124.660156
Iteration 224Q: 23 clusters Score -9.885832e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204290 members 
Mstep: Class 2 contains 13875 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 49383 members 
Mstep: Class 6 contains 126781 members 
Mstep: Class 7 contains 153644 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 18633 members 
Mstep: Class 10 contains 45974 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 74200 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 26389 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 18 contains 36049 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31452 members 
Mstep: Class 23 contains 124673 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858280.000000 Penalty: 49124.660156
Iteration 225Q: 23 clusters Score -9.885828e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204118 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 49427 members 
Mstep: Class 6 contains 126754 members 
Mstep: Class 7 contains 153434 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 46007 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 74152 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 26724 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31423 members 
Mstep: Class 23 contains 124732 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858504.000000 Penalty: 49124.660156
Iteration 226Q: 23 clusters Score -9.88585e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203949 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 49471 members 
Mstep: Class 6 contains 126728 members 
Mstep: Class 7 contains 153228 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 18552 members 
Mstep: Class 10 contains 46038 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 74105 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 27063 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 36101 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31400 members 
Mstep: Class 23 contains 124796 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858696.000000 Penalty: 49124.660156
Iteration 227Q: 23 clusters Score -9.88587e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203815 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 49525 members 
Mstep: Class 6 contains 126706 members 
Mstep: Class 7 contains 153008 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 46060 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 74071 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5449 members 
Mstep: Class 16 contains 27396 members 
Mstep: Class 17 contains 1051 members 
Mstep: Class 18 contains 36121 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31365 members 
Mstep: Class 23 contains 124852 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98858816.000000 Penalty: 49124.660156
Iteration 228Q: 23 clusters Score -9.885882e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203641 members 
Mstep: Class 2 contains 13934 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 49577 members 
Mstep: Class 6 contains 126670 members 
Mstep: Class 7 contains 152799 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 18456 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 74061 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 27706 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 36144 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31353 members 
Mstep: Class 23 contains 124907 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859144.000000 Penalty: 49124.660156
Iteration 229Q: 23 clusters Score -9.885914e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203520 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 49615 members 
Mstep: Class 6 contains 126623 members 
Mstep: Class 7 contains 152563 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 18412 members 
Mstep: Class 10 contains 46111 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 74049 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 27996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 36182 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31336 members 
Mstep: Class 23 contains 124981 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859656.000000 Penalty: 49124.660156
Iteration 230Q: 23 clusters Score -9.885966e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203395 members 
Mstep: Class 2 contains 13965 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 49656 members 
Mstep: Class 6 contains 126587 members 
Mstep: Class 7 contains 152390 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 18372 members 
Mstep: Class 10 contains 46122 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 74021 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 28255 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 36212 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31316 members 
Mstep: Class 23 contains 125048 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859752.000000 Penalty: 49124.660156
Iteration 231Q: 23 clusters Score -9.885975e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203281 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 49694 members 
Mstep: Class 6 contains 126535 members 
Mstep: Class 7 contains 152212 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 18338 members 
Mstep: Class 10 contains 46139 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 74022 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 28503 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 36233 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31289 members 
Mstep: Class 23 contains 125115 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859824.000000 Penalty: 49124.660156
Iteration 232Q: 23 clusters Score -9.885982e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203166 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 49716 members 
Mstep: Class 6 contains 126475 members 
Mstep: Class 7 contains 152097 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 18304 members 
Mstep: Class 10 contains 46159 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 74038 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 28700 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 23 contains 125173 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98859984.000000 Penalty: 49124.660156
Iteration 233Q: 23 clusters Score -9.885998e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 203071 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 49734 members 
Mstep: Class 6 contains 126421 members 
Mstep: Class 7 contains 151970 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 18277 members 
Mstep: Class 10 contains 46172 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 74048 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 28894 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 36292 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31258 members 
Mstep: Class 23 contains 125216 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860120.000000 Penalty: 49124.660156
Iteration 234Q: 23 clusters Score -9.886012e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202925 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 49747 members 
Mstep: Class 6 contains 126380 members 
Mstep: Class 7 contains 151898 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 18257 members 
Mstep: Class 10 contains 46188 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 74066 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 29080 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 36315 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 23 contains 125256 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860240.000000 Penalty: 49124.660156
Iteration 235Q: 23 clusters Score -9.886024e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202777 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 49775 members 
Mstep: Class 6 contains 126342 members 
Mstep: Class 7 contains 151854 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 10 contains 46202 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 74076 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 29255 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 36328 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31223 members 
Mstep: Class 23 contains 125297 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860376.000000 Penalty: 49124.660156
Iteration 236Q: 23 clusters Score -9.886038e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202623 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 126322 members 
Mstep: Class 7 contains 151833 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 46217 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 74072 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 29407 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 36357 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 23 contains 125334 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860504.000000 Penalty: 49124.660156
Iteration 237Q: 23 clusters Score -9.88605e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202487 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 49807 members 
Mstep: Class 6 contains 126295 members 
Mstep: Class 7 contains 151812 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18177 members 
Mstep: Class 10 contains 46243 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 74081 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 29533 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36378 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31192 members 
Mstep: Class 23 contains 125370 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860632.000000 Penalty: 49124.660156
Iteration 238Q: 23 clusters Score -9.886063e+07 nChanged 1238
Entering ConstructFrom: 
Score: -98860632.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (202347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202347 members 
Entering Unmasked Estep 
Score: -21762934.000000 Penalty: 1985.382568
	Iteration 0F: 2 clusters Score -2.176293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -21643620.000000 Penalty: 3970.765137
	Iteration 0F: 3 clusters Score -2.164362e+07 nChanged 98022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -21702084.000000 Penalty: 3970.765137
	Iteration 1F: 3 clusters Score -2.170208e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -21704500.000000 Penalty: 3970.765137
	Iteration 2Q: 3 clusters Score -2.17045e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -21708884.000000 Penalty: 3970.765137
	Iteration 3F: 3 clusters Score -2.170888e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135709 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -21717336.000000 Penalty: 3970.765137
	Iteration 4F: 3 clusters Score -2.171734e+07 nChanged 16649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150792 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -21729660.000000 Penalty: 3970.765137
	Iteration 5F: 3 clusters Score -2.172966e+07 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168275 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -21741776.000000 Penalty: 3970.765137
	Iteration 6F: 3 clusters Score -2.174178e+07 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183877 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -21751224.000000 Penalty: 3970.765137
	Iteration 7F: 3 clusters Score -2.175122e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193815 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -21757080.000000 Penalty: 3970.765137
	Iteration 8Q: 3 clusters Score -2.175708e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198507 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21759790.000000 Penalty: 3970.765137
	Iteration 9Q: 3 clusters Score -2.175979e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200387 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21760756.000000 Penalty: 3970.765137
	Iteration 10Q: 3 clusters Score -2.176076e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201151 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21761080.000000 Penalty: 3970.765137
	Iteration 11Q: 3 clusters Score -2.176108e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201509 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21761238.000000 Penalty: 3970.765137
	Iteration 12Q: 3 clusters Score -2.176124e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201690 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21761294.000000 Penalty: 3970.765137
	Iteration 13Q: 3 clusters Score -2.176129e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201803 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21761328.000000 Penalty: 3970.765137
	Iteration 14Q: 3 clusters Score -2.176133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21761326.000000 Penalty: 3970.765137
	Iteration 15Q: 3 clusters Score -2.176133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21761320.000000 Penalty: 3970.765137
	Iteration 16Q: 3 clusters Score -2.176132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201930 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21761330.000000 Penalty: 3970.765137
	Iteration 17Q: 3 clusters Score -2.176133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201946 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21761344.000000 Penalty: 3970.765137
	Iteration 18Q: 3 clusters Score -2.176134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201958 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21761332.000000 Penalty: 3970.765137
	Iteration 19Q: 3 clusters Score -2.176133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21761348.000000 Penalty: 3970.765137
	Iteration 20F: 3 clusters Score -2.176135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201976 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21761364.000000 Penalty: 3970.765137
	Iteration 21Q: 3 clusters Score -2.176136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201984 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21761362.000000 Penalty: 3970.765137
	Iteration 22Q: 3 clusters Score -2.176136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201994 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21761356.000000 Penalty: 3970.765137
	Iteration 23Q: 3 clusters Score -2.176136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202005 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -21761366.000000 Penalty: 3970.765137
	Iteration 24Q: 3 clusters Score -2.176137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202006 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21761364.000000 Penalty: 3970.765137
	Iteration 25Q: 3 clusters Score -2.176136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21761364.000000 Penalty: 3970.765137
	Iteration 26Q: 3 clusters Score -2.176136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202015 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21761364.000000 Penalty: 3970.765137
	Iteration 27Q: 3 clusters Score -2.176136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202020 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21761370.000000 Penalty: 3970.765137
	Iteration 28Q: 3 clusters Score -2.176137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202021 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21761368.000000 Penalty: 3970.765137
	Iteration 29Q: 3 clusters Score -2.176137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202024 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21761372.000000 Penalty: 3970.765137
	Iteration 30Q: 3 clusters Score -2.176137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202029 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21761372.000000 Penalty: 3970.765137
	Iteration 31Q: 3 clusters Score -2.176137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202030 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21761378.000000 Penalty: 3970.765137
	Iteration 32Q: 3 clusters Score -2.176138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202030 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21761378.000000 Penalty: 3970.765137
	Iteration 33F: 3 clusters Score -2.176138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -1550097.875000 Penalty: 1551.217651
	Iteration 0F: 2 clusters Score -1550098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1540330.000000 Penalty: 3102.435303
	Iteration 0F: 3 clusters Score -1540330 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1543592.125000 Penalty: 3102.435303
	Iteration 1F: 3 clusters Score -1543592 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1543797.250000 Penalty: 3102.435303
	Iteration 2Q: 3 clusters Score -1543797 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1543961.875000 Penalty: 3102.435303
	Iteration 3Q: 3 clusters Score -1543962 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1544100.875000 Penalty: 3102.435303
	Iteration 4Q: 3 clusters Score -1544101 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1544229.000000 Penalty: 3102.435303
	Iteration 5Q: 3 clusters Score -1544229 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1544380.500000 Penalty: 3102.435303
	Iteration 6Q: 3 clusters Score -1544380 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1544526.750000 Penalty: 3102.435303
	Iteration 7Q: 3 clusters Score -1544527 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1544714.125000 Penalty: 3102.435303
	Iteration 8Q: 3 clusters Score -1544714 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1544987.875000 Penalty: 3102.435303
	Iteration 9Q: 3 clusters Score -1544988 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1545353.000000 Penalty: 3102.435303
	Iteration 10Q: 3 clusters Score -1545353 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1545769.625000 Penalty: 3102.435303
	Iteration 11Q: 3 clusters Score -1545770 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1546232.375000 Penalty: 3102.435303
	Iteration 12Q: 3 clusters Score -1546232 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1546716.625000 Penalty: 3102.435303
	Iteration 13Q: 3 clusters Score -1546717 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1547137.500000 Penalty: 3102.435303
	Iteration 14Q: 3 clusters Score -1547138 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1547473.250000 Penalty: 3102.435303
	Iteration 15Q: 3 clusters Score -1547473 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1547744.125000 Penalty: 3102.435303
	Iteration 16Q: 3 clusters Score -1547744 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1547938.875000 Penalty: 3102.435303
	Iteration 17Q: 3 clusters Score -1547939 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1548081.375000 Penalty: 3102.435303
	Iteration 18Q: 3 clusters Score -1548081 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1548189.000000 Penalty: 3102.435303
	Iteration 19Q: 3 clusters Score -1548189 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1548275.500000 Penalty: 3102.435303
	Iteration 20F: 3 clusters Score -1548276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1548355.750000 Penalty: 3102.435303
	Iteration 21Q: 3 clusters Score -1548356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1548424.500000 Penalty: 3102.435303
	Iteration 22Q: 3 clusters Score -1548424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1548473.500000 Penalty: 3102.435303
	Iteration 23Q: 3 clusters Score -1548474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1548521.125000 Penalty: 3102.435303
	Iteration 24Q: 3 clusters Score -1548521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1548567.375000 Penalty: 3102.435303
	Iteration 25Q: 3 clusters Score -1548567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1548601.250000 Penalty: 3102.435303
	Iteration 26Q: 3 clusters Score -1548601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1548635.500000 Penalty: 3102.435303
	Iteration 27Q: 3 clusters Score -1548636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1548663.375000 Penalty: 3102.435303
	Iteration 28Q: 3 clusters Score -1548663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1548681.125000 Penalty: 3102.435303
	Iteration 29Q: 3 clusters Score -1548681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1548698.500000 Penalty: 3102.435303
	Iteration 30Q: 3 clusters Score -1548698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1548718.250000 Penalty: 3102.435303
	Iteration 31Q: 3 clusters Score -1548718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1548729.000000 Penalty: 3102.435303
	Iteration 32Q: 3 clusters Score -1548729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1548739.250000 Penalty: 3102.435303
	Iteration 33Q: 3 clusters Score -1548739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1548746.500000 Penalty: 3102.435303
	Iteration 34Q: 3 clusters Score -1548746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1548754.000000 Penalty: 3102.435303
	Iteration 35Q: 3 clusters Score -1548754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1548759.250000 Penalty: 3102.435303
	Iteration 36Q: 3 clusters Score -1548759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1548763.750000 Penalty: 3102.435303
	Iteration 37Q: 3 clusters Score -1548764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1548764.750000 Penalty: 3102.435303
	Iteration 38Q: 3 clusters Score -1548765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1548772.625000 Penalty: 3102.435303
	Iteration 39Q: 3 clusters Score -1548773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1548777.000000 Penalty: 3102.435303
	Iteration 40F: 3 clusters Score -1548777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1548781.250000 Penalty: 3102.435303
	Iteration 41Q: 3 clusters Score -1548781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1548784.875000 Penalty: 3102.435303
	Iteration 42Q: 3 clusters Score -1548785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1548785.875000 Penalty: 3102.435303
	Iteration 43Q: 3 clusters Score -1548786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1548787.375000 Penalty: 3102.435303
	Iteration 44Q: 3 clusters Score -1548787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1548788.125000 Penalty: 3102.435303
	Iteration 45Q: 3 clusters Score -1548788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1548791.750000 Penalty: 3102.435303
	Iteration 46Q: 3 clusters Score -1548792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1548791.750000 Penalty: 3102.435303
	Iteration 47F: 3 clusters Score -1548792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Entering Unmasked Estep 
Score: -330217.093750 Penalty: 1303.400757
	Iteration 0F: 2 clusters Score -330217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -327440.656250 Penalty: 2606.801514
	Iteration 0F: 3 clusters Score -327440.7 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -328066.093750 Penalty: 2606.801514
	Iteration 1F: 3 clusters Score -328066.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -328191.562500 Penalty: 2606.801514
	Iteration 2F: 3 clusters Score -328191.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -328293.250000 Penalty: 2606.801514
	Iteration 3Q: 3 clusters Score -328293.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -328395.531250 Penalty: 2606.801514
	Iteration 4Q: 3 clusters Score -328395.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -328482.843750 Penalty: 2606.801514
	Iteration 5Q: 3 clusters Score -328482.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -328557.343750 Penalty: 2606.801514
	Iteration 6Q: 3 clusters Score -328557.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -328625.812500 Penalty: 2606.801514
	Iteration 7Q: 3 clusters Score -328625.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -328679.187500 Penalty: 2606.801514
	Iteration 8Q: 3 clusters Score -328679.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -328725.843750 Penalty: 2606.801514
	Iteration 9Q: 3 clusters Score -328725.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -328777.625000 Penalty: 2606.801514
	Iteration 10Q: 3 clusters Score -328777.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -328864.968750 Penalty: 2606.801514
	Iteration 11Q: 3 clusters Score -328865 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -328984.562500 Penalty: 2606.801514
	Iteration 12Q: 3 clusters Score -328984.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -329129.031250 Penalty: 2606.801514
	Iteration 13Q: 3 clusters Score -329129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -329299.062500 Penalty: 2606.801514
	Iteration 14Q: 3 clusters Score -329299.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329426.437500 Penalty: 2606.801514
	Iteration 15Q: 3 clusters Score -329426.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329545.218750 Penalty: 2606.801514
	Iteration 16Q: 3 clusters Score -329545.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -329630.312500 Penalty: 2606.801514
	Iteration 17Q: 3 clusters Score -329630.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329689.156250 Penalty: 2606.801514
	Iteration 18Q: 3 clusters Score -329689.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329722.906250 Penalty: 2606.801514
	Iteration 19Q: 3 clusters Score -329722.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -329739.812500 Penalty: 2606.801514
	Iteration 20F: 3 clusters Score -329739.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -329746.218750 Penalty: 2606.801514
	Iteration 21Q: 3 clusters Score -329746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -329749.218750 Penalty: 2606.801514
	Iteration 22Q: 3 clusters Score -329749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -329752.312500 Penalty: 2606.801514
	Iteration 23Q: 3 clusters Score -329752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -329753.812500 Penalty: 2606.801514
	Iteration 24Q: 3 clusters Score -329753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -329755.687500 Penalty: 2606.801514
	Iteration 25Q: 3 clusters Score -329755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329755.906250 Penalty: 2606.801514
	Iteration 26Q: 3 clusters Score -329755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -329755.937500 Penalty: 2606.801514
	Iteration 27Q: 3 clusters Score -329755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -329755.937500 Penalty: 2606.801514
	Iteration 28F: 3 clusters Score -329755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -259827.562500 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -259827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -257542.140625 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -257542.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258060.875000 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -258060.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258198.218750 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -258198.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258274.359375 Penalty: 2526.828125
	Iteration 3Q: 3 clusters Score -258274.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -258325.500000 Penalty: 2526.828125
	Iteration 4Q: 3 clusters Score -258325.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -258370.109375 Penalty: 2526.828125
	Iteration 5Q: 3 clusters Score -258370.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -258409.968750 Penalty: 2526.828125
	Iteration 6Q: 3 clusters Score -258410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -258441.953125 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -258442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -258465.000000 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -258465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -258480.906250 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -258480.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -258493.156250 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -258493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -258499.734375 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -258499.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -258505.421875 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -258505.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -258508.328125 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -258508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -258514.656250 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -258514.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -258521.406250 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -258521.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -258533.000000 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -258533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -258545.265625 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -258545.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258559.875000 Penalty: 2526.828125
	Iteration 18Q: 3 clusters Score -258559.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -258577.609375 Penalty: 2526.828125
	Iteration 19Q: 3 clusters Score -258577.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -258589.453125 Penalty: 2526.828125
	Iteration 20F: 3 clusters Score -258589.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -258599.671875 Penalty: 2526.828125
	Iteration 21Q: 3 clusters Score -258599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -258606.078125 Penalty: 2526.828125
	Iteration 22Q: 3 clusters Score -258606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -258609.703125 Penalty: 2526.828125
	Iteration 23Q: 3 clusters Score -258609.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -258615.046875 Penalty: 2526.828125
	Iteration 24Q: 3 clusters Score -258615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -258619.437500 Penalty: 2526.828125
	Iteration 25Q: 3 clusters Score -258619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -258624.562500 Penalty: 2526.828125
	Iteration 26Q: 3 clusters Score -258624.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -258631.687500 Penalty: 2526.828125
	Iteration 27Q: 3 clusters Score -258631.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -258637.390625 Penalty: 2526.828125
	Iteration 28Q: 3 clusters Score -258637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -258640.531250 Penalty: 2526.828125
	Iteration 29Q: 3 clusters Score -258640.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -258645.859375 Penalty: 2526.828125
	Iteration 30Q: 3 clusters Score -258645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -258648.609375 Penalty: 2526.828125
	Iteration 31Q: 3 clusters Score -258648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -258650.890625 Penalty: 2526.828125
	Iteration 32Q: 3 clusters Score -258650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -258654.406250 Penalty: 2526.828125
	Iteration 33Q: 3 clusters Score -258654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -258658.156250 Penalty: 2526.828125
	Iteration 34Q: 3 clusters Score -258658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -258659.640625 Penalty: 2526.828125
	Iteration 35Q: 3 clusters Score -258659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -258662.578125 Penalty: 2526.828125
	Iteration 36Q: 3 clusters Score -258662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -258666.375000 Penalty: 2526.828125
	Iteration 37Q: 3 clusters Score -258666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -258670.906250 Penalty: 2526.828125
	Iteration 38Q: 3 clusters Score -258670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -258674.625000 Penalty: 2526.828125
	Iteration 39Q: 3 clusters Score -258674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -258677.406250 Penalty: 2526.828125
	Iteration 40F: 3 clusters Score -258677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -258678.343750 Penalty: 2526.828125
	Iteration 41Q: 3 clusters Score -258678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -258678.750000 Penalty: 2526.828125
	Iteration 42Q: 3 clusters Score -258678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -258680.187500 Penalty: 2526.828125
	Iteration 43Q: 3 clusters Score -258680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -258680.921875 Penalty: 2526.828125
	Iteration 44Q: 3 clusters Score -258680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -258681.468750 Penalty: 2526.828125
	Iteration 45Q: 3 clusters Score -258681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -258682.765625 Penalty: 2526.828125
	Iteration 46Q: 3 clusters Score -258682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -258683.500000 Penalty: 2526.828125
	Iteration 47Q: 3 clusters Score -258683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -258683.500000 Penalty: 2526.828125
	Iteration 48F: 3 clusters Score -258683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Entering Unmasked Estep 
Score: -5478917.500000 Penalty: 1757.601807
	Iteration 0F: 2 clusters Score -5478918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5445428.000000 Penalty: 3515.203613
	Iteration 0F: 3 clusters Score -5445428 nChanged 23315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5458640.500000 Penalty: 3515.203613
	Iteration 1F: 3 clusters Score -5458640 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5459296.000000 Penalty: 3515.203613
	Iteration 2Q: 3 clusters Score -5459296 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -5460177.000000 Penalty: 3515.203613
	Iteration 3Q: 3 clusters Score -5460177 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5461547.000000 Penalty: 3515.203613
	Iteration 4F: 3 clusters Score -5461547 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5463808.000000 Penalty: 3515.203613
	Iteration 5F: 3 clusters Score -5463808 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -5467089.000000 Penalty: 3515.203613
	Iteration 6F: 3 clusters Score -5467089 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -5470838.000000 Penalty: 3515.203613
	Iteration 7F: 3 clusters Score -5470838 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5474078.000000 Penalty: 3515.203613
	Iteration 8F: 3 clusters Score -5474078 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5476026.500000 Penalty: 3515.203613
	Iteration 9Q: 3 clusters Score -5476026 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5476811.500000 Penalty: 3515.203613
	Iteration 10Q: 3 clusters Score -5476812 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5477097.500000 Penalty: 3515.203613
	Iteration 11Q: 3 clusters Score -5477098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5477225.000000 Penalty: 3515.203613
	Iteration 12Q: 3 clusters Score -5477225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5477276.500000 Penalty: 3515.203613
	Iteration 13Q: 3 clusters Score -5477276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5477314.000000 Penalty: 3515.203613
	Iteration 14Q: 3 clusters Score -5477314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5477331.000000 Penalty: 3515.203613
	Iteration 15Q: 3 clusters Score -5477331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5477346.000000 Penalty: 3515.203613
	Iteration 16Q: 3 clusters Score -5477346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5477365.000000 Penalty: 3515.203613
	Iteration 17Q: 3 clusters Score -5477365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5477378.500000 Penalty: 3515.203613
	Iteration 18Q: 3 clusters Score -5477378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5477391.000000 Penalty: 3515.203613
	Iteration 19Q: 3 clusters Score -5477391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5477394.500000 Penalty: 3515.203613
	Iteration 20F: 3 clusters Score -5477394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5477401.000000 Penalty: 3515.203613
	Iteration 21Q: 3 clusters Score -5477401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5477401.000000 Penalty: 3515.203613
	Iteration 22F: 3 clusters Score -5477401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Entering Unmasked Estep 
Score: -13819875.000000 Penalty: 1908.733276
	Iteration 0F: 2 clusters Score -1.381988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -13735369.000000 Penalty: 3817.466553
	Iteration 0F: 3 clusters Score -1.373537e+07 nChanged 60657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -13771005.000000 Penalty: 3817.466553
	Iteration 1F: 3 clusters Score -1.3771e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -13772055.000000 Penalty: 3817.466553
	Iteration 2Q: 3 clusters Score -1.377206e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -13773630.000000 Penalty: 3817.466553
	Iteration 3Q: 3 clusters Score -1.377363e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -13776060.000000 Penalty: 3817.466553
	Iteration 4Q: 3 clusters Score -1.377606e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -13779884.000000 Penalty: 3817.466553
	Iteration 5F: 3 clusters Score -1.377988e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -13785729.000000 Penalty: 3817.466553
	Iteration 6F: 3 clusters Score -1.378573e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -13793373.000000 Penalty: 3817.466553
	Iteration 7F: 3 clusters Score -1.379337e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -13801161.000000 Penalty: 3817.466553
	Iteration 8F: 3 clusters Score -1.380116e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -13806522.000000 Penalty: 3817.466553
	Iteration 9F: 3 clusters Score -1.380652e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -13809050.000000 Penalty: 3817.466553
	Iteration 10Q: 3 clusters Score -1.380905e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -13810525.000000 Penalty: 3817.466553
	Iteration 11Q: 3 clusters Score -1.381052e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -13811443.000000 Penalty: 3817.466553
	Iteration 12Q: 3 clusters Score -1.381144e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -13812333.000000 Penalty: 3817.466553
	Iteration 13Q: 3 clusters Score -1.381233e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -13813123.000000 Penalty: 3817.466553
	Iteration 14Q: 3 clusters Score -1.381312e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -13813786.000000 Penalty: 3817.466553
	Iteration 15Q: 3 clusters Score -1.381379e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -13814420.000000 Penalty: 3817.466553
	Iteration 16Q: 3 clusters Score -1.381442e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 113118 members 
Entering Unmasked Estep 
Score: -13815016.000000 Penalty: 3817.466553
	Iteration 17Q: 3 clusters Score -1.381502e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -13815542.000000 Penalty: 3817.466553
	Iteration 18Q: 3 clusters Score -1.381554e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -13816002.000000 Penalty: 3817.466553
	Iteration 19Q: 3 clusters Score -1.3816e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -13816389.000000 Penalty: 3817.466553
	Iteration 20F: 3 clusters Score -1.381639e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -13816692.000000 Penalty: 3817.466553
	Iteration 21Q: 3 clusters Score -1.381669e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -13817008.000000 Penalty: 3817.466553
	Iteration 22Q: 3 clusters Score -1.381701e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -13817303.000000 Penalty: 3817.466553
	Iteration 23Q: 3 clusters Score -1.38173e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 119198 members 
Entering Unmasked Estep 
Score: -13817588.000000 Penalty: 3817.466553
	Iteration 24Q: 3 clusters Score -1.381759e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -13817844.000000 Penalty: 3817.466553
	Iteration 25Q: 3 clusters Score -1.381784e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -13817913.000000 Penalty: 3817.466553
	Iteration 26Q: 3 clusters Score -1.381791e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 120624 members 
Entering Unmasked Estep 
Score: -13818007.000000 Penalty: 3817.466553
	Iteration 27Q: 3 clusters Score -1.381801e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 120980 members 
Entering Unmasked Estep 
Score: -13818127.000000 Penalty: 3817.466553
	Iteration 28Q: 3 clusters Score -1.381813e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -13818228.000000 Penalty: 3817.466553
	Iteration 29Q: 3 clusters Score -1.381823e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -13818268.000000 Penalty: 3817.466553
	Iteration 30Q: 3 clusters Score -1.381827e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 121761 members 
Entering Unmasked Estep 
Score: -13818350.000000 Penalty: 3817.466553
	Iteration 31Q: 3 clusters Score -1.381835e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -13818387.000000 Penalty: 3817.466553
	Iteration 32Q: 3 clusters Score -1.381839e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 122136 members 
Entering Unmasked Estep 
Score: -13818438.000000 Penalty: 3817.466553
	Iteration 33Q: 3 clusters Score -1.381844e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -13818496.000000 Penalty: 3817.466553
	Iteration 34Q: 3 clusters Score -1.38185e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -13818506.000000 Penalty: 3817.466553
	Iteration 35Q: 3 clusters Score -1.381851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -13818545.000000 Penalty: 3817.466553
	Iteration 36Q: 3 clusters Score -1.381854e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -13818550.000000 Penalty: 3817.466553
	Iteration 37Q: 3 clusters Score -1.381855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -13818542.000000 Penalty: 3817.466553
	Iteration 38Q: 3 clusters Score -1.381854e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 122775 members 
Entering Unmasked Estep 
Score: -13818551.000000 Penalty: 3817.466553
	Iteration 39Q: 3 clusters Score -1.381855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -13818573.000000 Penalty: 3817.466553
	Iteration 40F: 3 clusters Score -1.381857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -13818575.000000 Penalty: 3817.466553
	Iteration 41Q: 3 clusters Score -1.381858e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -13818559.000000 Penalty: 3817.466553
	Iteration 42Q: 3 clusters Score -1.381856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -13818572.000000 Penalty: 3817.466553
	Iteration 43Q: 3 clusters Score -1.381857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -13818601.000000 Penalty: 3817.466553
	Iteration 44Q: 3 clusters Score -1.38186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -13818594.000000 Penalty: 3817.466553
	Iteration 45Q: 3 clusters Score -1.381859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 123120 members 
Entering Unmasked Estep 
Score: -13818595.000000 Penalty: 3817.466553
	Iteration 46Q: 3 clusters Score -1.38186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 123159 members 
Entering Unmasked Estep 
Score: -13818603.000000 Penalty: 3817.466553
	Iteration 47Q: 3 clusters Score -1.38186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -13818605.000000 Penalty: 3817.466553
	Iteration 48Q: 3 clusters Score -1.38186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -13818611.000000 Penalty: 3817.466553
	Iteration 49Q: 3 clusters Score -1.381861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -13818613.000000 Penalty: 3817.466553
	Iteration 50Q: 3 clusters Score -1.381861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -13818619.000000 Penalty: 3817.466553
	Iteration 51Q: 3 clusters Score -1.381862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -13818623.000000 Penalty: 3817.466553
	Iteration 52Q: 3 clusters Score -1.381862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -13818625.000000 Penalty: 3817.466553
	Iteration 53Q: 3 clusters Score -1.381862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 123311 members 
Entering Unmasked Estep 
Score: -13818621.000000 Penalty: 3817.466553
	Iteration 54Q: 3 clusters Score -1.381862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -13818628.000000 Penalty: 3817.466553
	Iteration 55Q: 3 clusters Score -1.381863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -13818625.000000 Penalty: 3817.466553
	Iteration 56Q: 3 clusters Score -1.381862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 123371 members 
Entering Unmasked Estep 
Score: -13818627.000000 Penalty: 3817.466553
	Iteration 57Q: 3 clusters Score -1.381863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 123399 members 
Entering Unmasked Estep 
Score: -13818618.000000 Penalty: 3817.466553
	Iteration 58Q: 3 clusters Score -1.381862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 123427 members 
Entering Unmasked Estep 
Score: -13818648.000000 Penalty: 3817.466553
	Iteration 59Q: 3 clusters Score -1.381865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -13818633.000000 Penalty: 3817.466553
	Iteration 60F: 3 clusters Score -1.381863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -13818659.000000 Penalty: 3817.466553
	Iteration 61Q: 3 clusters Score -1.381866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -13818669.000000 Penalty: 3817.466553
	Iteration 62Q: 3 clusters Score -1.381867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -13818668.000000 Penalty: 3817.466553
	Iteration 63Q: 3 clusters Score -1.381867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -13818667.000000 Penalty: 3817.466553
	Iteration 64Q: 3 clusters Score -1.381867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -13818675.000000 Penalty: 3817.466553
	Iteration 65Q: 3 clusters Score -1.381868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -13818672.000000 Penalty: 3817.466553
	Iteration 66Q: 3 clusters Score -1.381867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -13818689.000000 Penalty: 3817.466553
	Iteration 67Q: 3 clusters Score -1.381869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -13818692.000000 Penalty: 3817.466553
	Iteration 68Q: 3 clusters Score -1.381869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -13818691.000000 Penalty: 3817.466553
	Iteration 69Q: 3 clusters Score -1.381869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -13818706.000000 Penalty: 3817.466553
	Iteration 70Q: 3 clusters Score -1.381871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -13818697.000000 Penalty: 3817.466553
	Iteration 71Q: 3 clusters Score -1.38187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 123709 members 
Entering Unmasked Estep 
Score: -13818692.000000 Penalty: 3817.466553
	Iteration 72Q: 3 clusters Score -1.381869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 123726 members 
Entering Unmasked Estep 
Score: -13818691.000000 Penalty: 3817.466553
	Iteration 73Q: 3 clusters Score -1.381869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -13818696.000000 Penalty: 3817.466553
	Iteration 74Q: 3 clusters Score -1.38187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -13818711.000000 Penalty: 3817.466553
	Iteration 75Q: 3 clusters Score -1.381871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -13818712.000000 Penalty: 3817.466553
	Iteration 76Q: 3 clusters Score -1.381871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 123781 members 
Entering Unmasked Estep 
Score: -13818705.000000 Penalty: 3817.466553
	Iteration 77Q: 3 clusters Score -1.38187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -13818712.000000 Penalty: 3817.466553
	Iteration 78Q: 3 clusters Score -1.381871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -13818699.000000 Penalty: 3817.466553
	Iteration 79Q: 3 clusters Score -1.38187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 123803 members 
Entering Unmasked Estep 
Score: -13818702.000000 Penalty: 3817.466553
	Iteration 80F: 3 clusters Score -1.38187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 123806 members 
Entering Unmasked Estep 
Score: -13818708.000000 Penalty: 3817.466553
	Iteration 81Q: 3 clusters Score -1.381871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 123816 members 
Entering Unmasked Estep 
Score: -13818711.000000 Penalty: 3817.466553
	Iteration 82Q: 3 clusters Score -1.381871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 123827 members 
Entering Unmasked Estep 
Score: -13818702.000000 Penalty: 3817.466553
	Iteration 83Q: 3 clusters Score -1.38187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -13818705.000000 Penalty: 3817.466553
	Iteration 84Q: 3 clusters Score -1.38187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -13818703.000000 Penalty: 3817.466553
	Iteration 85Q: 3 clusters Score -1.38187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 123835 members 
Entering Unmasked Estep 
Score: -13818708.000000 Penalty: 3817.466553
	Iteration 86Q: 3 clusters Score -1.381871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 123835 members 
Entering Unmasked Estep 
Score: -13818708.000000 Penalty: 3817.466553
	Iteration 87F: 3 clusters Score -1.381871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151831 members 
Entering Unmasked Estep 
Score: -16454031.000000 Penalty: 1938.709961
	Iteration 0F: 2 clusters Score -1.645403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -16353343.000000 Penalty: 3877.419922
	Iteration 0F: 3 clusters Score -1.635334e+07 nChanged 73344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -16398473.000000 Penalty: 3877.419922
	Iteration 1F: 3 clusters Score -1.639847e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -16401605.000000 Penalty: 3877.419922
	Iteration 2Q: 3 clusters Score -1.64016e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -16406490.000000 Penalty: 3877.419922
	Iteration 3F: 3 clusters Score -1.640649e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -16413964.000000 Penalty: 3877.419922
	Iteration 4F: 3 clusters Score -1.641396e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -16425509.000000 Penalty: 3877.419922
	Iteration 5F: 3 clusters Score -1.642551e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112496 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -16438031.000000 Penalty: 3877.419922
	Iteration 6F: 3 clusters Score -1.643803e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117267 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -16445195.000000 Penalty: 3877.419922
	Iteration 7F: 3 clusters Score -1.64452e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -16447679.000000 Penalty: 3877.419922
	Iteration 8Q: 3 clusters Score -1.644768e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122114 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -16448668.000000 Penalty: 3877.419922
	Iteration 9Q: 3 clusters Score -1.644867e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123904 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -16449345.000000 Penalty: 3877.419922
	Iteration 10Q: 3 clusters Score -1.644934e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -16449892.000000 Penalty: 3877.419922
	Iteration 11Q: 3 clusters Score -1.644989e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -16450407.000000 Penalty: 3877.419922
	Iteration 12Q: 3 clusters Score -1.645041e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -16450855.000000 Penalty: 3877.419922
	Iteration 13Q: 3 clusters Score -1.645086e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -16451279.000000 Penalty: 3877.419922
	Iteration 14Q: 3 clusters Score -1.645128e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131186 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -16451584.000000 Penalty: 3877.419922
	Iteration 15Q: 3 clusters Score -1.645158e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -16451931.000000 Penalty: 3877.419922
	Iteration 16Q: 3 clusters Score -1.645193e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133538 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -16452294.000000 Penalty: 3877.419922
	Iteration 17Q: 3 clusters Score -1.645229e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134557 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -16452545.000000 Penalty: 3877.419922
	Iteration 18Q: 3 clusters Score -1.645254e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -16452818.000000 Penalty: 3877.419922
	Iteration 19Q: 3 clusters Score -1.645282e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136430 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -16453047.000000 Penalty: 3877.419922
	Iteration 20F: 3 clusters Score -1.645305e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -16453266.000000 Penalty: 3877.419922
	Iteration 21Q: 3 clusters Score -1.645327e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -16453421.000000 Penalty: 3877.419922
	Iteration 22Q: 3 clusters Score -1.645342e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138935 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -16453562.000000 Penalty: 3877.419922
	Iteration 23Q: 3 clusters Score -1.645356e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139684 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -16453713.000000 Penalty: 3877.419922
	Iteration 24Q: 3 clusters Score -1.645371e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140393 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -16453811.000000 Penalty: 3877.419922
	Iteration 25Q: 3 clusters Score -1.645381e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141046 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -16453931.000000 Penalty: 3877.419922
	Iteration 26Q: 3 clusters Score -1.645393e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -16453967.000000 Penalty: 3877.419922
	Iteration 27Q: 3 clusters Score -1.645397e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -16454008.000000 Penalty: 3877.419922
	Iteration 28Q: 3 clusters Score -1.645401e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -16454091.000000 Penalty: 3877.419922
	Iteration 29Q: 3 clusters Score -1.645409e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -16454135.000000 Penalty: 3877.419922
	Iteration 30Q: 3 clusters Score -1.645414e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143634 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -16454146.000000 Penalty: 3877.419922
	Iteration 31Q: 3 clusters Score -1.645415e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144030 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -16454166.000000 Penalty: 3877.419922
	Iteration 32Q: 3 clusters Score -1.645417e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144413 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -16454172.000000 Penalty: 3877.419922
	Iteration 33Q: 3 clusters Score -1.645417e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -16454169.000000 Penalty: 3877.419922
	Iteration 34Q: 3 clusters Score -1.645417e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -16454208.000000 Penalty: 3877.419922
	Iteration 35Q: 3 clusters Score -1.645421e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -16454220.000000 Penalty: 3877.419922
	Iteration 36Q: 3 clusters Score -1.645422e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145413 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -16454209.000000 Penalty: 3877.419922
	Iteration 37Q: 3 clusters Score -1.645421e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -16454169.000000 Penalty: 3877.419922
	Iteration 38Q: 3 clusters Score -1.645417e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -16454189.000000 Penalty: 3877.419922
	Iteration 39Q: 3 clusters Score -1.645419e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145916 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -16454216.000000 Penalty: 3877.419922
	Iteration 40F: 3 clusters Score -1.645422e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146049 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -16454226.000000 Penalty: 3877.419922
	Iteration 41Q: 3 clusters Score -1.645423e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -16454216.000000 Penalty: 3877.419922
	Iteration 42Q: 3 clusters Score -1.645422e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146305 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -16454217.000000 Penalty: 3877.419922
	Iteration 43Q: 3 clusters Score -1.645422e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146414 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -16454177.000000 Penalty: 3877.419922
	Iteration 44Q: 3 clusters Score -1.645418e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146507 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -16454152.000000 Penalty: 3877.419922
	Iteration 45Q: 3 clusters Score -1.645415e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -16454151.000000 Penalty: 3877.419922
	Iteration 46Q: 3 clusters Score -1.645415e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -16454134.000000 Penalty: 3877.419922
	Iteration 47Q: 3 clusters Score -1.645413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146752 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -16454124.000000 Penalty: 3877.419922
	Iteration 48Q: 3 clusters Score -1.645412e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -16454127.000000 Penalty: 3877.419922
	Iteration 49Q: 3 clusters Score -1.645413e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146928 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -16454135.000000 Penalty: 3877.419922
	Iteration 50Q: 3 clusters Score -1.645414e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -16454124.000000 Penalty: 3877.419922
	Iteration 51Q: 3 clusters Score -1.645412e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -16454116.000000 Penalty: 3877.419922
	Iteration 52Q: 3 clusters Score -1.645412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -16454121.000000 Penalty: 3877.419922
	Iteration 53Q: 3 clusters Score -1.645412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147230 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -16454114.000000 Penalty: 3877.419922
	Iteration 54Q: 3 clusters Score -1.645411e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147303 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -16454089.000000 Penalty: 3877.419922
	Iteration 55Q: 3 clusters Score -1.645409e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -16454108.000000 Penalty: 3877.419922
	Iteration 56Q: 3 clusters Score -1.645411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147431 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -16454113.000000 Penalty: 3877.419922
	Iteration 57Q: 3 clusters Score -1.645411e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -16454130.000000 Penalty: 3877.419922
	Iteration 58Q: 3 clusters Score -1.645413e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147540 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -16454111.000000 Penalty: 3877.419922
	Iteration 59Q: 3 clusters Score -1.645411e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -16454110.000000 Penalty: 3877.419922
	Iteration 60F: 3 clusters Score -1.645411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -16454098.000000 Penalty: 3877.419922
	Iteration 61Q: 3 clusters Score -1.64541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -16454086.000000 Penalty: 3877.419922
	Iteration 62Q: 3 clusters Score -1.645409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -16454070.000000 Penalty: 3877.419922
	Iteration 63Q: 3 clusters Score -1.645407e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -16454074.000000 Penalty: 3877.419922
	Iteration 64Q: 3 clusters Score -1.645407e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147840 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -16454043.000000 Penalty: 3877.419922
	Iteration 65Q: 3 clusters Score -1.645404e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16454029.000000 Penalty: 3877.419922
	Iteration 66Q: 3 clusters Score -1.645403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -16454018.000000 Penalty: 3877.419922
	Iteration 67Q: 3 clusters Score -1.645402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -16454025.000000 Penalty: 3877.419922
	Iteration 68Q: 3 clusters Score -1.645402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148006 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -16454018.000000 Penalty: 3877.419922
	Iteration 69Q: 3 clusters Score -1.645402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -16454009.000000 Penalty: 3877.419922
	Iteration 70Q: 3 clusters Score -1.645401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -16454011.000000 Penalty: 3877.419922
	Iteration 71Q: 3 clusters Score -1.645401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -16454010.000000 Penalty: 3877.419922
	Iteration 72Q: 3 clusters Score -1.645401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148056 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -16454029.000000 Penalty: 3877.419922
	Iteration 73Q: 3 clusters Score -1.645403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -16454015.000000 Penalty: 3877.419922
	Iteration 74Q: 3 clusters Score -1.645402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -16454013.000000 Penalty: 3877.419922
	Iteration 75Q: 3 clusters Score -1.645401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -16454006.000000 Penalty: 3877.419922
	Iteration 76Q: 3 clusters Score -1.645401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -16454018.000000 Penalty: 3877.419922
	Iteration 77Q: 3 clusters Score -1.645402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -16454014.000000 Penalty: 3877.419922
	Iteration 78Q: 3 clusters Score -1.645401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -16454023.000000 Penalty: 3877.419922
	Iteration 79Q: 3 clusters Score -1.645402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -16454017.000000 Penalty: 3877.419922
	Iteration 80F: 3 clusters Score -1.645402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148106 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -16454024.000000 Penalty: 3877.419922
	Iteration 81Q: 3 clusters Score -1.645402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -16454025.000000 Penalty: 3877.419922
	Iteration 82Q: 3 clusters Score -1.645402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -16454028.000000 Penalty: 3877.419922
	Iteration 83Q: 3 clusters Score -1.645403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148125 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -16454036.000000 Penalty: 3877.419922
	Iteration 84Q: 3 clusters Score -1.645404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148129 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -16454038.000000 Penalty: 3877.419922
	Iteration 85Q: 3 clusters Score -1.645404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -16454034.000000 Penalty: 3877.419922
	Iteration 86Q: 3 clusters Score -1.645403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -16454034.000000 Penalty: 3877.419922
	Iteration 87F: 3 clusters Score -1.645403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 49812 members 
Mstep: Class 6 contains 126254 members 
Mstep: Class 7 contains 148131 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18153 members 
Mstep: Class 10 contains 46269 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 74084 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 29650 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36389 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31176 members 
Mstep: Class 21 contains 3700 members 
Mstep: Class 23 contains 125412 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
Score: -98860536.000000 Penalty: 51357.601562
Splitting cluster 7 changes total score from -98860632.000000 to -98860536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -392631.187500 Penalty: 1331.965820
	Iteration 0F: 2 clusters Score -392631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -389545.062500 Penalty: 2663.931641
	Iteration 0F: 3 clusters Score -389545.1 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -390403.437500 Penalty: 2663.931641
	Iteration 1F: 3 clusters Score -390403.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -390643.718750 Penalty: 2663.931641
	Iteration 2F: 3 clusters Score -390643.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -390823.500000 Penalty: 2663.931641
	Iteration 3F: 3 clusters Score -390823.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -390965.437500 Penalty: 2663.931641
	Iteration 4F: 3 clusters Score -390965.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -391081.656250 Penalty: 2663.931641
	Iteration 5Q: 3 clusters Score -391081.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -391176.000000 Penalty: 2663.931641
	Iteration 6Q: 3 clusters Score -391176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -391251.500000 Penalty: 2663.931641
	Iteration 7Q: 3 clusters Score -391251.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -391308.875000 Penalty: 2663.931641
	Iteration 8Q: 3 clusters Score -391308.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -391349.406250 Penalty: 2663.931641
	Iteration 9Q: 3 clusters Score -391349.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -391392.781250 Penalty: 2663.931641
	Iteration 10Q: 3 clusters Score -391392.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -391434.437500 Penalty: 2663.931641
	Iteration 11Q: 3 clusters Score -391434.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -391470.875000 Penalty: 2663.931641
	Iteration 12Q: 3 clusters Score -391470.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -391498.843750 Penalty: 2663.931641
	Iteration 13Q: 3 clusters Score -391498.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -391526.968750 Penalty: 2663.931641
	Iteration 14Q: 3 clusters Score -391527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -391554.375000 Penalty: 2663.931641
	Iteration 15Q: 3 clusters Score -391554.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -391579.812500 Penalty: 2663.931641
	Iteration 16Q: 3 clusters Score -391579.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -391607.500000 Penalty: 2663.931641
	Iteration 17Q: 3 clusters Score -391607.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -391635.375000 Penalty: 2663.931641
	Iteration 18Q: 3 clusters Score -391635.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -391652.125000 Penalty: 2663.931641
	Iteration 19Q: 3 clusters Score -391652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -391661.156250 Penalty: 2663.931641
	Iteration 20F: 3 clusters Score -391661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -391668.031250 Penalty: 2663.931641
	Iteration 21Q: 3 clusters Score -391668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -391673.937500 Penalty: 2663.931641
	Iteration 22Q: 3 clusters Score -391673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -391676.187500 Penalty: 2663.931641
	Iteration 23Q: 3 clusters Score -391676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -391678.406250 Penalty: 2663.931641
	Iteration 24Q: 3 clusters Score -391678.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -391680.406250 Penalty: 2663.931641
	Iteration 25Q: 3 clusters Score -391680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -391682.468750 Penalty: 2663.931641
	Iteration 26Q: 3 clusters Score -391682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -391682.343750 Penalty: 2663.931641
	Iteration 27Q: 3 clusters Score -391682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -391682.625000 Penalty: 2663.931641
	Iteration 28Q: 3 clusters Score -391682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -391682.625000 Penalty: 2663.931641
	Iteration 29F: 3 clusters Score -391682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Entering Unmasked Estep 
Score: -2012951.625000 Penalty: 1593.571045
	Iteration 0F: 2 clusters Score -2012952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2000438.750000 Penalty: 3187.142090
	Iteration 0F: 3 clusters Score -2000439 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2004798.125000 Penalty: 3187.142090
	Iteration 1F: 3 clusters Score -2004798 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2005055.375000 Penalty: 3187.142090
	Iteration 2Q: 3 clusters Score -2005055 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2005267.750000 Penalty: 3187.142090
	Iteration 3Q: 3 clusters Score -2005268 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2005439.125000 Penalty: 3187.142090
	Iteration 4Q: 3 clusters Score -2005439 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2005599.375000 Penalty: 3187.142090
	Iteration 5Q: 3 clusters Score -2005599 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2005760.500000 Penalty: 3187.142090
	Iteration 6Q: 3 clusters Score -2005760 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2005945.000000 Penalty: 3187.142090
	Iteration 7Q: 3 clusters Score -2005945 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2006199.500000 Penalty: 3187.142090
	Iteration 8Q: 3 clusters Score -2006200 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2006547.625000 Penalty: 3187.142090
	Iteration 9Q: 3 clusters Score -2006548 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2007064.250000 Penalty: 3187.142090
	Iteration 10Q: 3 clusters Score -2007064 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2007792.875000 Penalty: 3187.142090
	Iteration 11F: 3 clusters Score -2007793 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2008643.250000 Penalty: 3187.142090
	Iteration 12F: 3 clusters Score -2008643 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2009466.000000 Penalty: 3187.142090
	Iteration 13F: 3 clusters Score -2009466 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2010097.250000 Penalty: 3187.142090
	Iteration 14Q: 3 clusters Score -2010097 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2010547.125000 Penalty: 3187.142090
	Iteration 15Q: 3 clusters Score -2010547 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2010863.750000 Penalty: 3187.142090
	Iteration 16Q: 3 clusters Score -2010864 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2011084.375000 Penalty: 3187.142090
	Iteration 17Q: 3 clusters Score -2011084 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2011224.375000 Penalty: 3187.142090
	Iteration 18Q: 3 clusters Score -2011224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2011324.500000 Penalty: 3187.142090
	Iteration 19Q: 3 clusters Score -2011324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2011403.000000 Penalty: 3187.142090
	Iteration 20F: 3 clusters Score -2011403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2011451.500000 Penalty: 3187.142090
	Iteration 21Q: 3 clusters Score -2011452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2011485.750000 Penalty: 3187.142090
	Iteration 22Q: 3 clusters Score -2011486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2011513.125000 Penalty: 3187.142090
	Iteration 23Q: 3 clusters Score -2011513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2011531.125000 Penalty: 3187.142090
	Iteration 24Q: 3 clusters Score -2011531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2011542.125000 Penalty: 3187.142090
	Iteration 25Q: 3 clusters Score -2011542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2011549.875000 Penalty: 3187.142090
	Iteration 26Q: 3 clusters Score -2011550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2011555.625000 Penalty: 3187.142090
	Iteration 27Q: 3 clusters Score -2011556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2011568.625000 Penalty: 3187.142090
	Iteration 28Q: 3 clusters Score -2011569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2011580.125000 Penalty: 3187.142090
	Iteration 29Q: 3 clusters Score -2011580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2011587.500000 Penalty: 3187.142090
	Iteration 30Q: 3 clusters Score -2011588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2011592.750000 Penalty: 3187.142090
	Iteration 31Q: 3 clusters Score -2011593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2011592.000000 Penalty: 3187.142090
	Iteration 32Q: 3 clusters Score -2011592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2011591.125000 Penalty: 3187.142090
	Iteration 33Q: 3 clusters Score -2011591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2011592.875000 Penalty: 3187.142090
	Iteration 34Q: 3 clusters Score -2011593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2011593.625000 Penalty: 3187.142090
	Iteration 35Q: 3 clusters Score -2011594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2011594.000000 Penalty: 3187.142090
	Iteration 36Q: 3 clusters Score -2011594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2011592.250000 Penalty: 3187.142090
	Iteration 37Q: 3 clusters Score -2011592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2011594.875000 Penalty: 3187.142090
	Iteration 38Q: 3 clusters Score -2011595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2011594.875000 Penalty: 3187.142090
	Iteration 39F: 3 clusters Score -2011595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Entering Unmasked Estep 
Score: -4847161.000000 Penalty: 1745.611938
	Iteration 0F: 2 clusters Score -4847161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4816200.000000 Penalty: 3491.223877
	Iteration 0F: 3 clusters Score -4816200 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4828325.000000 Penalty: 3491.223877
	Iteration 1F: 3 clusters Score -4828325 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4828692.500000 Penalty: 3491.223877
	Iteration 2Q: 3 clusters Score -4828692 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4829033.000000 Penalty: 3491.223877
	Iteration 3Q: 3 clusters Score -4829033 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4829430.500000 Penalty: 3491.223877
	Iteration 4Q: 3 clusters Score -4829430 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4829926.000000 Penalty: 3491.223877
	Iteration 5Q: 3 clusters Score -4829926 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4830729.500000 Penalty: 3491.223877
	Iteration 6Q: 3 clusters Score -4830730 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4832089.500000 Penalty: 3491.223877
	Iteration 7F: 3 clusters Score -4832090 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4834230.000000 Penalty: 3491.223877
	Iteration 8F: 3 clusters Score -4834230 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4837371.000000 Penalty: 3491.223877
	Iteration 9F: 3 clusters Score -4837371 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4840750.000000 Penalty: 3491.223877
	Iteration 10F: 3 clusters Score -4840750 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4843168.000000 Penalty: 3491.223877
	Iteration 11F: 3 clusters Score -4843168 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4844594.500000 Penalty: 3491.223877
	Iteration 12Q: 3 clusters Score -4844594 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4845478.500000 Penalty: 3491.223877
	Iteration 13Q: 3 clusters Score -4845478 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4846087.500000 Penalty: 3491.223877
	Iteration 14Q: 3 clusters Score -4846088 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4846379.500000 Penalty: 3491.223877
	Iteration 15Q: 3 clusters Score -4846380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4846466.000000 Penalty: 3491.223877
	Iteration 16Q: 3 clusters Score -4846466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4846512.000000 Penalty: 3491.223877
	Iteration 17Q: 3 clusters Score -4846512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4846527.000000 Penalty: 3491.223877
	Iteration 18Q: 3 clusters Score -4846527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4846542.500000 Penalty: 3491.223877
	Iteration 19Q: 3 clusters Score -4846542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4846545.500000 Penalty: 3491.223877
	Iteration 20F: 3 clusters Score -4846546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4846550.000000 Penalty: 3491.223877
	Iteration 21Q: 3 clusters Score -4846550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4846555.500000 Penalty: 3491.223877
	Iteration 22Q: 3 clusters Score -4846556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4846560.500000 Penalty: 3491.223877
	Iteration 23Q: 3 clusters Score -4846560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4846565.000000 Penalty: 3491.223877
	Iteration 24Q: 3 clusters Score -4846565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4846564.000000 Penalty: 3491.223877
	Iteration 25Q: 3 clusters Score -4846564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4846573.000000 Penalty: 3491.223877
	Iteration 26Q: 3 clusters Score -4846573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4846569.500000 Penalty: 3491.223877
	Iteration 27Q: 3 clusters Score -4846570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4846569.500000 Penalty: 3491.223877
	Iteration 28F: 3 clusters Score -4846570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -261107.656250 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -261107.7 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 1234 members 
Entering Unmasked Estep 
Score: -258668.468750 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -258668.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -259184.953125 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -259185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259313.328125 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -259313.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -259379.812500 Penalty: 2541.512207
	Iteration 3Q: 3 clusters Score -259379.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259423.796875 Penalty: 2541.512207
	Iteration 4Q: 3 clusters Score -259423.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259455.734375 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -259455.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259483.562500 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -259483.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -259503.296875 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -259503.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -259531.390625 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -259531.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -259557.656250 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -259557.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -259582.078125 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -259582.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -259604.015625 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -259604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -259621.796875 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -259621.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -259636.421875 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -259636.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -259648.000000 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -259648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -259661.812500 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -259661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -259672.546875 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -259672.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -259683.125000 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -259683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -259693.968750 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -259694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -259708.765625 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -259708.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -259728.015625 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -259728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -259741.796875 Penalty: 2541.512207
	Iteration 21Q: 3 clusters Score -259741.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -259757.453125 Penalty: 2541.512207
	Iteration 22Q: 3 clusters Score -259757.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -259773.906250 Penalty: 2541.512207
	Iteration 23Q: 3 clusters Score -259773.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -259790.859375 Penalty: 2541.512207
	Iteration 24Q: 3 clusters Score -259790.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -259808.625000 Penalty: 2541.512207
	Iteration 25Q: 3 clusters Score -259808.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -259823.218750 Penalty: 2541.512207
	Iteration 26Q: 3 clusters Score -259823.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -259843.406250 Penalty: 2541.512207
	Iteration 27Q: 3 clusters Score -259843.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -259859.187500 Penalty: 2541.512207
	Iteration 28Q: 3 clusters Score -259859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -259874.984375 Penalty: 2541.512207
	Iteration 29Q: 3 clusters Score -259875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -259886.796875 Penalty: 2541.512207
	Iteration 30Q: 3 clusters Score -259886.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -259896.531250 Penalty: 2541.512207
	Iteration 31Q: 3 clusters Score -259896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -259905.671875 Penalty: 2541.512207
	Iteration 32Q: 3 clusters Score -259905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -259913.625000 Penalty: 2541.512207
	Iteration 33Q: 3 clusters Score -259913.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -259921.843750 Penalty: 2541.512207
	Iteration 34Q: 3 clusters Score -259921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -259930.140625 Penalty: 2541.512207
	Iteration 35Q: 3 clusters Score -259930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -259937.203125 Penalty: 2541.512207
	Iteration 36Q: 3 clusters Score -259937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -259949.703125 Penalty: 2541.512207
	Iteration 37Q: 3 clusters Score -259949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -259961.031250 Penalty: 2541.512207
	Iteration 38Q: 3 clusters Score -259961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -259971.875000 Penalty: 2541.512207
	Iteration 39Q: 3 clusters Score -259971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -259976.375000 Penalty: 2541.512207
	Iteration 40F: 3 clusters Score -259976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -259982.625000 Penalty: 2541.512207
	Iteration 41Q: 3 clusters Score -259982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -259988.453125 Penalty: 2541.512207
	Iteration 42Q: 3 clusters Score -259988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -259991.343750 Penalty: 2541.512207
	Iteration 43Q: 3 clusters Score -259991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -259993.906250 Penalty: 2541.512207
	Iteration 44Q: 3 clusters Score -259993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -259996.312500 Penalty: 2541.512207
	Iteration 45Q: 3 clusters Score -259996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -259997.671875 Penalty: 2541.512207
	Iteration 46Q: 3 clusters Score -259997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -259998.578125 Penalty: 2541.512207
	Iteration 47Q: 3 clusters Score -259998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -260000.468750 Penalty: 2541.512207
	Iteration 48Q: 3 clusters Score -260000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -260002.093750 Penalty: 2541.512207
	Iteration 49Q: 3 clusters Score -260002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -260008.484375 Penalty: 2541.512207
	Iteration 50Q: 3 clusters Score -260008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -260009.437500 Penalty: 2541.512207
	Iteration 51Q: 3 clusters Score -260009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -260013.859375 Penalty: 2541.512207
	Iteration 52Q: 3 clusters Score -260013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -260020.750000 Penalty: 2541.512207
	Iteration 53Q: 3 clusters Score -260020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -260024.781250 Penalty: 2541.512207
	Iteration 54Q: 3 clusters Score -260024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -260035.281250 Penalty: 2541.512207
	Iteration 55Q: 3 clusters Score -260035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -260037.640625 Penalty: 2541.512207
	Iteration 56Q: 3 clusters Score -260037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -260039.921875 Penalty: 2541.512207
	Iteration 57Q: 3 clusters Score -260039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -260043.484375 Penalty: 2541.512207
	Iteration 58Q: 3 clusters Score -260043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -260047.343750 Penalty: 2541.512207
	Iteration 59Q: 3 clusters Score -260047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -260047.468750 Penalty: 2541.512207
	Iteration 60F: 3 clusters Score -260047.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Entering Unmasked Estep 
Score: -8143790.500000 Penalty: 1822.105103
	Iteration 0F: 2 clusters Score -8143790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8094209.000000 Penalty: 3644.210205
	Iteration 0F: 3 clusters Score -8094209 nChanged 35171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -8114716.500000 Penalty: 3644.210205
	Iteration 1F: 3 clusters Score -8114716 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -8115905.000000 Penalty: 3644.210205
	Iteration 2Q: 3 clusters Score -8115905 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -8117433.000000 Penalty: 3644.210205
	Iteration 3Q: 3 clusters Score -8117433 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -8119440.500000 Penalty: 3644.210205
	Iteration 4F: 3 clusters Score -8119440 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8122166.500000 Penalty: 3644.210205
	Iteration 5F: 3 clusters Score -8122166 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -8125589.500000 Penalty: 3644.210205
	Iteration 6F: 3 clusters Score -8125590 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8129538.500000 Penalty: 3644.210205
	Iteration 7F: 3 clusters Score -8129538 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -8132253.500000 Penalty: 3644.210205
	Iteration 8F: 3 clusters Score -8132254 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -8133351.000000 Penalty: 3644.210205
	Iteration 9Q: 3 clusters Score -8133351 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -8133765.500000 Penalty: 3644.210205
	Iteration 10Q: 3 clusters Score -8133766 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -8133992.500000 Penalty: 3644.210205
	Iteration 11Q: 3 clusters Score -8133992 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8134235.000000 Penalty: 3644.210205
	Iteration 12Q: 3 clusters Score -8134235 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -8134375.000000 Penalty: 3644.210205
	Iteration 13Q: 3 clusters Score -8134375 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -8134670.500000 Penalty: 3644.210205
	Iteration 14Q: 3 clusters Score -8134670 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -8134848.500000 Penalty: 3644.210205
	Iteration 15Q: 3 clusters Score -8134848 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -8135082.500000 Penalty: 3644.210205
	Iteration 16Q: 3 clusters Score -8135082 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -8135252.500000 Penalty: 3644.210205
	Iteration 17Q: 3 clusters Score -8135252 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8135445.000000 Penalty: 3644.210205
	Iteration 18Q: 3 clusters Score -8135445 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -8135593.500000 Penalty: 3644.210205
	Iteration 19Q: 3 clusters Score -8135594 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -8135774.000000 Penalty: 3644.210205
	Iteration 20F: 3 clusters Score -8135774 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -8135956.500000 Penalty: 3644.210205
	Iteration 21Q: 3 clusters Score -8135956 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -8136261.000000 Penalty: 3644.210205
	Iteration 22Q: 3 clusters Score -8136261 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8136475.500000 Penalty: 3644.210205
	Iteration 23Q: 3 clusters Score -8136476 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8136734.500000 Penalty: 3644.210205
	Iteration 24Q: 3 clusters Score -8136734 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -8136972.000000 Penalty: 3644.210205
	Iteration 25Q: 3 clusters Score -8136972 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -8137212.500000 Penalty: 3644.210205
	Iteration 26Q: 3 clusters Score -8137212 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -8137470.500000 Penalty: 3644.210205
	Iteration 27Q: 3 clusters Score -8137470 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -8137738.000000 Penalty: 3644.210205
	Iteration 28Q: 3 clusters Score -8137738 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -8138051.500000 Penalty: 3644.210205
	Iteration 29Q: 3 clusters Score -8138052 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8138263.500000 Penalty: 3644.210205
	Iteration 30Q: 3 clusters Score -8138264 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -8138492.500000 Penalty: 3644.210205
	Iteration 31Q: 3 clusters Score -8138492 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -8138728.000000 Penalty: 3644.210205
	Iteration 32Q: 3 clusters Score -8138728 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -8139027.500000 Penalty: 3644.210205
	Iteration 33Q: 3 clusters Score -8139028 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -8139342.500000 Penalty: 3644.210205
	Iteration 34Q: 3 clusters Score -8139342 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -8139558.500000 Penalty: 3644.210205
	Iteration 35Q: 3 clusters Score -8139558 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -8139831.500000 Penalty: 3644.210205
	Iteration 36Q: 3 clusters Score -8139832 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -8140020.000000 Penalty: 3644.210205
	Iteration 37Q: 3 clusters Score -8140020 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -8140266.000000 Penalty: 3644.210205
	Iteration 38Q: 3 clusters Score -8140266 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8140502.000000 Penalty: 3644.210205
	Iteration 39Q: 3 clusters Score -8140502 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -8140738.500000 Penalty: 3644.210205
	Iteration 40F: 3 clusters Score -8140738 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8140929.000000 Penalty: 3644.210205
	Iteration 41Q: 3 clusters Score -8140929 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8141117.500000 Penalty: 3644.210205
	Iteration 42Q: 3 clusters Score -8141118 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -8141340.000000 Penalty: 3644.210205
	Iteration 43Q: 3 clusters Score -8141340 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8141464.500000 Penalty: 3644.210205
	Iteration 44Q: 3 clusters Score -8141464 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8141635.500000 Penalty: 3644.210205
	Iteration 45Q: 3 clusters Score -8141636 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8141769.000000 Penalty: 3644.210205
	Iteration 46Q: 3 clusters Score -8141769 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8141867.500000 Penalty: 3644.210205
	Iteration 47Q: 3 clusters Score -8141868 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8141987.500000 Penalty: 3644.210205
	Iteration 48Q: 3 clusters Score -8141988 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8142059.500000 Penalty: 3644.210205
	Iteration 49Q: 3 clusters Score -8142060 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8142111.500000 Penalty: 3644.210205
	Iteration 50Q: 3 clusters Score -8142112 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8142155.500000 Penalty: 3644.210205
	Iteration 51Q: 3 clusters Score -8142156 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8142198.500000 Penalty: 3644.210205
	Iteration 52Q: 3 clusters Score -8142198 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8142237.500000 Penalty: 3644.210205
	Iteration 53Q: 3 clusters Score -8142238 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8142268.500000 Penalty: 3644.210205
	Iteration 54Q: 3 clusters Score -8142268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8142298.000000 Penalty: 3644.210205
	Iteration 55Q: 3 clusters Score -8142298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8142360.000000 Penalty: 3644.210205
	Iteration 56Q: 3 clusters Score -8142360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8142371.500000 Penalty: 3644.210205
	Iteration 57Q: 3 clusters Score -8142372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8142419.000000 Penalty: 3644.210205
	Iteration 58Q: 3 clusters Score -8142419 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8142450.500000 Penalty: 3644.210205
	Iteration 59Q: 3 clusters Score -8142450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8142448.500000 Penalty: 3644.210205
	Iteration 60F: 3 clusters Score -8142448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8142476.000000 Penalty: 3644.210205
	Iteration 61Q: 3 clusters Score -8142476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8142496.500000 Penalty: 3644.210205
	Iteration 62Q: 3 clusters Score -8142496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8142506.500000 Penalty: 3644.210205
	Iteration 63Q: 3 clusters Score -8142506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8142517.000000 Penalty: 3644.210205
	Iteration 64Q: 3 clusters Score -8142517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8142540.000000 Penalty: 3644.210205
	Iteration 65Q: 3 clusters Score -8142540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8142560.000000 Penalty: 3644.210205
	Iteration 66Q: 3 clusters Score -8142560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8142569.000000 Penalty: 3644.210205
	Iteration 67Q: 3 clusters Score -8142569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8142586.500000 Penalty: 3644.210205
	Iteration 68Q: 3 clusters Score -8142586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8142600.000000 Penalty: 3644.210205
	Iteration 69Q: 3 clusters Score -8142600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8142607.500000 Penalty: 3644.210205
	Iteration 70Q: 3 clusters Score -8142608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8142616.500000 Penalty: 3644.210205
	Iteration 71Q: 3 clusters Score -8142616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8142622.500000 Penalty: 3644.210205
	Iteration 72Q: 3 clusters Score -8142622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8142625.000000 Penalty: 3644.210205
	Iteration 73Q: 3 clusters Score -8142625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8142623.000000 Penalty: 3644.210205
	Iteration 74Q: 3 clusters Score -8142623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8142624.000000 Penalty: 3644.210205
	Iteration 75Q: 3 clusters Score -8142624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8142622.000000 Penalty: 3644.210205
	Iteration 76Q: 3 clusters Score -8142622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8142622.500000 Penalty: 3644.210205
	Iteration 77Q: 3 clusters Score -8142622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8142627.000000 Penalty: 3644.210205
	Iteration 78Q: 3 clusters Score -8142627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8142636.500000 Penalty: 3644.210205
	Iteration 79Q: 3 clusters Score -8142636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8142638.000000 Penalty: 3644.210205
	Iteration 80F: 3 clusters Score -8142638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8142649.500000 Penalty: 3644.210205
	Iteration 81Q: 3 clusters Score -8142650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8142642.500000 Penalty: 3644.210205
	Iteration 82Q: 3 clusters Score -8142642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8142648.000000 Penalty: 3644.210205
	Iteration 83Q: 3 clusters Score -8142648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8142636.500000 Penalty: 3644.210205
	Iteration 84Q: 3 clusters Score -8142636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8142639.000000 Penalty: 3644.210205
	Iteration 85Q: 3 clusters Score -8142639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8142643.500000 Penalty: 3644.210205
	Iteration 86Q: 3 clusters Score -8142644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8142645.500000 Penalty: 3644.210205
	Iteration 87Q: 3 clusters Score -8142646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8142643.000000 Penalty: 3644.210205
	Iteration 88Q: 3 clusters Score -8142643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8142646.500000 Penalty: 3644.210205
	Iteration 89Q: 3 clusters Score -8142646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8142647.000000 Penalty: 3644.210205
	Iteration 90Q: 3 clusters Score -8142647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8142646.500000 Penalty: 3644.210205
	Iteration 91Q: 3 clusters Score -8142646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8142648.000000 Penalty: 3644.210205
	Iteration 92Q: 3 clusters Score -8142648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8142648.500000 Penalty: 3644.210205
	Iteration 93Q: 3 clusters Score -8142648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8142645.000000 Penalty: 3644.210205
	Iteration 94Q: 3 clusters Score -8142645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8142646.000000 Penalty: 3644.210205
	Iteration 95Q: 3 clusters Score -8142646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8142648.000000 Penalty: 3644.210205
	Iteration 96Q: 3 clusters Score -8142648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8142648.000000 Penalty: 3644.210205
	Iteration 97F: 3 clusters Score -8142648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -284020.937500 Penalty: 1290.633911
	Iteration 0F: 2 clusters Score -284020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -281434.000000 Penalty: 2581.267822
	Iteration 0F: 3 clusters Score -281434 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -282097.062500 Penalty: 2581.267822
	Iteration 1F: 3 clusters Score -282097.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -282260.531250 Penalty: 2581.267822
	Iteration 2F: 3 clusters Score -282260.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -282387.437500 Penalty: 2581.267822
	Iteration 3F: 3 clusters Score -282387.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -282507.000000 Penalty: 2581.267822
	Iteration 4Q: 3 clusters Score -282507 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -282663.843750 Penalty: 2581.267822
	Iteration 5Q: 3 clusters Score -282663.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -282868.000000 Penalty: 2581.267822
	Iteration 6F: 3 clusters Score -282868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -283075.250000 Penalty: 2581.267822
	Iteration 7F: 3 clusters Score -283075.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -283252.437500 Penalty: 2581.267822
	Iteration 8F: 3 clusters Score -283252.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -283405.468750 Penalty: 2581.267822
	Iteration 9F: 3 clusters Score -283405.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -283514.937500 Penalty: 2581.267822
	Iteration 10Q: 3 clusters Score -283514.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -283585.218750 Penalty: 2581.267822
	Iteration 11Q: 3 clusters Score -283585.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -283642.968750 Penalty: 2581.267822
	Iteration 12Q: 3 clusters Score -283643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -283687.093750 Penalty: 2581.267822
	Iteration 13Q: 3 clusters Score -283687.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -283723.031250 Penalty: 2581.267822
	Iteration 14Q: 3 clusters Score -283723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -283773.468750 Penalty: 2581.267822
	Iteration 15Q: 3 clusters Score -283773.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -283806.687500 Penalty: 2581.267822
	Iteration 16Q: 3 clusters Score -283806.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -283825.406250 Penalty: 2581.267822
	Iteration 17Q: 3 clusters Score -283825.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -283838.000000 Penalty: 2581.267822
	Iteration 18Q: 3 clusters Score -283838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -283868.656250 Penalty: 2581.267822
	Iteration 19Q: 3 clusters Score -283868.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -283894.843750 Penalty: 2581.267822
	Iteration 20F: 3 clusters Score -283894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -283914.593750 Penalty: 2581.267822
	Iteration 21Q: 3 clusters Score -283914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -283923.812500 Penalty: 2581.267822
	Iteration 22Q: 3 clusters Score -283923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -283928.093750 Penalty: 2581.267822
	Iteration 23Q: 3 clusters Score -283928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -283928.125000 Penalty: 2581.267822
	Iteration 24Q: 3 clusters Score -283928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -283928.125000 Penalty: 2581.267822
	Iteration 25F: 3 clusters Score -283928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -163427.296875 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -163427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -161628.843750 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -161628.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161965.234375 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -161965.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162066.171875 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -162066.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162107.093750 Penalty: 2375.928711
	Iteration 3Q: 3 clusters Score -162107.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162141.453125 Penalty: 2375.928711
	Iteration 4Q: 3 clusters Score -162141.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162163.468750 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -162163.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162180.125000 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -162180.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162199.625000 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -162199.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162221.687500 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -162221.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162235.953125 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -162236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162247.484375 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -162247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162255.656250 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -162255.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162261.671875 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -162261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162265.093750 Penalty: 2375.928711
	Iteration 13Q: 3 clusters Score -162265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162265.562500 Penalty: 2375.928711
	Iteration 14Q: 3 clusters Score -162265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162265.562500 Penalty: 2375.928711
	Iteration 15F: 3 clusters Score -162265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -602623.937500 Penalty: 1398.405151
	Iteration 0F: 2 clusters Score -602623.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -598369.500000 Penalty: 2796.810303
	Iteration 0F: 3 clusters Score -598369.5 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -599588.562500 Penalty: 2796.810303
	Iteration 1F: 3 clusters Score -599588.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -599758.250000 Penalty: 2796.810303
	Iteration 2F: 3 clusters Score -599758.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -599841.062500 Penalty: 2796.810303
	Iteration 3Q: 3 clusters Score -599841.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -599893.937500 Penalty: 2796.810303
	Iteration 4Q: 3 clusters Score -599893.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -599943.375000 Penalty: 2796.810303
	Iteration 5Q: 3 clusters Score -599943.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -599990.937500 Penalty: 2796.810303
	Iteration 6Q: 3 clusters Score -599990.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -600031.562500 Penalty: 2796.810303
	Iteration 7Q: 3 clusters Score -600031.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -600068.625000 Penalty: 2796.810303
	Iteration 8Q: 3 clusters Score -600068.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -600104.500000 Penalty: 2796.810303
	Iteration 9Q: 3 clusters Score -600104.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -600139.750000 Penalty: 2796.810303
	Iteration 10Q: 3 clusters Score -600139.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -600184.250000 Penalty: 2796.810303
	Iteration 11Q: 3 clusters Score -600184.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -600252.375000 Penalty: 2796.810303
	Iteration 12Q: 3 clusters Score -600252.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -600356.750000 Penalty: 2796.810303
	Iteration 13Q: 3 clusters Score -600356.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -600490.437500 Penalty: 2796.810303
	Iteration 14Q: 3 clusters Score -600490.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -600655.125000 Penalty: 2796.810303
	Iteration 15Q: 3 clusters Score -600655.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -600810.937500 Penalty: 2796.810303
	Iteration 16Q: 3 clusters Score -600810.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -600943.062500 Penalty: 2796.810303
	Iteration 17Q: 3 clusters Score -600943.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -601062.937500 Penalty: 2796.810303
	Iteration 18Q: 3 clusters Score -601062.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -601180.375000 Penalty: 2796.810303
	Iteration 19Q: 3 clusters Score -601180.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -601266.625000 Penalty: 2796.810303
	Iteration 20F: 3 clusters Score -601266.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -601327.437500 Penalty: 2796.810303
	Iteration 21Q: 3 clusters Score -601327.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -601387.187500 Penalty: 2796.810303
	Iteration 22Q: 3 clusters Score -601387.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -601425.562500 Penalty: 2796.810303
	Iteration 23Q: 3 clusters Score -601425.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -601444.937500 Penalty: 2796.810303
	Iteration 24Q: 3 clusters Score -601444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -601455.375000 Penalty: 2796.810303
	Iteration 25Q: 3 clusters Score -601455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -601458.125000 Penalty: 2796.810303
	Iteration 26Q: 3 clusters Score -601458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -601462.625000 Penalty: 2796.810303
	Iteration 27Q: 3 clusters Score -601462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -601463.375000 Penalty: 2796.810303
	Iteration 28Q: 3 clusters Score -601463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -601463.375000 Penalty: 2796.810303
	Iteration 29F: 3 clusters Score -601463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Entering Unmasked Estep 
Score: -3261790.750000 Penalty: 1673.297852
	Iteration 0F: 2 clusters Score -3261791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3241737.250000 Penalty: 3346.595703
	Iteration 0F: 3 clusters Score -3241737 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3249368.000000 Penalty: 3346.595703
	Iteration 1F: 3 clusters Score -3249368 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3249677.000000 Penalty: 3346.595703
	Iteration 2Q: 3 clusters Score -3249677 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3249951.500000 Penalty: 3346.595703
	Iteration 3Q: 3 clusters Score -3249952 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3250232.250000 Penalty: 3346.595703
	Iteration 4Q: 3 clusters Score -3250232 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3250606.750000 Penalty: 3346.595703
	Iteration 5Q: 3 clusters Score -3250607 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3251114.750000 Penalty: 3346.595703
	Iteration 6Q: 3 clusters Score -3251115 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3251935.750000 Penalty: 3346.595703
	Iteration 7F: 3 clusters Score -3251936 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3253272.500000 Penalty: 3346.595703
	Iteration 8F: 3 clusters Score -3253272 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3255222.000000 Penalty: 3346.595703
	Iteration 9F: 3 clusters Score -3255222 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3257312.750000 Penalty: 3346.595703
	Iteration 10F: 3 clusters Score -3257313 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3258980.250000 Penalty: 3346.595703
	Iteration 11F: 3 clusters Score -3258980 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3259747.000000 Penalty: 3346.595703
	Iteration 12Q: 3 clusters Score -3259747 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3260066.500000 Penalty: 3346.595703
	Iteration 13Q: 3 clusters Score -3260066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3260185.250000 Penalty: 3346.595703
	Iteration 14Q: 3 clusters Score -3260185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3260232.750000 Penalty: 3346.595703
	Iteration 15Q: 3 clusters Score -3260233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3260251.500000 Penalty: 3346.595703
	Iteration 16Q: 3 clusters Score -3260252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3260268.750000 Penalty: 3346.595703
	Iteration 17Q: 3 clusters Score -3260269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3260274.500000 Penalty: 3346.595703
	Iteration 18Q: 3 clusters Score -3260274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3260278.750000 Penalty: 3346.595703
	Iteration 19Q: 3 clusters Score -3260279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3260282.500000 Penalty: 3346.595703
	Iteration 20F: 3 clusters Score -3260282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -116119.640625 Penalty: 1132.132202
	Iteration 0F: 2 clusters Score -116119.6 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 501 members 
Entering Unmasked Estep 
Score: -114587.929688 Penalty: 2264.264404
	Iteration 0F: 3 clusters Score -114587.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114857.085938 Penalty: 2264.264404
	Iteration 1F: 3 clusters Score -114857.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114948.609375 Penalty: 2264.264404
	Iteration 2F: 3 clusters Score -114948.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114992.335938 Penalty: 2264.264404
	Iteration 3Q: 3 clusters Score -114992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115012.804688 Penalty: 2264.264404
	Iteration 4Q: 3 clusters Score -115012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115027.335938 Penalty: 2264.264404
	Iteration 5Q: 3 clusters Score -115027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -115039.453125 Penalty: 2264.264404
	Iteration 6Q: 3 clusters Score -115039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -115043.937500 Penalty: 2264.264404
	Iteration 7Q: 3 clusters Score -115043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115049.312500 Penalty: 2264.264404
	Iteration 8Q: 3 clusters Score -115049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115052.445312 Penalty: 2264.264404
	Iteration 9Q: 3 clusters Score -115052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -115056.039062 Penalty: 2264.264404
	Iteration 10Q: 3 clusters Score -115056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115060.187500 Penalty: 2264.264404
	Iteration 11Q: 3 clusters Score -115060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115061.351562 Penalty: 2264.264404
	Iteration 12Q: 3 clusters Score -115061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115061.632812 Penalty: 2264.264404
	Iteration 13Q: 3 clusters Score -115061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115061.851562 Penalty: 2264.264404
	Iteration 14Q: 3 clusters Score -115061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115062.476562 Penalty: 2264.264404
	Iteration 15Q: 3 clusters Score -115062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115063.000000 Penalty: 2264.264404
	Iteration 16Q: 3 clusters Score -115063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -115064.164062 Penalty: 2264.264404
	Iteration 17Q: 3 clusters Score -115064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -115064.164062 Penalty: 2264.264404
	Iteration 18F: 3 clusters Score -115064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Entering Unmasked Estep 
Score: -4010329.500000 Penalty: 1706.578491
	Iteration 0F: 2 clusters Score -4010330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3985845.000000 Penalty: 3413.156982
	Iteration 0F: 3 clusters Score -3985845 nChanged 16953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3995358.250000 Penalty: 3413.156982
	Iteration 1F: 3 clusters Score -3995358 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3995821.500000 Penalty: 3413.156982
	Iteration 2Q: 3 clusters Score -3995822 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3996236.250000 Penalty: 3413.156982
	Iteration 3Q: 3 clusters Score -3996236 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3996665.000000 Penalty: 3413.156982
	Iteration 4Q: 3 clusters Score -3996665 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3997099.500000 Penalty: 3413.156982
	Iteration 5Q: 3 clusters Score -3997100 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3997498.500000 Penalty: 3413.156982
	Iteration 6Q: 3 clusters Score -3997498 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3998041.000000 Penalty: 3413.156982
	Iteration 7Q: 3 clusters Score -3998041 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3998620.500000 Penalty: 3413.156982
	Iteration 8Q: 3 clusters Score -3998620 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3999341.750000 Penalty: 3413.156982
	Iteration 9Q: 3 clusters Score -3999342 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -4000261.750000 Penalty: 3413.156982
	Iteration 10Q: 3 clusters Score -4000262 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4001345.750000 Penalty: 3413.156982
	Iteration 11F: 3 clusters Score -4001346 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4002613.000000 Penalty: 3413.156982
	Iteration 12F: 3 clusters Score -4002613 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4004179.500000 Penalty: 3413.156982
	Iteration 13F: 3 clusters Score -4004180 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4005617.000000 Penalty: 3413.156982
	Iteration 14F: 3 clusters Score -4005617 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4006843.000000 Penalty: 3413.156982
	Iteration 15Q: 3 clusters Score -4006843 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4007739.250000 Penalty: 3413.156982
	Iteration 16Q: 3 clusters Score -4007739 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -4008293.750000 Penalty: 3413.156982
	Iteration 17Q: 3 clusters Score -4008294 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4008550.250000 Penalty: 3413.156982
	Iteration 18Q: 3 clusters Score -4008550 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4008682.000000 Penalty: 3413.156982
	Iteration 19Q: 3 clusters Score -4008682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4008771.000000 Penalty: 3413.156982
	Iteration 20F: 3 clusters Score -4008771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4008821.250000 Penalty: 3413.156982
	Iteration 21Q: 3 clusters Score -4008821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4008845.750000 Penalty: 3413.156982
	Iteration 22Q: 3 clusters Score -4008846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4008869.750000 Penalty: 3413.156982
	Iteration 23Q: 3 clusters Score -4008870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4008875.750000 Penalty: 3413.156982
	Iteration 24Q: 3 clusters Score -4008876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4008888.250000 Penalty: 3413.156982
	Iteration 25Q: 3 clusters Score -4008888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4008888.250000 Penalty: 3413.156982
	Iteration 26Q: 3 clusters Score -4008888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4008891.500000 Penalty: 3413.156982
	Iteration 27Q: 3 clusters Score -4008892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4008885.750000 Penalty: 3413.156982
	Iteration 28Q: 3 clusters Score -4008886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4008885.750000 Penalty: 3413.156982
	Iteration 29F: 3 clusters Score -4008886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -35895.839844 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -35895.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34925.648438 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -34925.65 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35056.312500 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -35056.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35112.882812 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -35112.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35132.460938 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -35132.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35155.789062 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -35155.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35161.023438 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -35161.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35163.832031 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -35163.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35165.972656 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -35165.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35168.464844 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -35168.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35174.789062 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -35174.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35174.789062 Penalty: 1953.661865
	Iteration 10F: 3 clusters Score -35174.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Entering Unmasked Estep 
Score: -3434490.750000 Penalty: 1681.453125
	Iteration 0F: 2 clusters Score -3434491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3413414.500000 Penalty: 3362.906250
	Iteration 0F: 3 clusters Score -3413414 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3421223.500000 Penalty: 3362.906250
	Iteration 1F: 3 clusters Score -3421224 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3421594.000000 Penalty: 3362.906250
	Iteration 2Q: 3 clusters Score -3421594 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3421955.750000 Penalty: 3362.906250
	Iteration 3Q: 3 clusters Score -3421956 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3422429.750000 Penalty: 3362.906250
	Iteration 4Q: 3 clusters Score -3422430 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3422913.000000 Penalty: 3362.906250
	Iteration 5Q: 3 clusters Score -3422913 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3423534.750000 Penalty: 3362.906250
	Iteration 6Q: 3 clusters Score -3423535 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3424379.000000 Penalty: 3362.906250
	Iteration 7Q: 3 clusters Score -3424379 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3425566.500000 Penalty: 3362.906250
	Iteration 8F: 3 clusters Score -3425566 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3427055.000000 Penalty: 3362.906250
	Iteration 9F: 3 clusters Score -3427055 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3428711.000000 Penalty: 3362.906250
	Iteration 10F: 3 clusters Score -3428711 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3430252.000000 Penalty: 3362.906250
	Iteration 11F: 3 clusters Score -3430252 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3431405.750000 Penalty: 3362.906250
	Iteration 12Q: 3 clusters Score -3431406 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3432138.000000 Penalty: 3362.906250
	Iteration 13Q: 3 clusters Score -3432138 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3432533.500000 Penalty: 3362.906250
	Iteration 14Q: 3 clusters Score -3432534 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3432738.000000 Penalty: 3362.906250
	Iteration 15Q: 3 clusters Score -3432738 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3432849.750000 Penalty: 3362.906250
	Iteration 16Q: 3 clusters Score -3432850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3432917.750000 Penalty: 3362.906250
	Iteration 17Q: 3 clusters Score -3432918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3432959.750000 Penalty: 3362.906250
	Iteration 18Q: 3 clusters Score -3432960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3432982.500000 Penalty: 3362.906250
	Iteration 19Q: 3 clusters Score -3432982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3432994.750000 Penalty: 3362.906250
	Iteration 20F: 3 clusters Score -3432995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3433003.750000 Penalty: 3362.906250
	Iteration 21Q: 3 clusters Score -3433004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3433007.750000 Penalty: 3362.906250
	Iteration 22Q: 3 clusters Score -3433008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3433015.000000 Penalty: 3362.906250
	Iteration 23Q: 3 clusters Score -3433015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3433020.500000 Penalty: 3362.906250
	Iteration 24Q: 3 clusters Score -3433020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3433026.500000 Penalty: 3362.906250
	Iteration 25Q: 3 clusters Score -3433026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3433030.750000 Penalty: 3362.906250
	Iteration 26Q: 3 clusters Score -3433031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3433030.500000 Penalty: 3362.906250
	Iteration 27Q: 3 clusters Score -3433030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3433030.750000 Penalty: 3362.906250
	Iteration 28Q: 3 clusters Score -3433031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3433034.500000 Penalty: 3362.906250
	Iteration 29Q: 3 clusters Score -3433034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3433037.000000 Penalty: 3362.906250
	Iteration 30Q: 3 clusters Score -3433037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3433037.000000 Penalty: 3362.906250
	Iteration 31F: 3 clusters Score -3433037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Entering Unmasked Estep 
Score: -13765607.000000 Penalty: 1907.645996
	Iteration 0F: 2 clusters Score -1.376561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -13681975.000000 Penalty: 3815.291992
	Iteration 0F: 3 clusters Score -1.368198e+07 nChanged 60142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -13717090.000000 Penalty: 3815.291992
	Iteration 1F: 3 clusters Score -1.371709e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -13718306.000000 Penalty: 3815.291992
	Iteration 2Q: 3 clusters Score -1.371831e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -13720062.000000 Penalty: 3815.291992
	Iteration 3Q: 3 clusters Score -1.372006e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -13721990.000000 Penalty: 3815.291992
	Iteration 4Q: 3 clusters Score -1.372199e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -13724518.000000 Penalty: 3815.291992
	Iteration 5Q: 3 clusters Score -1.372452e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -13727379.000000 Penalty: 3815.291992
	Iteration 6Q: 3 clusters Score -1.372738e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -13730829.000000 Penalty: 3815.291992
	Iteration 7F: 3 clusters Score -1.373083e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -13735034.000000 Penalty: 3815.291992
	Iteration 8F: 3 clusters Score -1.373503e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -13739132.000000 Penalty: 3815.291992
	Iteration 9F: 3 clusters Score -1.373913e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -13742173.000000 Penalty: 3815.291992
	Iteration 10Q: 3 clusters Score -1.374217e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -13743733.000000 Penalty: 3815.291992
	Iteration 11Q: 3 clusters Score -1.374373e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -13744537.000000 Penalty: 3815.291992
	Iteration 12Q: 3 clusters Score -1.374454e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -13745115.000000 Penalty: 3815.291992
	Iteration 13Q: 3 clusters Score -1.374512e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -13745873.000000 Penalty: 3815.291992
	Iteration 14Q: 3 clusters Score -1.374587e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -13746741.000000 Penalty: 3815.291992
	Iteration 15Q: 3 clusters Score -1.374674e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -13747694.000000 Penalty: 3815.291992
	Iteration 16Q: 3 clusters Score -1.374769e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -13748921.000000 Penalty: 3815.291992
	Iteration 17Q: 3 clusters Score -1.374892e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -13750222.000000 Penalty: 3815.291992
	Iteration 18Q: 3 clusters Score -1.375022e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -13751606.000000 Penalty: 3815.291992
	Iteration 19Q: 3 clusters Score -1.375161e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -13753165.000000 Penalty: 3815.291992
	Iteration 20F: 3 clusters Score -1.375316e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -13754909.000000 Penalty: 3815.291992
	Iteration 21Q: 3 clusters Score -1.375491e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -13756580.000000 Penalty: 3815.291992
	Iteration 22Q: 3 clusters Score -1.375658e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -13758170.000000 Penalty: 3815.291992
	Iteration 23Q: 3 clusters Score -1.375817e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -13759307.000000 Penalty: 3815.291992
	Iteration 24Q: 3 clusters Score -1.375931e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -13760183.000000 Penalty: 3815.291992
	Iteration 25Q: 3 clusters Score -1.376018e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -13760834.000000 Penalty: 3815.291992
	Iteration 26Q: 3 clusters Score -1.376083e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -13761429.000000 Penalty: 3815.291992
	Iteration 27Q: 3 clusters Score -1.376143e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -13761833.000000 Penalty: 3815.291992
	Iteration 28Q: 3 clusters Score -1.376183e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -13762157.000000 Penalty: 3815.291992
	Iteration 29Q: 3 clusters Score -1.376216e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -13762420.000000 Penalty: 3815.291992
	Iteration 30Q: 3 clusters Score -1.376242e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -13762651.000000 Penalty: 3815.291992
	Iteration 31Q: 3 clusters Score -1.376265e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -13762793.000000 Penalty: 3815.291992
	Iteration 32Q: 3 clusters Score -1.376279e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -13762970.000000 Penalty: 3815.291992
	Iteration 33Q: 3 clusters Score -1.376297e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -13763057.000000 Penalty: 3815.291992
	Iteration 34Q: 3 clusters Score -1.376306e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -13763140.000000 Penalty: 3815.291992
	Iteration 35Q: 3 clusters Score -1.376314e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -13763249.000000 Penalty: 3815.291992
	Iteration 36Q: 3 clusters Score -1.376325e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -13763320.000000 Penalty: 3815.291992
	Iteration 37Q: 3 clusters Score -1.376332e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -13763372.000000 Penalty: 3815.291992
	Iteration 38Q: 3 clusters Score -1.376337e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118858 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -13763464.000000 Penalty: 3815.291992
	Iteration 39Q: 3 clusters Score -1.376346e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -13763500.000000 Penalty: 3815.291992
	Iteration 40F: 3 clusters Score -1.37635e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -13763568.000000 Penalty: 3815.291992
	Iteration 41Q: 3 clusters Score -1.376357e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -13763610.000000 Penalty: 3815.291992
	Iteration 42Q: 3 clusters Score -1.376361e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -13763731.000000 Penalty: 3815.291992
	Iteration 43Q: 3 clusters Score -1.376373e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -13763804.000000 Penalty: 3815.291992
	Iteration 44Q: 3 clusters Score -1.37638e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -13763866.000000 Penalty: 3815.291992
	Iteration 45Q: 3 clusters Score -1.376387e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120869 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -13763881.000000 Penalty: 3815.291992
	Iteration 46Q: 3 clusters Score -1.376388e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -13763903.000000 Penalty: 3815.291992
	Iteration 47Q: 3 clusters Score -1.37639e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -13763950.000000 Penalty: 3815.291992
	Iteration 48Q: 3 clusters Score -1.376395e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121472 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -13764020.000000 Penalty: 3815.291992
	Iteration 49Q: 3 clusters Score -1.376402e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -13764094.000000 Penalty: 3815.291992
	Iteration 50Q: 3 clusters Score -1.376409e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121798 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -13764101.000000 Penalty: 3815.291992
	Iteration 51Q: 3 clusters Score -1.37641e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121945 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -13764133.000000 Penalty: 3815.291992
	Iteration 52Q: 3 clusters Score -1.376413e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13764170.000000 Penalty: 3815.291992
	Iteration 53Q: 3 clusters Score -1.376417e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122241 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13764230.000000 Penalty: 3815.291992
	Iteration 54Q: 3 clusters Score -1.376423e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122349 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -13764256.000000 Penalty: 3815.291992
	Iteration 55Q: 3 clusters Score -1.376426e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13764237.000000 Penalty: 3815.291992
	Iteration 56Q: 3 clusters Score -1.376424e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13764239.000000 Penalty: 3815.291992
	Iteration 57Q: 3 clusters Score -1.376424e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -13764252.000000 Penalty: 3815.291992
	Iteration 58Q: 3 clusters Score -1.376425e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -13764258.000000 Penalty: 3815.291992
	Iteration 59Q: 3 clusters Score -1.376426e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -13764284.000000 Penalty: 3815.291992
	Iteration 60F: 3 clusters Score -1.376428e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122875 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13764289.000000 Penalty: 3815.291992
	Iteration 61Q: 3 clusters Score -1.376429e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122934 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -13764305.000000 Penalty: 3815.291992
	Iteration 62Q: 3 clusters Score -1.37643e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122994 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13764325.000000 Penalty: 3815.291992
	Iteration 63Q: 3 clusters Score -1.376432e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -13764332.000000 Penalty: 3815.291992
	Iteration 64Q: 3 clusters Score -1.376433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123096 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -13764364.000000 Penalty: 3815.291992
	Iteration 65Q: 3 clusters Score -1.376436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13764394.000000 Penalty: 3815.291992
	Iteration 66Q: 3 clusters Score -1.376439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13764412.000000 Penalty: 3815.291992
	Iteration 67Q: 3 clusters Score -1.376441e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -13764407.000000 Penalty: 3815.291992
	Iteration 68Q: 3 clusters Score -1.376441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13764421.000000 Penalty: 3815.291992
	Iteration 69Q: 3 clusters Score -1.376442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13764424.000000 Penalty: 3815.291992
	Iteration 70Q: 3 clusters Score -1.376442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -13764438.000000 Penalty: 3815.291992
	Iteration 71Q: 3 clusters Score -1.376444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13764433.000000 Penalty: 3815.291992
	Iteration 72Q: 3 clusters Score -1.376443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13764428.000000 Penalty: 3815.291992
	Iteration 73Q: 3 clusters Score -1.376443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -13764443.000000 Penalty: 3815.291992
	Iteration 74Q: 3 clusters Score -1.376444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -13764448.000000 Penalty: 3815.291992
	Iteration 75Q: 3 clusters Score -1.376445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13764432.000000 Penalty: 3815.291992
	Iteration 76Q: 3 clusters Score -1.376443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123362 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13764434.000000 Penalty: 3815.291992
	Iteration 77Q: 3 clusters Score -1.376443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123366 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13764428.000000 Penalty: 3815.291992
	Iteration 78Q: 3 clusters Score -1.376443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -13764427.000000 Penalty: 3815.291992
	Iteration 79Q: 3 clusters Score -1.376443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13764430.000000 Penalty: 3815.291992
	Iteration 80F: 3 clusters Score -1.376443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -20335.412109 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -20335.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19570.037109 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -19570.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19627.904297 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -19627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19637.042969 Penalty: 1706.988892
	Iteration 2Q: 3 clusters Score -19637.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19637.042969 Penalty: 1706.988892
	Iteration 3F: 3 clusters Score -19637.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 49812 members 
Mstep: Class 6 contains 126254 members 
Mstep: Class 7 contains 151831 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18153 members 
Mstep: Class 10 contains 46269 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 74084 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 29650 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36389 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 31176 members 
Mstep: Class 23 contains 125412 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860512.000000 Penalty: 49124.660156
Iteration 239Q: 23 clusters Score -9.886051e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 202144 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 49822 members 
Mstep: Class 6 contains 126197 members 
Mstep: Class 7 contains 151929 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 18129 members 
Mstep: Class 10 contains 46306 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 74094 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 29745 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36393 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31175 members 
Mstep: Class 23 contains 125439 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860576.000000 Penalty: 49124.660156
Iteration 240F: 23 clusters Score -9.886058e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201953 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 49843 members 
Mstep: Class 6 contains 126149 members 
Mstep: Class 7 contains 151994 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 18102 members 
Mstep: Class 10 contains 46345 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 74107 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 29851 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36403 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31163 members 
Mstep: Class 23 contains 125457 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860704.000000 Penalty: 49124.660156
Iteration 241Q: 23 clusters Score -9.88607e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201754 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 126118 members 
Mstep: Class 7 contains 152081 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 18072 members 
Mstep: Class 10 contains 46378 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 74118 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 29946 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36420 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31156 members 
Mstep: Class 23 contains 125483 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98860864.000000 Penalty: 49124.660156
Iteration 242Q: 23 clusters Score -9.886086e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201530 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 49863 members 
Mstep: Class 6 contains 126093 members 
Mstep: Class 7 contains 152165 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 18058 members 
Mstep: Class 10 contains 46413 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 12 contains 74132 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 30022 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36446 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31150 members 
Mstep: Class 23 contains 125510 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861056.000000 Penalty: 49124.660156
Iteration 243Q: 23 clusters Score -9.886106e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201391 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 126079 members 
Mstep: Class 7 contains 152186 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 18041 members 
Mstep: Class 10 contains 46431 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 74161 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 36459 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 23 contains 125532 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861160.000000 Penalty: 49124.660156
Iteration 244Q: 23 clusters Score -9.886116e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201258 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 49881 members 
Mstep: Class 6 contains 126054 members 
Mstep: Class 7 contains 152232 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 18016 members 
Mstep: Class 10 contains 46452 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 74184 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 30179 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36476 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31123 members 
Mstep: Class 23 contains 125555 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861184.000000 Penalty: 49124.660156
Iteration 245Q: 23 clusters Score -9.886118e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201138 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 49889 members 
Mstep: Class 6 contains 126035 members 
Mstep: Class 7 contains 152218 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 18002 members 
Mstep: Class 10 contains 46474 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 74216 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 30251 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36497 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31115 members 
Mstep: Class 23 contains 125578 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861280.000000 Penalty: 49124.660156
Iteration 246Q: 23 clusters Score -9.886128e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201023 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 49897 members 
Mstep: Class 6 contains 126009 members 
Mstep: Class 7 contains 152234 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 46491 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 74233 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 30317 members 
Mstep: Class 17 contains 1063 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 31116 members 
Mstep: Class 23 contains 125595 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861544.000000 Penalty: 49124.660156
Iteration 247Q: 23 clusters Score -9.886154e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200883 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 49903 members 
Mstep: Class 6 contains 125986 members 
Mstep: Class 7 contains 152245 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 17972 members 
Mstep: Class 10 contains 46510 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 12 contains 74270 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 30386 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 36536 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 23 contains 125617 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861800.000000 Penalty: 49124.660156
Iteration 248Q: 23 clusters Score -9.88618e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200736 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 49921 members 
Mstep: Class 6 contains 125967 members 
Mstep: Class 7 contains 152280 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 17953 members 
Mstep: Class 10 contains 46548 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 74285 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 30441 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36553 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 23 contains 125628 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861776.000000 Penalty: 49124.660156
Iteration 249Q: 23 clusters Score -9.886178e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 49923 members 
Mstep: Class 6 contains 125945 members 
Mstep: Class 7 contains 152358 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 17940 members 
Mstep: Class 10 contains 46597 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 74305 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 30496 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36558 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31105 members 
Mstep: Class 23 contains 125645 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861928.000000 Penalty: 49124.660156
Iteration 250Q: 23 clusters Score -9.886193e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200353 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49931 members 
Mstep: Class 6 contains 125916 members 
Mstep: Class 7 contains 152468 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 17942 members 
Mstep: Class 10 contains 46632 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 74326 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 30537 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36570 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31089 members 
Mstep: Class 23 contains 125652 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861984.000000 Penalty: 49124.660156
Iteration 251Q: 23 clusters Score -9.886198e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200175 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 49944 members 
Mstep: Class 6 contains 125889 members 
Mstep: Class 7 contains 152580 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 46667 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 74352 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 30572 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36570 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31075 members 
Mstep: Class 23 contains 125658 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861976.000000 Penalty: 49124.660156
Iteration 252Q: 23 clusters Score -9.886198e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200032 members 
Mstep: Class 2 contains 14001 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 49951 members 
Mstep: Class 6 contains 125880 members 
Mstep: Class 7 contains 152656 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 17898 members 
Mstep: Class 10 contains 46694 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 74370 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 30604 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36584 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31068 members 
Mstep: Class 23 contains 125663 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861976.000000 Penalty: 49124.660156
Iteration 253Q: 23 clusters Score -9.886198e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 199884 members 
Mstep: Class 2 contains 14003 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 49957 members 
Mstep: Class 6 contains 125869 members 
Mstep: Class 7 contains 152759 members 
Mstep: Class 8 contains 3607 members 
Mstep: Class 9 contains 17875 members 
Mstep: Class 10 contains 46720 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 74368 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 30638 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36596 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31065 members 
Mstep: Class 23 contains 125668 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98861896.000000 Penalty: 49124.660156
Iteration 254Q: 23 clusters Score -9.88619e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 199720 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 49961 members 
Mstep: Class 6 contains 125846 members 
Mstep: Class 7 contains 152878 members 
Mstep: Class 8 contains 3607 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 46740 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 74366 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 30671 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36601 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 31073 members 
Mstep: Class 23 contains 125672 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862248.000000 Penalty: 49124.660156
Iteration 255Q: 23 clusters Score -9.886225e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 199565 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 49964 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 153000 members 
Mstep: Class 8 contains 3607 members 
Mstep: Class 9 contains 17849 members 
Mstep: Class 10 contains 46760 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 74371 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 30706 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36605 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31073 members 
Mstep: Class 23 contains 125672 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862224.000000 Penalty: 49124.660156
Iteration 256Q: 23 clusters Score -9.886222e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 199376 members 
Mstep: Class 2 contains 14008 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 125817 members 
Mstep: Class 7 contains 153125 members 
Mstep: Class 8 contains 3607 members 
Mstep: Class 9 contains 17829 members 
Mstep: Class 10 contains 46778 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 74384 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 30742 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36611 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31068 members 
Mstep: Class 23 contains 125677 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862296.000000 Penalty: 49124.660156
Iteration 257Q: 23 clusters Score -9.88623e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 199153 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49988 members 
Mstep: Class 6 contains 125819 members 
Mstep: Class 7 contains 153276 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 17814 members 
Mstep: Class 10 contains 46794 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74388 members 
Mstep: Class 13 contains 2842 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 30766 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36619 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31061 members 
Mstep: Class 23 contains 125691 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862280.000000 Penalty: 49124.660156
Iteration 258Q: 23 clusters Score -9.886228e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 198929 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49984 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 153434 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 17805 members 
Mstep: Class 10 contains 46812 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74384 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 30794 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 36631 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31063 members 
Mstep: Class 23 contains 125702 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862312.000000 Penalty: 49124.660156
Iteration 259Q: 23 clusters Score -9.886231e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 198698 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49970 members 
Mstep: Class 6 contains 125829 members 
Mstep: Class 7 contains 153623 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 17786 members 
Mstep: Class 10 contains 46823 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 74384 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 30820 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 36647 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31068 members 
Mstep: Class 23 contains 125714 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862336.000000 Penalty: 49124.660156
Iteration 260F: 23 clusters Score -9.886234e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 198478 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49962 members 
Mstep: Class 6 contains 125838 members 
Mstep: Class 7 contains 153823 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 17765 members 
Mstep: Class 10 contains 46845 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74364 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 36649 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31069 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862360.000000 Penalty: 49124.660156
Iteration 261Q: 23 clusters Score -9.886236e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49956 members 
Mstep: Class 6 contains 125841 members 
Mstep: Class 7 contains 153997 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 46863 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74349 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 36662 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31071 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862456.000000 Penalty: 49124.660156
Iteration 262Q: 23 clusters Score -9.886246e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 198110 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49960 members 
Mstep: Class 6 contains 125850 members 
Mstep: Class 7 contains 154106 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 17733 members 
Mstep: Class 10 contains 46897 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 74341 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5442 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36676 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31072 members 
Mstep: Class 23 contains 125737 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862544.000000 Penalty: 49124.660156
Iteration 263Q: 23 clusters Score -9.886254e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 197944 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 125856 members 
Mstep: Class 7 contains 154229 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 17717 members 
Mstep: Class 10 contains 46914 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74319 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 30895 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36690 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31067 members 
Mstep: Class 23 contains 125749 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862488.000000 Penalty: 49124.660156
Iteration 264Q: 23 clusters Score -9.886249e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49980 members 
Mstep: Class 6 contains 125864 members 
Mstep: Class 7 contains 154374 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 46939 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74317 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 30913 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36702 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31067 members 
Mstep: Class 23 contains 125765 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862688.000000 Penalty: 49124.660156
Iteration 265Q: 23 clusters Score -9.886269e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 197514 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 49991 members 
Mstep: Class 6 contains 125877 members 
Mstep: Class 7 contains 154516 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 17674 members 
Mstep: Class 10 contains 46971 members 
Mstep: Class 11 contains 2513 members 
Mstep: Class 12 contains 74330 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 30926 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36712 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31074 members 
Mstep: Class 23 contains 125774 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862808.000000 Penalty: 49124.660156
Iteration 266Q: 23 clusters Score -9.886281e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 197325 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 49997 members 
Mstep: Class 6 contains 125888 members 
Mstep: Class 7 contains 154634 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 17646 members 
Mstep: Class 10 contains 46997 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74340 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5424 members 
Mstep: Class 16 contains 30946 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36727 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31073 members 
Mstep: Class 23 contains 125788 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862792.000000 Penalty: 49124.660156
Iteration 267Q: 23 clusters Score -9.886279e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 197145 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50006 members 
Mstep: Class 6 contains 125901 members 
Mstep: Class 7 contains 154733 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 17626 members 
Mstep: Class 10 contains 47028 members 
Mstep: Class 11 contains 2513 members 
Mstep: Class 12 contains 74347 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 30958 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36741 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 23 contains 125798 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862792.000000 Penalty: 49124.660156
Iteration 268Q: 23 clusters Score -9.886279e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196970 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50024 members 
Mstep: Class 6 contains 125914 members 
Mstep: Class 7 contains 154815 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 17608 members 
Mstep: Class 10 contains 47054 members 
Mstep: Class 11 contains 2513 members 
Mstep: Class 12 contains 74365 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 30969 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36746 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 23 contains 125807 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862704.000000 Penalty: 49124.660156
Iteration 269Q: 23 clusters Score -9.88627e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196791 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50030 members 
Mstep: Class 6 contains 125923 members 
Mstep: Class 7 contains 154890 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 17600 members 
Mstep: Class 10 contains 47088 members 
Mstep: Class 11 contains 2513 members 
Mstep: Class 12 contains 74379 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 30985 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36759 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 23 contains 125814 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862776.000000 Penalty: 49124.660156
Iteration 270Q: 23 clusters Score -9.886278e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196627 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50048 members 
Mstep: Class 6 contains 125933 members 
Mstep: Class 7 contains 154923 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 17592 members 
Mstep: Class 10 contains 47118 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 74402 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 31006 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36773 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 23 contains 125819 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862816.000000 Penalty: 49124.660156
Iteration 271Q: 23 clusters Score -9.886282e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196443 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50055 members 
Mstep: Class 6 contains 125944 members 
Mstep: Class 7 contains 154987 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 47145 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 74416 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 5424 members 
Mstep: Class 16 contains 31031 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36784 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31125 members 
Mstep: Class 23 contains 125830 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862848.000000 Penalty: 49124.660156
Iteration 272Q: 23 clusters Score -9.886285e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196255 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50061 members 
Mstep: Class 6 contains 125955 members 
Mstep: Class 7 contains 155047 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 17581 members 
Mstep: Class 10 contains 47180 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 74415 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 31060 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36795 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31153 members 
Mstep: Class 23 contains 125843 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862896.000000 Penalty: 49124.660156
Iteration 273Q: 23 clusters Score -9.88629e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196074 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50066 members 
Mstep: Class 6 contains 125965 members 
Mstep: Class 7 contains 155121 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 47219 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 74422 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 31078 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36798 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31178 members 
Mstep: Class 23 contains 125839 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862808.000000 Penalty: 49124.660156
Iteration 274Q: 23 clusters Score -9.886281e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195893 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50065 members 
Mstep: Class 6 contains 125982 members 
Mstep: Class 7 contains 155182 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 17586 members 
Mstep: Class 10 contains 47256 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 74431 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 31092 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36819 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31199 members 
Mstep: Class 23 contains 125845 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862848.000000 Penalty: 49124.660156
Iteration 275Q: 23 clusters Score -9.886285e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195719 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50069 members 
Mstep: Class 6 contains 125997 members 
Mstep: Class 7 contains 155238 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 17587 members 
Mstep: Class 10 contains 47287 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 74444 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5413 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36844 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 31222 members 
Mstep: Class 23 contains 125839 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862816.000000 Penalty: 49124.660156
Iteration 276Q: 23 clusters Score -9.886282e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195556 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50081 members 
Mstep: Class 6 contains 126010 members 
Mstep: Class 7 contains 155286 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 17590 members 
Mstep: Class 10 contains 47317 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 74453 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5413 members 
Mstep: Class 16 contains 31133 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36863 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 23 contains 125847 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862728.000000 Penalty: 49124.660156
Iteration 277Q: 23 clusters Score -9.886273e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195403 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50092 members 
Mstep: Class 6 contains 126030 members 
Mstep: Class 7 contains 155318 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 17594 members 
Mstep: Class 10 contains 47352 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 74457 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5413 members 
Mstep: Class 16 contains 31149 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36887 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31239 members 
Mstep: Class 23 contains 125851 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862872.000000 Penalty: 49124.660156
Iteration 278Q: 23 clusters Score -9.886287e+07 nChanged 576
Entering ConstructFrom: 
Score: -98862872.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (195248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195248 members 
Entering Unmasked Estep 
Score: -21010902.000000 Penalty: 1979.579224
	Iteration 0F: 2 clusters Score -2.10109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -20893566.000000 Penalty: 3959.158447
	Iteration 0F: 3 clusters Score -2.089357e+07 nChanged 94603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -20949258.000000 Penalty: 3959.158447
	Iteration 1F: 3 clusters Score -2.094926e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -20950268.000000 Penalty: 3959.158447
	Iteration 2Q: 3 clusters Score -2.095027e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -20951656.000000 Penalty: 3959.158447
	Iteration 3Q: 3 clusters Score -2.095166e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -20954260.000000 Penalty: 3959.158447
	Iteration 4Q: 3 clusters Score -2.095426e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123271 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -20959400.000000 Penalty: 3959.158447
	Iteration 5F: 3 clusters Score -2.09594e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136248 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -20968468.000000 Penalty: 3959.158447
	Iteration 6F: 3 clusters Score -2.096847e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -20982254.000000 Penalty: 3959.158447
	Iteration 7F: 3 clusters Score -2.098225e+07 nChanged 16712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -20994478.000000 Penalty: 3959.158447
	Iteration 8F: 3 clusters Score -2.099448e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -21001738.000000 Penalty: 3959.158447
	Iteration 9F: 3 clusters Score -2.100174e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188055 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -21005438.000000 Penalty: 3959.158447
	Iteration 10Q: 3 clusters Score -2.100544e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191289 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -21007390.000000 Penalty: 3959.158447
	Iteration 11Q: 3 clusters Score -2.100739e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21008296.000000 Penalty: 3959.158447
	Iteration 12Q: 3 clusters Score -2.10083e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21008706.000000 Penalty: 3959.158447
	Iteration 13Q: 3 clusters Score -2.100871e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193777 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21008968.000000 Penalty: 3959.158447
	Iteration 14Q: 3 clusters Score -2.100897e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193954 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21009148.000000 Penalty: 3959.158447
	Iteration 15Q: 3 clusters Score -2.100915e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194043 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21009162.000000 Penalty: 3959.158447
	Iteration 16Q: 3 clusters Score -2.100916e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194113 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -21009222.000000 Penalty: 3959.158447
	Iteration 17Q: 3 clusters Score -2.100922e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194148 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21009280.000000 Penalty: 3959.158447
	Iteration 18Q: 3 clusters Score -2.100928e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194154 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21009310.000000 Penalty: 3959.158447
	Iteration 19Q: 3 clusters Score -2.100931e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194170 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21009330.000000 Penalty: 3959.158447
	Iteration 20F: 3 clusters Score -2.100933e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194174 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21009360.000000 Penalty: 3959.158447
	Iteration 21Q: 3 clusters Score -2.100936e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194176 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21009348.000000 Penalty: 3959.158447
	Iteration 22Q: 3 clusters Score -2.100935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194180 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21009370.000000 Penalty: 3959.158447
	Iteration 23Q: 3 clusters Score -2.100937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194185 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21009398.000000 Penalty: 3959.158447
	Iteration 24Q: 3 clusters Score -2.10094e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194183 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21009418.000000 Penalty: 3959.158447
	Iteration 25Q: 3 clusters Score -2.100942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194177 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21009430.000000 Penalty: 3959.158447
	Iteration 26Q: 3 clusters Score -2.100943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194173 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21009448.000000 Penalty: 3959.158447
	Iteration 27Q: 3 clusters Score -2.100945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21009448.000000 Penalty: 3959.158447
	Iteration 28Q: 3 clusters Score -2.100945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194165 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21009462.000000 Penalty: 3959.158447
	Iteration 29Q: 3 clusters Score -2.100946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194154 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21009498.000000 Penalty: 3959.158447
	Iteration 30Q: 3 clusters Score -2.10095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194151 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21009486.000000 Penalty: 3959.158447
	Iteration 31Q: 3 clusters Score -2.100949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194148 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21009482.000000 Penalty: 3959.158447
	Iteration 32Q: 3 clusters Score -2.100948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194145 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21009478.000000 Penalty: 3959.158447
	Iteration 33Q: 3 clusters Score -2.100948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194144 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21009480.000000 Penalty: 3959.158447
	Iteration 34Q: 3 clusters Score -2.100948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194140 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21009492.000000 Penalty: 3959.158447
	Iteration 35Q: 3 clusters Score -2.100949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194134 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21009492.000000 Penalty: 3959.158447
	Iteration 36Q: 3 clusters Score -2.100949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194136 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21009492.000000 Penalty: 3959.158447
	Iteration 37Q: 3 clusters Score -2.100949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194138 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21009490.000000 Penalty: 3959.158447
	Iteration 38Q: 3 clusters Score -2.100949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21009488.000000 Penalty: 3959.158447
	Iteration 39Q: 3 clusters Score -2.100949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194131 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21009502.000000 Penalty: 3959.158447
	Iteration 40F: 3 clusters Score -2.10095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194130 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21009506.000000 Penalty: 3959.158447
	Iteration 41Q: 3 clusters Score -2.100951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194124 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21009500.000000 Penalty: 3959.158447
	Iteration 42Q: 3 clusters Score -2.10095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194114 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21009500.000000 Penalty: 3959.158447
	Iteration 43Q: 3 clusters Score -2.10095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194103 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -21009502.000000 Penalty: 3959.158447
	Iteration 44Q: 3 clusters Score -2.10095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194094 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21009508.000000 Penalty: 3959.158447
	Iteration 45Q: 3 clusters Score -2.100951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194090 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21009522.000000 Penalty: 3959.158447
	Iteration 46Q: 3 clusters Score -2.100952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194085 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21009516.000000 Penalty: 3959.158447
	Iteration 47Q: 3 clusters Score -2.100952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194078 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21009524.000000 Penalty: 3959.158447
	Iteration 48Q: 3 clusters Score -2.100952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194076 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21009522.000000 Penalty: 3959.158447
	Iteration 49Q: 3 clusters Score -2.100952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194076 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21009528.000000 Penalty: 3959.158447
	Iteration 50Q: 3 clusters Score -2.100953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194074 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21009544.000000 Penalty: 3959.158447
	Iteration 51Q: 3 clusters Score -2.100954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194072 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21009538.000000 Penalty: 3959.158447
	Iteration 52Q: 3 clusters Score -2.100954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21009528.000000 Penalty: 3959.158447
	Iteration 53Q: 3 clusters Score -2.100953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194065 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21009542.000000 Penalty: 3959.158447
	Iteration 54Q: 3 clusters Score -2.100954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21009538.000000 Penalty: 3959.158447
	Iteration 55Q: 3 clusters Score -2.100954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21009538.000000 Penalty: 3959.158447
	Iteration 56Q: 3 clusters Score -2.100954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21009540.000000 Penalty: 3959.158447
	Iteration 57Q: 3 clusters Score -2.100954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21009540.000000 Penalty: 3959.158447
	Iteration 58F: 3 clusters Score -2.100954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Entering Unmasked Estep 
Score: -1553761.000000 Penalty: 1551.623779
	Iteration 0F: 2 clusters Score -1553761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1544032.625000 Penalty: 3103.247559
	Iteration 0F: 3 clusters Score -1544033 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1547375.125000 Penalty: 3103.247559
	Iteration 1F: 3 clusters Score -1547375 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1547599.375000 Penalty: 3103.247559
	Iteration 2Q: 3 clusters Score -1547599 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1547749.250000 Penalty: 3103.247559
	Iteration 3Q: 3 clusters Score -1547749 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1547854.375000 Penalty: 3103.247559
	Iteration 4Q: 3 clusters Score -1547854 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1547937.250000 Penalty: 3103.247559
	Iteration 5Q: 3 clusters Score -1547937 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1547999.250000 Penalty: 3103.247559
	Iteration 6Q: 3 clusters Score -1547999 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1548052.000000 Penalty: 3103.247559
	Iteration 7Q: 3 clusters Score -1548052 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1548108.125000 Penalty: 3103.247559
	Iteration 8Q: 3 clusters Score -1548108 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1548175.625000 Penalty: 3103.247559
	Iteration 9Q: 3 clusters Score -1548176 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1548257.125000 Penalty: 3103.247559
	Iteration 10Q: 3 clusters Score -1548257 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1548347.750000 Penalty: 3103.247559
	Iteration 11Q: 3 clusters Score -1548348 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1548442.000000 Penalty: 3103.247559
	Iteration 12Q: 3 clusters Score -1548442 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1548581.125000 Penalty: 3103.247559
	Iteration 13Q: 3 clusters Score -1548581 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1548795.625000 Penalty: 3103.247559
	Iteration 14Q: 3 clusters Score -1548796 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1549098.250000 Penalty: 3103.247559
	Iteration 15Q: 3 clusters Score -1549098 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1549511.250000 Penalty: 3103.247559
	Iteration 16Q: 3 clusters Score -1549511 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1550075.375000 Penalty: 3103.247559
	Iteration 17F: 3 clusters Score -1550075 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1550653.875000 Penalty: 3103.247559
	Iteration 18F: 3 clusters Score -1550654 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1551207.750000 Penalty: 3103.247559
	Iteration 19Q: 3 clusters Score -1551208 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1551641.250000 Penalty: 3103.247559
	Iteration 20F: 3 clusters Score -1551641 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1551935.125000 Penalty: 3103.247559
	Iteration 21Q: 3 clusters Score -1551935 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1552138.625000 Penalty: 3103.247559
	Iteration 22Q: 3 clusters Score -1552139 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1552280.125000 Penalty: 3103.247559
	Iteration 23Q: 3 clusters Score -1552280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1552364.375000 Penalty: 3103.247559
	Iteration 24Q: 3 clusters Score -1552364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1552432.375000 Penalty: 3103.247559
	Iteration 25Q: 3 clusters Score -1552432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1552468.625000 Penalty: 3103.247559
	Iteration 26Q: 3 clusters Score -1552469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1552500.750000 Penalty: 3103.247559
	Iteration 27Q: 3 clusters Score -1552501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1552518.000000 Penalty: 3103.247559
	Iteration 28Q: 3 clusters Score -1552518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1552527.375000 Penalty: 3103.247559
	Iteration 29Q: 3 clusters Score -1552527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1552528.125000 Penalty: 3103.247559
	Iteration 30Q: 3 clusters Score -1552528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1552533.000000 Penalty: 3103.247559
	Iteration 31Q: 3 clusters Score -1552533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1552536.875000 Penalty: 3103.247559
	Iteration 32Q: 3 clusters Score -1552537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1552542.625000 Penalty: 3103.247559
	Iteration 33Q: 3 clusters Score -1552543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1552543.625000 Penalty: 3103.247559
	Iteration 34Q: 3 clusters Score -1552544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1552545.250000 Penalty: 3103.247559
	Iteration 35Q: 3 clusters Score -1552545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1552547.875000 Penalty: 3103.247559
	Iteration 36Q: 3 clusters Score -1552548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1552549.625000 Penalty: 3103.247559
	Iteration 37Q: 3 clusters Score -1552550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1552549.500000 Penalty: 3103.247559
	Iteration 38Q: 3 clusters Score -1552550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1552549.500000 Penalty: 3103.247559
	Iteration 39F: 3 clusters Score -1552550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -328147.062500 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -328147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -325420.406250 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -325420.4 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -326096.375000 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -326096.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -326250.406250 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -326250.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -326357.250000 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -326357.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -326457.218750 Penalty: 2604.766602
	Iteration 4Q: 3 clusters Score -326457.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -326590.093750 Penalty: 2604.766602
	Iteration 5Q: 3 clusters Score -326590.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -326719.843750 Penalty: 2604.766602
	Iteration 6Q: 3 clusters Score -326719.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -326816.625000 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -326816.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -326879.187500 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -326879.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -326944.156250 Penalty: 2604.766602
	Iteration 9Q: 3 clusters Score -326944.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -326991.843750 Penalty: 2604.766602
	Iteration 10Q: 3 clusters Score -326991.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -327034.062500 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -327034.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -327072.593750 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -327072.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -327105.281250 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -327105.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -327146.531250 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -327146.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -327184.031250 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -327184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -327215.312500 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -327215.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -327244.500000 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -327244.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -327260.093750 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -327260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -327274.031250 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -327274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -327285.625000 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -327285.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -327295.625000 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -327295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -327302.625000 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -327302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -327307.750000 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -327307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -327309.937500 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -327309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -327312.812500 Penalty: 2604.766602
	Iteration 25Q: 3 clusters Score -327312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -327315.218750 Penalty: 2604.766602
	Iteration 26Q: 3 clusters Score -327315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -327322.593750 Penalty: 2604.766602
	Iteration 27Q: 3 clusters Score -327322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -327333.437500 Penalty: 2604.766602
	Iteration 28Q: 3 clusters Score -327333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -327342.656250 Penalty: 2604.766602
	Iteration 29Q: 3 clusters Score -327342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -327351.593750 Penalty: 2604.766602
	Iteration 30Q: 3 clusters Score -327351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -327358.500000 Penalty: 2604.766602
	Iteration 31Q: 3 clusters Score -327358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -327366.750000 Penalty: 2604.766602
	Iteration 32Q: 3 clusters Score -327366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -327373.531250 Penalty: 2604.766602
	Iteration 33Q: 3 clusters Score -327373.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -327383.156250 Penalty: 2604.766602
	Iteration 34Q: 3 clusters Score -327383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -327386.781250 Penalty: 2604.766602
	Iteration 35Q: 3 clusters Score -327386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -327387.187500 Penalty: 2604.766602
	Iteration 36Q: 3 clusters Score -327387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -327387.281250 Penalty: 2604.766602
	Iteration 37Q: 3 clusters Score -327387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -327387.281250 Penalty: 2604.766602
	Iteration 38F: 3 clusters Score -327387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -258978.531250 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -258978.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -256638.625000 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -256638.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -257152.453125 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -257152.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257273.687500 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -257273.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -257336.921875 Penalty: 2525.733887
	Iteration 3Q: 3 clusters Score -257336.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257373.937500 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -257373.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257410.187500 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -257410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -257427.515625 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -257427.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257448.843750 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -257448.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257466.812500 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -257466.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257477.062500 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -257477.1 nChanged 17
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: -257483.140625 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -257483.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -257488.265625 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -257488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -257493.562500 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -257493.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257498.171875 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -257498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257500.875000 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -257500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257502.578125 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -257502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -257504.609375 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -257504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -257505.484375 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -257505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257505.781250 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -257505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257507.390625 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -257507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -257509.406250 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -257509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -257511.937500 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -257511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -257515.640625 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -257515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257516.859375 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -257516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257518.390625 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -257518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257520.484375 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -257520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -257521.468750 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -257521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257522.453125 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -257522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -257522.578125 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -257522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257523.140625 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -257523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -257523.281250 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -257523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257523.765625 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -257523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257524.031250 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -257524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257524.640625 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -257524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -257525.171875 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -257525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -257526.265625 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -257526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -257527.265625 Penalty: 2525.733887
	Iteration 36Q: 3 clusters Score -257527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -257527.875000 Penalty: 2525.733887
	Iteration 37Q: 3 clusters Score -257527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -257529.328125 Penalty: 2525.733887
	Iteration 38Q: 3 clusters Score -257529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -257529.562500 Penalty: 2525.733887
	Iteration 39Q: 3 clusters Score -257529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -257530.000000 Penalty: 2525.733887
	Iteration 40F: 3 clusters Score -257530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -257530.968750 Penalty: 2525.733887
	Iteration 41Q: 3 clusters Score -257531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -257531.250000 Penalty: 2525.733887
	Iteration 42Q: 3 clusters Score -257531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -257532.312500 Penalty: 2525.733887
	Iteration 43Q: 3 clusters Score -257532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -257532.515625 Penalty: 2525.733887
	Iteration 44Q: 3 clusters Score -257532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -257533.625000 Penalty: 2525.733887
	Iteration 45Q: 3 clusters Score -257533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -257533.656250 Penalty: 2525.733887
	Iteration 46Q: 3 clusters Score -257533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -257533.656250 Penalty: 2525.733887
	Iteration 47F: 3 clusters Score -257533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Entering Unmasked Estep 
Score: -5510420.000000 Penalty: 1758.545166
	Iteration 0F: 2 clusters Score -5510420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5476776.000000 Penalty: 3517.090332
	Iteration 0F: 3 clusters Score -5476776 nChanged 23681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -5490461.000000 Penalty: 3517.090332
	Iteration 1F: 3 clusters Score -5490461 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5490931.000000 Penalty: 3517.090332
	Iteration 2Q: 3 clusters Score -5490931 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5491522.000000 Penalty: 3517.090332
	Iteration 3Q: 3 clusters Score -5491522 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5492320.500000 Penalty: 3517.090332
	Iteration 4Q: 3 clusters Score -5492320 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5493644.500000 Penalty: 3517.090332
	Iteration 5F: 3 clusters Score -5493644 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -5495967.000000 Penalty: 3517.090332
	Iteration 6F: 3 clusters Score -5495967 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5499296.500000 Penalty: 3517.090332
	Iteration 7F: 3 clusters Score -5499296 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5503129.500000 Penalty: 3517.090332
	Iteration 8F: 3 clusters Score -5503130 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5506160.500000 Penalty: 3517.090332
	Iteration 9F: 3 clusters Score -5506160 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5507836.000000 Penalty: 3517.090332
	Iteration 10Q: 3 clusters Score -5507836 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5508470.500000 Penalty: 3517.090332
	Iteration 11Q: 3 clusters Score -5508470 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5508672.000000 Penalty: 3517.090332
	Iteration 12Q: 3 clusters Score -5508672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5508760.000000 Penalty: 3517.090332
	Iteration 13Q: 3 clusters Score -5508760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5508817.500000 Penalty: 3517.090332
	Iteration 14Q: 3 clusters Score -5508818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5508846.000000 Penalty: 3517.090332
	Iteration 15Q: 3 clusters Score -5508846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5508870.000000 Penalty: 3517.090332
	Iteration 16Q: 3 clusters Score -5508870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5508878.500000 Penalty: 3517.090332
	Iteration 17Q: 3 clusters Score -5508878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5508886.500000 Penalty: 3517.090332
	Iteration 18Q: 3 clusters Score -5508886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5508890.500000 Penalty: 3517.090332
	Iteration 19Q: 3 clusters Score -5508890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5508895.000000 Penalty: 3517.090332
	Iteration 20F: 3 clusters Score -5508895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5508893.000000 Penalty: 3517.090332
	Iteration 21Q: 3 clusters Score -5508893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5508893.000000 Penalty: 3517.090332
	Iteration 22F: 3 clusters Score -5508893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Entering Unmasked Estep 
Score: -13797089.000000 Penalty: 1908.461426
	Iteration 0F: 2 clusters Score -1.379709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -13712725.000000 Penalty: 3816.922852
	Iteration 0F: 3 clusters Score -1.371272e+07 nChanged 60821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -13748814.000000 Penalty: 3816.922852
	Iteration 1F: 3 clusters Score -1.374881e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -13750067.000000 Penalty: 3816.922852
	Iteration 2Q: 3 clusters Score -1.375007e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -13752115.000000 Penalty: 3816.922852
	Iteration 3Q: 3 clusters Score -1.375212e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -13755993.000000 Penalty: 3816.922852
	Iteration 4F: 3 clusters Score -1.375599e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -13762267.000000 Penalty: 3816.922852
	Iteration 5F: 3 clusters Score -1.376227e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -13771707.000000 Penalty: 3816.922852
	Iteration 6F: 3 clusters Score -1.377171e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112032 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -13782068.000000 Penalty: 3816.922852
	Iteration 7F: 3 clusters Score -1.378207e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -13789719.000000 Penalty: 3816.922852
	Iteration 8F: 3 clusters Score -1.378972e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123622 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -13793514.000000 Penalty: 3816.922852
	Iteration 9Q: 3 clusters Score -1.379351e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125049 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13794835.000000 Penalty: 3816.922852
	Iteration 10Q: 3 clusters Score -1.379484e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13795171.000000 Penalty: 3816.922852
	Iteration 11Q: 3 clusters Score -1.379517e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13795374.000000 Penalty: 3816.922852
	Iteration 12Q: 3 clusters Score -1.379537e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13795458.000000 Penalty: 3816.922852
	Iteration 13Q: 3 clusters Score -1.379546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125770 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13795484.000000 Penalty: 3816.922852
	Iteration 14Q: 3 clusters Score -1.379548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13795495.000000 Penalty: 3816.922852
	Iteration 15Q: 3 clusters Score -1.37955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13795516.000000 Penalty: 3816.922852
	Iteration 16Q: 3 clusters Score -1.379552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13795516.000000 Penalty: 3816.922852
	Iteration 17Q: 3 clusters Score -1.379552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13795516.000000 Penalty: 3816.922852
	Iteration 18Q: 3 clusters Score -1.379552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13795529.000000 Penalty: 3816.922852
	Iteration 19Q: 3 clusters Score -1.379553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13795536.000000 Penalty: 3816.922852
	Iteration 20F: 3 clusters Score -1.379554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125797 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13795537.000000 Penalty: 3816.922852
	Iteration 21Q: 3 clusters Score -1.379554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13795536.000000 Penalty: 3816.922852
	Iteration 22Q: 3 clusters Score -1.379554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13795538.000000 Penalty: 3816.922852
	Iteration 23Q: 3 clusters Score -1.379554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125799 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13795540.000000 Penalty: 3816.922852
	Iteration 24Q: 3 clusters Score -1.379554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13795548.000000 Penalty: 3816.922852
	Iteration 25Q: 3 clusters Score -1.379555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13795548.000000 Penalty: 3816.922852
	Iteration 26F: 3 clusters Score -1.379555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Entering Unmasked Estep 
Score: -16828030.000000 Penalty: 1942.427124
	Iteration 0F: 2 clusters Score -1.682803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -16725571.000000 Penalty: 3884.854248
	Iteration 0F: 3 clusters Score -1.672557e+07 nChanged 75019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -16772297.000000 Penalty: 3884.854248
	Iteration 1F: 3 clusters Score -1.67723e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -16776194.000000 Penalty: 3884.854248
	Iteration 2Q: 3 clusters Score -1.677619e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -16781940.000000 Penalty: 3884.854248
	Iteration 3F: 3 clusters Score -1.678194e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -16789112.000000 Penalty: 3884.854248
	Iteration 4F: 3 clusters Score -1.678911e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -16796774.000000 Penalty: 3884.854248
	Iteration 5F: 3 clusters Score -1.679677e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -16804044.000000 Penalty: 3884.854248
	Iteration 6F: 3 clusters Score -1.680404e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -16810394.000000 Penalty: 3884.854248
	Iteration 7F: 3 clusters Score -1.681039e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 116513 members 
Entering Unmasked Estep 
Score: -16814896.000000 Penalty: 3884.854248
	Iteration 8Q: 3 clusters Score -1.68149e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -16817244.000000 Penalty: 3884.854248
	Iteration 9Q: 3 clusters Score -1.681724e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -16818502.000000 Penalty: 3884.854248
	Iteration 10Q: 3 clusters Score -1.68185e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -16819354.000000 Penalty: 3884.854248
	Iteration 11Q: 3 clusters Score -1.681935e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 124371 members 
Entering Unmasked Estep 
Score: -16820048.000000 Penalty: 3884.854248
	Iteration 12Q: 3 clusters Score -1.682005e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -16820644.000000 Penalty: 3884.854248
	Iteration 13Q: 3 clusters Score -1.682064e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 127558 members 
Entering Unmasked Estep 
Score: -16821212.000000 Penalty: 3884.854248
	Iteration 14Q: 3 clusters Score -1.682121e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -16821668.000000 Penalty: 3884.854248
	Iteration 15Q: 3 clusters Score -1.682167e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -16822212.000000 Penalty: 3884.854248
	Iteration 16Q: 3 clusters Score -1.682221e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -16822586.000000 Penalty: 3884.854248
	Iteration 17Q: 3 clusters Score -1.682259e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 133072 members 
Entering Unmasked Estep 
Score: -16823044.000000 Penalty: 3884.854248
	Iteration 18Q: 3 clusters Score -1.682304e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -16823386.000000 Penalty: 3884.854248
	Iteration 19Q: 3 clusters Score -1.682339e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
Score: -16823832.000000 Penalty: 3884.854248
	Iteration 20F: 3 clusters Score -1.682383e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 136684 members 
Entering Unmasked Estep 
Score: -16824144.000000 Penalty: 3884.854248
	Iteration 21Q: 3 clusters Score -1.682414e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -16824398.000000 Penalty: 3884.854248
	Iteration 22Q: 3 clusters Score -1.68244e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -16824566.000000 Penalty: 3884.854248
	Iteration 23Q: 3 clusters Score -1.682457e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -16824792.000000 Penalty: 3884.854248
	Iteration 24Q: 3 clusters Score -1.682479e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 140648 members 
Entering Unmasked Estep 
Score: -16825028.000000 Penalty: 3884.854248
	Iteration 25Q: 3 clusters Score -1.682503e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -16825256.000000 Penalty: 3884.854248
	Iteration 26Q: 3 clusters Score -1.682526e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -16825422.000000 Penalty: 3884.854248
	Iteration 27Q: 3 clusters Score -1.682542e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -16825504.000000 Penalty: 3884.854248
	Iteration 28Q: 3 clusters Score -1.68255e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -16825570.000000 Penalty: 3884.854248
	Iteration 29Q: 3 clusters Score -1.682557e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -16825650.000000 Penalty: 3884.854248
	Iteration 30Q: 3 clusters Score -1.682565e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -16825756.000000 Penalty: 3884.854248
	Iteration 31Q: 3 clusters Score -1.682576e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 145688 members 
Entering Unmasked Estep 
Score: -16825804.000000 Penalty: 3884.854248
	Iteration 32Q: 3 clusters Score -1.68258e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
Score: -16825870.000000 Penalty: 3884.854248
	Iteration 33Q: 3 clusters Score -1.682587e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -16825930.000000 Penalty: 3884.854248
	Iteration 34Q: 3 clusters Score -1.682593e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -16826062.000000 Penalty: 3884.854248
	Iteration 35Q: 3 clusters Score -1.682606e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -16826128.000000 Penalty: 3884.854248
	Iteration 36Q: 3 clusters Score -1.682613e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -16826198.000000 Penalty: 3884.854248
	Iteration 37Q: 3 clusters Score -1.68262e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 148520 members 
Entering Unmasked Estep 
Score: -16826250.000000 Penalty: 3884.854248
	Iteration 38Q: 3 clusters Score -1.682625e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 148893 members 
Entering Unmasked Estep 
Score: -16826330.000000 Penalty: 3884.854248
	Iteration 39Q: 3 clusters Score -1.682633e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 149231 members 
Entering Unmasked Estep 
Score: -16826400.000000 Penalty: 3884.854248
	Iteration 40F: 3 clusters Score -1.68264e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -16826428.000000 Penalty: 3884.854248
	Iteration 41Q: 3 clusters Score -1.682643e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
Score: -16826468.000000 Penalty: 3884.854248
	Iteration 42Q: 3 clusters Score -1.682647e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -16826534.000000 Penalty: 3884.854248
	Iteration 43Q: 3 clusters Score -1.682653e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -16826494.000000 Penalty: 3884.854248
	Iteration 44Q: 3 clusters Score -1.682649e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 150528 members 
Entering Unmasked Estep 
Score: -16826548.000000 Penalty: 3884.854248
	Iteration 45Q: 3 clusters Score -1.682655e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 150714 members 
Entering Unmasked Estep 
Score: -16826622.000000 Penalty: 3884.854248
	Iteration 46Q: 3 clusters Score -1.682662e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -16826650.000000 Penalty: 3884.854248
	Iteration 47Q: 3 clusters Score -1.682665e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -16826668.000000 Penalty: 3884.854248
	Iteration 48Q: 3 clusters Score -1.682667e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -16826674.000000 Penalty: 3884.854248
	Iteration 49Q: 3 clusters Score -1.682667e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -16826688.000000 Penalty: 3884.854248
	Iteration 50Q: 3 clusters Score -1.682669e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -16826698.000000 Penalty: 3884.854248
	Iteration 51Q: 3 clusters Score -1.68267e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -16826670.000000 Penalty: 3884.854248
	Iteration 52Q: 3 clusters Score -1.682667e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -16826700.000000 Penalty: 3884.854248
	Iteration 53Q: 3 clusters Score -1.68267e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -16826714.000000 Penalty: 3884.854248
	Iteration 54Q: 3 clusters Score -1.682671e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -16826728.000000 Penalty: 3884.854248
	Iteration 55Q: 3 clusters Score -1.682673e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -16826736.000000 Penalty: 3884.854248
	Iteration 56Q: 3 clusters Score -1.682674e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -16826746.000000 Penalty: 3884.854248
	Iteration 57Q: 3 clusters Score -1.682675e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -16826768.000000 Penalty: 3884.854248
	Iteration 58Q: 3 clusters Score -1.682677e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -16826752.000000 Penalty: 3884.854248
	Iteration 59Q: 3 clusters Score -1.682675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -16826764.000000 Penalty: 3884.854248
	Iteration 60F: 3 clusters Score -1.682676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -16826766.000000 Penalty: 3884.854248
	Iteration 61Q: 3 clusters Score -1.682677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 152305 members 
Entering Unmasked Estep 
Score: -16826770.000000 Penalty: 3884.854248
	Iteration 62Q: 3 clusters Score -1.682677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -16826774.000000 Penalty: 3884.854248
	Iteration 63Q: 3 clusters Score -1.682677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -16826806.000000 Penalty: 3884.854248
	Iteration 64Q: 3 clusters Score -1.682681e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 152418 members 
Entering Unmasked Estep 
Score: -16826790.000000 Penalty: 3884.854248
	Iteration 65Q: 3 clusters Score -1.682679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -16826794.000000 Penalty: 3884.854248
	Iteration 66Q: 3 clusters Score -1.682679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -16826784.000000 Penalty: 3884.854248
	Iteration 67Q: 3 clusters Score -1.682678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -16826788.000000 Penalty: 3884.854248
	Iteration 68Q: 3 clusters Score -1.682679e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -16826776.000000 Penalty: 3884.854248
	Iteration 69Q: 3 clusters Score -1.682678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 152563 members 
Entering Unmasked Estep 
Score: -16826784.000000 Penalty: 3884.854248
	Iteration 70Q: 3 clusters Score -1.682678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -16826786.000000 Penalty: 3884.854248
	Iteration 71Q: 3 clusters Score -1.682679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -16826784.000000 Penalty: 3884.854248
	Iteration 72Q: 3 clusters Score -1.682678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -16826786.000000 Penalty: 3884.854248
	Iteration 73Q: 3 clusters Score -1.682679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 152670 members 
Entering Unmasked Estep 
Score: -16826794.000000 Penalty: 3884.854248
	Iteration 74Q: 3 clusters Score -1.682679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 152691 members 
Entering Unmasked Estep 
Score: -16826802.000000 Penalty: 3884.854248
	Iteration 75Q: 3 clusters Score -1.68268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -16826804.000000 Penalty: 3884.854248
	Iteration 76Q: 3 clusters Score -1.68268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -16826796.000000 Penalty: 3884.854248
	Iteration 77Q: 3 clusters Score -1.68268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 152751 members 
Entering Unmasked Estep 
Score: -16826796.000000 Penalty: 3884.854248
	Iteration 78Q: 3 clusters Score -1.68268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -16826802.000000 Penalty: 3884.854248
	Iteration 79Q: 3 clusters Score -1.68268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -16826810.000000 Penalty: 3884.854248
	Iteration 80F: 3 clusters Score -1.682681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 152813 members 
Entering Unmasked Estep 
Score: -16826820.000000 Penalty: 3884.854248
	Iteration 81Q: 3 clusters Score -1.682682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 152833 members 
Entering Unmasked Estep 
Score: -16826816.000000 Penalty: 3884.854248
	Iteration 82Q: 3 clusters Score -1.682682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -16826814.000000 Penalty: 3884.854248
	Iteration 83Q: 3 clusters Score -1.682681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 152867 members 
Entering Unmasked Estep 
Score: -16826830.000000 Penalty: 3884.854248
	Iteration 84Q: 3 clusters Score -1.682683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 152882 members 
Entering Unmasked Estep 
Score: -16826822.000000 Penalty: 3884.854248
	Iteration 85Q: 3 clusters Score -1.682682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 152896 members 
Entering Unmasked Estep 
Score: -16826812.000000 Penalty: 3884.854248
	Iteration 86Q: 3 clusters Score -1.682681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -16826820.000000 Penalty: 3884.854248
	Iteration 87Q: 3 clusters Score -1.682682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -16826820.000000 Penalty: 3884.854248
	Iteration 88Q: 3 clusters Score -1.682682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -16826838.000000 Penalty: 3884.854248
	Iteration 89Q: 3 clusters Score -1.682684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 152946 members 
Entering Unmasked Estep 
Score: -16826854.000000 Penalty: 3884.854248
	Iteration 90Q: 3 clusters Score -1.682685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -16826846.000000 Penalty: 3884.854248
	Iteration 91Q: 3 clusters Score -1.682685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -16826834.000000 Penalty: 3884.854248
	Iteration 92Q: 3 clusters Score -1.682683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -16826842.000000 Penalty: 3884.854248
	Iteration 93Q: 3 clusters Score -1.682684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3884.854248
	Iteration 94Q: 3 clusters Score -1.682685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 152995 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3884.854248
	Iteration 95Q: 3 clusters Score -1.682685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -16826846.000000 Penalty: 3884.854248
	Iteration 96Q: 3 clusters Score -1.682685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3884.854248
	Iteration 97Q: 3 clusters Score -1.682685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 153011 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3884.854248
	Iteration 98Q: 3 clusters Score -1.682685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -16826846.000000 Penalty: 3884.854248
	Iteration 99Q: 3 clusters Score -1.682685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3884.854248
	Iteration 100F: 3 clusters Score -1.682685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -16826852.000000 Penalty: 3884.854248
	Iteration 101Q: 3 clusters Score -1.682685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 153035 members 
Entering Unmasked Estep 
Score: -16826848.000000 Penalty: 3884.854248
	Iteration 102Q: 3 clusters Score -1.682685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 153045 members 
Entering Unmasked Estep 
Score: -16826844.000000 Penalty: 3884.854248
	Iteration 103Q: 3 clusters Score -1.682684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -16826846.000000 Penalty: 3884.854248
	Iteration 104Q: 3 clusters Score -1.682685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 153060 members 
Entering Unmasked Estep 
Score: -16826842.000000 Penalty: 3884.854248
	Iteration 105Q: 3 clusters Score -1.682684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 153071 members 
Entering Unmasked Estep 
Score: -16826826.000000 Penalty: 3884.854248
	Iteration 106Q: 3 clusters Score -1.682683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 153075 members 
Entering Unmasked Estep 
Score: -16826836.000000 Penalty: 3884.854248
	Iteration 107Q: 3 clusters Score -1.682684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 153080 members 
Entering Unmasked Estep 
Score: -16826824.000000 Penalty: 3884.854248
	Iteration 108Q: 3 clusters Score -1.682682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 153086 members 
Entering Unmasked Estep 
Score: -16826828.000000 Penalty: 3884.854248
	Iteration 109Q: 3 clusters Score -1.682683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -16826826.000000 Penalty: 3884.854248
	Iteration 110Q: 3 clusters Score -1.682683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -16826838.000000 Penalty: 3884.854248
	Iteration 111Q: 3 clusters Score -1.682684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 153098 members 
Entering Unmasked Estep 
Score: -16826838.000000 Penalty: 3884.854248
	Iteration 112Q: 3 clusters Score -1.682684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 153102 members 
Entering Unmasked Estep 
Score: -16826852.000000 Penalty: 3884.854248
	Iteration 113Q: 3 clusters Score -1.682685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 153105 members 
Entering Unmasked Estep 
Score: -16826842.000000 Penalty: 3884.854248
	Iteration 114Q: 3 clusters Score -1.682684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -16826836.000000 Penalty: 3884.854248
	Iteration 115Q: 3 clusters Score -1.682684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -16826832.000000 Penalty: 3884.854248
	Iteration 116Q: 3 clusters Score -1.682683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -16826832.000000 Penalty: 3884.854248
	Iteration 117F: 3 clusters Score -1.682683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -387905.031250 Penalty: 1330.028809
	Iteration 0F: 2 clusters Score -387905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -384813.937500 Penalty: 2660.057617
	Iteration 0F: 3 clusters Score -384813.9 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -385564.281250 Penalty: 2660.057617
	Iteration 1F: 3 clusters Score -385564.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -385735.062500 Penalty: 2660.057617
	Iteration 2F: 3 clusters Score -385735.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -385855.968750 Penalty: 2660.057617
	Iteration 3F: 3 clusters Score -385856 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -385961.093750 Penalty: 2660.057617
	Iteration 4Q: 3 clusters Score -385961.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -386079.625000 Penalty: 2660.057617
	Iteration 5Q: 3 clusters Score -386079.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -386211.687500 Penalty: 2660.057617
	Iteration 6Q: 3 clusters Score -386211.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386352.187500 Penalty: 2660.057617
	Iteration 7Q: 3 clusters Score -386352.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -386457.187500 Penalty: 2660.057617
	Iteration 8Q: 3 clusters Score -386457.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -386541.968750 Penalty: 2660.057617
	Iteration 9Q: 3 clusters Score -386542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -386603.250000 Penalty: 2660.057617
	Iteration 10Q: 3 clusters Score -386603.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -386652.343750 Penalty: 2660.057617
	Iteration 11Q: 3 clusters Score -386652.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -386684.031250 Penalty: 2660.057617
	Iteration 12Q: 3 clusters Score -386684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -386703.031250 Penalty: 2660.057617
	Iteration 13Q: 3 clusters Score -386703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -386718.125000 Penalty: 2660.057617
	Iteration 14Q: 3 clusters Score -386718.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -386735.437500 Penalty: 2660.057617
	Iteration 15Q: 3 clusters Score -386735.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -386753.593750 Penalty: 2660.057617
	Iteration 16Q: 3 clusters Score -386753.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -386771.031250 Penalty: 2660.057617
	Iteration 17Q: 3 clusters Score -386771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -386789.375000 Penalty: 2660.057617
	Iteration 18Q: 3 clusters Score -386789.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -386804.250000 Penalty: 2660.057617
	Iteration 19Q: 3 clusters Score -386804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -386816.437500 Penalty: 2660.057617
	Iteration 20F: 3 clusters Score -386816.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -386824.937500 Penalty: 2660.057617
	Iteration 21Q: 3 clusters Score -386824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -386831.593750 Penalty: 2660.057617
	Iteration 22Q: 3 clusters Score -386831.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -386838.281250 Penalty: 2660.057617
	Iteration 23Q: 3 clusters Score -386838.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -386843.062500 Penalty: 2660.057617
	Iteration 24Q: 3 clusters Score -386843.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -386847.500000 Penalty: 2660.057617
	Iteration 25Q: 3 clusters Score -386847.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -386848.750000 Penalty: 2660.057617
	Iteration 26Q: 3 clusters Score -386848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -386851.156250 Penalty: 2660.057617
	Iteration 27Q: 3 clusters Score -386851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -386851.718750 Penalty: 2660.057617
	Iteration 28Q: 3 clusters Score -386851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -386853.187500 Penalty: 2660.057617
	Iteration 29Q: 3 clusters Score -386853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -386854.656250 Penalty: 2660.057617
	Iteration 30Q: 3 clusters Score -386854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -386857.875000 Penalty: 2660.057617
	Iteration 31Q: 3 clusters Score -386857.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -386862.437500 Penalty: 2660.057617
	Iteration 32Q: 3 clusters Score -386862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -386865.406250 Penalty: 2660.057617
	Iteration 33Q: 3 clusters Score -386865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -386867.656250 Penalty: 2660.057617
	Iteration 34Q: 3 clusters Score -386867.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -386868.156250 Penalty: 2660.057617
	Iteration 35Q: 3 clusters Score -386868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -386868.875000 Penalty: 2660.057617
	Iteration 36Q: 3 clusters Score -386868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -386869.687500 Penalty: 2660.057617
	Iteration 37Q: 3 clusters Score -386869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -386869.843750 Penalty: 2660.057617
	Iteration 38Q: 3 clusters Score -386869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -386870.875000 Penalty: 2660.057617
	Iteration 39Q: 3 clusters Score -386870.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -386870.875000 Penalty: 2660.057617
	Iteration 40F: 3 clusters Score -386870.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Entering Unmasked Estep 
Score: -1951066.500000 Penalty: 1588.488403
	Iteration 0F: 2 clusters Score -1951066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1938973.500000 Penalty: 3176.976807
	Iteration 0F: 3 clusters Score -1938974 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1943185.875000 Penalty: 3176.976807
	Iteration 1F: 3 clusters Score -1943186 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1943467.250000 Penalty: 3176.976807
	Iteration 2Q: 3 clusters Score -1943467 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1943682.500000 Penalty: 3176.976807
	Iteration 3Q: 3 clusters Score -1943682 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1943889.125000 Penalty: 3176.976807
	Iteration 4Q: 3 clusters Score -1943889 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1944068.125000 Penalty: 3176.976807
	Iteration 5Q: 3 clusters Score -1944068 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1944277.125000 Penalty: 3176.976807
	Iteration 6Q: 3 clusters Score -1944277 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1944535.625000 Penalty: 3176.976807
	Iteration 7Q: 3 clusters Score -1944536 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1944861.250000 Penalty: 3176.976807
	Iteration 8Q: 3 clusters Score -1944861 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1945274.000000 Penalty: 3176.976807
	Iteration 9Q: 3 clusters Score -1945274 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1945816.750000 Penalty: 3176.976807
	Iteration 10Q: 3 clusters Score -1945817 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1946522.125000 Penalty: 3176.976807
	Iteration 11F: 3 clusters Score -1946522 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1947269.125000 Penalty: 3176.976807
	Iteration 12F: 3 clusters Score -1947269 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1947833.250000 Penalty: 3176.976807
	Iteration 13Q: 3 clusters Score -1947833 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1948205.625000 Penalty: 3176.976807
	Iteration 14Q: 3 clusters Score -1948206 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1948430.875000 Penalty: 3176.976807
	Iteration 15Q: 3 clusters Score -1948431 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1948614.125000 Penalty: 3176.976807
	Iteration 16Q: 3 clusters Score -1948614 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1948730.500000 Penalty: 3176.976807
	Iteration 17Q: 3 clusters Score -1948730 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1948829.750000 Penalty: 3176.976807
	Iteration 18Q: 3 clusters Score -1948830 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1948888.875000 Penalty: 3176.976807
	Iteration 19Q: 3 clusters Score -1948889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1948934.875000 Penalty: 3176.976807
	Iteration 20F: 3 clusters Score -1948935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1948968.875000 Penalty: 3176.976807
	Iteration 21Q: 3 clusters Score -1948969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1948989.875000 Penalty: 3176.976807
	Iteration 22Q: 3 clusters Score -1948990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1949012.125000 Penalty: 3176.976807
	Iteration 23Q: 3 clusters Score -1949012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1949036.625000 Penalty: 3176.976807
	Iteration 24Q: 3 clusters Score -1949037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1949058.250000 Penalty: 3176.976807
	Iteration 25Q: 3 clusters Score -1949058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1949077.000000 Penalty: 3176.976807
	Iteration 26Q: 3 clusters Score -1949077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1949103.500000 Penalty: 3176.976807
	Iteration 27Q: 3 clusters Score -1949104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1949125.750000 Penalty: 3176.976807
	Iteration 28Q: 3 clusters Score -1949126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1949149.375000 Penalty: 3176.976807
	Iteration 29Q: 3 clusters Score -1949149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1949165.875000 Penalty: 3176.976807
	Iteration 30Q: 3 clusters Score -1949166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1949187.375000 Penalty: 3176.976807
	Iteration 31Q: 3 clusters Score -1949187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1949201.375000 Penalty: 3176.976807
	Iteration 32Q: 3 clusters Score -1949201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1949217.250000 Penalty: 3176.976807
	Iteration 33Q: 3 clusters Score -1949217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1949230.875000 Penalty: 3176.976807
	Iteration 34Q: 3 clusters Score -1949231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1949242.750000 Penalty: 3176.976807
	Iteration 35Q: 3 clusters Score -1949243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1949251.875000 Penalty: 3176.976807
	Iteration 36Q: 3 clusters Score -1949252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1949262.125000 Penalty: 3176.976807
	Iteration 37Q: 3 clusters Score -1949262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1949270.500000 Penalty: 3176.976807
	Iteration 38Q: 3 clusters Score -1949270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1949285.375000 Penalty: 3176.976807
	Iteration 39Q: 3 clusters Score -1949285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1949297.250000 Penalty: 3176.976807
	Iteration 40F: 3 clusters Score -1949297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1949304.875000 Penalty: 3176.976807
	Iteration 41Q: 3 clusters Score -1949305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1949313.125000 Penalty: 3176.976807
	Iteration 42Q: 3 clusters Score -1949313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1949319.000000 Penalty: 3176.976807
	Iteration 43Q: 3 clusters Score -1949319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1949335.875000 Penalty: 3176.976807
	Iteration 44Q: 3 clusters Score -1949336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1949359.875000 Penalty: 3176.976807
	Iteration 45Q: 3 clusters Score -1949360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1949378.000000 Penalty: 3176.976807
	Iteration 46Q: 3 clusters Score -1949378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1949395.500000 Penalty: 3176.976807
	Iteration 47Q: 3 clusters Score -1949396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1949410.250000 Penalty: 3176.976807
	Iteration 48Q: 3 clusters Score -1949410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1949422.625000 Penalty: 3176.976807
	Iteration 49Q: 3 clusters Score -1949423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1949426.250000 Penalty: 3176.976807
	Iteration 50Q: 3 clusters Score -1949426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1949435.375000 Penalty: 3176.976807
	Iteration 51Q: 3 clusters Score -1949435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1949450.875000 Penalty: 3176.976807
	Iteration 52Q: 3 clusters Score -1949451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1949460.500000 Penalty: 3176.976807
	Iteration 53Q: 3 clusters Score -1949460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1949465.250000 Penalty: 3176.976807
	Iteration 54Q: 3 clusters Score -1949465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1949473.625000 Penalty: 3176.976807
	Iteration 55Q: 3 clusters Score -1949474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1949477.875000 Penalty: 3176.976807
	Iteration 56Q: 3 clusters Score -1949478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1949478.500000 Penalty: 3176.976807
	Iteration 57Q: 3 clusters Score -1949478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1949481.625000 Penalty: 3176.976807
	Iteration 58Q: 3 clusters Score -1949482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1949485.625000 Penalty: 3176.976807
	Iteration 59Q: 3 clusters Score -1949486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1949493.625000 Penalty: 3176.976807
	Iteration 60F: 3 clusters Score -1949494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1949499.875000 Penalty: 3176.976807
	Iteration 61Q: 3 clusters Score -1949500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1949502.625000 Penalty: 3176.976807
	Iteration 62Q: 3 clusters Score -1949503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1949511.625000 Penalty: 3176.976807
	Iteration 63Q: 3 clusters Score -1949512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1949514.625000 Penalty: 3176.976807
	Iteration 64Q: 3 clusters Score -1949515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1949518.875000 Penalty: 3176.976807
	Iteration 65Q: 3 clusters Score -1949519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1949523.000000 Penalty: 3176.976807
	Iteration 66Q: 3 clusters Score -1949523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1949524.500000 Penalty: 3176.976807
	Iteration 67Q: 3 clusters Score -1949524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1949526.500000 Penalty: 3176.976807
	Iteration 68Q: 3 clusters Score -1949526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1949529.000000 Penalty: 3176.976807
	Iteration 69Q: 3 clusters Score -1949529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1949538.500000 Penalty: 3176.976807
	Iteration 70Q: 3 clusters Score -1949538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1949545.375000 Penalty: 3176.976807
	Iteration 71Q: 3 clusters Score -1949545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1949544.500000 Penalty: 3176.976807
	Iteration 72Q: 3 clusters Score -1949544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1949546.375000 Penalty: 3176.976807
	Iteration 73Q: 3 clusters Score -1949546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1949550.750000 Penalty: 3176.976807
	Iteration 74Q: 3 clusters Score -1949551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1949553.500000 Penalty: 3176.976807
	Iteration 75Q: 3 clusters Score -1949554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1949560.500000 Penalty: 3176.976807
	Iteration 76Q: 3 clusters Score -1949560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1949567.125000 Penalty: 3176.976807
	Iteration 77Q: 3 clusters Score -1949567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1949570.375000 Penalty: 3176.976807
	Iteration 78Q: 3 clusters Score -1949570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1949573.625000 Penalty: 3176.976807
	Iteration 79Q: 3 clusters Score -1949574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1949574.000000 Penalty: 3176.976807
	Iteration 80F: 3 clusters Score -1949574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1949573.000000 Penalty: 3176.976807
	Iteration 81Q: 3 clusters Score -1949573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1949572.250000 Penalty: 3176.976807
	Iteration 82Q: 3 clusters Score -1949572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1949576.000000 Penalty: 3176.976807
	Iteration 83Q: 3 clusters Score -1949576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1949579.750000 Penalty: 3176.976807
	Iteration 84Q: 3 clusters Score -1949580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1949585.125000 Penalty: 3176.976807
	Iteration 85Q: 3 clusters Score -1949585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1949590.125000 Penalty: 3176.976807
	Iteration 86Q: 3 clusters Score -1949590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1949591.625000 Penalty: 3176.976807
	Iteration 87Q: 3 clusters Score -1949592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1949594.500000 Penalty: 3176.976807
	Iteration 88Q: 3 clusters Score -1949594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1949595.000000 Penalty: 3176.976807
	Iteration 89Q: 3 clusters Score -1949595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1949597.500000 Penalty: 3176.976807
	Iteration 90Q: 3 clusters Score -1949598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1949601.750000 Penalty: 3176.976807
	Iteration 91Q: 3 clusters Score -1949602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1949606.000000 Penalty: 3176.976807
	Iteration 92Q: 3 clusters Score -1949606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1949607.625000 Penalty: 3176.976807
	Iteration 93Q: 3 clusters Score -1949608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1949610.250000 Penalty: 3176.976807
	Iteration 94Q: 3 clusters Score -1949610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1949610.000000 Penalty: 3176.976807
	Iteration 95Q: 3 clusters Score -1949610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1949612.125000 Penalty: 3176.976807
	Iteration 96Q: 3 clusters Score -1949612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1949612.625000 Penalty: 3176.976807
	Iteration 97Q: 3 clusters Score -1949613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1949618.875000 Penalty: 3176.976807
	Iteration 98Q: 3 clusters Score -1949619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1949621.250000 Penalty: 3176.976807
	Iteration 99Q: 3 clusters Score -1949621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1949624.875000 Penalty: 3176.976807
	Iteration 100F: 3 clusters Score -1949625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Entering Unmasked Estep 
Score: -4966894.500000 Penalty: 1749.550171
	Iteration 0F: 2 clusters Score -4966894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4935237.500000 Penalty: 3499.100342
	Iteration 0F: 3 clusters Score -4935238 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4947992.500000 Penalty: 3499.100342
	Iteration 1F: 3 clusters Score -4947992 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4948724.500000 Penalty: 3499.100342
	Iteration 2Q: 3 clusters Score -4948724 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4949761.500000 Penalty: 3499.100342
	Iteration 3Q: 3 clusters Score -4949762 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4951048.000000 Penalty: 3499.100342
	Iteration 4F: 3 clusters Score -4951048 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4952537.500000 Penalty: 3499.100342
	Iteration 5F: 3 clusters Score -4952538 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4954139.500000 Penalty: 3499.100342
	Iteration 6F: 3 clusters Score -4954140 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4955592.000000 Penalty: 3499.100342
	Iteration 7F: 3 clusters Score -4955592 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4956838.000000 Penalty: 3499.100342
	Iteration 8F: 3 clusters Score -4956838 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4957785.500000 Penalty: 3499.100342
	Iteration 9Q: 3 clusters Score -4957786 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4958409.500000 Penalty: 3499.100342
	Iteration 10Q: 3 clusters Score -4958410 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4958847.000000 Penalty: 3499.100342
	Iteration 11Q: 3 clusters Score -4958847 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4959148.500000 Penalty: 3499.100342
	Iteration 12Q: 3 clusters Score -4959148 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4959413.500000 Penalty: 3499.100342
	Iteration 13Q: 3 clusters Score -4959414 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4959648.000000 Penalty: 3499.100342
	Iteration 14Q: 3 clusters Score -4959648 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4959874.000000 Penalty: 3499.100342
	Iteration 15Q: 3 clusters Score -4959874 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4960148.000000 Penalty: 3499.100342
	Iteration 16Q: 3 clusters Score -4960148 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4960396.000000 Penalty: 3499.100342
	Iteration 17Q: 3 clusters Score -4960396 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4960663.000000 Penalty: 3499.100342
	Iteration 18Q: 3 clusters Score -4960663 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4960980.000000 Penalty: 3499.100342
	Iteration 19Q: 3 clusters Score -4960980 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4961288.000000 Penalty: 3499.100342
	Iteration 20F: 3 clusters Score -4961288 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4961618.000000 Penalty: 3499.100342
	Iteration 21Q: 3 clusters Score -4961618 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4961943.500000 Penalty: 3499.100342
	Iteration 22Q: 3 clusters Score -4961944 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -4962235.000000 Penalty: 3499.100342
	Iteration 23Q: 3 clusters Score -4962235 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4962540.000000 Penalty: 3499.100342
	Iteration 24Q: 3 clusters Score -4962540 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4962832.500000 Penalty: 3499.100342
	Iteration 25Q: 3 clusters Score -4962832 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -4963111.500000 Penalty: 3499.100342
	Iteration 26Q: 3 clusters Score -4963112 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4963379.500000 Penalty: 3499.100342
	Iteration 27Q: 3 clusters Score -4963380 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4963587.500000 Penalty: 3499.100342
	Iteration 28Q: 3 clusters Score -4963588 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4963756.500000 Penalty: 3499.100342
	Iteration 29Q: 3 clusters Score -4963756 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4963900.000000 Penalty: 3499.100342
	Iteration 30Q: 3 clusters Score -4963900 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4964059.500000 Penalty: 3499.100342
	Iteration 31Q: 3 clusters Score -4964060 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4964194.000000 Penalty: 3499.100342
	Iteration 32Q: 3 clusters Score -4964194 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -4964300.000000 Penalty: 3499.100342
	Iteration 33Q: 3 clusters Score -4964300 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4964432.500000 Penalty: 3499.100342
	Iteration 34Q: 3 clusters Score -4964432 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4964549.000000 Penalty: 3499.100342
	Iteration 35Q: 3 clusters Score -4964549 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4964679.500000 Penalty: 3499.100342
	Iteration 36Q: 3 clusters Score -4964680 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4964757.000000 Penalty: 3499.100342
	Iteration 37Q: 3 clusters Score -4964757 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4964839.000000 Penalty: 3499.100342
	Iteration 38Q: 3 clusters Score -4964839 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4964910.500000 Penalty: 3499.100342
	Iteration 39Q: 3 clusters Score -4964910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4964959.500000 Penalty: 3499.100342
	Iteration 40F: 3 clusters Score -4964960 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4965030.500000 Penalty: 3499.100342
	Iteration 41Q: 3 clusters Score -4965030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4965088.000000 Penalty: 3499.100342
	Iteration 42Q: 3 clusters Score -4965088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4965140.500000 Penalty: 3499.100342
	Iteration 43Q: 3 clusters Score -4965140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4965174.500000 Penalty: 3499.100342
	Iteration 44Q: 3 clusters Score -4965174 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4965228.000000 Penalty: 3499.100342
	Iteration 45Q: 3 clusters Score -4965228 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4965269.000000 Penalty: 3499.100342
	Iteration 46Q: 3 clusters Score -4965269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4965293.000000 Penalty: 3499.100342
	Iteration 47Q: 3 clusters Score -4965293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4965327.000000 Penalty: 3499.100342
	Iteration 48Q: 3 clusters Score -4965327 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4965349.500000 Penalty: 3499.100342
	Iteration 49Q: 3 clusters Score -4965350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4965379.000000 Penalty: 3499.100342
	Iteration 50Q: 3 clusters Score -4965379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4965428.000000 Penalty: 3499.100342
	Iteration 51Q: 3 clusters Score -4965428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4965471.500000 Penalty: 3499.100342
	Iteration 52Q: 3 clusters Score -4965472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4965489.000000 Penalty: 3499.100342
	Iteration 53Q: 3 clusters Score -4965489 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4965526.000000 Penalty: 3499.100342
	Iteration 54Q: 3 clusters Score -4965526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4965538.000000 Penalty: 3499.100342
	Iteration 55Q: 3 clusters Score -4965538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4965576.000000 Penalty: 3499.100342
	Iteration 56Q: 3 clusters Score -4965576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4965622.500000 Penalty: 3499.100342
	Iteration 57Q: 3 clusters Score -4965622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4965660.500000 Penalty: 3499.100342
	Iteration 58Q: 3 clusters Score -4965660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4965695.000000 Penalty: 3499.100342
	Iteration 59Q: 3 clusters Score -4965695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4965727.000000 Penalty: 3499.100342
	Iteration 60F: 3 clusters Score -4965727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4965744.000000 Penalty: 3499.100342
	Iteration 61Q: 3 clusters Score -4965744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4965756.000000 Penalty: 3499.100342
	Iteration 62Q: 3 clusters Score -4965756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4965769.000000 Penalty: 3499.100342
	Iteration 63Q: 3 clusters Score -4965769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4965789.000000 Penalty: 3499.100342
	Iteration 64Q: 3 clusters Score -4965789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4965799.500000 Penalty: 3499.100342
	Iteration 65Q: 3 clusters Score -4965800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4965829.500000 Penalty: 3499.100342
	Iteration 66Q: 3 clusters Score -4965830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4965849.500000 Penalty: 3499.100342
	Iteration 67Q: 3 clusters Score -4965850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4965868.500000 Penalty: 3499.100342
	Iteration 68Q: 3 clusters Score -4965868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4965891.000000 Penalty: 3499.100342
	Iteration 69Q: 3 clusters Score -4965891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4965904.000000 Penalty: 3499.100342
	Iteration 70Q: 3 clusters Score -4965904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4965905.000000 Penalty: 3499.100342
	Iteration 71Q: 3 clusters Score -4965905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4965923.500000 Penalty: 3499.100342
	Iteration 72Q: 3 clusters Score -4965924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4965939.000000 Penalty: 3499.100342
	Iteration 73Q: 3 clusters Score -4965939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4965955.500000 Penalty: 3499.100342
	Iteration 74Q: 3 clusters Score -4965956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4965967.500000 Penalty: 3499.100342
	Iteration 75Q: 3 clusters Score -4965968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4965983.000000 Penalty: 3499.100342
	Iteration 76Q: 3 clusters Score -4965983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4965991.500000 Penalty: 3499.100342
	Iteration 77Q: 3 clusters Score -4965992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4966011.000000 Penalty: 3499.100342
	Iteration 78Q: 3 clusters Score -4966011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4966016.500000 Penalty: 3499.100342
	Iteration 79Q: 3 clusters Score -4966016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4966017.500000 Penalty: 3499.100342
	Iteration 80F: 3 clusters Score -4966018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4966024.500000 Penalty: 3499.100342
	Iteration 81Q: 3 clusters Score -4966024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4966026.000000 Penalty: 3499.100342
	Iteration 82Q: 3 clusters Score -4966026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4966029.000000 Penalty: 3499.100342
	Iteration 83Q: 3 clusters Score -4966029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4966029.500000 Penalty: 3499.100342
	Iteration 84Q: 3 clusters Score -4966030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4966042.000000 Penalty: 3499.100342
	Iteration 85Q: 3 clusters Score -4966042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4966041.000000 Penalty: 3499.100342
	Iteration 86Q: 3 clusters Score -4966041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4966040.000000 Penalty: 3499.100342
	Iteration 87Q: 3 clusters Score -4966040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4966036.000000 Penalty: 3499.100342
	Iteration 88Q: 3 clusters Score -4966036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4966036.000000 Penalty: 3499.100342
	Iteration 89F: 3 clusters Score -4966036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -263617.625000 Penalty: 1272.314941
	Iteration 0F: 2 clusters Score -263617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -261187.609375 Penalty: 2544.629883
	Iteration 0F: 3 clusters Score -261187.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -261698.468750 Penalty: 2544.629883
	Iteration 1F: 3 clusters Score -261698.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -261801.046875 Penalty: 2544.629883
	Iteration 2F: 3 clusters Score -261801 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -261870.343750 Penalty: 2544.629883
	Iteration 3Q: 3 clusters Score -261870.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261914.140625 Penalty: 2544.629883
	Iteration 4Q: 3 clusters Score -261914.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -261944.421875 Penalty: 2544.629883
	Iteration 5Q: 3 clusters Score -261944.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -261965.281250 Penalty: 2544.629883
	Iteration 6Q: 3 clusters Score -261965.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -261976.187500 Penalty: 2544.629883
	Iteration 7Q: 3 clusters Score -261976.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -261984.296875 Penalty: 2544.629883
	Iteration 8Q: 3 clusters Score -261984.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -261989.750000 Penalty: 2544.629883
	Iteration 9Q: 3 clusters Score -261989.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -261997.453125 Penalty: 2544.629883
	Iteration 10Q: 3 clusters Score -261997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -262004.984375 Penalty: 2544.629883
	Iteration 11Q: 3 clusters Score -262005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -262014.562500 Penalty: 2544.629883
	Iteration 12Q: 3 clusters Score -262014.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -262021.453125 Penalty: 2544.629883
	Iteration 13Q: 3 clusters Score -262021.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -262027.250000 Penalty: 2544.629883
	Iteration 14Q: 3 clusters Score -262027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -262032.687500 Penalty: 2544.629883
	Iteration 15Q: 3 clusters Score -262032.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -262038.718750 Penalty: 2544.629883
	Iteration 16Q: 3 clusters Score -262038.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -262047.843750 Penalty: 2544.629883
	Iteration 17Q: 3 clusters Score -262047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -262058.093750 Penalty: 2544.629883
	Iteration 18Q: 3 clusters Score -262058.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -262068.531250 Penalty: 2544.629883
	Iteration 19Q: 3 clusters Score -262068.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -262078.828125 Penalty: 2544.629883
	Iteration 20F: 3 clusters Score -262078.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -262087.609375 Penalty: 2544.629883
	Iteration 21Q: 3 clusters Score -262087.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -262100.390625 Penalty: 2544.629883
	Iteration 22Q: 3 clusters Score -262100.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -262106.125000 Penalty: 2544.629883
	Iteration 23Q: 3 clusters Score -262106.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -262113.765625 Penalty: 2544.629883
	Iteration 24Q: 3 clusters Score -262113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -262119.890625 Penalty: 2544.629883
	Iteration 25Q: 3 clusters Score -262119.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -262126.296875 Penalty: 2544.629883
	Iteration 26Q: 3 clusters Score -262126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -262132.406250 Penalty: 2544.629883
	Iteration 27Q: 3 clusters Score -262132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -262140.187500 Penalty: 2544.629883
	Iteration 28Q: 3 clusters Score -262140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -262146.718750 Penalty: 2544.629883
	Iteration 29Q: 3 clusters Score -262146.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -262152.750000 Penalty: 2544.629883
	Iteration 30Q: 3 clusters Score -262152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -262157.593750 Penalty: 2544.629883
	Iteration 31Q: 3 clusters Score -262157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -262160.968750 Penalty: 2544.629883
	Iteration 32Q: 3 clusters Score -262161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262162.343750 Penalty: 2544.629883
	Iteration 33Q: 3 clusters Score -262162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -262162.750000 Penalty: 2544.629883
	Iteration 34Q: 3 clusters Score -262162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -262163.718750 Penalty: 2544.629883
	Iteration 35Q: 3 clusters Score -262163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -262164.218750 Penalty: 2544.629883
	Iteration 36Q: 3 clusters Score -262164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -262165.093750 Penalty: 2544.629883
	Iteration 37Q: 3 clusters Score -262165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -262165.531250 Penalty: 2544.629883
	Iteration 38Q: 3 clusters Score -262165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -262165.531250 Penalty: 2544.629883
	Iteration 39F: 3 clusters Score -262165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Entering Unmasked Estep 
Score: -8184807.500000 Penalty: 1822.930054
	Iteration 0F: 2 clusters Score -8184808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -8134969.000000 Penalty: 3645.860107
	Iteration 0F: 3 clusters Score -8134969 nChanged 35514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -8156064.000000 Penalty: 3645.860107
	Iteration 1F: 3 clusters Score -8156064 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8157206.000000 Penalty: 3645.860107
	Iteration 2Q: 3 clusters Score -8157206 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -8158776.000000 Penalty: 3645.860107
	Iteration 3Q: 3 clusters Score -8158776 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8160912.000000 Penalty: 3645.860107
	Iteration 4F: 3 clusters Score -8160912 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8163654.000000 Penalty: 3645.860107
	Iteration 5F: 3 clusters Score -8163654 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -8167192.000000 Penalty: 3645.860107
	Iteration 6F: 3 clusters Score -8167192 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -8171498.000000 Penalty: 3645.860107
	Iteration 7F: 3 clusters Score -8171498 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -8175265.000000 Penalty: 3645.860107
	Iteration 8F: 3 clusters Score -8175265 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -8177859.000000 Penalty: 3645.860107
	Iteration 9Q: 3 clusters Score -8177859 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -8179435.500000 Penalty: 3645.860107
	Iteration 10Q: 3 clusters Score -8179436 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -8180345.500000 Penalty: 3645.860107
	Iteration 11Q: 3 clusters Score -8180346 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -8181010.000000 Penalty: 3645.860107
	Iteration 12Q: 3 clusters Score -8181010 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8181486.500000 Penalty: 3645.860107
	Iteration 13Q: 3 clusters Score -8181486 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -8181887.000000 Penalty: 3645.860107
	Iteration 14Q: 3 clusters Score -8181887 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -8182155.500000 Penalty: 3645.860107
	Iteration 15Q: 3 clusters Score -8182156 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -8182388.500000 Penalty: 3645.860107
	Iteration 16Q: 3 clusters Score -8182388 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -8182570.500000 Penalty: 3645.860107
	Iteration 17Q: 3 clusters Score -8182570 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -8182729.500000 Penalty: 3645.860107
	Iteration 18Q: 3 clusters Score -8182730 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -8182827.000000 Penalty: 3645.860107
	Iteration 19Q: 3 clusters Score -8182827 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -8182926.000000 Penalty: 3645.860107
	Iteration 20F: 3 clusters Score -8182926 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -8183029.000000 Penalty: 3645.860107
	Iteration 21Q: 3 clusters Score -8183029 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -8183089.000000 Penalty: 3645.860107
	Iteration 22Q: 3 clusters Score -8183089 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -8183141.500000 Penalty: 3645.860107
	Iteration 23Q: 3 clusters Score -8183142 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -8183202.500000 Penalty: 3645.860107
	Iteration 24Q: 3 clusters Score -8183202 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -8183246.000000 Penalty: 3645.860107
	Iteration 25Q: 3 clusters Score -8183246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -8183275.000000 Penalty: 3645.860107
	Iteration 26Q: 3 clusters Score -8183275 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -8183314.000000 Penalty: 3645.860107
	Iteration 27Q: 3 clusters Score -8183314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -8183371.500000 Penalty: 3645.860107
	Iteration 28Q: 3 clusters Score -8183372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8183410.500000 Penalty: 3645.860107
	Iteration 29Q: 3 clusters Score -8183410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -8183434.500000 Penalty: 3645.860107
	Iteration 30Q: 3 clusters Score -8183434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -8183462.000000 Penalty: 3645.860107
	Iteration 31Q: 3 clusters Score -8183462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -8183480.000000 Penalty: 3645.860107
	Iteration 32Q: 3 clusters Score -8183480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -8183493.000000 Penalty: 3645.860107
	Iteration 33Q: 3 clusters Score -8183493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -8183499.500000 Penalty: 3645.860107
	Iteration 34Q: 3 clusters Score -8183500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -8183512.500000 Penalty: 3645.860107
	Iteration 35Q: 3 clusters Score -8183512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -8183552.500000 Penalty: 3645.860107
	Iteration 36Q: 3 clusters Score -8183552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -8183565.000000 Penalty: 3645.860107
	Iteration 37Q: 3 clusters Score -8183565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -8183567.000000 Penalty: 3645.860107
	Iteration 38Q: 3 clusters Score -8183567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -8183580.500000 Penalty: 3645.860107
	Iteration 39Q: 3 clusters Score -8183580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -8183601.500000 Penalty: 3645.860107
	Iteration 40F: 3 clusters Score -8183602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -8183611.500000 Penalty: 3645.860107
	Iteration 41Q: 3 clusters Score -8183612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -8183616.500000 Penalty: 3645.860107
	Iteration 42Q: 3 clusters Score -8183616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -8183625.000000 Penalty: 3645.860107
	Iteration 43Q: 3 clusters Score -8183625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -8183617.000000 Penalty: 3645.860107
	Iteration 44Q: 3 clusters Score -8183617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 73023 members 
Entering Unmasked Estep 
Score: -8183632.500000 Penalty: 3645.860107
	Iteration 45Q: 3 clusters Score -8183632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -8183643.000000 Penalty: 3645.860107
	Iteration 46Q: 3 clusters Score -8183643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -8183636.500000 Penalty: 3645.860107
	Iteration 47Q: 3 clusters Score -8183636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -8183639.500000 Penalty: 3645.860107
	Iteration 48Q: 3 clusters Score -8183640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -8183643.000000 Penalty: 3645.860107
	Iteration 49Q: 3 clusters Score -8183643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -8183646.000000 Penalty: 3645.860107
	Iteration 50Q: 3 clusters Score -8183646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -8183645.000000 Penalty: 3645.860107
	Iteration 51Q: 3 clusters Score -8183645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -8183652.000000 Penalty: 3645.860107
	Iteration 52Q: 3 clusters Score -8183652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -8183647.000000 Penalty: 3645.860107
	Iteration 53Q: 3 clusters Score -8183647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -8183656.500000 Penalty: 3645.860107
	Iteration 54Q: 3 clusters Score -8183656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -8183660.500000 Penalty: 3645.860107
	Iteration 55Q: 3 clusters Score -8183660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -8183659.000000 Penalty: 3645.860107
	Iteration 56Q: 3 clusters Score -8183659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -8183665.000000 Penalty: 3645.860107
	Iteration 57Q: 3 clusters Score -8183665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -8183660.000000 Penalty: 3645.860107
	Iteration 58Q: 3 clusters Score -8183660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -8183660.000000 Penalty: 3645.860107
	Iteration 59Q: 3 clusters Score -8183660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -8183663.000000 Penalty: 3645.860107
	Iteration 60F: 3 clusters Score -8183663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -8183662.000000 Penalty: 3645.860107
	Iteration 61Q: 3 clusters Score -8183662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -8183658.000000 Penalty: 3645.860107
	Iteration 62Q: 3 clusters Score -8183658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -8183661.000000 Penalty: 3645.860107
	Iteration 63Q: 3 clusters Score -8183661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -8183666.500000 Penalty: 3645.860107
	Iteration 64Q: 3 clusters Score -8183666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -8183665.000000 Penalty: 3645.860107
	Iteration 65Q: 3 clusters Score -8183665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -8183667.000000 Penalty: 3645.860107
	Iteration 66Q: 3 clusters Score -8183667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -8183667.500000 Penalty: 3645.860107
	Iteration 67Q: 3 clusters Score -8183668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -8183668.500000 Penalty: 3645.860107
	Iteration 68Q: 3 clusters Score -8183668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -8183670.000000 Penalty: 3645.860107
	Iteration 69Q: 3 clusters Score -8183670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -8183667.000000 Penalty: 3645.860107
	Iteration 70Q: 3 clusters Score -8183667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -8183662.000000 Penalty: 3645.860107
	Iteration 71Q: 3 clusters Score -8183662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -8183662.000000 Penalty: 3645.860107
	Iteration 72F: 3 clusters Score -8183662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -288749.656250 Penalty: 1293.268799
	Iteration 0F: 2 clusters Score -288749.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286147.187500 Penalty: 2586.537598
	Iteration 0F: 3 clusters Score -286147.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286794.093750 Penalty: 2586.537598
	Iteration 1F: 3 clusters Score -286794.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -286939.375000 Penalty: 2586.537598
	Iteration 2F: 3 clusters Score -286939.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -287026.125000 Penalty: 2586.537598
	Iteration 3Q: 3 clusters Score -287026.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287074.156250 Penalty: 2586.537598
	Iteration 4Q: 3 clusters Score -287074.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -287107.093750 Penalty: 2586.537598
	Iteration 5Q: 3 clusters Score -287107.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -287132.156250 Penalty: 2586.537598
	Iteration 6Q: 3 clusters Score -287132.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -287154.218750 Penalty: 2586.537598
	Iteration 7Q: 3 clusters Score -287154.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -287175.437500 Penalty: 2586.537598
	Iteration 8Q: 3 clusters Score -287175.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287204.187500 Penalty: 2586.537598
	Iteration 9Q: 3 clusters Score -287204.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -287229.031250 Penalty: 2586.537598
	Iteration 10Q: 3 clusters Score -287229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287250.125000 Penalty: 2586.537598
	Iteration 11Q: 3 clusters Score -287250.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -287264.375000 Penalty: 2586.537598
	Iteration 12Q: 3 clusters Score -287264.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287285.593750 Penalty: 2586.537598
	Iteration 13Q: 3 clusters Score -287285.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -287309.500000 Penalty: 2586.537598
	Iteration 14Q: 3 clusters Score -287309.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -287345.500000 Penalty: 2586.537598
	Iteration 15Q: 3 clusters Score -287345.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -287393.281250 Penalty: 2586.537598
	Iteration 16Q: 3 clusters Score -287393.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -287444.406250 Penalty: 2586.537598
	Iteration 17Q: 3 clusters Score -287444.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -287513.750000 Penalty: 2586.537598
	Iteration 18Q: 3 clusters Score -287513.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -287642.906250 Penalty: 2586.537598
	Iteration 19Q: 3 clusters Score -287642.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -287824.593750 Penalty: 2586.537598
	Iteration 20F: 3 clusters Score -287824.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -288040.875000 Penalty: 2586.537598
	Iteration 21Q: 3 clusters Score -288040.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -288198.843750 Penalty: 2586.537598
	Iteration 22Q: 3 clusters Score -288198.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -288287.218750 Penalty: 2586.537598
	Iteration 23Q: 3 clusters Score -288287.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -288322.531250 Penalty: 2586.537598
	Iteration 24Q: 3 clusters Score -288322.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -288350.125000 Penalty: 2586.537598
	Iteration 25Q: 3 clusters Score -288350.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -288370.343750 Penalty: 2586.537598
	Iteration 26Q: 3 clusters Score -288370.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -288380.437500 Penalty: 2586.537598
	Iteration 27Q: 3 clusters Score -288380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -288392.062500 Penalty: 2586.537598
	Iteration 28Q: 3 clusters Score -288392.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -288411.500000 Penalty: 2586.537598
	Iteration 29Q: 3 clusters Score -288411.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -288425.656250 Penalty: 2586.537598
	Iteration 30Q: 3 clusters Score -288425.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -288435.937500 Penalty: 2586.537598
	Iteration 31Q: 3 clusters Score -288435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -288446.375000 Penalty: 2586.537598
	Iteration 32Q: 3 clusters Score -288446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -288451.250000 Penalty: 2586.537598
	Iteration 33Q: 3 clusters Score -288451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -288455.718750 Penalty: 2586.537598
	Iteration 34Q: 3 clusters Score -288455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -288457.906250 Penalty: 2586.537598
	Iteration 35Q: 3 clusters Score -288457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -288459.843750 Penalty: 2586.537598
	Iteration 36Q: 3 clusters Score -288459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -288461.593750 Penalty: 2586.537598
	Iteration 37Q: 3 clusters Score -288461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -288463.468750 Penalty: 2586.537598
	Iteration 38Q: 3 clusters Score -288463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -288466.250000 Penalty: 2586.537598
	Iteration 39Q: 3 clusters Score -288466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -288470.687500 Penalty: 2586.537598
	Iteration 40F: 3 clusters Score -288470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -288476.625000 Penalty: 2586.537598
	Iteration 41Q: 3 clusters Score -288476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -288480.156250 Penalty: 2586.537598
	Iteration 42Q: 3 clusters Score -288480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -288481.406250 Penalty: 2586.537598
	Iteration 43Q: 3 clusters Score -288481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -288482.593750 Penalty: 2586.537598
	Iteration 44Q: 3 clusters Score -288482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -288483.843750 Penalty: 2586.537598
	Iteration 45Q: 3 clusters Score -288483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -288484.906250 Penalty: 2586.537598
	Iteration 46Q: 3 clusters Score -288484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -288484.906250 Penalty: 2586.537598
	Iteration 47F: 3 clusters Score -288484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -164184.843750 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -164184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162443.328125 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -162443.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -162803.296875 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -162803.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162897.703125 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -162897.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -162944.125000 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -162944.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162976.656250 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -162976.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162997.203125 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -162997.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163013.609375 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -163013.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163022.375000 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -163022.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -163028.765625 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -163028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163036.250000 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -163036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163041.734375 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -163041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163044.375000 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -163044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -163046.515625 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -163046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -163048.578125 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -163048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -163049.140625 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -163049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -163049.140625 Penalty: 2377.446045
	Iteration 15F: 3 clusters Score -163049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -596873.937500 Penalty: 1396.850708
	Iteration 0F: 2 clusters Score -596873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -592638.125000 Penalty: 2793.701416
	Iteration 0F: 3 clusters Score -592638.1 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -593786.562500 Penalty: 2793.701416
	Iteration 1F: 3 clusters Score -593786.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -594012.062500 Penalty: 2793.701416
	Iteration 2F: 3 clusters Score -594012.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -594187.125000 Penalty: 2793.701416
	Iteration 3F: 3 clusters Score -594187.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -594322.812500 Penalty: 2793.701416
	Iteration 4F: 3 clusters Score -594322.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -594459.937500 Penalty: 2793.701416
	Iteration 5Q: 3 clusters Score -594459.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -594623.875000 Penalty: 2793.701416
	Iteration 6Q: 3 clusters Score -594623.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -594801.875000 Penalty: 2793.701416
	Iteration 7Q: 3 clusters Score -594801.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -594981.250000 Penalty: 2793.701416
	Iteration 8Q: 3 clusters Score -594981.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -595142.375000 Penalty: 2793.701416
	Iteration 9Q: 3 clusters Score -595142.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -595283.312500 Penalty: 2793.701416
	Iteration 10Q: 3 clusters Score -595283.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -595407.000000 Penalty: 2793.701416
	Iteration 11Q: 3 clusters Score -595407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -595521.750000 Penalty: 2793.701416
	Iteration 12Q: 3 clusters Score -595521.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -595595.187500 Penalty: 2793.701416
	Iteration 13Q: 3 clusters Score -595595.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -595635.312500 Penalty: 2793.701416
	Iteration 14Q: 3 clusters Score -595635.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -595669.375000 Penalty: 2793.701416
	Iteration 15Q: 3 clusters Score -595669.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -595688.562500 Penalty: 2793.701416
	Iteration 16Q: 3 clusters Score -595688.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -595703.687500 Penalty: 2793.701416
	Iteration 17Q: 3 clusters Score -595703.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -595713.000000 Penalty: 2793.701416
	Iteration 18Q: 3 clusters Score -595713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -595720.000000 Penalty: 2793.701416
	Iteration 19Q: 3 clusters Score -595720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -595726.875000 Penalty: 2793.701416
	Iteration 20F: 3 clusters Score -595726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -595733.000000 Penalty: 2793.701416
	Iteration 21Q: 3 clusters Score -595733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -595732.500000 Penalty: 2793.701416
	Iteration 22Q: 3 clusters Score -595732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -595732.500000 Penalty: 2793.701416
	Iteration 23F: 3 clusters Score -595732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Entering Unmasked Estep 
Score: -3427903.500000 Penalty: 1681.432251
	Iteration 0F: 2 clusters Score -3427904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3406815.500000 Penalty: 3362.864502
	Iteration 0F: 3 clusters Score -3406816 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3414891.250000 Penalty: 3362.864502
	Iteration 1F: 3 clusters Score -3414891 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3415386.750000 Penalty: 3362.864502
	Iteration 2Q: 3 clusters Score -3415387 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3415900.000000 Penalty: 3362.864502
	Iteration 3Q: 3 clusters Score -3415900 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3416578.000000 Penalty: 3362.864502
	Iteration 4Q: 3 clusters Score -3416578 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3417490.500000 Penalty: 3362.864502
	Iteration 5Q: 3 clusters Score -3417490 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3418503.500000 Penalty: 3362.864502
	Iteration 6F: 3 clusters Score -3418504 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3419673.000000 Penalty: 3362.864502
	Iteration 7F: 3 clusters Score -3419673 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3420830.750000 Penalty: 3362.864502
	Iteration 8F: 3 clusters Score -3420831 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3421895.250000 Penalty: 3362.864502
	Iteration 9Q: 3 clusters Score -3421895 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3422637.500000 Penalty: 3362.864502
	Iteration 10Q: 3 clusters Score -3422638 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3423098.750000 Penalty: 3362.864502
	Iteration 11Q: 3 clusters Score -3423099 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3423395.000000 Penalty: 3362.864502
	Iteration 12Q: 3 clusters Score -3423395 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3423597.000000 Penalty: 3362.864502
	Iteration 13Q: 3 clusters Score -3423597 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3423792.250000 Penalty: 3362.864502
	Iteration 14Q: 3 clusters Score -3423792 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3423969.750000 Penalty: 3362.864502
	Iteration 15Q: 3 clusters Score -3423970 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3424132.750000 Penalty: 3362.864502
	Iteration 16Q: 3 clusters Score -3424133 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3424321.250000 Penalty: 3362.864502
	Iteration 17Q: 3 clusters Score -3424321 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3424497.750000 Penalty: 3362.864502
	Iteration 18Q: 3 clusters Score -3424498 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3424651.500000 Penalty: 3362.864502
	Iteration 19Q: 3 clusters Score -3424652 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3424799.500000 Penalty: 3362.864502
	Iteration 20F: 3 clusters Score -3424800 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3424959.500000 Penalty: 3362.864502
	Iteration 21Q: 3 clusters Score -3424960 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3425144.000000 Penalty: 3362.864502
	Iteration 22Q: 3 clusters Score -3425144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3425291.750000 Penalty: 3362.864502
	Iteration 23Q: 3 clusters Score -3425292 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3425434.000000 Penalty: 3362.864502
	Iteration 24Q: 3 clusters Score -3425434 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3425589.750000 Penalty: 3362.864502
	Iteration 25Q: 3 clusters Score -3425590 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3425717.750000 Penalty: 3362.864502
	Iteration 26Q: 3 clusters Score -3425718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3425814.500000 Penalty: 3362.864502
	Iteration 27Q: 3 clusters Score -3425814 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3425911.250000 Penalty: 3362.864502
	Iteration 28Q: 3 clusters Score -3425911 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3425994.750000 Penalty: 3362.864502
	Iteration 29Q: 3 clusters Score -3425995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3426061.000000 Penalty: 3362.864502
	Iteration 30Q: 3 clusters Score -3426061 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3426116.000000 Penalty: 3362.864502
	Iteration 31Q: 3 clusters Score -3426116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3426161.000000 Penalty: 3362.864502
	Iteration 32Q: 3 clusters Score -3426161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3426201.000000 Penalty: 3362.864502
	Iteration 33Q: 3 clusters Score -3426201 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3426242.750000 Penalty: 3362.864502
	Iteration 34Q: 3 clusters Score -3426243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3426280.500000 Penalty: 3362.864502
	Iteration 35Q: 3 clusters Score -3426280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3426300.500000 Penalty: 3362.864502
	Iteration 36Q: 3 clusters Score -3426300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3426326.750000 Penalty: 3362.864502
	Iteration 37Q: 3 clusters Score -3426327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3426344.750000 Penalty: 3362.864502
	Iteration 38Q: 3 clusters Score -3426345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3426359.750000 Penalty: 3362.864502
	Iteration 39Q: 3 clusters Score -3426360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3426378.250000 Penalty: 3362.864502
	Iteration 40F: 3 clusters Score -3426378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3426387.000000 Penalty: 3362.864502
	Iteration 41Q: 3 clusters Score -3426387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3426397.000000 Penalty: 3362.864502
	Iteration 42Q: 3 clusters Score -3426397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3426400.750000 Penalty: 3362.864502
	Iteration 43Q: 3 clusters Score -3426401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3426405.250000 Penalty: 3362.864502
	Iteration 44Q: 3 clusters Score -3426405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3426414.000000 Penalty: 3362.864502
	Iteration 45Q: 3 clusters Score -3426414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3426416.250000 Penalty: 3362.864502
	Iteration 46Q: 3 clusters Score -3426416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3426420.250000 Penalty: 3362.864502
	Iteration 47Q: 3 clusters Score -3426420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3426424.250000 Penalty: 3362.864502
	Iteration 48Q: 3 clusters Score -3426424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3426427.000000 Penalty: 3362.864502
	Iteration 49Q: 3 clusters Score -3426427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3426431.500000 Penalty: 3362.864502
	Iteration 50Q: 3 clusters Score -3426432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3426434.000000 Penalty: 3362.864502
	Iteration 51Q: 3 clusters Score -3426434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3426433.250000 Penalty: 3362.864502
	Iteration 52Q: 3 clusters Score -3426433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3426440.500000 Penalty: 3362.864502
	Iteration 53Q: 3 clusters Score -3426440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3426437.750000 Penalty: 3362.864502
	Iteration 54Q: 3 clusters Score -3426438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3426444.000000 Penalty: 3362.864502
	Iteration 55Q: 3 clusters Score -3426444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3426440.500000 Penalty: 3362.864502
	Iteration 56Q: 3 clusters Score -3426440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3426447.000000 Penalty: 3362.864502
	Iteration 57Q: 3 clusters Score -3426447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3426446.000000 Penalty: 3362.864502
	Iteration 58Q: 3 clusters Score -3426446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3426446.000000 Penalty: 3362.864502
	Iteration 59F: 3 clusters Score -3426446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -117012.984375 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -117013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115523.406250 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -115523.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115829.296875 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -115829.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115899.476562 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -115899.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115932.007812 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -115932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115946.015625 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -115946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115958.539062 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -115958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115966.046875 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -115966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115972.554688 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -115972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115977.648438 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -115977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115981.859375 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -115981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115982.812500 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -115982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115983.843750 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -115983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115984.117188 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -115984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115984.468750 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -115984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115985.062500 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -115985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115987.148438 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -115987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115987.765625 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -115987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115987.765625 Penalty: 2266.705566
	Iteration 17F: 3 clusters Score -115987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Entering Unmasked Estep 
Score: -4066502.750000 Penalty: 1708.862183
	Iteration 0F: 2 clusters Score -4066503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4041568.750000 Penalty: 3417.724365
	Iteration 0F: 3 clusters Score -4041569 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4051235.000000 Penalty: 3417.724365
	Iteration 1F: 3 clusters Score -4051235 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4051694.500000 Penalty: 3417.724365
	Iteration 2Q: 3 clusters Score -4051694 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4052221.000000 Penalty: 3417.724365
	Iteration 3Q: 3 clusters Score -4052221 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4052850.500000 Penalty: 3417.724365
	Iteration 4Q: 3 clusters Score -4052850 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4053817.500000 Penalty: 3417.724365
	Iteration 5F: 3 clusters Score -4053818 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4055244.500000 Penalty: 3417.724365
	Iteration 6F: 3 clusters Score -4055244 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4057151.500000 Penalty: 3417.724365
	Iteration 7F: 3 clusters Score -4057152 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4059267.750000 Penalty: 3417.724365
	Iteration 8F: 3 clusters Score -4059268 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4061006.000000 Penalty: 3417.724365
	Iteration 9F: 3 clusters Score -4061006 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4062294.500000 Penalty: 3417.724365
	Iteration 10Q: 3 clusters Score -4062294 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4063115.250000 Penalty: 3417.724365
	Iteration 11Q: 3 clusters Score -4063115 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4063612.250000 Penalty: 3417.724365
	Iteration 12Q: 3 clusters Score -4063612 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4063949.500000 Penalty: 3417.724365
	Iteration 13Q: 3 clusters Score -4063950 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4064210.750000 Penalty: 3417.724365
	Iteration 14Q: 3 clusters Score -4064211 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4064364.250000 Penalty: 3417.724365
	Iteration 15Q: 3 clusters Score -4064364 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4064488.750000 Penalty: 3417.724365
	Iteration 16Q: 3 clusters Score -4064489 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4064585.500000 Penalty: 3417.724365
	Iteration 17Q: 3 clusters Score -4064586 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4064700.750000 Penalty: 3417.724365
	Iteration 18Q: 3 clusters Score -4064701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4064757.000000 Penalty: 3417.724365
	Iteration 19Q: 3 clusters Score -4064757 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4064823.500000 Penalty: 3417.724365
	Iteration 20F: 3 clusters Score -4064824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4064865.250000 Penalty: 3417.724365
	Iteration 21Q: 3 clusters Score -4064865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4064890.500000 Penalty: 3417.724365
	Iteration 22Q: 3 clusters Score -4064890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4064914.750000 Penalty: 3417.724365
	Iteration 23Q: 3 clusters Score -4064915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4064934.250000 Penalty: 3417.724365
	Iteration 24Q: 3 clusters Score -4064934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4064940.500000 Penalty: 3417.724365
	Iteration 25Q: 3 clusters Score -4064940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4064955.250000 Penalty: 3417.724365
	Iteration 26Q: 3 clusters Score -4064955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4064965.750000 Penalty: 3417.724365
	Iteration 27Q: 3 clusters Score -4064966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4064966.250000 Penalty: 3417.724365
	Iteration 28Q: 3 clusters Score -4064966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4064966.500000 Penalty: 3417.724365
	Iteration 29Q: 3 clusters Score -4064966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4064975.500000 Penalty: 3417.724365
	Iteration 30Q: 3 clusters Score -4064976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4064977.500000 Penalty: 3417.724365
	Iteration 31Q: 3 clusters Score -4064978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4064973.000000 Penalty: 3417.724365
	Iteration 32Q: 3 clusters Score -4064973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4064978.750000 Penalty: 3417.724365
	Iteration 33Q: 3 clusters Score -4064979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4064980.500000 Penalty: 3417.724365
	Iteration 34Q: 3 clusters Score -4064980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4064984.000000 Penalty: 3417.724365
	Iteration 35Q: 3 clusters Score -4064984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4064990.000000 Penalty: 3417.724365
	Iteration 36Q: 3 clusters Score -4064990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4064991.500000 Penalty: 3417.724365
	Iteration 37Q: 3 clusters Score -4064992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4064998.750000 Penalty: 3417.724365
	Iteration 38Q: 3 clusters Score -4064999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4064999.250000 Penalty: 3417.724365
	Iteration 39Q: 3 clusters Score -4064999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -4065001.000000 Penalty: 3417.724365
	Iteration 40F: 3 clusters Score -4065001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4064997.000000 Penalty: 3417.724365
	Iteration 41Q: 3 clusters Score -4064997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4064996.500000 Penalty: 3417.724365
	Iteration 42Q: 3 clusters Score -4064996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4064997.750000 Penalty: 3417.724365
	Iteration 43Q: 3 clusters Score -4064998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4065000.000000 Penalty: 3417.724365
	Iteration 44Q: 3 clusters Score -4065000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4065004.250000 Penalty: 3417.724365
	Iteration 45Q: 3 clusters Score -4065004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -4065004.250000 Penalty: 3417.724365
	Iteration 46Q: 3 clusters Score -4065004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4065007.000000 Penalty: 3417.724365
	Iteration 47Q: 3 clusters Score -4065007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -4065007.500000 Penalty: 3417.724365
	Iteration 48Q: 3 clusters Score -4065008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4065012.750000 Penalty: 3417.724365
	Iteration 49Q: 3 clusters Score -4065013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4065016.750000 Penalty: 3417.724365
	Iteration 50Q: 3 clusters Score -4065017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4065019.750000 Penalty: 3417.724365
	Iteration 51Q: 3 clusters Score -4065020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4065019.500000 Penalty: 3417.724365
	Iteration 52Q: 3 clusters Score -4065020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4065018.250000 Penalty: 3417.724365
	Iteration 53Q: 3 clusters Score -4065018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4065018.250000 Penalty: 3417.724365
	Iteration 54F: 3 clusters Score -4065018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -35496.246094 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -35496.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34532.140625 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -34532.14 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34712.250000 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -34712.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34772.449219 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -34772.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34805.164062 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -34805.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34814.957031 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -34814.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34832.980469 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -34832.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34838.378906 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -34838.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34849.242188 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -34849.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34857.242188 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -34857.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34868.382812 Penalty: 1950.459839
	Iteration 9Q: 3 clusters Score -34868.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34872.207031 Penalty: 1950.459839
	Iteration 10Q: 3 clusters Score -34872.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34879.718750 Penalty: 1950.459839
	Iteration 11Q: 3 clusters Score -34879.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34885.722656 Penalty: 1950.459839
	Iteration 12Q: 3 clusters Score -34885.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34885.722656 Penalty: 1950.459839
	Iteration 13F: 3 clusters Score -34885.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Entering Unmasked Estep 
Score: -3443286.000000 Penalty: 1681.864380
	Iteration 0F: 2 clusters Score -3443286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3422274.000000 Penalty: 3363.728760
	Iteration 0F: 3 clusters Score -3422274 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3430500.250000 Penalty: 3363.728760
	Iteration 1F: 3 clusters Score -3430500 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3431149.750000 Penalty: 3363.728760
	Iteration 2Q: 3 clusters Score -3431150 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3431764.250000 Penalty: 3363.728760
	Iteration 3Q: 3 clusters Score -3431764 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3432467.000000 Penalty: 3363.728760
	Iteration 4Q: 3 clusters Score -3432467 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3433337.750000 Penalty: 3363.728760
	Iteration 5F: 3 clusters Score -3433338 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3434460.500000 Penalty: 3363.728760
	Iteration 6F: 3 clusters Score -3434460 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3435692.500000 Penalty: 3363.728760
	Iteration 7F: 3 clusters Score -3435692 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3436763.750000 Penalty: 3363.728760
	Iteration 8F: 3 clusters Score -3436764 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3437335.500000 Penalty: 3363.728760
	Iteration 9Q: 3 clusters Score -3437336 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3437551.500000 Penalty: 3363.728760
	Iteration 10Q: 3 clusters Score -3437552 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3437636.750000 Penalty: 3363.728760
	Iteration 11Q: 3 clusters Score -3437637 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3437680.750000 Penalty: 3363.728760
	Iteration 12Q: 3 clusters Score -3437681 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3437725.250000 Penalty: 3363.728760
	Iteration 13Q: 3 clusters Score -3437725 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3437745.000000 Penalty: 3363.728760
	Iteration 14Q: 3 clusters Score -3437745 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3437767.000000 Penalty: 3363.728760
	Iteration 15Q: 3 clusters Score -3437767 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3437789.000000 Penalty: 3363.728760
	Iteration 16Q: 3 clusters Score -3437789 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3437826.750000 Penalty: 3363.728760
	Iteration 17Q: 3 clusters Score -3437827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3437847.250000 Penalty: 3363.728760
	Iteration 18Q: 3 clusters Score -3437847 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3437864.000000 Penalty: 3363.728760
	Iteration 19Q: 3 clusters Score -3437864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3437871.250000 Penalty: 3363.728760
	Iteration 20F: 3 clusters Score -3437871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3437878.250000 Penalty: 3363.728760
	Iteration 21Q: 3 clusters Score -3437878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3437897.000000 Penalty: 3363.728760
	Iteration 22Q: 3 clusters Score -3437897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3437915.250000 Penalty: 3363.728760
	Iteration 23Q: 3 clusters Score -3437915 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3437918.500000 Penalty: 3363.728760
	Iteration 24Q: 3 clusters Score -3437918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3437921.750000 Penalty: 3363.728760
	Iteration 25Q: 3 clusters Score -3437922 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3437934.000000 Penalty: 3363.728760
	Iteration 26Q: 3 clusters Score -3437934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3437940.750000 Penalty: 3363.728760
	Iteration 27Q: 3 clusters Score -3437941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3437965.500000 Penalty: 3363.728760
	Iteration 28Q: 3 clusters Score -3437966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3437990.000000 Penalty: 3363.728760
	Iteration 29Q: 3 clusters Score -3437990 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3438008.250000 Penalty: 3363.728760
	Iteration 30Q: 3 clusters Score -3438008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3438024.500000 Penalty: 3363.728760
	Iteration 31Q: 3 clusters Score -3438024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3438056.000000 Penalty: 3363.728760
	Iteration 32Q: 3 clusters Score -3438056 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3438085.500000 Penalty: 3363.728760
	Iteration 33Q: 3 clusters Score -3438086 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3438121.250000 Penalty: 3363.728760
	Iteration 34Q: 3 clusters Score -3438121 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3438162.000000 Penalty: 3363.728760
	Iteration 35Q: 3 clusters Score -3438162 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3438205.500000 Penalty: 3363.728760
	Iteration 36Q: 3 clusters Score -3438206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3438238.000000 Penalty: 3363.728760
	Iteration 37Q: 3 clusters Score -3438238 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3438297.500000 Penalty: 3363.728760
	Iteration 38Q: 3 clusters Score -3438298 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3438360.500000 Penalty: 3363.728760
	Iteration 39Q: 3 clusters Score -3438360 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3438419.250000 Penalty: 3363.728760
	Iteration 40F: 3 clusters Score -3438419 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3438507.000000 Penalty: 3363.728760
	Iteration 41Q: 3 clusters Score -3438507 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3438568.750000 Penalty: 3363.728760
	Iteration 42Q: 3 clusters Score -3438569 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3438655.000000 Penalty: 3363.728760
	Iteration 43Q: 3 clusters Score -3438655 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3438739.750000 Penalty: 3363.728760
	Iteration 44Q: 3 clusters Score -3438740 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3438832.750000 Penalty: 3363.728760
	Iteration 45Q: 3 clusters Score -3438833 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3438935.250000 Penalty: 3363.728760
	Iteration 46Q: 3 clusters Score -3438935 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3439026.250000 Penalty: 3363.728760
	Iteration 47Q: 3 clusters Score -3439026 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3439124.750000 Penalty: 3363.728760
	Iteration 48Q: 3 clusters Score -3439125 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3439210.250000 Penalty: 3363.728760
	Iteration 49Q: 3 clusters Score -3439210 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3439312.000000 Penalty: 3363.728760
	Iteration 50Q: 3 clusters Score -3439312 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3439419.250000 Penalty: 3363.728760
	Iteration 51Q: 3 clusters Score -3439419 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3439549.000000 Penalty: 3363.728760
	Iteration 52Q: 3 clusters Score -3439549 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3439650.250000 Penalty: 3363.728760
	Iteration 53Q: 3 clusters Score -3439650 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3439782.250000 Penalty: 3363.728760
	Iteration 54Q: 3 clusters Score -3439782 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3439870.750000 Penalty: 3363.728760
	Iteration 55Q: 3 clusters Score -3439871 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3439962.000000 Penalty: 3363.728760
	Iteration 56Q: 3 clusters Score -3439962 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3440078.250000 Penalty: 3363.728760
	Iteration 57Q: 3 clusters Score -3440078 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3440186.500000 Penalty: 3363.728760
	Iteration 58Q: 3 clusters Score -3440186 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3440285.750000 Penalty: 3363.728760
	Iteration 59Q: 3 clusters Score -3440286 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3440430.500000 Penalty: 3363.728760
	Iteration 60F: 3 clusters Score -3440430 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3440568.250000 Penalty: 3363.728760
	Iteration 61Q: 3 clusters Score -3440568 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3440699.250000 Penalty: 3363.728760
	Iteration 62Q: 3 clusters Score -3440699 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3440850.250000 Penalty: 3363.728760
	Iteration 63Q: 3 clusters Score -3440850 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3441007.500000 Penalty: 3363.728760
	Iteration 64Q: 3 clusters Score -3441008 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3441166.250000 Penalty: 3363.728760
	Iteration 65Q: 3 clusters Score -3441166 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3441309.500000 Penalty: 3363.728760
	Iteration 66Q: 3 clusters Score -3441310 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3441426.500000 Penalty: 3363.728760
	Iteration 67Q: 3 clusters Score -3441426 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3441512.500000 Penalty: 3363.728760
	Iteration 68Q: 3 clusters Score -3441512 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3441618.500000 Penalty: 3363.728760
	Iteration 69Q: 3 clusters Score -3441618 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3441686.000000 Penalty: 3363.728760
	Iteration 70Q: 3 clusters Score -3441686 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3441736.750000 Penalty: 3363.728760
	Iteration 71Q: 3 clusters Score -3441737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3441778.750000 Penalty: 3363.728760
	Iteration 72Q: 3 clusters Score -3441779 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3441813.750000 Penalty: 3363.728760
	Iteration 73Q: 3 clusters Score -3441814 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -3441855.500000 Penalty: 3363.728760
	Iteration 74Q: 3 clusters Score -3441856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3441902.000000 Penalty: 3363.728760
	Iteration 75Q: 3 clusters Score -3441902 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3441922.500000 Penalty: 3363.728760
	Iteration 76Q: 3 clusters Score -3441922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3441945.750000 Penalty: 3363.728760
	Iteration 77Q: 3 clusters Score -3441946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3441966.750000 Penalty: 3363.728760
	Iteration 78Q: 3 clusters Score -3441967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3441989.500000 Penalty: 3363.728760
	Iteration 79Q: 3 clusters Score -3441990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3442009.250000 Penalty: 3363.728760
	Iteration 80F: 3 clusters Score -3442009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3442036.500000 Penalty: 3363.728760
	Iteration 81Q: 3 clusters Score -3442036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3442059.250000 Penalty: 3363.728760
	Iteration 82Q: 3 clusters Score -3442059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3442076.250000 Penalty: 3363.728760
	Iteration 83Q: 3 clusters Score -3442076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3442102.750000 Penalty: 3363.728760
	Iteration 84Q: 3 clusters Score -3442103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3442119.000000 Penalty: 3363.728760
	Iteration 85Q: 3 clusters Score -3442119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3442129.250000 Penalty: 3363.728760
	Iteration 86Q: 3 clusters Score -3442129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3442135.250000 Penalty: 3363.728760
	Iteration 87Q: 3 clusters Score -3442135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3442136.000000 Penalty: 3363.728760
	Iteration 88Q: 3 clusters Score -3442136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3442140.750000 Penalty: 3363.728760
	Iteration 89Q: 3 clusters Score -3442141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3442146.000000 Penalty: 3363.728760
	Iteration 90Q: 3 clusters Score -3442146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3442151.500000 Penalty: 3363.728760
	Iteration 91Q: 3 clusters Score -3442152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3442147.250000 Penalty: 3363.728760
	Iteration 92Q: 3 clusters Score -3442147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3442149.500000 Penalty: 3363.728760
	Iteration 93Q: 3 clusters Score -3442150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3442152.250000 Penalty: 3363.728760
	Iteration 94Q: 3 clusters Score -3442152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3442155.000000 Penalty: 3363.728760
	Iteration 95Q: 3 clusters Score -3442155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3442158.500000 Penalty: 3363.728760
	Iteration 96Q: 3 clusters Score -3442158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3442158.500000 Penalty: 3363.728760
	Iteration 97Q: 3 clusters Score -3442158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3442164.250000 Penalty: 3363.728760
	Iteration 98Q: 3 clusters Score -3442164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3442166.000000 Penalty: 3363.728760
	Iteration 99Q: 3 clusters Score -3442166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3442163.000000 Penalty: 3363.728760
	Iteration 100F: 3 clusters Score -3442163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Entering Unmasked Estep 
Score: -13813663.000000 Penalty: 1908.221558
	Iteration 0F: 2 clusters Score -1.381366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -13729541.000000 Penalty: 3816.443115
	Iteration 0F: 3 clusters Score -1.372954e+07 nChanged 60565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -13764181.000000 Penalty: 3816.443115
	Iteration 1F: 3 clusters Score -1.376418e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -13764700.000000 Penalty: 3816.443115
	Iteration 2Q: 3 clusters Score -1.37647e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -13765197.000000 Penalty: 3816.443115
	Iteration 3Q: 3 clusters Score -1.37652e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -13766109.000000 Penalty: 3816.443115
	Iteration 4Q: 3 clusters Score -1.376611e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -13767071.000000 Penalty: 3816.443115
	Iteration 5Q: 3 clusters Score -1.376707e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -13768713.000000 Penalty: 3816.443115
	Iteration 6Q: 3 clusters Score -1.376871e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -13771687.000000 Penalty: 3816.443115
	Iteration 7Q: 3 clusters Score -1.377169e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -13776812.000000 Penalty: 3816.443115
	Iteration 8F: 3 clusters Score -1.377681e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -13784402.000000 Penalty: 3816.443115
	Iteration 9F: 3 clusters Score -1.37844e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -13793123.000000 Penalty: 3816.443115
	Iteration 10F: 3 clusters Score -1.379312e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -13800422.000000 Penalty: 3816.443115
	Iteration 11F: 3 clusters Score -1.380042e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -13805456.000000 Penalty: 3816.443115
	Iteration 12Q: 3 clusters Score -1.380546e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -13808329.000000 Penalty: 3816.443115
	Iteration 13Q: 3 clusters Score -1.380833e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -13809976.000000 Penalty: 3816.443115
	Iteration 14Q: 3 clusters Score -1.380998e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 123364 members 
Entering Unmasked Estep 
Score: -13810790.000000 Penalty: 3816.443115
	Iteration 15Q: 3 clusters Score -1.381079e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -13811318.000000 Penalty: 3816.443115
	Iteration 16Q: 3 clusters Score -1.381132e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 124492 members 
Entering Unmasked Estep 
Score: -13811609.000000 Penalty: 3816.443115
	Iteration 17Q: 3 clusters Score -1.381161e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -13811760.000000 Penalty: 3816.443115
	Iteration 18Q: 3 clusters Score -1.381176e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 124883 members 
Entering Unmasked Estep 
Score: -13811902.000000 Penalty: 3816.443115
	Iteration 19Q: 3 clusters Score -1.38119e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -13811944.000000 Penalty: 3816.443115
	Iteration 20F: 3 clusters Score -1.381194e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 125065 members 
Entering Unmasked Estep 
Score: -13811994.000000 Penalty: 3816.443115
	Iteration 21Q: 3 clusters Score -1.381199e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -13812040.000000 Penalty: 3816.443115
	Iteration 22Q: 3 clusters Score -1.381204e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -13812052.000000 Penalty: 3816.443115
	Iteration 23Q: 3 clusters Score -1.381205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -13812099.000000 Penalty: 3816.443115
	Iteration 24Q: 3 clusters Score -1.38121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -13812121.000000 Penalty: 3816.443115
	Iteration 25Q: 3 clusters Score -1.381212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -13812133.000000 Penalty: 3816.443115
	Iteration 26Q: 3 clusters Score -1.381213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 125263 members 
Entering Unmasked Estep 
Score: -13812130.000000 Penalty: 3816.443115
	Iteration 27Q: 3 clusters Score -1.381213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -13812142.000000 Penalty: 3816.443115
	Iteration 28Q: 3 clusters Score -1.381214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -13812156.000000 Penalty: 3816.443115
	Iteration 29Q: 3 clusters Score -1.381216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 125293 members 
Entering Unmasked Estep 
Score: -13812169.000000 Penalty: 3816.443115
	Iteration 30Q: 3 clusters Score -1.381217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -13812165.000000 Penalty: 3816.443115
	Iteration 31Q: 3 clusters Score -1.381216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 125301 members 
Entering Unmasked Estep 
Score: -13812166.000000 Penalty: 3816.443115
	Iteration 32Q: 3 clusters Score -1.381217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -13812167.000000 Penalty: 3816.443115
	Iteration 33Q: 3 clusters Score -1.381217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 125307 members 
Entering Unmasked Estep 
Score: -13812163.000000 Penalty: 3816.443115
	Iteration 34Q: 3 clusters Score -1.381216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -13812186.000000 Penalty: 3816.443115
	Iteration 35Q: 3 clusters Score -1.381219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -13812195.000000 Penalty: 3816.443115
	Iteration 36Q: 3 clusters Score -1.38122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 125323 members 
Entering Unmasked Estep 
Score: -13812193.000000 Penalty: 3816.443115
	Iteration 37Q: 3 clusters Score -1.381219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -13812191.000000 Penalty: 3816.443115
	Iteration 38Q: 3 clusters Score -1.381219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 125328 members 
Entering Unmasked Estep 
Score: -13812193.000000 Penalty: 3816.443115
	Iteration 39Q: 3 clusters Score -1.381219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -13812192.000000 Penalty: 3816.443115
	Iteration 40F: 3 clusters Score -1.381219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -13812194.000000 Penalty: 3816.443115
	Iteration 41Q: 3 clusters Score -1.381219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -13812198.000000 Penalty: 3816.443115
	Iteration 42Q: 3 clusters Score -1.38122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -13812198.000000 Penalty: 3816.443115
	Iteration 43Q: 3 clusters Score -1.38122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -13812208.000000 Penalty: 3816.443115
	Iteration 44Q: 3 clusters Score -1.381221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -13812202.000000 Penalty: 3816.443115
	Iteration 45Q: 3 clusters Score -1.38122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -13812202.000000 Penalty: 3816.443115
	Iteration 46Q: 3 clusters Score -1.38122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -13812206.000000 Penalty: 3816.443115
	Iteration 47Q: 3 clusters Score -1.381221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 125334 members 
Entering Unmasked Estep 
Score: -13812203.000000 Penalty: 3816.443115
	Iteration 48Q: 3 clusters Score -1.38122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -13812213.000000 Penalty: 3816.443115
	Iteration 49Q: 3 clusters Score -1.381221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -13812223.000000 Penalty: 3816.443115
	Iteration 50Q: 3 clusters Score -1.381222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -13812223.000000 Penalty: 3816.443115
	Iteration 51Q: 3 clusters Score -1.381222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -13812209.000000 Penalty: 3816.443115
	Iteration 52Q: 3 clusters Score -1.381221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -13812205.000000 Penalty: 3816.443115
	Iteration 53Q: 3 clusters Score -1.38122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -13812205.000000 Penalty: 3816.443115
	Iteration 54F: 3 clusters Score -1.38122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20227.720703 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -20227.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19474.125000 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -19474.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19521.330078 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -19521.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19531.769531 Penalty: 1705.282837
	Iteration 2Q: 3 clusters Score -19531.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19536.501953 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -19536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19536.501953 Penalty: 1705.282837
	Iteration 4F: 3 clusters Score -19536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195248 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50102 members 
Mstep: Class 6 contains 126043 members 
Mstep: Class 7 contains 155344 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17594 members 
Mstep: Class 10 contains 47404 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 74461 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 31172 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36904 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31255 members 
Mstep: Class 23 contains 125857 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862904.000000 Penalty: 49124.660156
Iteration 279Q: 23 clusters Score -9.88629e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195080 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 126064 members 
Mstep: Class 7 contains 155366 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 17595 members 
Mstep: Class 10 contains 47447 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74467 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 31186 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36929 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31278 members 
Mstep: Class 23 contains 125859 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862984.000000 Penalty: 49124.660156
Iteration 280F: 23 clusters Score -9.886298e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194912 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 50141 members 
Mstep: Class 6 contains 126063 members 
Mstep: Class 7 contains 155404 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 47485 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 74485 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 31211 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31299 members 
Mstep: Class 23 contains 125849 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863048.000000 Penalty: 49124.660156
Iteration 281Q: 23 clusters Score -9.886305e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194789 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50158 members 
Mstep: Class 6 contains 126058 members 
Mstep: Class 7 contains 155425 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 17598 members 
Mstep: Class 10 contains 47515 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74490 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5413 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36949 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31316 members 
Mstep: Class 23 contains 125855 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863096.000000 Penalty: 49124.660156
Iteration 282Q: 23 clusters Score -9.88631e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194659 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50165 members 
Mstep: Class 6 contains 126057 members 
Mstep: Class 7 contains 155479 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 17602 members 
Mstep: Class 10 contains 47539 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74502 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5415 members 
Mstep: Class 16 contains 31242 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36953 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31327 members 
Mstep: Class 23 contains 125851 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863104.000000 Penalty: 49124.660156
Iteration 283Q: 23 clusters Score -9.88631e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194534 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50175 members 
Mstep: Class 6 contains 126059 members 
Mstep: Class 7 contains 155514 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 17607 members 
Mstep: Class 10 contains 47567 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74512 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 31259 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36961 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 23 contains 125848 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863000.000000 Penalty: 49124.660156
Iteration 284Q: 23 clusters Score -9.8863e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194402 members 
Mstep: Class 2 contains 14024 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 126065 members 
Mstep: Class 7 contains 155593 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17610 members 
Mstep: Class 10 contains 47588 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74523 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 31265 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36963 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31336 members 
Mstep: Class 23 contains 125840 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863064.000000 Penalty: 49124.660156
Iteration 285Q: 23 clusters Score -9.886306e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194297 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50192 members 
Mstep: Class 6 contains 126058 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 17618 members 
Mstep: Class 10 contains 47612 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74538 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 31280 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36973 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 23 contains 125832 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862960.000000 Penalty: 49124.660156
Iteration 286Q: 23 clusters Score -9.886296e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194195 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 126057 members 
Mstep: Class 7 contains 155655 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 47638 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 74564 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 31307 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36967 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 23 contains 125814 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98862872.000000 Penalty: 49124.660156
Iteration 287Q: 23 clusters Score -9.886287e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194065 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50182 members 
Mstep: Class 6 contains 126059 members 
Mstep: Class 7 contains 155709 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 47669 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74574 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 31323 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36965 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31378 members 
Mstep: Class 23 contains 125805 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863072.000000 Penalty: 49124.660156
Iteration 288Q: 23 clusters Score -9.886307e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193921 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50174 members 
Mstep: Class 6 contains 126062 members 
Mstep: Class 7 contains 155760 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 47704 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74590 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5415 members 
Mstep: Class 16 contains 31342 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36976 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31392 members 
Mstep: Class 23 contains 125807 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863032.000000 Penalty: 49124.660156
Iteration 289Q: 23 clusters Score -9.886303e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193784 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50175 members 
Mstep: Class 6 contains 126065 members 
Mstep: Class 7 contains 155822 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17646 members 
Mstep: Class 10 contains 47727 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 74616 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 31358 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 36974 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 23 contains 125807 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863160.000000 Penalty: 49124.660156
Iteration 290Q: 23 clusters Score -9.886316e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193688 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50170 members 
Mstep: Class 6 contains 126056 members 
Mstep: Class 7 contains 155827 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17644 members 
Mstep: Class 10 contains 47761 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 74646 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5408 members 
Mstep: Class 16 contains 31383 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 36981 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31426 members 
Mstep: Class 23 contains 125802 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863296.000000 Penalty: 49124.660156
Iteration 291Q: 23 clusters Score -9.88633e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193599 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50162 members 
Mstep: Class 6 contains 126052 members 
Mstep: Class 7 contains 155856 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17633 members 
Mstep: Class 10 contains 47782 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74674 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5407 members 
Mstep: Class 16 contains 31405 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36981 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31448 members 
Mstep: Class 23 contains 125794 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863240.000000 Penalty: 49124.660156
Iteration 292Q: 23 clusters Score -9.886324e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193525 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 126058 members 
Mstep: Class 7 contains 155871 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 47805 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 74696 members 
Mstep: Class 13 contains 2874 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5407 members 
Mstep: Class 16 contains 31424 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36976 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31462 members 
Mstep: Class 23 contains 125785 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863304.000000 Penalty: 49124.660156
Iteration 293Q: 23 clusters Score -9.88633e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193443 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50162 members 
Mstep: Class 6 contains 126072 members 
Mstep: Class 7 contains 155879 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17620 members 
Mstep: Class 10 contains 47821 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 74718 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 31442 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36973 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31478 members 
Mstep: Class 23 contains 125780 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863368.000000 Penalty: 49124.660156
Iteration 294Q: 23 clusters Score -9.886337e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193369 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50161 members 
Mstep: Class 6 contains 126090 members 
Mstep: Class 7 contains 155901 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17612 members 
Mstep: Class 10 contains 47836 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 74733 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 31463 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36964 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31480 members 
Mstep: Class 23 contains 125779 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863560.000000 Penalty: 49124.660156
Iteration 295Q: 23 clusters Score -9.886356e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 14008 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50158 members 
Mstep: Class 6 contains 126100 members 
Mstep: Class 7 contains 155910 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17598 members 
Mstep: Class 10 contains 47865 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 74755 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 31488 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36961 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31482 members 
Mstep: Class 23 contains 125792 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863424.000000 Penalty: 49124.660156
Iteration 296Q: 23 clusters Score -9.886342e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50166 members 
Mstep: Class 6 contains 126108 members 
Mstep: Class 7 contains 155927 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17593 members 
Mstep: Class 10 contains 47890 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 74769 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 31502 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36956 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31492 members 
Mstep: Class 23 contains 125793 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863336.000000 Penalty: 49124.660156
Iteration 297Q: 23 clusters Score -9.886334e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193089 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50167 members 
Mstep: Class 6 contains 126118 members 
Mstep: Class 7 contains 155956 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17587 members 
Mstep: Class 10 contains 47923 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 74776 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5407 members 
Mstep: Class 16 contains 31514 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36957 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31499 members 
Mstep: Class 23 contains 125795 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863272.000000 Penalty: 49124.660156
Iteration 298Q: 23 clusters Score -9.886327e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192990 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50161 members 
Mstep: Class 6 contains 126136 members 
Mstep: Class 7 contains 155974 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17586 members 
Mstep: Class 10 contains 47952 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 74788 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5404 members 
Mstep: Class 16 contains 31539 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36958 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31508 members 
Mstep: Class 23 contains 125791 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863328.000000 Penalty: 49124.660156
Iteration 299Q: 23 clusters Score -9.886333e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192904 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 126152 members 
Mstep: Class 7 contains 155984 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17580 members 
Mstep: Class 10 contains 47970 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 74804 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 31558 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36961 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31521 members 
Mstep: Class 23 contains 125795 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863264.000000 Penalty: 49124.660156
Iteration 300F: 23 clusters Score -9.886326e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192825 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50156 members 
Mstep: Class 6 contains 126162 members 
Mstep: Class 7 contains 155986 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17575 members 
Mstep: Class 10 contains 47990 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 74829 members 
Mstep: Class 13 contains 2878 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 31577 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36968 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31528 members 
Mstep: Class 23 contains 125794 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863224.000000 Penalty: 49124.660156
Iteration 301Q: 23 clusters Score -9.886322e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192731 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50152 members 
Mstep: Class 6 contains 126166 members 
Mstep: Class 7 contains 156012 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17569 members 
Mstep: Class 10 contains 48009 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 74851 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5400 members 
Mstep: Class 16 contains 31598 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36966 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31539 members 
Mstep: Class 23 contains 125791 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863368.000000 Penalty: 49124.660156
Iteration 302Q: 23 clusters Score -9.886337e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192653 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 126177 members 
Mstep: Class 7 contains 156030 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 48028 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 74866 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5400 members 
Mstep: Class 16 contains 31614 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36959 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31549 members 
Mstep: Class 23 contains 125790 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863504.000000 Penalty: 49124.660156
Iteration 303Q: 23 clusters Score -9.88635e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192557 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50154 members 
Mstep: Class 6 contains 126190 members 
Mstep: Class 7 contains 156068 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 48048 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 74877 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 31632 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 36959 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31558 members 
Mstep: Class 23 contains 125792 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863408.000000 Penalty: 49124.660156
Iteration 304Q: 23 clusters Score -9.886341e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192436 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50148 members 
Mstep: Class 6 contains 126216 members 
Mstep: Class 7 contains 156119 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17550 members 
Mstep: Class 10 contains 48073 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 74890 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 31647 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 36957 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31571 members 
Mstep: Class 23 contains 125785 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863240.000000 Penalty: 49124.660156
Iteration 305Q: 23 clusters Score -9.886324e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192324 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 3021 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50134 members 
Mstep: Class 6 contains 126220 members 
Mstep: Class 7 contains 156168 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 17566 members 
Mstep: Class 10 contains 48097 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 74902 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 31660 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36954 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31577 members 
Mstep: Class 23 contains 125785 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863168.000000 Penalty: 49124.660156
Iteration 306Q: 23 clusters Score -9.886317e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192190 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 126219 members 
Mstep: Class 7 contains 156236 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 10 contains 48132 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 74903 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 31670 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36959 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31584 members 
Mstep: Class 23 contains 125782 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863352.000000 Penalty: 49124.660156
Iteration 307Q: 23 clusters Score -9.886335e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 192061 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50132 members 
Mstep: Class 6 contains 126228 members 
Mstep: Class 7 contains 156270 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17593 members 
Mstep: Class 10 contains 48159 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74908 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 31675 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36963 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31600 members 
Mstep: Class 23 contains 125792 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863344.000000 Penalty: 49124.660156
Iteration 308Q: 23 clusters Score -9.886334e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191956 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50135 members 
Mstep: Class 6 contains 126234 members 
Mstep: Class 7 contains 156318 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17596 members 
Mstep: Class 10 contains 48181 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 74913 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 31675 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36963 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31611 members 
Mstep: Class 23 contains 125798 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863384.000000 Penalty: 49124.660156
Iteration 309Q: 23 clusters Score -9.886338e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191823 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50136 members 
Mstep: Class 6 contains 126240 members 
Mstep: Class 7 contains 156378 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17610 members 
Mstep: Class 10 contains 48201 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74917 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 31676 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36970 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31621 members 
Mstep: Class 23 contains 125808 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863232.000000 Penalty: 49124.660156
Iteration 310Q: 23 clusters Score -9.886323e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191697 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50136 members 
Mstep: Class 6 contains 126255 members 
Mstep: Class 7 contains 156418 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 17622 members 
Mstep: Class 10 contains 48220 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74926 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 31678 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36975 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31637 members 
Mstep: Class 23 contains 125809 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863184.000000 Penalty: 49124.660156
Iteration 311Q: 23 clusters Score -9.886318e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191528 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50129 members 
Mstep: Class 6 contains 126265 members 
Mstep: Class 7 contains 156480 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 48257 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74942 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 31681 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36983 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31653 members 
Mstep: Class 23 contains 125818 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863288.000000 Penalty: 49124.660156
Iteration 312Q: 23 clusters Score -9.886329e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191385 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50126 members 
Mstep: Class 6 contains 126274 members 
Mstep: Class 7 contains 156529 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 17650 members 
Mstep: Class 10 contains 48293 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74955 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 31690 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36984 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 31667 members 
Mstep: Class 23 contains 125816 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863288.000000 Penalty: 49124.660156
Iteration 313Q: 23 clusters Score -9.886329e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191245 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50132 members 
Mstep: Class 6 contains 126276 members 
Mstep: Class 7 contains 156587 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 17665 members 
Mstep: Class 10 contains 48325 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74962 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 31700 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36990 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31684 members 
Mstep: Class 23 contains 125811 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863232.000000 Penalty: 49124.660156
Iteration 314Q: 23 clusters Score -9.886323e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 191090 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50137 members 
Mstep: Class 6 contains 126288 members 
Mstep: Class 7 contains 156649 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17679 members 
Mstep: Class 10 contains 48358 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74971 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 31714 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36989 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31695 members 
Mstep: Class 23 contains 125810 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863288.000000 Penalty: 49124.660156
Iteration 315Q: 23 clusters Score -9.886329e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190901 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50145 members 
Mstep: Class 6 contains 126296 members 
Mstep: Class 7 contains 156733 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 48393 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 74983 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 31721 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36998 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31711 members 
Mstep: Class 23 contains 125812 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863168.000000 Penalty: 49124.660156
Iteration 316Q: 23 clusters Score -9.886317e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 13987 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50147 members 
Mstep: Class 6 contains 126301 members 
Mstep: Class 7 contains 156798 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 17703 members 
Mstep: Class 10 contains 48431 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 74997 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 31723 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 37008 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31726 members 
Mstep: Class 23 contains 125814 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863320.000000 Penalty: 49124.660156
Iteration 317Q: 23 clusters Score -9.886332e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190589 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50139 members 
Mstep: Class 6 contains 126319 members 
Mstep: Class 7 contains 156855 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 17723 members 
Mstep: Class 10 contains 48463 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75021 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 31723 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 37005 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31744 members 
Mstep: Class 23 contains 125811 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863448.000000 Penalty: 49124.660156
Iteration 318Q: 23 clusters Score -9.886345e+07 nChanged 400
Entering ConstructFrom: 
Score: -98863448.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (190483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190483 members 
Entering Unmasked Estep 
Score: -20507712.000000 Penalty: 1975.564209
	Iteration 0F: 2 clusters Score -2.050771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -20391618.000000 Penalty: 3951.128418
	Iteration 0F: 3 clusters Score -2.039162e+07 nChanged 92069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -20446676.000000 Penalty: 3951.128418
	Iteration 1F: 3 clusters Score -2.044668e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -20448548.000000 Penalty: 3951.128418
	Iteration 2Q: 3 clusters Score -2.044855e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -20451988.000000 Penalty: 3951.128418
	Iteration 3Q: 3 clusters Score -2.045199e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -20457976.000000 Penalty: 3951.128418
	Iteration 4F: 3 clusters Score -2.045798e+07 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -20467754.000000 Penalty: 3951.128418
	Iteration 5F: 3 clusters Score -2.046775e+07 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -20480328.000000 Penalty: 3951.128418
	Iteration 6F: 3 clusters Score -2.048033e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150572 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -20491490.000000 Penalty: 3951.128418
	Iteration 7F: 3 clusters Score -2.049149e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -20499912.000000 Penalty: 3951.128418
	Iteration 8F: 3 clusters Score -2.049991e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -20505850.000000 Penalty: 3951.128418
	Iteration 9Q: 3 clusters Score -2.050585e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -20507760.000000 Penalty: 3951.128418
	Iteration 10Q: 3 clusters Score -2.050776e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -20508162.000000 Penalty: 3951.128418
	Iteration 11Q: 3 clusters Score -2.050816e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175105 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -20508360.000000 Penalty: 3951.128418
	Iteration 12Q: 3 clusters Score -2.050836e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176906 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -20508164.000000 Penalty: 3951.128418
	Iteration 13Q: 3 clusters Score -2.050816e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -20508010.000000 Penalty: 3951.128418
	Iteration 14Q: 3 clusters Score -2.050801e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179700 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -20507672.000000 Penalty: 3951.128418
	Iteration 15Q: 3 clusters Score -2.050767e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180801 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -20507542.000000 Penalty: 3951.128418
	Iteration 16Q: 3 clusters Score -2.050754e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181746 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -20507382.000000 Penalty: 3951.128418
	Iteration 17Q: 3 clusters Score -2.050738e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182572 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 3951.128418
	Iteration 18Q: 3 clusters Score -2.050732e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -20507254.000000 Penalty: 3951.128418
	Iteration 19Q: 3 clusters Score -2.050725e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -20507062.000000 Penalty: 3951.128418
	Iteration 20F: 3 clusters Score -2.050706e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -20506922.000000 Penalty: 3951.128418
	Iteration 21Q: 3 clusters Score -2.050692e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -20506834.000000 Penalty: 3951.128418
	Iteration 22Q: 3 clusters Score -2.050683e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185547 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -20506834.000000 Penalty: 3951.128418
	Iteration 23Q: 3 clusters Score -2.050683e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185953 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -20506814.000000 Penalty: 3951.128418
	Iteration 24Q: 3 clusters Score -2.050681e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186323 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20506792.000000 Penalty: 3951.128418
	Iteration 25Q: 3 clusters Score -2.050679e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186629 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -20506764.000000 Penalty: 3951.128418
	Iteration 26Q: 3 clusters Score -2.050676e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186920 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -20506804.000000 Penalty: 3951.128418
	Iteration 27Q: 3 clusters Score -2.05068e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187172 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -20506804.000000 Penalty: 3951.128418
	Iteration 28Q: 3 clusters Score -2.05068e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187403 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -20506712.000000 Penalty: 3951.128418
	Iteration 29Q: 3 clusters Score -2.050671e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -20506706.000000 Penalty: 3951.128418
	Iteration 30Q: 3 clusters Score -2.050671e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187794 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -20506662.000000 Penalty: 3951.128418
	Iteration 31Q: 3 clusters Score -2.050666e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187974 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -20506602.000000 Penalty: 3951.128418
	Iteration 32Q: 3 clusters Score -2.05066e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20506580.000000 Penalty: 3951.128418
	Iteration 33Q: 3 clusters Score -2.050658e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188275 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -20506544.000000 Penalty: 3951.128418
	Iteration 34Q: 3 clusters Score -2.050654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188398 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -20506512.000000 Penalty: 3951.128418
	Iteration 35Q: 3 clusters Score -2.050651e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -20506562.000000 Penalty: 3951.128418
	Iteration 36Q: 3 clusters Score -2.050656e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188620 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -20506538.000000 Penalty: 3951.128418
	Iteration 37Q: 3 clusters Score -2.050654e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188699 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20506506.000000 Penalty: 3951.128418
	Iteration 38Q: 3 clusters Score -2.050651e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188785 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20506476.000000 Penalty: 3951.128418
	Iteration 39Q: 3 clusters Score -2.050648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188869 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20506464.000000 Penalty: 3951.128418
	Iteration 40F: 3 clusters Score -2.050646e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188947 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -20506418.000000 Penalty: 3951.128418
	Iteration 41Q: 3 clusters Score -2.050642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189008 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20506412.000000 Penalty: 3951.128418
	Iteration 42Q: 3 clusters Score -2.050641e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189074 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -20506408.000000 Penalty: 3951.128418
	Iteration 43Q: 3 clusters Score -2.050641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189127 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20506376.000000 Penalty: 3951.128418
	Iteration 44Q: 3 clusters Score -2.050638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189185 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20506406.000000 Penalty: 3951.128418
	Iteration 45Q: 3 clusters Score -2.050641e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189238 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20506380.000000 Penalty: 3951.128418
	Iteration 46Q: 3 clusters Score -2.050638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20506364.000000 Penalty: 3951.128418
	Iteration 47Q: 3 clusters Score -2.050636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189325 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20506360.000000 Penalty: 3951.128418
	Iteration 48Q: 3 clusters Score -2.050636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20506368.000000 Penalty: 3951.128418
	Iteration 49Q: 3 clusters Score -2.050637e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20506356.000000 Penalty: 3951.128418
	Iteration 50Q: 3 clusters Score -2.050636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189425 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20506394.000000 Penalty: 3951.128418
	Iteration 51Q: 3 clusters Score -2.050639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189461 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20506390.000000 Penalty: 3951.128418
	Iteration 52Q: 3 clusters Score -2.050639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189494 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20506384.000000 Penalty: 3951.128418
	Iteration 53Q: 3 clusters Score -2.050638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20506390.000000 Penalty: 3951.128418
	Iteration 54Q: 3 clusters Score -2.050639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189543 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20506392.000000 Penalty: 3951.128418
	Iteration 55Q: 3 clusters Score -2.050639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189566 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20506366.000000 Penalty: 3951.128418
	Iteration 56Q: 3 clusters Score -2.050637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189580 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20506396.000000 Penalty: 3951.128418
	Iteration 57Q: 3 clusters Score -2.05064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189593 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20506368.000000 Penalty: 3951.128418
	Iteration 58Q: 3 clusters Score -2.050637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189607 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20506392.000000 Penalty: 3951.128418
	Iteration 59Q: 3 clusters Score -2.050639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189626 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -20506362.000000 Penalty: 3951.128418
	Iteration 60F: 3 clusters Score -2.050636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -20506356.000000 Penalty: 3951.128418
	Iteration 61Q: 3 clusters Score -2.050636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189655 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20506356.000000 Penalty: 3951.128418
	Iteration 62Q: 3 clusters Score -2.050636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189671 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -20506354.000000 Penalty: 3951.128418
	Iteration 63Q: 3 clusters Score -2.050635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189684 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -20506358.000000 Penalty: 3951.128418
	Iteration 64Q: 3 clusters Score -2.050636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189695 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -20506348.000000 Penalty: 3951.128418
	Iteration 65Q: 3 clusters Score -2.050635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189700 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -20506338.000000 Penalty: 3951.128418
	Iteration 66Q: 3 clusters Score -2.050634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189702 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -20506332.000000 Penalty: 3951.128418
	Iteration 67Q: 3 clusters Score -2.050633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -20506338.000000 Penalty: 3951.128418
	Iteration 68Q: 3 clusters Score -2.050634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189713 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -20506340.000000 Penalty: 3951.128418
	Iteration 69Q: 3 clusters Score -2.050634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189716 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20506346.000000 Penalty: 3951.128418
	Iteration 70Q: 3 clusters Score -2.050635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20506338.000000 Penalty: 3951.128418
	Iteration 71Q: 3 clusters Score -2.050634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20506338.000000 Penalty: 3951.128418
	Iteration 72F: 3 clusters Score -2.050634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Entering Unmasked Estep 
Score: -1548513.750000 Penalty: 1551.089844
	Iteration 0F: 2 clusters Score -1548514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1538775.000000 Penalty: 3102.179688
	Iteration 0F: 3 clusters Score -1538775 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1542161.500000 Penalty: 3102.179688
	Iteration 1F: 3 clusters Score -1542162 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1542495.500000 Penalty: 3102.179688
	Iteration 2F: 3 clusters Score -1542496 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1542748.125000 Penalty: 3102.179688
	Iteration 3Q: 3 clusters Score -1542748 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1542984.500000 Penalty: 3102.179688
	Iteration 4Q: 3 clusters Score -1542984 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1543229.000000 Penalty: 3102.179688
	Iteration 5Q: 3 clusters Score -1543229 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1543558.750000 Penalty: 3102.179688
	Iteration 6Q: 3 clusters Score -1543559 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1543956.750000 Penalty: 3102.179688
	Iteration 7Q: 3 clusters Score -1543957 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1544375.250000 Penalty: 3102.179688
	Iteration 8Q: 3 clusters Score -1544375 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1544822.500000 Penalty: 3102.179688
	Iteration 9F: 3 clusters Score -1544822 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1545257.125000 Penalty: 3102.179688
	Iteration 10F: 3 clusters Score -1545257 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1545602.375000 Penalty: 3102.179688
	Iteration 11Q: 3 clusters Score -1545602 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1545826.375000 Penalty: 3102.179688
	Iteration 12Q: 3 clusters Score -1545826 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1545955.500000 Penalty: 3102.179688
	Iteration 13Q: 3 clusters Score -1545956 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1546039.375000 Penalty: 3102.179688
	Iteration 14Q: 3 clusters Score -1546039 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1546086.375000 Penalty: 3102.179688
	Iteration 15Q: 3 clusters Score -1546086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1546125.625000 Penalty: 3102.179688
	Iteration 16Q: 3 clusters Score -1546126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1546148.625000 Penalty: 3102.179688
	Iteration 17Q: 3 clusters Score -1546149 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1546162.250000 Penalty: 3102.179688
	Iteration 18Q: 3 clusters Score -1546162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1546170.375000 Penalty: 3102.179688
	Iteration 19Q: 3 clusters Score -1546170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1546182.375000 Penalty: 3102.179688
	Iteration 20F: 3 clusters Score -1546182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1546195.000000 Penalty: 3102.179688
	Iteration 21Q: 3 clusters Score -1546195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1546203.625000 Penalty: 3102.179688
	Iteration 22Q: 3 clusters Score -1546204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1546216.000000 Penalty: 3102.179688
	Iteration 23Q: 3 clusters Score -1546216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1546220.000000 Penalty: 3102.179688
	Iteration 24Q: 3 clusters Score -1546220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1546229.500000 Penalty: 3102.179688
	Iteration 25Q: 3 clusters Score -1546230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1546238.625000 Penalty: 3102.179688
	Iteration 26Q: 3 clusters Score -1546239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1546244.875000 Penalty: 3102.179688
	Iteration 27Q: 3 clusters Score -1546245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1546249.250000 Penalty: 3102.179688
	Iteration 28Q: 3 clusters Score -1546249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1546260.000000 Penalty: 3102.179688
	Iteration 29Q: 3 clusters Score -1546260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1546267.250000 Penalty: 3102.179688
	Iteration 30Q: 3 clusters Score -1546267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1546274.875000 Penalty: 3102.179688
	Iteration 31Q: 3 clusters Score -1546275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1546284.125000 Penalty: 3102.179688
	Iteration 32Q: 3 clusters Score -1546284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1546280.125000 Penalty: 3102.179688
	Iteration 33Q: 3 clusters Score -1546280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1546288.750000 Penalty: 3102.179688
	Iteration 34Q: 3 clusters Score -1546289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1546293.875000 Penalty: 3102.179688
	Iteration 35Q: 3 clusters Score -1546294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1546302.000000 Penalty: 3102.179688
	Iteration 36Q: 3 clusters Score -1546302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1546310.625000 Penalty: 3102.179688
	Iteration 37Q: 3 clusters Score -1546311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1546318.625000 Penalty: 3102.179688
	Iteration 38Q: 3 clusters Score -1546319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1546330.500000 Penalty: 3102.179688
	Iteration 39Q: 3 clusters Score -1546330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1546333.375000 Penalty: 3102.179688
	Iteration 40F: 3 clusters Score -1546333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1546343.250000 Penalty: 3102.179688
	Iteration 41Q: 3 clusters Score -1546343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1546343.625000 Penalty: 3102.179688
	Iteration 42Q: 3 clusters Score -1546344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1546351.625000 Penalty: 3102.179688
	Iteration 43Q: 3 clusters Score -1546352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1546360.125000 Penalty: 3102.179688
	Iteration 44Q: 3 clusters Score -1546360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1546363.500000 Penalty: 3102.179688
	Iteration 45Q: 3 clusters Score -1546364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1546375.250000 Penalty: 3102.179688
	Iteration 46Q: 3 clusters Score -1546375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1546383.125000 Penalty: 3102.179688
	Iteration 47Q: 3 clusters Score -1546383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1546403.250000 Penalty: 3102.179688
	Iteration 48Q: 3 clusters Score -1546403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1546404.875000 Penalty: 3102.179688
	Iteration 49Q: 3 clusters Score -1546405 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1546416.500000 Penalty: 3102.179688
	Iteration 50Q: 3 clusters Score -1546416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1546432.750000 Penalty: 3102.179688
	Iteration 51Q: 3 clusters Score -1546433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1546443.875000 Penalty: 3102.179688
	Iteration 52Q: 3 clusters Score -1546444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1546446.000000 Penalty: 3102.179688
	Iteration 53Q: 3 clusters Score -1546446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1546458.125000 Penalty: 3102.179688
	Iteration 54Q: 3 clusters Score -1546458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1546467.250000 Penalty: 3102.179688
	Iteration 55Q: 3 clusters Score -1546467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1546474.625000 Penalty: 3102.179688
	Iteration 56Q: 3 clusters Score -1546475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1546480.000000 Penalty: 3102.179688
	Iteration 57Q: 3 clusters Score -1546480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1546484.750000 Penalty: 3102.179688
	Iteration 58Q: 3 clusters Score -1546485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1546497.000000 Penalty: 3102.179688
	Iteration 59Q: 3 clusters Score -1546497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1546500.125000 Penalty: 3102.179688
	Iteration 60F: 3 clusters Score -1546500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1546507.375000 Penalty: 3102.179688
	Iteration 61Q: 3 clusters Score -1546507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1546511.625000 Penalty: 3102.179688
	Iteration 62Q: 3 clusters Score -1546512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1546521.750000 Penalty: 3102.179688
	Iteration 63Q: 3 clusters Score -1546522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1546532.375000 Penalty: 3102.179688
	Iteration 64Q: 3 clusters Score -1546532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1546535.875000 Penalty: 3102.179688
	Iteration 65Q: 3 clusters Score -1546536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1546545.250000 Penalty: 3102.179688
	Iteration 66Q: 3 clusters Score -1546545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1546553.500000 Penalty: 3102.179688
	Iteration 67Q: 3 clusters Score -1546554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1546566.000000 Penalty: 3102.179688
	Iteration 68Q: 3 clusters Score -1546566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1546572.875000 Penalty: 3102.179688
	Iteration 69Q: 3 clusters Score -1546573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1546578.750000 Penalty: 3102.179688
	Iteration 70Q: 3 clusters Score -1546579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1546590.750000 Penalty: 3102.179688
	Iteration 71Q: 3 clusters Score -1546591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1546602.125000 Penalty: 3102.179688
	Iteration 72Q: 3 clusters Score -1546602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1546609.875000 Penalty: 3102.179688
	Iteration 73Q: 3 clusters Score -1546610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1546613.375000 Penalty: 3102.179688
	Iteration 74Q: 3 clusters Score -1546613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1546627.125000 Penalty: 3102.179688
	Iteration 75Q: 3 clusters Score -1546627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1546635.250000 Penalty: 3102.179688
	Iteration 76Q: 3 clusters Score -1546635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1546643.625000 Penalty: 3102.179688
	Iteration 77Q: 3 clusters Score -1546644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1546655.500000 Penalty: 3102.179688
	Iteration 78Q: 3 clusters Score -1546656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1546668.875000 Penalty: 3102.179688
	Iteration 79Q: 3 clusters Score -1546669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1546680.375000 Penalty: 3102.179688
	Iteration 80F: 3 clusters Score -1546680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1546694.250000 Penalty: 3102.179688
	Iteration 81Q: 3 clusters Score -1546694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1546714.375000 Penalty: 3102.179688
	Iteration 82Q: 3 clusters Score -1546714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1546726.500000 Penalty: 3102.179688
	Iteration 83Q: 3 clusters Score -1546726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1546746.375000 Penalty: 3102.179688
	Iteration 84Q: 3 clusters Score -1546746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1546765.875000 Penalty: 3102.179688
	Iteration 85Q: 3 clusters Score -1546766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1546785.625000 Penalty: 3102.179688
	Iteration 86Q: 3 clusters Score -1546786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1546795.250000 Penalty: 3102.179688
	Iteration 87Q: 3 clusters Score -1546795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1546814.125000 Penalty: 3102.179688
	Iteration 88Q: 3 clusters Score -1546814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1546823.875000 Penalty: 3102.179688
	Iteration 89Q: 3 clusters Score -1546824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1546833.500000 Penalty: 3102.179688
	Iteration 90Q: 3 clusters Score -1546834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1546848.625000 Penalty: 3102.179688
	Iteration 91Q: 3 clusters Score -1546849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1546855.750000 Penalty: 3102.179688
	Iteration 92Q: 3 clusters Score -1546856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1546864.500000 Penalty: 3102.179688
	Iteration 93Q: 3 clusters Score -1546864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1546876.375000 Penalty: 3102.179688
	Iteration 94Q: 3 clusters Score -1546876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1546879.500000 Penalty: 3102.179688
	Iteration 95Q: 3 clusters Score -1546880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1546889.750000 Penalty: 3102.179688
	Iteration 96Q: 3 clusters Score -1546890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1546901.625000 Penalty: 3102.179688
	Iteration 97Q: 3 clusters Score -1546902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1546912.125000 Penalty: 3102.179688
	Iteration 98Q: 3 clusters Score -1546912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1546925.125000 Penalty: 3102.179688
	Iteration 99Q: 3 clusters Score -1546925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1546932.875000 Penalty: 3102.179688
	Iteration 100F: 3 clusters Score -1546933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1546938.750000 Penalty: 3102.179688
	Iteration 101Q: 3 clusters Score -1546939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1546947.875000 Penalty: 3102.179688
	Iteration 102Q: 3 clusters Score -1546948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1546954.625000 Penalty: 3102.179688
	Iteration 103Q: 3 clusters Score -1546955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1546960.625000 Penalty: 3102.179688
	Iteration 104Q: 3 clusters Score -1546961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1546965.625000 Penalty: 3102.179688
	Iteration 105Q: 3 clusters Score -1546966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1546974.375000 Penalty: 3102.179688
	Iteration 106Q: 3 clusters Score -1546974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1546978.000000 Penalty: 3102.179688
	Iteration 107Q: 3 clusters Score -1546978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1546983.375000 Penalty: 3102.179688
	Iteration 108Q: 3 clusters Score -1546983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1546994.250000 Penalty: 3102.179688
	Iteration 109Q: 3 clusters Score -1546994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1547005.750000 Penalty: 3102.179688
	Iteration 110Q: 3 clusters Score -1547006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1547013.500000 Penalty: 3102.179688
	Iteration 111Q: 3 clusters Score -1547014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1547020.000000 Penalty: 3102.179688
	Iteration 112Q: 3 clusters Score -1547020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1547025.125000 Penalty: 3102.179688
	Iteration 113Q: 3 clusters Score -1547025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1547035.125000 Penalty: 3102.179688
	Iteration 114Q: 3 clusters Score -1547035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1547041.750000 Penalty: 3102.179688
	Iteration 115Q: 3 clusters Score -1547042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1547049.000000 Penalty: 3102.179688
	Iteration 116Q: 3 clusters Score -1547049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1547061.000000 Penalty: 3102.179688
	Iteration 117Q: 3 clusters Score -1547061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1547071.250000 Penalty: 3102.179688
	Iteration 118Q: 3 clusters Score -1547071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1547076.125000 Penalty: 3102.179688
	Iteration 119Q: 3 clusters Score -1547076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1547086.375000 Penalty: 3102.179688
	Iteration 120F: 3 clusters Score -1547086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1547094.375000 Penalty: 3102.179688
	Iteration 121Q: 3 clusters Score -1547094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1547103.875000 Penalty: 3102.179688
	Iteration 122Q: 3 clusters Score -1547104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1547110.375000 Penalty: 3102.179688
	Iteration 123Q: 3 clusters Score -1547110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1547117.750000 Penalty: 3102.179688
	Iteration 124Q: 3 clusters Score -1547118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1547121.250000 Penalty: 3102.179688
	Iteration 125Q: 3 clusters Score -1547121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1547129.000000 Penalty: 3102.179688
	Iteration 126Q: 3 clusters Score -1547129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1547127.875000 Penalty: 3102.179688
	Iteration 127Q: 3 clusters Score -1547128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1547131.750000 Penalty: 3102.179688
	Iteration 128Q: 3 clusters Score -1547132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1547136.250000 Penalty: 3102.179688
	Iteration 129Q: 3 clusters Score -1547136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1547137.000000 Penalty: 3102.179688
	Iteration 130Q: 3 clusters Score -1547137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1547138.500000 Penalty: 3102.179688
	Iteration 131Q: 3 clusters Score -1547138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1547136.375000 Penalty: 3102.179688
	Iteration 132Q: 3 clusters Score -1547136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1547139.875000 Penalty: 3102.179688
	Iteration 133Q: 3 clusters Score -1547140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1547142.500000 Penalty: 3102.179688
	Iteration 134Q: 3 clusters Score -1547142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1547143.125000 Penalty: 3102.179688
	Iteration 135Q: 3 clusters Score -1547143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1547142.625000 Penalty: 3102.179688
	Iteration 136Q: 3 clusters Score -1547143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1547145.375000 Penalty: 3102.179688
	Iteration 137Q: 3 clusters Score -1547145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1547147.125000 Penalty: 3102.179688
	Iteration 138Q: 3 clusters Score -1547147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1547149.125000 Penalty: 3102.179688
	Iteration 139Q: 3 clusters Score -1547149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1547149.750000 Penalty: 3102.179688
	Iteration 140F: 3 clusters Score -1547150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1547156.000000 Penalty: 3102.179688
	Iteration 141Q: 3 clusters Score -1547156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1547155.375000 Penalty: 3102.179688
	Iteration 142Q: 3 clusters Score -1547155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1547155.625000 Penalty: 3102.179688
	Iteration 143Q: 3 clusters Score -1547156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1547155.375000 Penalty: 3102.179688
	Iteration 144Q: 3 clusters Score -1547155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1547154.250000 Penalty: 3102.179688
	Iteration 145Q: 3 clusters Score -1547154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1547154.250000 Penalty: 3102.179688
	Iteration 146F: 3 clusters Score -1547154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -327615.906250 Penalty: 1302.114380
	Iteration 0F: 2 clusters Score -327615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -324841.812500 Penalty: 2604.228760
	Iteration 0F: 3 clusters Score -324841.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -325491.125000 Penalty: 2604.228760
	Iteration 1F: 3 clusters Score -325491.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -325698.343750 Penalty: 2604.228760
	Iteration 2F: 3 clusters Score -325698.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -325913.906250 Penalty: 2604.228760
	Iteration 3F: 3 clusters Score -325913.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -326054.500000 Penalty: 2604.228760
	Iteration 4F: 3 clusters Score -326054.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -326140.156250 Penalty: 2604.228760
	Iteration 5Q: 3 clusters Score -326140.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -326217.593750 Penalty: 2604.228760
	Iteration 6Q: 3 clusters Score -326217.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -326289.125000 Penalty: 2604.228760
	Iteration 7Q: 3 clusters Score -326289.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -326355.468750 Penalty: 2604.228760
	Iteration 8Q: 3 clusters Score -326355.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -326432.468750 Penalty: 2604.228760
	Iteration 9Q: 3 clusters Score -326432.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -326500.125000 Penalty: 2604.228760
	Iteration 10Q: 3 clusters Score -326500.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -326560.312500 Penalty: 2604.228760
	Iteration 11Q: 3 clusters Score -326560.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -326614.687500 Penalty: 2604.228760
	Iteration 12Q: 3 clusters Score -326614.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -326663.281250 Penalty: 2604.228760
	Iteration 13Q: 3 clusters Score -326663.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -326703.437500 Penalty: 2604.228760
	Iteration 14Q: 3 clusters Score -326703.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -326742.437500 Penalty: 2604.228760
	Iteration 15Q: 3 clusters Score -326742.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -326766.687500 Penalty: 2604.228760
	Iteration 16Q: 3 clusters Score -326766.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -326784.812500 Penalty: 2604.228760
	Iteration 17Q: 3 clusters Score -326784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -326796.281250 Penalty: 2604.228760
	Iteration 18Q: 3 clusters Score -326796.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -326806.562500 Penalty: 2604.228760
	Iteration 19Q: 3 clusters Score -326806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -326819.562500 Penalty: 2604.228760
	Iteration 20F: 3 clusters Score -326819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -326834.062500 Penalty: 2604.228760
	Iteration 21Q: 3 clusters Score -326834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -326847.625000 Penalty: 2604.228760
	Iteration 22Q: 3 clusters Score -326847.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -326855.312500 Penalty: 2604.228760
	Iteration 23Q: 3 clusters Score -326855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -326858.812500 Penalty: 2604.228760
	Iteration 24Q: 3 clusters Score -326858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -326858.968750 Penalty: 2604.228760
	Iteration 25Q: 3 clusters Score -326859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -326859.468750 Penalty: 2604.228760
	Iteration 26Q: 3 clusters Score -326859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -326861.062500 Penalty: 2604.228760
	Iteration 27Q: 3 clusters Score -326861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -326862.468750 Penalty: 2604.228760
	Iteration 28Q: 3 clusters Score -326862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -326864.562500 Penalty: 2604.228760
	Iteration 29Q: 3 clusters Score -326864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -326865.468750 Penalty: 2604.228760
	Iteration 30Q: 3 clusters Score -326865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -326865.468750 Penalty: 2604.228760
	Iteration 31F: 3 clusters Score -326865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -258467.828125 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -258467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -256135.515625 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -256135.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -256607.312500 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -256607.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -256744.500000 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -256744.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256826.078125 Penalty: 2525.048096
	Iteration 3F: 3 clusters Score -256826.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -256877.796875 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -256877.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -256913.468750 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -256913.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -256943.453125 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -256943.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -256964.187500 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -256964.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -256981.515625 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -256981.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -257005.875000 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -257005.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -257027.875000 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -257027.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -257044.562500 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -257044.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -257055.921875 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -257055.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -257066.625000 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -257066.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -257075.750000 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -257075.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -257091.906250 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -257091.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -257111.250000 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -257111.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -257128.093750 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -257128.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -257139.765625 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -257139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -257152.171875 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -257152.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -257164.640625 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -257164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -257178.812500 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -257178.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -257187.390625 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -257187.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -257195.406250 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -257195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -257200.437500 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -257200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -257205.984375 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -257206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -257214.296875 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -257214.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -257222.906250 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -257222.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -257229.515625 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -257229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -257235.906250 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -257235.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -257240.390625 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -257240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -257243.656250 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -257243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -257248.328125 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -257248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -257251.468750 Penalty: 2525.048096
	Iteration 33Q: 3 clusters Score -257251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -257256.187500 Penalty: 2525.048096
	Iteration 34Q: 3 clusters Score -257256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -257263.500000 Penalty: 2525.048096
	Iteration 35Q: 3 clusters Score -257263.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -257270.406250 Penalty: 2525.048096
	Iteration 36Q: 3 clusters Score -257270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -257273.640625 Penalty: 2525.048096
	Iteration 37Q: 3 clusters Score -257273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -257275.546875 Penalty: 2525.048096
	Iteration 38Q: 3 clusters Score -257275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -257279.109375 Penalty: 2525.048096
	Iteration 39Q: 3 clusters Score -257279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -257282.750000 Penalty: 2525.048096
	Iteration 40F: 3 clusters Score -257282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -257288.640625 Penalty: 2525.048096
	Iteration 41Q: 3 clusters Score -257288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -257295.390625 Penalty: 2525.048096
	Iteration 42Q: 3 clusters Score -257295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -257300.015625 Penalty: 2525.048096
	Iteration 43Q: 3 clusters Score -257300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -257305.171875 Penalty: 2525.048096
	Iteration 44Q: 3 clusters Score -257305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -257309.640625 Penalty: 2525.048096
	Iteration 45Q: 3 clusters Score -257309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -257313.828125 Penalty: 2525.048096
	Iteration 46Q: 3 clusters Score -257313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -257315.187500 Penalty: 2525.048096
	Iteration 47Q: 3 clusters Score -257315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -257319.062500 Penalty: 2525.048096
	Iteration 48Q: 3 clusters Score -257319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -257323.203125 Penalty: 2525.048096
	Iteration 49Q: 3 clusters Score -257323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -257324.218750 Penalty: 2525.048096
	Iteration 50Q: 3 clusters Score -257324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -257325.546875 Penalty: 2525.048096
	Iteration 51Q: 3 clusters Score -257325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -257326.781250 Penalty: 2525.048096
	Iteration 52Q: 3 clusters Score -257326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -257326.781250 Penalty: 2525.048096
	Iteration 53F: 3 clusters Score -257326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Entering Unmasked Estep 
Score: -5513736.000000 Penalty: 1758.645630
	Iteration 0F: 2 clusters Score -5513736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5480001.500000 Penalty: 3517.291260
	Iteration 0F: 3 clusters Score -5480002 nChanged 23648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5493360.000000 Penalty: 3517.291260
	Iteration 1F: 3 clusters Score -5493360 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5493888.500000 Penalty: 3517.291260
	Iteration 2Q: 3 clusters Score -5493888 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5494478.000000 Penalty: 3517.291260
	Iteration 3Q: 3 clusters Score -5494478 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5495469.500000 Penalty: 3517.291260
	Iteration 4Q: 3 clusters Score -5495470 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5497099.500000 Penalty: 3517.291260
	Iteration 5F: 3 clusters Score -5497100 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5499699.500000 Penalty: 3517.291260
	Iteration 6F: 3 clusters Score -5499700 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -5503505.500000 Penalty: 3517.291260
	Iteration 7F: 3 clusters Score -5503506 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5507175.500000 Penalty: 3517.291260
	Iteration 8F: 3 clusters Score -5507176 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5509825.000000 Penalty: 3517.291260
	Iteration 9F: 3 clusters Score -5509825 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5511152.000000 Penalty: 3517.291260
	Iteration 10Q: 3 clusters Score -5511152 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5511686.000000 Penalty: 3517.291260
	Iteration 11Q: 3 clusters Score -5511686 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5511908.500000 Penalty: 3517.291260
	Iteration 12Q: 3 clusters Score -5511908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5512030.500000 Penalty: 3517.291260
	Iteration 13Q: 3 clusters Score -5512030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5512061.000000 Penalty: 3517.291260
	Iteration 14Q: 3 clusters Score -5512061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5512082.000000 Penalty: 3517.291260
	Iteration 15Q: 3 clusters Score -5512082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5512090.500000 Penalty: 3517.291260
	Iteration 16Q: 3 clusters Score -5512090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5512099.000000 Penalty: 3517.291260
	Iteration 17Q: 3 clusters Score -5512099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5512103.500000 Penalty: 3517.291260
	Iteration 18Q: 3 clusters Score -5512104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5512104.500000 Penalty: 3517.291260
	Iteration 19Q: 3 clusters Score -5512104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5512105.500000 Penalty: 3517.291260
	Iteration 20F: 3 clusters Score -5512106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5512107.000000 Penalty: 3517.291260
	Iteration 21Q: 3 clusters Score -5512107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5512109.000000 Penalty: 3517.291260
	Iteration 22Q: 3 clusters Score -5512109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5512109.000000 Penalty: 3517.291260
	Iteration 23F: 3 clusters Score -5512109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Entering Unmasked Estep 
Score: -13827801.000000 Penalty: 1908.824707
	Iteration 0F: 2 clusters Score -1.38278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -13743124.000000 Penalty: 3817.649414
	Iteration 0F: 3 clusters Score -1.374312e+07 nChanged 60745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -13778843.000000 Penalty: 3817.649414
	Iteration 1F: 3 clusters Score -1.377884e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -13779728.000000 Penalty: 3817.649414
	Iteration 2Q: 3 clusters Score -1.377973e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -13780655.000000 Penalty: 3817.649414
	Iteration 3Q: 3 clusters Score -1.378066e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -13782676.000000 Penalty: 3817.649414
	Iteration 4Q: 3 clusters Score -1.378268e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -13785695.000000 Penalty: 3817.649414
	Iteration 5F: 3 clusters Score -1.37857e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -13790505.000000 Penalty: 3817.649414
	Iteration 6F: 3 clusters Score -1.37905e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -13797839.000000 Penalty: 3817.649414
	Iteration 7F: 3 clusters Score -1.379784e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -13807051.000000 Penalty: 3817.649414
	Iteration 8F: 3 clusters Score -1.380705e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -13815166.000000 Penalty: 3817.649414
	Iteration 9F: 3 clusters Score -1.381517e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -13820328.000000 Penalty: 3817.649414
	Iteration 10Q: 3 clusters Score -1.382033e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
Score: -13822832.000000 Penalty: 3817.649414
	Iteration 11Q: 3 clusters Score -1.382283e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -13823944.000000 Penalty: 3817.649414
	Iteration 12Q: 3 clusters Score -1.382394e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -13824603.000000 Penalty: 3817.649414
	Iteration 13Q: 3 clusters Score -1.38246e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -13824977.000000 Penalty: 3817.649414
	Iteration 14Q: 3 clusters Score -1.382498e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -13825333.000000 Penalty: 3817.649414
	Iteration 15Q: 3 clusters Score -1.382533e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -13825557.000000 Penalty: 3817.649414
	Iteration 16Q: 3 clusters Score -1.382556e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 121095 members 
Entering Unmasked Estep 
Score: -13825753.000000 Penalty: 3817.649414
	Iteration 17Q: 3 clusters Score -1.382575e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -13825904.000000 Penalty: 3817.649414
	Iteration 18Q: 3 clusters Score -1.38259e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -13826070.000000 Penalty: 3817.649414
	Iteration 19Q: 3 clusters Score -1.382607e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 122059 members 
Entering Unmasked Estep 
Score: -13826196.000000 Penalty: 3817.649414
	Iteration 20F: 3 clusters Score -1.38262e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 122270 members 
Entering Unmasked Estep 
Score: -13826277.000000 Penalty: 3817.649414
	Iteration 21Q: 3 clusters Score -1.382628e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 122442 members 
Entering Unmasked Estep 
Score: -13826322.000000 Penalty: 3817.649414
	Iteration 22Q: 3 clusters Score -1.382632e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -13826410.000000 Penalty: 3817.649414
	Iteration 23Q: 3 clusters Score -1.382641e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 122689 members 
Entering Unmasked Estep 
Score: -13826446.000000 Penalty: 3817.649414
	Iteration 24Q: 3 clusters Score -1.382645e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -13826464.000000 Penalty: 3817.649414
	Iteration 25Q: 3 clusters Score -1.382646e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 122878 members 
Entering Unmasked Estep 
Score: -13826501.000000 Penalty: 3817.649414
	Iteration 26Q: 3 clusters Score -1.38265e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -13826516.000000 Penalty: 3817.649414
	Iteration 27Q: 3 clusters Score -1.382652e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -13826532.000000 Penalty: 3817.649414
	Iteration 28Q: 3 clusters Score -1.382653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -13826529.000000 Penalty: 3817.649414
	Iteration 29Q: 3 clusters Score -1.382653e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -13826569.000000 Penalty: 3817.649414
	Iteration 30Q: 3 clusters Score -1.382657e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -13826556.000000 Penalty: 3817.649414
	Iteration 31Q: 3 clusters Score -1.382656e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -13826556.000000 Penalty: 3817.649414
	Iteration 32Q: 3 clusters Score -1.382656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -13826573.000000 Penalty: 3817.649414
	Iteration 33Q: 3 clusters Score -1.382657e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -13826562.000000 Penalty: 3817.649414
	Iteration 34Q: 3 clusters Score -1.382656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -13826579.000000 Penalty: 3817.649414
	Iteration 35Q: 3 clusters Score -1.382658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 123471 members 
Entering Unmasked Estep 
Score: -13826585.000000 Penalty: 3817.649414
	Iteration 36Q: 3 clusters Score -1.382658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -13826585.000000 Penalty: 3817.649414
	Iteration 37Q: 3 clusters Score -1.382658e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 123546 members 
Entering Unmasked Estep 
Score: -13826574.000000 Penalty: 3817.649414
	Iteration 38Q: 3 clusters Score -1.382657e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 123578 members 
Entering Unmasked Estep 
Score: -13826574.000000 Penalty: 3817.649414
	Iteration 39Q: 3 clusters Score -1.382657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -13826578.000000 Penalty: 3817.649414
	Iteration 40F: 3 clusters Score -1.382658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 123611 members 
Entering Unmasked Estep 
Score: -13826593.000000 Penalty: 3817.649414
	Iteration 41Q: 3 clusters Score -1.382659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 123631 members 
Entering Unmasked Estep 
Score: -13826607.000000 Penalty: 3817.649414
	Iteration 42Q: 3 clusters Score -1.382661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -13826605.000000 Penalty: 3817.649414
	Iteration 43Q: 3 clusters Score -1.38266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -13826610.000000 Penalty: 3817.649414
	Iteration 44Q: 3 clusters Score -1.382661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -13826601.000000 Penalty: 3817.649414
	Iteration 45Q: 3 clusters Score -1.38266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -13826598.000000 Penalty: 3817.649414
	Iteration 46Q: 3 clusters Score -1.38266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -13826601.000000 Penalty: 3817.649414
	Iteration 47Q: 3 clusters Score -1.38266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -13826600.000000 Penalty: 3817.649414
	Iteration 48Q: 3 clusters Score -1.38266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 123704 members 
Entering Unmasked Estep 
Score: -13826593.000000 Penalty: 3817.649414
	Iteration 49Q: 3 clusters Score -1.382659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -13826595.000000 Penalty: 3817.649414
	Iteration 50Q: 3 clusters Score -1.38266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 123712 members 
Entering Unmasked Estep 
Score: -13826606.000000 Penalty: 3817.649414
	Iteration 51Q: 3 clusters Score -1.382661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -13826608.000000 Penalty: 3817.649414
	Iteration 52Q: 3 clusters Score -1.382661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 123720 members 
Entering Unmasked Estep 
Score: -13826607.000000 Penalty: 3817.649414
	Iteration 53Q: 3 clusters Score -1.382661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -13826601.000000 Penalty: 3817.649414
	Iteration 54Q: 3 clusters Score -1.38266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -13826609.000000 Penalty: 3817.649414
	Iteration 55Q: 3 clusters Score -1.382661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 123731 members 
Entering Unmasked Estep 
Score: -13826612.000000 Penalty: 3817.649414
	Iteration 56Q: 3 clusters Score -1.382661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -13826605.000000 Penalty: 3817.649414
	Iteration 57Q: 3 clusters Score -1.38266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -13826616.000000 Penalty: 3817.649414
	Iteration 58Q: 3 clusters Score -1.382662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 123747 members 
Entering Unmasked Estep 
Score: -13826609.000000 Penalty: 3817.649414
	Iteration 59Q: 3 clusters Score -1.382661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -13826604.000000 Penalty: 3817.649414
	Iteration 60F: 3 clusters Score -1.38266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -13826610.000000 Penalty: 3817.649414
	Iteration 61Q: 3 clusters Score -1.382661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -13826624.000000 Penalty: 3817.649414
	Iteration 62Q: 3 clusters Score -1.382662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 123778 members 
Entering Unmasked Estep 
Score: -13826626.000000 Penalty: 3817.649414
	Iteration 63Q: 3 clusters Score -1.382663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -13826626.000000 Penalty: 3817.649414
	Iteration 64Q: 3 clusters Score -1.382663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -13826632.000000 Penalty: 3817.649414
	Iteration 65Q: 3 clusters Score -1.382663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 123802 members 
Entering Unmasked Estep 
Score: -13826636.000000 Penalty: 3817.649414
	Iteration 66Q: 3 clusters Score -1.382664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -13826638.000000 Penalty: 3817.649414
	Iteration 67Q: 3 clusters Score -1.382664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -13826635.000000 Penalty: 3817.649414
	Iteration 68Q: 3 clusters Score -1.382664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -13826640.000000 Penalty: 3817.649414
	Iteration 69Q: 3 clusters Score -1.382664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -13826638.000000 Penalty: 3817.649414
	Iteration 70Q: 3 clusters Score -1.382664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -13826647.000000 Penalty: 3817.649414
	Iteration 71Q: 3 clusters Score -1.382665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -13826651.000000 Penalty: 3817.649414
	Iteration 72Q: 3 clusters Score -1.382665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -13826648.000000 Penalty: 3817.649414
	Iteration 73Q: 3 clusters Score -1.382665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -13826652.000000 Penalty: 3817.649414
	Iteration 74Q: 3 clusters Score -1.382665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -13826655.000000 Penalty: 3817.649414
	Iteration 75Q: 3 clusters Score -1.382666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -13826654.000000 Penalty: 3817.649414
	Iteration 76Q: 3 clusters Score -1.382665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 123870 members 
Entering Unmasked Estep 
Score: -13826637.000000 Penalty: 3817.649414
	Iteration 77Q: 3 clusters Score -1.382664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -13826644.000000 Penalty: 3817.649414
	Iteration 78Q: 3 clusters Score -1.382664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -13826639.000000 Penalty: 3817.649414
	Iteration 79Q: 3 clusters Score -1.382664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 123874 members 
Entering Unmasked Estep 
Score: -13826645.000000 Penalty: 3817.649414
	Iteration 80F: 3 clusters Score -1.382664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (156909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Entering Unmasked Estep 
Score: -16993464.000000 Penalty: 1944.055908
	Iteration 0F: 2 clusters Score -1.699346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -16890446.000000 Penalty: 3888.111816
	Iteration 0F: 3 clusters Score -1.689045e+07 nChanged 75773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -16935976.000000 Penalty: 3888.111816
	Iteration 1F: 3 clusters Score -1.693598e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -16938576.000000 Penalty: 3888.111816
	Iteration 2Q: 3 clusters Score -1.693858e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -16942636.000000 Penalty: 3888.111816
	Iteration 3F: 3 clusters Score -1.694264e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -16949436.000000 Penalty: 3888.111816
	Iteration 4F: 3 clusters Score -1.694944e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -16959862.000000 Penalty: 3888.111816
	Iteration 5F: 3 clusters Score -1.695986e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -16972114.000000 Penalty: 3888.111816
	Iteration 6F: 3 clusters Score -1.697211e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -16981450.000000 Penalty: 3888.111816
	Iteration 7F: 3 clusters Score -1.698145e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -16984842.000000 Penalty: 3888.111816
	Iteration 8Q: 3 clusters Score -1.698484e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -16986422.000000 Penalty: 3888.111816
	Iteration 9Q: 3 clusters Score -1.698642e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -16987328.000000 Penalty: 3888.111816
	Iteration 10Q: 3 clusters Score -1.698733e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -16987976.000000 Penalty: 3888.111816
	Iteration 11Q: 3 clusters Score -1.698798e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134358 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -16988632.000000 Penalty: 3888.111816
	Iteration 12Q: 3 clusters Score -1.698863e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -16989176.000000 Penalty: 3888.111816
	Iteration 13Q: 3 clusters Score -1.698918e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -16989750.000000 Penalty: 3888.111816
	Iteration 14Q: 3 clusters Score -1.698975e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -16990190.000000 Penalty: 3888.111816
	Iteration 15Q: 3 clusters Score -1.699019e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -16990552.000000 Penalty: 3888.111816
	Iteration 16Q: 3 clusters Score -1.699055e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -16991052.000000 Penalty: 3888.111816
	Iteration 17Q: 3 clusters Score -1.699105e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -16991326.000000 Penalty: 3888.111816
	Iteration 18Q: 3 clusters Score -1.699133e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -16991622.000000 Penalty: 3888.111816
	Iteration 19Q: 3 clusters Score -1.699162e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -16991982.000000 Penalty: 3888.111816
	Iteration 20F: 3 clusters Score -1.699198e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -16992224.000000 Penalty: 3888.111816
	Iteration 21Q: 3 clusters Score -1.699222e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -16992460.000000 Penalty: 3888.111816
	Iteration 22Q: 3 clusters Score -1.699246e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -16992534.000000 Penalty: 3888.111816
	Iteration 23Q: 3 clusters Score -1.699253e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148752 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -16992674.000000 Penalty: 3888.111816
	Iteration 24Q: 3 clusters Score -1.699267e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149434 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -16992750.000000 Penalty: 3888.111816
	Iteration 25Q: 3 clusters Score -1.699275e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -16992724.000000 Penalty: 3888.111816
	Iteration 26Q: 3 clusters Score -1.699272e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150512 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -16992784.000000 Penalty: 3888.111816
	Iteration 27Q: 3 clusters Score -1.699278e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -16992794.000000 Penalty: 3888.111816
	Iteration 28Q: 3 clusters Score -1.699279e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151375 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -16992844.000000 Penalty: 3888.111816
	Iteration 29Q: 3 clusters Score -1.699284e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -16992824.000000 Penalty: 3888.111816
	Iteration 30Q: 3 clusters Score -1.699282e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -16992812.000000 Penalty: 3888.111816
	Iteration 31Q: 3 clusters Score -1.699281e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -16992802.000000 Penalty: 3888.111816
	Iteration 32Q: 3 clusters Score -1.69928e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -16992846.000000 Penalty: 3888.111816
	Iteration 33Q: 3 clusters Score -1.699285e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -16992836.000000 Penalty: 3888.111816
	Iteration 34Q: 3 clusters Score -1.699284e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -16992894.000000 Penalty: 3888.111816
	Iteration 35Q: 3 clusters Score -1.699289e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -16992920.000000 Penalty: 3888.111816
	Iteration 36Q: 3 clusters Score -1.699292e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16992882.000000 Penalty: 3888.111816
	Iteration 37Q: 3 clusters Score -1.699288e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -16992912.000000 Penalty: 3888.111816
	Iteration 38Q: 3 clusters Score -1.699291e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153593 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -16992912.000000 Penalty: 3888.111816
	Iteration 39Q: 3 clusters Score -1.699291e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -16992904.000000 Penalty: 3888.111816
	Iteration 40F: 3 clusters Score -1.69929e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -16992900.000000 Penalty: 3888.111816
	Iteration 41Q: 3 clusters Score -1.69929e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -16992884.000000 Penalty: 3888.111816
	Iteration 42Q: 3 clusters Score -1.699288e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -16992902.000000 Penalty: 3888.111816
	Iteration 43Q: 3 clusters Score -1.69929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153970 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -16992876.000000 Penalty: 3888.111816
	Iteration 44Q: 3 clusters Score -1.699288e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -16992870.000000 Penalty: 3888.111816
	Iteration 45Q: 3 clusters Score -1.699287e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154073 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -16992856.000000 Penalty: 3888.111816
	Iteration 46Q: 3 clusters Score -1.699286e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154126 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -16992858.000000 Penalty: 3888.111816
	Iteration 47Q: 3 clusters Score -1.699286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154179 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -16992860.000000 Penalty: 3888.111816
	Iteration 48Q: 3 clusters Score -1.699286e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -16992846.000000 Penalty: 3888.111816
	Iteration 49Q: 3 clusters Score -1.699285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -16992866.000000 Penalty: 3888.111816
	Iteration 50Q: 3 clusters Score -1.699287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -16992864.000000 Penalty: 3888.111816
	Iteration 51Q: 3 clusters Score -1.699286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -16992852.000000 Penalty: 3888.111816
	Iteration 52Q: 3 clusters Score -1.699285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -16992846.000000 Penalty: 3888.111816
	Iteration 53Q: 3 clusters Score -1.699285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -16992840.000000 Penalty: 3888.111816
	Iteration 54Q: 3 clusters Score -1.699284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -16992826.000000 Penalty: 3888.111816
	Iteration 55Q: 3 clusters Score -1.699283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -16992820.000000 Penalty: 3888.111816
	Iteration 56Q: 3 clusters Score -1.699282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -16992830.000000 Penalty: 3888.111816
	Iteration 57Q: 3 clusters Score -1.699283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -16992802.000000 Penalty: 3888.111816
	Iteration 58Q: 3 clusters Score -1.69928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -16992810.000000 Penalty: 3888.111816
	Iteration 59Q: 3 clusters Score -1.699281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154473 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -16992840.000000 Penalty: 3888.111816
	Iteration 60F: 3 clusters Score -1.699284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -16992842.000000 Penalty: 3888.111816
	Iteration 61Q: 3 clusters Score -1.699284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16992862.000000 Penalty: 3888.111816
	Iteration 62Q: 3 clusters Score -1.699286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -16992846.000000 Penalty: 3888.111816
	Iteration 63Q: 3 clusters Score -1.699285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -16992842.000000 Penalty: 3888.111816
	Iteration 64Q: 3 clusters Score -1.699284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -16992838.000000 Penalty: 3888.111816
	Iteration 65Q: 3 clusters Score -1.699284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -16992842.000000 Penalty: 3888.111816
	Iteration 66Q: 3 clusters Score -1.699284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -16992836.000000 Penalty: 3888.111816
	Iteration 67Q: 3 clusters Score -1.699284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -16992838.000000 Penalty: 3888.111816
	Iteration 68Q: 3 clusters Score -1.699284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -16992830.000000 Penalty: 3888.111816
	Iteration 69Q: 3 clusters Score -1.699283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -16992838.000000 Penalty: 3888.111816
	Iteration 70Q: 3 clusters Score -1.699284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -16992830.000000 Penalty: 3888.111816
	Iteration 71Q: 3 clusters Score -1.699283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -16992824.000000 Penalty: 3888.111816
	Iteration 72Q: 3 clusters Score -1.699282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -16992818.000000 Penalty: 3888.111816
	Iteration 73Q: 3 clusters Score -1.699282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -16992804.000000 Penalty: 3888.111816
	Iteration 74Q: 3 clusters Score -1.69928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16992820.000000 Penalty: 3888.111816
	Iteration 75Q: 3 clusters Score -1.699282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16992830.000000 Penalty: 3888.111816
	Iteration 76Q: 3 clusters Score -1.699283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -16992838.000000 Penalty: 3888.111816
	Iteration 77Q: 3 clusters Score -1.699284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -16992846.000000 Penalty: 3888.111816
	Iteration 78Q: 3 clusters Score -1.699285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16992838.000000 Penalty: 3888.111816
	Iteration 79Q: 3 clusters Score -1.699284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -16992834.000000 Penalty: 3888.111816
	Iteration 80F: 3 clusters Score -1.699283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -16992844.000000 Penalty: 3888.111816
	Iteration 81Q: 3 clusters Score -1.699284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -16992844.000000 Penalty: 3888.111816
	Iteration 82Q: 3 clusters Score -1.699284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -16992844.000000 Penalty: 3888.111816
	Iteration 83F: 3 clusters Score -1.699284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -387564.406250 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -387564.4 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 1773 members 
Entering Unmasked Estep 
Score: -384486.125000 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -384486.1 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -385256.406250 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -385256.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -385445.875000 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -385445.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -385617.812500 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -385617.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -385738.000000 Penalty: 2659.785645
	Iteration 4F: 3 clusters Score -385738 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -385831.812500 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -385831.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -385925.781250 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -385925.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -386029.031250 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -386029 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -386121.968750 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -386122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -386216.625000 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -386216.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -386298.375000 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -386298.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -386358.156250 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -386358.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -386417.468750 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -386417.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -386469.812500 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -386469.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -386503.593750 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -386503.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -386524.968750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -386525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -386544.468750 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -386544.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -386560.500000 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -386560.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -386571.625000 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -386571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -386583.812500 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -386583.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -386592.125000 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -386592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -386597.500000 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -386597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -386604.093750 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -386604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -386609.593750 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -386609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -386616.250000 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -386616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -386619.718750 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -386619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -386620.250000 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -386620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -386622.593750 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -386622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -386623.218750 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -386623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -386623.468750 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -386623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -386623.843750 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -386623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -386624.406250 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -386624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -386625.062500 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -386625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -386625.031250 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -386625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -386627.406250 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -386627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -386627.656250 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -386627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -386627.656250 Penalty: 2659.785645
	Iteration 36F: 3 clusters Score -386627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -1966363.625000 Penalty: 1589.794678
	Iteration 0F: 2 clusters Score -1966364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1954243.625000 Penalty: 3179.589355
	Iteration 0F: 3 clusters Score -1954244 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1958626.875000 Penalty: 3179.589355
	Iteration 1F: 3 clusters Score -1958627 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1959037.750000 Penalty: 3179.589355
	Iteration 2F: 3 clusters Score -1959038 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1959531.625000 Penalty: 3179.589355
	Iteration 3F: 3 clusters Score -1959532 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1960156.125000 Penalty: 3179.589355
	Iteration 4F: 3 clusters Score -1960156 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1960984.250000 Penalty: 3179.589355
	Iteration 5F: 3 clusters Score -1960984 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1961986.625000 Penalty: 3179.589355
	Iteration 6F: 3 clusters Score -1961987 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1962952.875000 Penalty: 3179.589355
	Iteration 7F: 3 clusters Score -1962953 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1963638.375000 Penalty: 3179.589355
	Iteration 8Q: 3 clusters Score -1963638 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1964064.875000 Penalty: 3179.589355
	Iteration 9Q: 3 clusters Score -1964065 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1964373.875000 Penalty: 3179.589355
	Iteration 10Q: 3 clusters Score -1964374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1964561.250000 Penalty: 3179.589355
	Iteration 11Q: 3 clusters Score -1964561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1964660.000000 Penalty: 3179.589355
	Iteration 12Q: 3 clusters Score -1964660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1964734.375000 Penalty: 3179.589355
	Iteration 13Q: 3 clusters Score -1964734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1964781.500000 Penalty: 3179.589355
	Iteration 14Q: 3 clusters Score -1964782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1964815.125000 Penalty: 3179.589355
	Iteration 15Q: 3 clusters Score -1964815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1964842.125000 Penalty: 3179.589355
	Iteration 16Q: 3 clusters Score -1964842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1964864.750000 Penalty: 3179.589355
	Iteration 17Q: 3 clusters Score -1964865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1964885.375000 Penalty: 3179.589355
	Iteration 18Q: 3 clusters Score -1964885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1964906.125000 Penalty: 3179.589355
	Iteration 19Q: 3 clusters Score -1964906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1964919.125000 Penalty: 3179.589355
	Iteration 20F: 3 clusters Score -1964919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1964929.000000 Penalty: 3179.589355
	Iteration 21Q: 3 clusters Score -1964929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1964944.750000 Penalty: 3179.589355
	Iteration 22Q: 3 clusters Score -1964945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1964947.375000 Penalty: 3179.589355
	Iteration 23Q: 3 clusters Score -1964947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1964954.000000 Penalty: 3179.589355
	Iteration 24Q: 3 clusters Score -1964954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1964958.125000 Penalty: 3179.589355
	Iteration 25Q: 3 clusters Score -1964958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1964959.250000 Penalty: 3179.589355
	Iteration 26Q: 3 clusters Score -1964959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1964958.000000 Penalty: 3179.589355
	Iteration 27Q: 3 clusters Score -1964958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1964958.000000 Penalty: 3179.589355
	Iteration 28F: 3 clusters Score -1964958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Entering Unmasked Estep 
Score: -5082109.500000 Penalty: 1753.250977
	Iteration 0F: 2 clusters Score -5082110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5049788.000000 Penalty: 3506.501953
	Iteration 0F: 3 clusters Score -5049788 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5062400.000000 Penalty: 3506.501953
	Iteration 1F: 3 clusters Score -5062400 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5062951.000000 Penalty: 3506.501953
	Iteration 2Q: 3 clusters Score -5062951 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5063625.500000 Penalty: 3506.501953
	Iteration 3Q: 3 clusters Score -5063626 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -5064377.000000 Penalty: 3506.501953
	Iteration 4Q: 3 clusters Score -5064377 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5065293.000000 Penalty: 3506.501953
	Iteration 5Q: 3 clusters Score -5065293 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5066280.000000 Penalty: 3506.501953
	Iteration 6Q: 3 clusters Score -5066280 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5067261.500000 Penalty: 3506.501953
	Iteration 7Q: 3 clusters Score -5067262 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5068264.000000 Penalty: 3506.501953
	Iteration 8Q: 3 clusters Score -5068264 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5069135.000000 Penalty: 3506.501953
	Iteration 9Q: 3 clusters Score -5069135 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -5069876.500000 Penalty: 3506.501953
	Iteration 10Q: 3 clusters Score -5069876 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5070601.000000 Penalty: 3506.501953
	Iteration 11Q: 3 clusters Score -5070601 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -5071196.000000 Penalty: 3506.501953
	Iteration 12Q: 3 clusters Score -5071196 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -5071943.000000 Penalty: 3506.501953
	Iteration 13Q: 3 clusters Score -5071943 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -5072784.500000 Penalty: 3506.501953
	Iteration 14Q: 3 clusters Score -5072784 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5073901.500000 Penalty: 3506.501953
	Iteration 15Q: 3 clusters Score -5073902 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5075069.000000 Penalty: 3506.501953
	Iteration 16Q: 3 clusters Score -5075069 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5075920.000000 Penalty: 3506.501953
	Iteration 17Q: 3 clusters Score -5075920 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5076443.500000 Penalty: 3506.501953
	Iteration 18Q: 3 clusters Score -5076444 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5076829.000000 Penalty: 3506.501953
	Iteration 19Q: 3 clusters Score -5076829 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -5077130.500000 Penalty: 3506.501953
	Iteration 20F: 3 clusters Score -5077130 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5077358.500000 Penalty: 3506.501953
	Iteration 21Q: 3 clusters Score -5077358 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5077533.500000 Penalty: 3506.501953
	Iteration 22Q: 3 clusters Score -5077534 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5077697.000000 Penalty: 3506.501953
	Iteration 23Q: 3 clusters Score -5077697 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -5077806.500000 Penalty: 3506.501953
	Iteration 24Q: 3 clusters Score -5077806 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -5077947.500000 Penalty: 3506.501953
	Iteration 25Q: 3 clusters Score -5077948 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5078084.000000 Penalty: 3506.501953
	Iteration 26Q: 3 clusters Score -5078084 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5078206.000000 Penalty: 3506.501953
	Iteration 27Q: 3 clusters Score -5078206 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5078336.500000 Penalty: 3506.501953
	Iteration 28Q: 3 clusters Score -5078336 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5078536.000000 Penalty: 3506.501953
	Iteration 29Q: 3 clusters Score -5078536 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -5078658.000000 Penalty: 3506.501953
	Iteration 30Q: 3 clusters Score -5078658 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -5078776.500000 Penalty: 3506.501953
	Iteration 31Q: 3 clusters Score -5078776 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5078928.000000 Penalty: 3506.501953
	Iteration 32Q: 3 clusters Score -5078928 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5079068.000000 Penalty: 3506.501953
	Iteration 33Q: 3 clusters Score -5079068 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5079209.000000 Penalty: 3506.501953
	Iteration 34Q: 3 clusters Score -5079209 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5079415.500000 Penalty: 3506.501953
	Iteration 35Q: 3 clusters Score -5079416 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -5079591.500000 Penalty: 3506.501953
	Iteration 36Q: 3 clusters Score -5079592 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5079773.000000 Penalty: 3506.501953
	Iteration 37Q: 3 clusters Score -5079773 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5079961.000000 Penalty: 3506.501953
	Iteration 38Q: 3 clusters Score -5079961 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -5080145.500000 Penalty: 3506.501953
	Iteration 39Q: 3 clusters Score -5080146 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -5080333.500000 Penalty: 3506.501953
	Iteration 40F: 3 clusters Score -5080334 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5080505.000000 Penalty: 3506.501953
	Iteration 41Q: 3 clusters Score -5080505 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5080644.000000 Penalty: 3506.501953
	Iteration 42Q: 3 clusters Score -5080644 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -5080769.000000 Penalty: 3506.501953
	Iteration 43Q: 3 clusters Score -5080769 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5080864.500000 Penalty: 3506.501953
	Iteration 44Q: 3 clusters Score -5080864 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -5080955.000000 Penalty: 3506.501953
	Iteration 45Q: 3 clusters Score -5080955 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5081010.500000 Penalty: 3506.501953
	Iteration 46Q: 3 clusters Score -5081010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -5081083.500000 Penalty: 3506.501953
	Iteration 47Q: 3 clusters Score -5081084 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -5081153.000000 Penalty: 3506.501953
	Iteration 48Q: 3 clusters Score -5081153 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -5081205.000000 Penalty: 3506.501953
	Iteration 49Q: 3 clusters Score -5081205 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5081269.000000 Penalty: 3506.501953
	Iteration 50Q: 3 clusters Score -5081269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -5081307.500000 Penalty: 3506.501953
	Iteration 51Q: 3 clusters Score -5081308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5081336.000000 Penalty: 3506.501953
	Iteration 52Q: 3 clusters Score -5081336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5081353.000000 Penalty: 3506.501953
	Iteration 53Q: 3 clusters Score -5081353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -5081367.000000 Penalty: 3506.501953
	Iteration 54Q: 3 clusters Score -5081367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -5081380.500000 Penalty: 3506.501953
	Iteration 55Q: 3 clusters Score -5081380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -5081402.000000 Penalty: 3506.501953
	Iteration 56Q: 3 clusters Score -5081402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5081412.500000 Penalty: 3506.501953
	Iteration 57Q: 3 clusters Score -5081412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -5081434.000000 Penalty: 3506.501953
	Iteration 58Q: 3 clusters Score -5081434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -5081459.000000 Penalty: 3506.501953
	Iteration 59Q: 3 clusters Score -5081459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -5081472.000000 Penalty: 3506.501953
	Iteration 60F: 3 clusters Score -5081472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5081479.000000 Penalty: 3506.501953
	Iteration 61Q: 3 clusters Score -5081479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -5081488.500000 Penalty: 3506.501953
	Iteration 62Q: 3 clusters Score -5081488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5081488.000000 Penalty: 3506.501953
	Iteration 63Q: 3 clusters Score -5081488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -5081490.500000 Penalty: 3506.501953
	Iteration 64Q: 3 clusters Score -5081490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -5081494.500000 Penalty: 3506.501953
	Iteration 65Q: 3 clusters Score -5081494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5081499.500000 Penalty: 3506.501953
	Iteration 66Q: 3 clusters Score -5081500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5081499.500000 Penalty: 3506.501953
	Iteration 67Q: 3 clusters Score -5081500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -5081500.000000 Penalty: 3506.501953
	Iteration 68Q: 3 clusters Score -5081500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -5081499.000000 Penalty: 3506.501953
	Iteration 69Q: 3 clusters Score -5081499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5081496.500000 Penalty: 3506.501953
	Iteration 70Q: 3 clusters Score -5081496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -5081499.000000 Penalty: 3506.501953
	Iteration 71Q: 3 clusters Score -5081499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5081496.000000 Penalty: 3506.501953
	Iteration 72Q: 3 clusters Score -5081496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -5081504.000000 Penalty: 3506.501953
	Iteration 73Q: 3 clusters Score -5081504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5081499.500000 Penalty: 3506.501953
	Iteration 74Q: 3 clusters Score -5081500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -5081500.500000 Penalty: 3506.501953
	Iteration 75Q: 3 clusters Score -5081500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -5081500.500000 Penalty: 3506.501953
	Iteration 76F: 3 clusters Score -5081500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -264552.937500 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -264552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -262090.828125 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -262090.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -262655.718750 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -262655.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -262762.875000 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -262762.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -262831.593750 Penalty: 2545.791260
	Iteration 3Q: 3 clusters Score -262831.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -262876.000000 Penalty: 2545.791260
	Iteration 4Q: 3 clusters Score -262876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -262904.531250 Penalty: 2545.791260
	Iteration 5Q: 3 clusters Score -262904.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -262924.343750 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -262924.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -262939.156250 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -262939.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -262945.375000 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -262945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -262958.062500 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -262958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -262970.531250 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -262970.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -262979.468750 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -262979.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -262988.250000 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -262988.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -262994.156250 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -262994.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -263002.062500 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -263002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -263009.625000 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -263009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -263019.781250 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -263019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -263026.437500 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -263026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -263030.468750 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -263030.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -263036.843750 Penalty: 2545.791260
	Iteration 19Q: 3 clusters Score -263036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -263043.031250 Penalty: 2545.791260
	Iteration 20F: 3 clusters Score -263043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -263051.562500 Penalty: 2545.791260
	Iteration 21Q: 3 clusters Score -263051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -263055.406250 Penalty: 2545.791260
	Iteration 22Q: 3 clusters Score -263055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -263058.312500 Penalty: 2545.791260
	Iteration 23Q: 3 clusters Score -263058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -263061.375000 Penalty: 2545.791260
	Iteration 24Q: 3 clusters Score -263061.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -263064.937500 Penalty: 2545.791260
	Iteration 25Q: 3 clusters Score -263064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -263066.875000 Penalty: 2545.791260
	Iteration 26Q: 3 clusters Score -263066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -263068.750000 Penalty: 2545.791260
	Iteration 27Q: 3 clusters Score -263068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -263071.062500 Penalty: 2545.791260
	Iteration 28Q: 3 clusters Score -263071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -263073.750000 Penalty: 2545.791260
	Iteration 29Q: 3 clusters Score -263073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -263075.000000 Penalty: 2545.791260
	Iteration 30Q: 3 clusters Score -263075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -263077.343750 Penalty: 2545.791260
	Iteration 31Q: 3 clusters Score -263077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -263080.437500 Penalty: 2545.791260
	Iteration 32Q: 3 clusters Score -263080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -263086.093750 Penalty: 2545.791260
	Iteration 33Q: 3 clusters Score -263086.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -263090.500000 Penalty: 2545.791260
	Iteration 34Q: 3 clusters Score -263090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -263095.437500 Penalty: 2545.791260
	Iteration 35Q: 3 clusters Score -263095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -263104.250000 Penalty: 2545.791260
	Iteration 36Q: 3 clusters Score -263104.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -263113.593750 Penalty: 2545.791260
	Iteration 37Q: 3 clusters Score -263113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -263121.687500 Penalty: 2545.791260
	Iteration 38Q: 3 clusters Score -263121.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -263128.125000 Penalty: 2545.791260
	Iteration 39Q: 3 clusters Score -263128.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -263135.468750 Penalty: 2545.791260
	Iteration 40F: 3 clusters Score -263135.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -263146.687500 Penalty: 2545.791260
	Iteration 41Q: 3 clusters Score -263146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -263152.437500 Penalty: 2545.791260
	Iteration 42Q: 3 clusters Score -263152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -263159.843750 Penalty: 2545.791260
	Iteration 43Q: 3 clusters Score -263159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -263171.843750 Penalty: 2545.791260
	Iteration 44Q: 3 clusters Score -263171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -263183.125000 Penalty: 2545.791260
	Iteration 45Q: 3 clusters Score -263183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -263197.906250 Penalty: 2545.791260
	Iteration 46Q: 3 clusters Score -263197.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -263209.250000 Penalty: 2545.791260
	Iteration 47Q: 3 clusters Score -263209.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -263217.312500 Penalty: 2545.791260
	Iteration 48Q: 3 clusters Score -263217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -263224.156250 Penalty: 2545.791260
	Iteration 49Q: 3 clusters Score -263224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -263233.218750 Penalty: 2545.791260
	Iteration 50Q: 3 clusters Score -263233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -263239.500000 Penalty: 2545.791260
	Iteration 51Q: 3 clusters Score -263239.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -263245.781250 Penalty: 2545.791260
	Iteration 52Q: 3 clusters Score -263245.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -263250.843750 Penalty: 2545.791260
	Iteration 53Q: 3 clusters Score -263250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -263252.281250 Penalty: 2545.791260
	Iteration 54Q: 3 clusters Score -263252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -263252.687500 Penalty: 2545.791260
	Iteration 55Q: 3 clusters Score -263252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -263252.906250 Penalty: 2545.791260
	Iteration 56Q: 3 clusters Score -263252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -263254.562500 Penalty: 2545.791260
	Iteration 57Q: 3 clusters Score -263254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -263256.937500 Penalty: 2545.791260
	Iteration 58Q: 3 clusters Score -263256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -263258.343750 Penalty: 2545.791260
	Iteration 59Q: 3 clusters Score -263258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -263259.750000 Penalty: 2545.791260
	Iteration 60F: 3 clusters Score -263259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -263260.062500 Penalty: 2545.791260
	Iteration 61Q: 3 clusters Score -263260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -263260.531250 Penalty: 2545.791260
	Iteration 62Q: 3 clusters Score -263260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -263260.468750 Penalty: 2545.791260
	Iteration 63Q: 3 clusters Score -263260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -263260.468750 Penalty: 2545.791260
	Iteration 64F: 3 clusters Score -263260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Entering Unmasked Estep 
Score: -8246219.000000 Penalty: 1824.154053
	Iteration 0F: 2 clusters Score -8246219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8196012.000000 Penalty: 3648.308105
	Iteration 0F: 3 clusters Score -8196012 nChanged 35833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -8216249.500000 Penalty: 3648.308105
	Iteration 1F: 3 clusters Score -8216250 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -8216822.500000 Penalty: 3648.308105
	Iteration 2Q: 3 clusters Score -8216822 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8217460.000000 Penalty: 3648.308105
	Iteration 3Q: 3 clusters Score -8217460 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -8218410.500000 Penalty: 3648.308105
	Iteration 4Q: 3 clusters Score -8218410 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -8220059.500000 Penalty: 3648.308105
	Iteration 5Q: 3 clusters Score -8220060 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -8222851.000000 Penalty: 3648.308105
	Iteration 6F: 3 clusters Score -8222851 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8227536.000000 Penalty: 3648.308105
	Iteration 7F: 3 clusters Score -8227536 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -8233243.000000 Penalty: 3648.308105
	Iteration 8F: 3 clusters Score -8233243 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -8238617.000000 Penalty: 3648.308105
	Iteration 9F: 3 clusters Score -8238617 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8241927.500000 Penalty: 3648.308105
	Iteration 10Q: 3 clusters Score -8241928 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8243466.000000 Penalty: 3648.308105
	Iteration 11Q: 3 clusters Score -8243466 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8244195.500000 Penalty: 3648.308105
	Iteration 12Q: 3 clusters Score -8244196 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8244515.000000 Penalty: 3648.308105
	Iteration 13Q: 3 clusters Score -8244515 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8244675.500000 Penalty: 3648.308105
	Iteration 14Q: 3 clusters Score -8244676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8244782.000000 Penalty: 3648.308105
	Iteration 15Q: 3 clusters Score -8244782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8244803.500000 Penalty: 3648.308105
	Iteration 16Q: 3 clusters Score -8244804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8244837.000000 Penalty: 3648.308105
	Iteration 17Q: 3 clusters Score -8244837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8244879.000000 Penalty: 3648.308105
	Iteration 18Q: 3 clusters Score -8244879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8244902.000000 Penalty: 3648.308105
	Iteration 19Q: 3 clusters Score -8244902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8244918.000000 Penalty: 3648.308105
	Iteration 20F: 3 clusters Score -8244918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8244941.500000 Penalty: 3648.308105
	Iteration 21Q: 3 clusters Score -8244942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8244958.000000 Penalty: 3648.308105
	Iteration 22Q: 3 clusters Score -8244958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8244967.000000 Penalty: 3648.308105
	Iteration 23Q: 3 clusters Score -8244967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8244972.500000 Penalty: 3648.308105
	Iteration 24Q: 3 clusters Score -8244972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8244981.000000 Penalty: 3648.308105
	Iteration 25Q: 3 clusters Score -8244981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8244982.500000 Penalty: 3648.308105
	Iteration 26Q: 3 clusters Score -8244982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8244983.500000 Penalty: 3648.308105
	Iteration 27Q: 3 clusters Score -8244984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8244980.000000 Penalty: 3648.308105
	Iteration 28Q: 3 clusters Score -8244980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8244984.000000 Penalty: 3648.308105
	Iteration 29Q: 3 clusters Score -8244984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8244977.000000 Penalty: 3648.308105
	Iteration 30Q: 3 clusters Score -8244977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8244980.500000 Penalty: 3648.308105
	Iteration 31Q: 3 clusters Score -8244980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8244994.000000 Penalty: 3648.308105
	Iteration 32Q: 3 clusters Score -8244994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8244990.500000 Penalty: 3648.308105
	Iteration 33Q: 3 clusters Score -8244990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8244989.500000 Penalty: 3648.308105
	Iteration 34Q: 3 clusters Score -8244990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8245007.500000 Penalty: 3648.308105
	Iteration 35Q: 3 clusters Score -8245008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8245007.000000 Penalty: 3648.308105
	Iteration 36Q: 3 clusters Score -8245007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8245019.500000 Penalty: 3648.308105
	Iteration 37Q: 3 clusters Score -8245020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8245031.000000 Penalty: 3648.308105
	Iteration 38Q: 3 clusters Score -8245031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8245029.500000 Penalty: 3648.308105
	Iteration 39Q: 3 clusters Score -8245030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8245023.500000 Penalty: 3648.308105
	Iteration 40F: 3 clusters Score -8245024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8245031.500000 Penalty: 3648.308105
	Iteration 41Q: 3 clusters Score -8245032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8245033.000000 Penalty: 3648.308105
	Iteration 42Q: 3 clusters Score -8245033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8245028.000000 Penalty: 3648.308105
	Iteration 43Q: 3 clusters Score -8245028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8245030.000000 Penalty: 3648.308105
	Iteration 44Q: 3 clusters Score -8245030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8245031.500000 Penalty: 3648.308105
	Iteration 45Q: 3 clusters Score -8245032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8245027.500000 Penalty: 3648.308105
	Iteration 46Q: 3 clusters Score -8245028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8245033.000000 Penalty: 3648.308105
	Iteration 47Q: 3 clusters Score -8245033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8245033.000000 Penalty: 3648.308105
	Iteration 48F: 3 clusters Score -8245033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -295072.281250 Penalty: 1296.753784
	Iteration 0F: 2 clusters Score -295072.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -292386.468750 Penalty: 2593.507568
	Iteration 0F: 3 clusters Score -292386.5 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -292998.593750 Penalty: 2593.507568
	Iteration 1F: 3 clusters Score -292998.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -293120.406250 Penalty: 2593.507568
	Iteration 2F: 3 clusters Score -293120.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -293209.187500 Penalty: 2593.507568
	Iteration 3Q: 3 clusters Score -293209.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -293280.687500 Penalty: 2593.507568
	Iteration 4Q: 3 clusters Score -293280.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -293349.218750 Penalty: 2593.507568
	Iteration 5Q: 3 clusters Score -293349.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -293410.156250 Penalty: 2593.507568
	Iteration 6Q: 3 clusters Score -293410.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -293454.812500 Penalty: 2593.507568
	Iteration 7Q: 3 clusters Score -293454.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -293499.750000 Penalty: 2593.507568
	Iteration 8Q: 3 clusters Score -293499.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -293552.312500 Penalty: 2593.507568
	Iteration 9Q: 3 clusters Score -293552.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -293613.875000 Penalty: 2593.507568
	Iteration 10Q: 3 clusters Score -293613.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -293681.218750 Penalty: 2593.507568
	Iteration 11Q: 3 clusters Score -293681.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -293772.500000 Penalty: 2593.507568
	Iteration 12Q: 3 clusters Score -293772.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -293882.906250 Penalty: 2593.507568
	Iteration 13Q: 3 clusters Score -293882.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -294016.625000 Penalty: 2593.507568
	Iteration 14Q: 3 clusters Score -294016.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -294215.281250 Penalty: 2593.507568
	Iteration 15Q: 3 clusters Score -294215.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -294424.093750 Penalty: 2593.507568
	Iteration 16Q: 3 clusters Score -294424.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -294640.250000 Penalty: 2593.507568
	Iteration 17Q: 3 clusters Score -294640.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -294768.312500 Penalty: 2593.507568
	Iteration 18Q: 3 clusters Score -294768.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -294852.343750 Penalty: 2593.507568
	Iteration 19Q: 3 clusters Score -294852.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -294913.437500 Penalty: 2593.507568
	Iteration 20F: 3 clusters Score -294913.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -294962.468750 Penalty: 2593.507568
	Iteration 21Q: 3 clusters Score -294962.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -294986.468750 Penalty: 2593.507568
	Iteration 22Q: 3 clusters Score -294986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -294992.500000 Penalty: 2593.507568
	Iteration 23Q: 3 clusters Score -294992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -294999.031250 Penalty: 2593.507568
	Iteration 24Q: 3 clusters Score -294999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -295003.187500 Penalty: 2593.507568
	Iteration 25Q: 3 clusters Score -295003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -295004.343750 Penalty: 2593.507568
	Iteration 26Q: 3 clusters Score -295004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -295005.562500 Penalty: 2593.507568
	Iteration 27Q: 3 clusters Score -295005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -295005.562500 Penalty: 2593.507568
	Iteration 28F: 3 clusters Score -295005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -164288.968750 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -164289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162519.328125 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -162519.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -162846.468750 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -162846.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -162920.953125 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -162921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162961.656250 Penalty: 2377.662109
	Iteration 3Q: 3 clusters Score -162961.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162994.875000 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -162994.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163018.609375 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -163018.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163033.343750 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -163033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163040.062500 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -163040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163045.531250 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -163045.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -163051.812500 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -163051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163056.875000 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -163056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163058.890625 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -163058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163060.062500 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -163060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163060.234375 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -163060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163060.234375 Penalty: 2377.662109
	Iteration 14F: 3 clusters Score -163060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -593853.375000 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -593853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -589672.750000 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -589672.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -590799.687500 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -590799.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -590946.312500 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -590946.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -591051.187500 Penalty: 2792.015137
	Iteration 3Q: 3 clusters Score -591051.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -591148.500000 Penalty: 2792.015137
	Iteration 4Q: 3 clusters Score -591148.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -591243.500000 Penalty: 2792.015137
	Iteration 5Q: 3 clusters Score -591243.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -591352.437500 Penalty: 2792.015137
	Iteration 6Q: 3 clusters Score -591352.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -591455.375000 Penalty: 2792.015137
	Iteration 7Q: 3 clusters Score -591455.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -591573.437500 Penalty: 2792.015137
	Iteration 8Q: 3 clusters Score -591573.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -591714.375000 Penalty: 2792.015137
	Iteration 9Q: 3 clusters Score -591714.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -591858.312500 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -591858.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -591996.375000 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -591996.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -592135.625000 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -592135.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -592293.875000 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -592293.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -592431.125000 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -592431.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -592522.375000 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -592522.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -592578.562500 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -592578.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -592613.937500 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -592613.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -592644.437500 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -592644.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -592661.375000 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -592661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -592684.187500 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -592684.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -592698.062500 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -592698.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -592712.250000 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -592712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -592717.687500 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -592717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -592723.750000 Penalty: 2792.015137
	Iteration 24Q: 3 clusters Score -592723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -592728.687500 Penalty: 2792.015137
	Iteration 25Q: 3 clusters Score -592728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -592730.687500 Penalty: 2792.015137
	Iteration 26Q: 3 clusters Score -592730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -592731.812500 Penalty: 2792.015137
	Iteration 27Q: 3 clusters Score -592731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -592731.812500 Penalty: 2792.015137
	Iteration 28F: 3 clusters Score -592731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Entering Unmasked Estep 
Score: -3488213.500000 Penalty: 1684.284668
	Iteration 0F: 2 clusters Score -3488214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3466966.250000 Penalty: 3368.569336
	Iteration 0F: 3 clusters Score -3466966 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3475079.750000 Penalty: 3368.569336
	Iteration 1F: 3 clusters Score -3475080 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3475519.250000 Penalty: 3368.569336
	Iteration 2Q: 3 clusters Score -3475519 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3476038.500000 Penalty: 3368.569336
	Iteration 3Q: 3 clusters Score -3476038 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3476697.500000 Penalty: 3368.569336
	Iteration 4Q: 3 clusters Score -3476698 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3477684.750000 Penalty: 3368.569336
	Iteration 5F: 3 clusters Score -3477685 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3479093.250000 Penalty: 3368.569336
	Iteration 6F: 3 clusters Score -3479093 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3480777.250000 Penalty: 3368.569336
	Iteration 7F: 3 clusters Score -3480777 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3482291.750000 Penalty: 3368.569336
	Iteration 8F: 3 clusters Score -3482292 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3483222.750000 Penalty: 3368.569336
	Iteration 9F: 3 clusters Score -3483223 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3483616.000000 Penalty: 3368.569336
	Iteration 10Q: 3 clusters Score -3483616 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3483846.250000 Penalty: 3368.569336
	Iteration 11Q: 3 clusters Score -3483846 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3483987.000000 Penalty: 3368.569336
	Iteration 12Q: 3 clusters Score -3483987 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3484113.500000 Penalty: 3368.569336
	Iteration 13Q: 3 clusters Score -3484114 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3484184.500000 Penalty: 3368.569336
	Iteration 14Q: 3 clusters Score -3484184 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3484251.250000 Penalty: 3368.569336
	Iteration 15Q: 3 clusters Score -3484251 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3484311.000000 Penalty: 3368.569336
	Iteration 16Q: 3 clusters Score -3484311 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3484377.250000 Penalty: 3368.569336
	Iteration 17Q: 3 clusters Score -3484377 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3484434.250000 Penalty: 3368.569336
	Iteration 18Q: 3 clusters Score -3484434 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3484480.750000 Penalty: 3368.569336
	Iteration 19Q: 3 clusters Score -3484481 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3484526.750000 Penalty: 3368.569336
	Iteration 20F: 3 clusters Score -3484527 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3484573.500000 Penalty: 3368.569336
	Iteration 21Q: 3 clusters Score -3484574 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3484617.000000 Penalty: 3368.569336
	Iteration 22Q: 3 clusters Score -3484617 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3484640.750000 Penalty: 3368.569336
	Iteration 23Q: 3 clusters Score -3484641 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3484687.000000 Penalty: 3368.569336
	Iteration 24Q: 3 clusters Score -3484687 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3484712.250000 Penalty: 3368.569336
	Iteration 25Q: 3 clusters Score -3484712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3484759.750000 Penalty: 3368.569336
	Iteration 26Q: 3 clusters Score -3484760 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3484796.250000 Penalty: 3368.569336
	Iteration 27Q: 3 clusters Score -3484796 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3484824.250000 Penalty: 3368.569336
	Iteration 28Q: 3 clusters Score -3484824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3484847.250000 Penalty: 3368.569336
	Iteration 29Q: 3 clusters Score -3484847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3484887.000000 Penalty: 3368.569336
	Iteration 30Q: 3 clusters Score -3484887 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3484925.000000 Penalty: 3368.569336
	Iteration 31Q: 3 clusters Score -3484925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3484943.000000 Penalty: 3368.569336
	Iteration 32Q: 3 clusters Score -3484943 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3484988.750000 Penalty: 3368.569336
	Iteration 33Q: 3 clusters Score -3484989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3485030.250000 Penalty: 3368.569336
	Iteration 34Q: 3 clusters Score -3485030 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3485062.750000 Penalty: 3368.569336
	Iteration 35Q: 3 clusters Score -3485063 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3485090.000000 Penalty: 3368.569336
	Iteration 36Q: 3 clusters Score -3485090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3485109.000000 Penalty: 3368.569336
	Iteration 37Q: 3 clusters Score -3485109 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3485137.000000 Penalty: 3368.569336
	Iteration 38Q: 3 clusters Score -3485137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3485157.500000 Penalty: 3368.569336
	Iteration 39Q: 3 clusters Score -3485158 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3485186.750000 Penalty: 3368.569336
	Iteration 40F: 3 clusters Score -3485187 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3485220.500000 Penalty: 3368.569336
	Iteration 41Q: 3 clusters Score -3485220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3485243.500000 Penalty: 3368.569336
	Iteration 42Q: 3 clusters Score -3485244 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3485270.250000 Penalty: 3368.569336
	Iteration 43Q: 3 clusters Score -3485270 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3485305.250000 Penalty: 3368.569336
	Iteration 44Q: 3 clusters Score -3485305 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3485330.750000 Penalty: 3368.569336
	Iteration 45Q: 3 clusters Score -3485331 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3485372.750000 Penalty: 3368.569336
	Iteration 46Q: 3 clusters Score -3485373 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3485394.250000 Penalty: 3368.569336
	Iteration 47Q: 3 clusters Score -3485394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3485426.000000 Penalty: 3368.569336
	Iteration 48Q: 3 clusters Score -3485426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3485471.500000 Penalty: 3368.569336
	Iteration 49Q: 3 clusters Score -3485472 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3485516.250000 Penalty: 3368.569336
	Iteration 50Q: 3 clusters Score -3485516 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3485555.500000 Penalty: 3368.569336
	Iteration 51Q: 3 clusters Score -3485556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3485590.750000 Penalty: 3368.569336
	Iteration 52Q: 3 clusters Score -3485591 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3485617.500000 Penalty: 3368.569336
	Iteration 53Q: 3 clusters Score -3485618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3485636.500000 Penalty: 3368.569336
	Iteration 54Q: 3 clusters Score -3485636 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3485659.500000 Penalty: 3368.569336
	Iteration 55Q: 3 clusters Score -3485660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3485664.750000 Penalty: 3368.569336
	Iteration 56Q: 3 clusters Score -3485665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3485696.250000 Penalty: 3368.569336
	Iteration 57Q: 3 clusters Score -3485696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3485705.500000 Penalty: 3368.569336
	Iteration 58Q: 3 clusters Score -3485706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3485726.500000 Penalty: 3368.569336
	Iteration 59Q: 3 clusters Score -3485726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3485751.750000 Penalty: 3368.569336
	Iteration 60F: 3 clusters Score -3485752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3485777.750000 Penalty: 3368.569336
	Iteration 61Q: 3 clusters Score -3485778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3485796.250000 Penalty: 3368.569336
	Iteration 62Q: 3 clusters Score -3485796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3485814.750000 Penalty: 3368.569336
	Iteration 63Q: 3 clusters Score -3485815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3485850.750000 Penalty: 3368.569336
	Iteration 64Q: 3 clusters Score -3485851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3485873.500000 Penalty: 3368.569336
	Iteration 65Q: 3 clusters Score -3485874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3485903.000000 Penalty: 3368.569336
	Iteration 66Q: 3 clusters Score -3485903 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3485941.250000 Penalty: 3368.569336
	Iteration 67Q: 3 clusters Score -3485941 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3485958.000000 Penalty: 3368.569336
	Iteration 68Q: 3 clusters Score -3485958 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3485993.250000 Penalty: 3368.569336
	Iteration 69Q: 3 clusters Score -3485993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3486021.500000 Penalty: 3368.569336
	Iteration 70Q: 3 clusters Score -3486022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3486045.000000 Penalty: 3368.569336
	Iteration 71Q: 3 clusters Score -3486045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3486081.500000 Penalty: 3368.569336
	Iteration 72Q: 3 clusters Score -3486082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3486116.750000 Penalty: 3368.569336
	Iteration 73Q: 3 clusters Score -3486117 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3486139.250000 Penalty: 3368.569336
	Iteration 74Q: 3 clusters Score -3486139 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3486156.250000 Penalty: 3368.569336
	Iteration 75Q: 3 clusters Score -3486156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3486178.000000 Penalty: 3368.569336
	Iteration 76Q: 3 clusters Score -3486178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3486217.500000 Penalty: 3368.569336
	Iteration 77Q: 3 clusters Score -3486218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3486247.250000 Penalty: 3368.569336
	Iteration 78Q: 3 clusters Score -3486247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3486269.750000 Penalty: 3368.569336
	Iteration 79Q: 3 clusters Score -3486270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3486285.250000 Penalty: 3368.569336
	Iteration 80F: 3 clusters Score -3486285 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3486311.250000 Penalty: 3368.569336
	Iteration 81Q: 3 clusters Score -3486311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3486339.250000 Penalty: 3368.569336
	Iteration 82Q: 3 clusters Score -3486339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3486364.500000 Penalty: 3368.569336
	Iteration 83Q: 3 clusters Score -3486364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3486368.750000 Penalty: 3368.569336
	Iteration 84Q: 3 clusters Score -3486369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3486381.750000 Penalty: 3368.569336
	Iteration 85Q: 3 clusters Score -3486382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3486388.000000 Penalty: 3368.569336
	Iteration 86Q: 3 clusters Score -3486388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3486414.250000 Penalty: 3368.569336
	Iteration 87Q: 3 clusters Score -3486414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3486438.250000 Penalty: 3368.569336
	Iteration 88Q: 3 clusters Score -3486438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3486440.750000 Penalty: 3368.569336
	Iteration 89Q: 3 clusters Score -3486441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3486441.500000 Penalty: 3368.569336
	Iteration 90Q: 3 clusters Score -3486442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3486444.500000 Penalty: 3368.569336
	Iteration 91Q: 3 clusters Score -3486444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3486457.500000 Penalty: 3368.569336
	Iteration 92Q: 3 clusters Score -3486458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3486459.500000 Penalty: 3368.569336
	Iteration 93Q: 3 clusters Score -3486460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3486467.250000 Penalty: 3368.569336
	Iteration 94Q: 3 clusters Score -3486467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3486475.500000 Penalty: 3368.569336
	Iteration 95Q: 3 clusters Score -3486476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3486494.000000 Penalty: 3368.569336
	Iteration 96Q: 3 clusters Score -3486494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3486497.750000 Penalty: 3368.569336
	Iteration 97Q: 3 clusters Score -3486498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3486498.250000 Penalty: 3368.569336
	Iteration 98Q: 3 clusters Score -3486498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3486492.750000 Penalty: 3368.569336
	Iteration 99Q: 3 clusters Score -3486493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3486500.000000 Penalty: 3368.569336
	Iteration 100F: 3 clusters Score -3486500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3486502.250000 Penalty: 3368.569336
	Iteration 101Q: 3 clusters Score -3486502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3486513.250000 Penalty: 3368.569336
	Iteration 102Q: 3 clusters Score -3486513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3486517.250000 Penalty: 3368.569336
	Iteration 103Q: 3 clusters Score -3486517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3486520.000000 Penalty: 3368.569336
	Iteration 104Q: 3 clusters Score -3486520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3486518.750000 Penalty: 3368.569336
	Iteration 105Q: 3 clusters Score -3486519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3486524.000000 Penalty: 3368.569336
	Iteration 106Q: 3 clusters Score -3486524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3486526.000000 Penalty: 3368.569336
	Iteration 107Q: 3 clusters Score -3486526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3486525.250000 Penalty: 3368.569336
	Iteration 108Q: 3 clusters Score -3486525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3486529.250000 Penalty: 3368.569336
	Iteration 109Q: 3 clusters Score -3486529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3486533.500000 Penalty: 3368.569336
	Iteration 110Q: 3 clusters Score -3486534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3486536.500000 Penalty: 3368.569336
	Iteration 111Q: 3 clusters Score -3486536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3486544.000000 Penalty: 3368.569336
	Iteration 112Q: 3 clusters Score -3486544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3486544.750000 Penalty: 3368.569336
	Iteration 113Q: 3 clusters Score -3486545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3486540.250000 Penalty: 3368.569336
	Iteration 114Q: 3 clusters Score -3486540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3486542.750000 Penalty: 3368.569336
	Iteration 115Q: 3 clusters Score -3486543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3486542.250000 Penalty: 3368.569336
	Iteration 116Q: 3 clusters Score -3486542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3486544.000000 Penalty: 3368.569336
	Iteration 117Q: 3 clusters Score -3486544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3486542.000000 Penalty: 3368.569336
	Iteration 118Q: 3 clusters Score -3486542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3486540.750000 Penalty: 3368.569336
	Iteration 119Q: 3 clusters Score -3486541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3486542.500000 Penalty: 3368.569336
	Iteration 120F: 3 clusters Score -3486542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3486546.000000 Penalty: 3368.569336
	Iteration 121Q: 3 clusters Score -3486546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3486541.750000 Penalty: 3368.569336
	Iteration 122Q: 3 clusters Score -3486542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3486548.000000 Penalty: 3368.569336
	Iteration 123Q: 3 clusters Score -3486548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3486550.750000 Penalty: 3368.569336
	Iteration 124Q: 3 clusters Score -3486551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3486554.000000 Penalty: 3368.569336
	Iteration 125Q: 3 clusters Score -3486554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3486559.000000 Penalty: 3368.569336
	Iteration 126Q: 3 clusters Score -3486559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3486558.750000 Penalty: 3368.569336
	Iteration 127Q: 3 clusters Score -3486559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3486559.000000 Penalty: 3368.569336
	Iteration 128Q: 3 clusters Score -3486559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3486552.250000 Penalty: 3368.569336
	Iteration 129Q: 3 clusters Score -3486552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3486553.000000 Penalty: 3368.569336
	Iteration 130Q: 3 clusters Score -3486553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3486554.750000 Penalty: 3368.569336
	Iteration 131Q: 3 clusters Score -3486555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3486551.500000 Penalty: 3368.569336
	Iteration 132Q: 3 clusters Score -3486552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3486557.000000 Penalty: 3368.569336
	Iteration 133Q: 3 clusters Score -3486557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3486553.000000 Penalty: 3368.569336
	Iteration 134Q: 3 clusters Score -3486553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3486557.500000 Penalty: 3368.569336
	Iteration 135Q: 3 clusters Score -3486558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3486560.250000 Penalty: 3368.569336
	Iteration 136Q: 3 clusters Score -3486560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3486560.250000 Penalty: 3368.569336
	Iteration 137F: 3 clusters Score -3486560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117338.335938 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -117338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115832.695312 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -115832.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116080.351562 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -116080.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116148.742188 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -116148.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116189.703125 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -116189.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116209.656250 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -116209.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -116221.085938 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -116221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116225.164062 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -116225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116231.796875 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -116231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116241.539062 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -116241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116246.656250 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -116246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116251.890625 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -116251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116255.171875 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -116255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116257.640625 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -116257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116260.515625 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -116260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116261.500000 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -116261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116263.265625 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -116263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116264.726562 Penalty: 2267.616455
	Iteration 16Q: 3 clusters Score -116264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116264.726562 Penalty: 2267.616455
	Iteration 17F: 3 clusters Score -116264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Entering Unmasked Estep 
Score: -4076379.500000 Penalty: 1709.271240
	Iteration 0F: 2 clusters Score -4076380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4051459.250000 Penalty: 3418.542480
	Iteration 0F: 3 clusters Score -4051459 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4061147.000000 Penalty: 3418.542480
	Iteration 1F: 3 clusters Score -4061147 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4061554.500000 Penalty: 3418.542480
	Iteration 2Q: 3 clusters Score -4061554 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4061972.500000 Penalty: 3418.542480
	Iteration 3Q: 3 clusters Score -4061972 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4062443.250000 Penalty: 3418.542480
	Iteration 4Q: 3 clusters Score -4062443 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4063016.500000 Penalty: 3418.542480
	Iteration 5Q: 3 clusters Score -4063016 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4063734.500000 Penalty: 3418.542480
	Iteration 6Q: 3 clusters Score -4063734 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4064638.500000 Penalty: 3418.542480
	Iteration 7F: 3 clusters Score -4064638 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4065692.250000 Penalty: 3418.542480
	Iteration 8F: 3 clusters Score -4065692 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4066952.500000 Penalty: 3418.542480
	Iteration 9F: 3 clusters Score -4066952 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4068393.750000 Penalty: 3418.542480
	Iteration 10F: 3 clusters Score -4068394 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -4069870.250000 Penalty: 3418.542480
	Iteration 11F: 3 clusters Score -4069870 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4071345.250000 Penalty: 3418.542480
	Iteration 12F: 3 clusters Score -4071345 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4072614.750000 Penalty: 3418.542480
	Iteration 13Q: 3 clusters Score -4072615 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4073565.000000 Penalty: 3418.542480
	Iteration 14Q: 3 clusters Score -4073565 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4074176.000000 Penalty: 3418.542480
	Iteration 15Q: 3 clusters Score -4074176 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4074534.000000 Penalty: 3418.542480
	Iteration 16Q: 3 clusters Score -4074534 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4074706.500000 Penalty: 3418.542480
	Iteration 17Q: 3 clusters Score -4074706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4074795.500000 Penalty: 3418.542480
	Iteration 18Q: 3 clusters Score -4074796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4074841.000000 Penalty: 3418.542480
	Iteration 19Q: 3 clusters Score -4074841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4074876.500000 Penalty: 3418.542480
	Iteration 20F: 3 clusters Score -4074876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4074895.500000 Penalty: 3418.542480
	Iteration 21Q: 3 clusters Score -4074896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4074911.500000 Penalty: 3418.542480
	Iteration 22Q: 3 clusters Score -4074912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4074917.500000 Penalty: 3418.542480
	Iteration 23Q: 3 clusters Score -4074918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4074922.750000 Penalty: 3418.542480
	Iteration 24Q: 3 clusters Score -4074923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4074925.000000 Penalty: 3418.542480
	Iteration 25Q: 3 clusters Score -4074925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4074926.500000 Penalty: 3418.542480
	Iteration 26Q: 3 clusters Score -4074926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4074926.500000 Penalty: 3418.542480
	Iteration 27F: 3 clusters Score -4074926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -35217.925781 Penalty: 974.018738
	Iteration 0F: 2 clusters Score -35217.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34250.824219 Penalty: 1948.037476
	Iteration 0F: 3 clusters Score -34250.82 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34438.207031 Penalty: 1948.037476
	Iteration 1F: 3 clusters Score -34438.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34479.953125 Penalty: 1948.037476
	Iteration 2F: 3 clusters Score -34479.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34524.953125 Penalty: 1948.037476
	Iteration 3Q: 3 clusters Score -34524.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34564.234375 Penalty: 1948.037476
	Iteration 4Q: 3 clusters Score -34564.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34581.566406 Penalty: 1948.037476
	Iteration 5Q: 3 clusters Score -34581.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34601.996094 Penalty: 1948.037476
	Iteration 6Q: 3 clusters Score -34602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34607.585938 Penalty: 1948.037476
	Iteration 7Q: 3 clusters Score -34607.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34608.457031 Penalty: 1948.037476
	Iteration 8Q: 3 clusters Score -34608.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34608.457031 Penalty: 1948.037476
	Iteration 9F: 3 clusters Score -34608.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Entering Unmasked Estep 
Score: -3498080.000000 Penalty: 1684.443359
	Iteration 0F: 2 clusters Score -3498080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3476671.750000 Penalty: 3368.886719
	Iteration 0F: 3 clusters Score -3476672 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3485039.250000 Penalty: 3368.886719
	Iteration 1F: 3 clusters Score -3485039 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3485724.000000 Penalty: 3368.886719
	Iteration 2F: 3 clusters Score -3485724 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3486545.750000 Penalty: 3368.886719
	Iteration 3F: 3 clusters Score -3486546 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3487624.000000 Penalty: 3368.886719
	Iteration 4F: 3 clusters Score -3487624 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3488964.000000 Penalty: 3368.886719
	Iteration 5F: 3 clusters Score -3488964 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3490745.000000 Penalty: 3368.886719
	Iteration 6F: 3 clusters Score -3490745 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3492733.250000 Penalty: 3368.886719
	Iteration 7F: 3 clusters Score -3492733 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3494283.750000 Penalty: 3368.886719
	Iteration 8F: 3 clusters Score -3494284 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3494987.750000 Penalty: 3368.886719
	Iteration 9Q: 3 clusters Score -3494988 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3495288.500000 Penalty: 3368.886719
	Iteration 10Q: 3 clusters Score -3495288 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3495514.500000 Penalty: 3368.886719
	Iteration 11Q: 3 clusters Score -3495514 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3495664.000000 Penalty: 3368.886719
	Iteration 12Q: 3 clusters Score -3495664 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3495801.750000 Penalty: 3368.886719
	Iteration 13Q: 3 clusters Score -3495802 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3495936.250000 Penalty: 3368.886719
	Iteration 14Q: 3 clusters Score -3495936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3496038.250000 Penalty: 3368.886719
	Iteration 15Q: 3 clusters Score -3496038 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3496154.000000 Penalty: 3368.886719
	Iteration 16Q: 3 clusters Score -3496154 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3496270.250000 Penalty: 3368.886719
	Iteration 17Q: 3 clusters Score -3496270 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3496380.000000 Penalty: 3368.886719
	Iteration 18Q: 3 clusters Score -3496380 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3496481.500000 Penalty: 3368.886719
	Iteration 19Q: 3 clusters Score -3496482 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3496548.000000 Penalty: 3368.886719
	Iteration 20F: 3 clusters Score -3496548 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3496601.750000 Penalty: 3368.886719
	Iteration 21Q: 3 clusters Score -3496602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3496650.250000 Penalty: 3368.886719
	Iteration 22Q: 3 clusters Score -3496650 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3496686.000000 Penalty: 3368.886719
	Iteration 23Q: 3 clusters Score -3496686 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3496737.250000 Penalty: 3368.886719
	Iteration 24Q: 3 clusters Score -3496737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3496760.750000 Penalty: 3368.886719
	Iteration 25Q: 3 clusters Score -3496761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -3496789.250000 Penalty: 3368.886719
	Iteration 26Q: 3 clusters Score -3496789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3496814.500000 Penalty: 3368.886719
	Iteration 27Q: 3 clusters Score -3496814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3496833.500000 Penalty: 3368.886719
	Iteration 28Q: 3 clusters Score -3496834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3496846.000000 Penalty: 3368.886719
	Iteration 29Q: 3 clusters Score -3496846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3496852.000000 Penalty: 3368.886719
	Iteration 30Q: 3 clusters Score -3496852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3496856.750000 Penalty: 3368.886719
	Iteration 31Q: 3 clusters Score -3496857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3496880.750000 Penalty: 3368.886719
	Iteration 32Q: 3 clusters Score -3496881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3496886.250000 Penalty: 3368.886719
	Iteration 33Q: 3 clusters Score -3496886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3496903.750000 Penalty: 3368.886719
	Iteration 34Q: 3 clusters Score -3496904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3496920.250000 Penalty: 3368.886719
	Iteration 35Q: 3 clusters Score -3496920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3496923.250000 Penalty: 3368.886719
	Iteration 36Q: 3 clusters Score -3496923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3496921.750000 Penalty: 3368.886719
	Iteration 37Q: 3 clusters Score -3496922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3496926.250000 Penalty: 3368.886719
	Iteration 38Q: 3 clusters Score -3496926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3496931.750000 Penalty: 3368.886719
	Iteration 39Q: 3 clusters Score -3496932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3496936.250000 Penalty: 3368.886719
	Iteration 40F: 3 clusters Score -3496936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3496939.250000 Penalty: 3368.886719
	Iteration 41Q: 3 clusters Score -3496939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3496944.250000 Penalty: 3368.886719
	Iteration 42Q: 3 clusters Score -3496944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3496946.000000 Penalty: 3368.886719
	Iteration 43Q: 3 clusters Score -3496946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3496945.750000 Penalty: 3368.886719
	Iteration 44Q: 3 clusters Score -3496946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3496949.750000 Penalty: 3368.886719
	Iteration 45Q: 3 clusters Score -3496950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3496945.000000 Penalty: 3368.886719
	Iteration 46Q: 3 clusters Score -3496945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3496953.000000 Penalty: 3368.886719
	Iteration 47Q: 3 clusters Score -3496953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3496953.750000 Penalty: 3368.886719
	Iteration 48Q: 3 clusters Score -3496954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3496951.750000 Penalty: 3368.886719
	Iteration 49Q: 3 clusters Score -3496952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3496951.750000 Penalty: 3368.886719
	Iteration 50F: 3 clusters Score -3496952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125817 members 
Entering Unmasked Estep 
Score: -13809106.000000 Penalty: 1908.169800
	Iteration 0F: 2 clusters Score -1.380911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -13724726.000000 Penalty: 3816.339600
	Iteration 0F: 3 clusters Score -1.372473e+07 nChanged 60351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -13759982.000000 Penalty: 3816.339600
	Iteration 1F: 3 clusters Score -1.375998e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -13760577.000000 Penalty: 3816.339600
	Iteration 2Q: 3 clusters Score -1.376058e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -13761127.000000 Penalty: 3816.339600
	Iteration 3Q: 3 clusters Score -1.376113e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -13761719.000000 Penalty: 3816.339600
	Iteration 4Q: 3 clusters Score -1.376172e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -13762650.000000 Penalty: 3816.339600
	Iteration 5Q: 3 clusters Score -1.376265e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -13763773.000000 Penalty: 3816.339600
	Iteration 6Q: 3 clusters Score -1.376377e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -13765589.000000 Penalty: 3816.339600
	Iteration 7Q: 3 clusters Score -1.376559e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -13768204.000000 Penalty: 3816.339600
	Iteration 8Q: 3 clusters Score -1.37682e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -13772103.000000 Penalty: 3816.339600
	Iteration 9F: 3 clusters Score -1.37721e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -13776883.000000 Penalty: 3816.339600
	Iteration 10F: 3 clusters Score -1.377688e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -13782000.000000 Penalty: 3816.339600
	Iteration 11F: 3 clusters Score -1.3782e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -13786221.000000 Penalty: 3816.339600
	Iteration 12F: 3 clusters Score -1.378622e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -13789111.000000 Penalty: 3816.339600
	Iteration 13Q: 3 clusters Score -1.378911e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -13791299.000000 Penalty: 3816.339600
	Iteration 14Q: 3 clusters Score -1.37913e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -13792960.000000 Penalty: 3816.339600
	Iteration 15Q: 3 clusters Score -1.379296e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -13794395.000000 Penalty: 3816.339600
	Iteration 16Q: 3 clusters Score -1.37944e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -13795988.000000 Penalty: 3816.339600
	Iteration 17Q: 3 clusters Score -1.379599e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 110040 members 
Entering Unmasked Estep 
Score: -13797549.000000 Penalty: 3816.339600
	Iteration 18Q: 3 clusters Score -1.379755e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -13799214.000000 Penalty: 3816.339600
	Iteration 19Q: 3 clusters Score -1.379921e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -13800967.000000 Penalty: 3816.339600
	Iteration 20F: 3 clusters Score -1.380097e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 117779 members 
Entering Unmasked Estep 
Score: -13802564.000000 Penalty: 3816.339600
	Iteration 21Q: 3 clusters Score -1.380256e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -13803987.000000 Penalty: 3816.339600
	Iteration 22Q: 3 clusters Score -1.380399e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -13805015.000000 Penalty: 3816.339600
	Iteration 23Q: 3 clusters Score -1.380502e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -13805838.000000 Penalty: 3816.339600
	Iteration 24Q: 3 clusters Score -1.380584e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -13806464.000000 Penalty: 3816.339600
	Iteration 25Q: 3 clusters Score -1.380646e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 124024 members 
Entering Unmasked Estep 
Score: -13806859.000000 Penalty: 3816.339600
	Iteration 26Q: 3 clusters Score -1.380686e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -13807095.000000 Penalty: 3816.339600
	Iteration 27Q: 3 clusters Score -1.38071e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -13807268.000000 Penalty: 3816.339600
	Iteration 28Q: 3 clusters Score -1.380727e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -13807366.000000 Penalty: 3816.339600
	Iteration 29Q: 3 clusters Score -1.380737e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -13807454.000000 Penalty: 3816.339600
	Iteration 30Q: 3 clusters Score -1.380745e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -13807516.000000 Penalty: 3816.339600
	Iteration 31Q: 3 clusters Score -1.380752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125066 members 
Entering Unmasked Estep 
Score: -13807532.000000 Penalty: 3816.339600
	Iteration 32Q: 3 clusters Score -1.380753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
Score: -13807536.000000 Penalty: 3816.339600
	Iteration 33Q: 3 clusters Score -1.380754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -13807545.000000 Penalty: 3816.339600
	Iteration 34Q: 3 clusters Score -1.380754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -13807553.000000 Penalty: 3816.339600
	Iteration 35Q: 3 clusters Score -1.380755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 125157 members 
Entering Unmasked Estep 
Score: -13807561.000000 Penalty: 3816.339600
	Iteration 36Q: 3 clusters Score -1.380756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -13807566.000000 Penalty: 3816.339600
	Iteration 37Q: 3 clusters Score -1.380757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 125184 members 
Entering Unmasked Estep 
Score: -13807567.000000 Penalty: 3816.339600
	Iteration 38Q: 3 clusters Score -1.380757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -13807571.000000 Penalty: 3816.339600
	Iteration 39Q: 3 clusters Score -1.380757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -13807571.000000 Penalty: 3816.339600
	Iteration 40F: 3 clusters Score -1.380757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -13807567.000000 Penalty: 3816.339600
	Iteration 41Q: 3 clusters Score -1.380757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -13807566.000000 Penalty: 3816.339600
	Iteration 42Q: 3 clusters Score -1.380757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -13807578.000000 Penalty: 3816.339600
	Iteration 43Q: 3 clusters Score -1.380758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -13807578.000000 Penalty: 3816.339600
	Iteration 44F: 3 clusters Score -1.380758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20227.720703 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -20227.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19464.494141 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -19464.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19498.943359 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -19498.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19515.681641 Penalty: 1705.282837
	Iteration 2Q: 3 clusters Score -19515.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19520.376953 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -19520.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19525.423828 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -19525.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19528.109375 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -19528.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19528.109375 Penalty: 1705.282837
	Iteration 6F: 3 clusters Score -19528.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190483 members 
Mstep: Class 2 contains 13977 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50133 members 
Mstep: Class 6 contains 126325 members 
Mstep: Class 7 contains 156909 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 17736 members 
Mstep: Class 10 contains 48496 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 75024 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 31724 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36997 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31755 members 
Mstep: Class 23 contains 125817 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863368.000000 Penalty: 49124.660156
Iteration 319Q: 23 clusters Score -9.886337e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190357 members 
Mstep: Class 2 contains 13978 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50138 members 
Mstep: Class 6 contains 126333 members 
Mstep: Class 7 contains 156967 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17749 members 
Mstep: Class 10 contains 48529 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75023 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 31724 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36997 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31763 members 
Mstep: Class 23 contains 125817 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863296.000000 Penalty: 49124.660156
Iteration 320F: 23 clusters Score -9.88633e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190261 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50145 members 
Mstep: Class 6 contains 126344 members 
Mstep: Class 7 contains 157001 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17763 members 
Mstep: Class 10 contains 48559 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75027 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 31727 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36993 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31763 members 
Mstep: Class 23 contains 125818 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863424.000000 Penalty: 49124.660156
Iteration 321Q: 23 clusters Score -9.886342e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190176 members 
Mstep: Class 2 contains 13973 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 126346 members 
Mstep: Class 7 contains 157055 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17771 members 
Mstep: Class 10 contains 48581 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75023 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 31729 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36991 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31765 members 
Mstep: Class 23 contains 125814 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863296.000000 Penalty: 49124.660156
Iteration 322Q: 23 clusters Score -9.88633e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190096 members 
Mstep: Class 2 contains 13973 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 126343 members 
Mstep: Class 7 contains 157104 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17785 members 
Mstep: Class 10 contains 48596 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75016 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 31737 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36993 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31771 members 
Mstep: Class 23 contains 125810 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863296.000000 Penalty: 49124.660156
Iteration 323Q: 23 clusters Score -9.88633e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 190003 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50167 members 
Mstep: Class 6 contains 126339 members 
Mstep: Class 7 contains 157163 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17807 members 
Mstep: Class 10 contains 48605 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 31748 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36985 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31774 members 
Mstep: Class 23 contains 125808 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863424.000000 Penalty: 49124.660156
Iteration 324Q: 23 clusters Score -9.886342e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50174 members 
Mstep: Class 6 contains 126328 members 
Mstep: Class 7 contains 157227 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17824 members 
Mstep: Class 10 contains 48619 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 75011 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 31756 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36977 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31778 members 
Mstep: Class 23 contains 125811 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863440.000000 Penalty: 49124.660156
Iteration 325Q: 23 clusters Score -9.886344e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189792 members 
Mstep: Class 2 contains 13975 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50178 members 
Mstep: Class 6 contains 126314 members 
Mstep: Class 7 contains 157316 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17831 members 
Mstep: Class 10 contains 48640 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 31759 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36982 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31775 members 
Mstep: Class 23 contains 125809 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863448.000000 Penalty: 49124.660156
Iteration 326Q: 23 clusters Score -9.886345e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189715 members 
Mstep: Class 2 contains 13975 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50181 members 
Mstep: Class 6 contains 126309 members 
Mstep: Class 7 contains 157377 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17833 members 
Mstep: Class 10 contains 48648 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 75008 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 31764 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36985 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31778 members 
Mstep: Class 23 contains 125809 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863656.000000 Penalty: 49124.660156
Iteration 327Q: 23 clusters Score -9.886366e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189636 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50183 members 
Mstep: Class 6 contains 126306 members 
Mstep: Class 7 contains 157418 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 48661 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 75002 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 31770 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36984 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31793 members 
Mstep: Class 23 contains 125813 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863632.000000 Penalty: 49124.660156
Iteration 328Q: 23 clusters Score -9.886363e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189575 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50190 members 
Mstep: Class 6 contains 126309 members 
Mstep: Class 7 contains 157455 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 48665 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 74990 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 31778 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36973 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31815 members 
Mstep: Class 23 contains 125815 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863632.000000 Penalty: 49124.660156
Iteration 329Q: 23 clusters Score -9.886363e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189510 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 126308 members 
Mstep: Class 7 contains 157503 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 48671 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 12 contains 74989 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 31788 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36973 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31824 members 
Mstep: Class 23 contains 125812 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863600.000000 Penalty: 49124.660156
Iteration 330Q: 23 clusters Score -9.88636e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50185 members 
Mstep: Class 6 contains 126320 members 
Mstep: Class 7 contains 157515 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17843 members 
Mstep: Class 10 contains 48678 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 74989 members 
Mstep: Class 13 contains 2930 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31800 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36971 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31835 members 
Mstep: Class 23 contains 125810 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863624.000000 Penalty: 49124.660156
Iteration 331Q: 23 clusters Score -9.886362e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189409 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50189 members 
Mstep: Class 6 contains 126333 members 
Mstep: Class 7 contains 157532 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17846 members 
Mstep: Class 10 contains 48685 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 74993 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31806 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36969 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31846 members 
Mstep: Class 23 contains 125802 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863648.000000 Penalty: 49124.660156
Iteration 332Q: 23 clusters Score -9.886365e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189359 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 3018 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50195 members 
Mstep: Class 6 contains 126344 members 
Mstep: Class 7 contains 157538 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17848 members 
Mstep: Class 10 contains 48693 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 74997 members 
Mstep: Class 13 contains 2933 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31809 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36967 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31860 members 
Mstep: Class 23 contains 125802 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863800.000000 Penalty: 49124.660156
Iteration 333Q: 23 clusters Score -9.88638e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189315 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50197 members 
Mstep: Class 6 contains 126345 members 
Mstep: Class 7 contains 157528 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17850 members 
Mstep: Class 10 contains 48700 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 31820 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36968 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31877 members 
Mstep: Class 23 contains 125805 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863800.000000 Penalty: 49124.660156
Iteration 334Q: 23 clusters Score -9.88638e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189255 members 
Mstep: Class 2 contains 13979 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50196 members 
Mstep: Class 6 contains 126339 members 
Mstep: Class 7 contains 157554 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17852 members 
Mstep: Class 10 contains 48706 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 75011 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31828 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36966 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31892 members 
Mstep: Class 23 contains 125807 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863936.000000 Penalty: 49124.660156
Iteration 335Q: 23 clusters Score -9.886394e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189194 members 
Mstep: Class 2 contains 13975 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50200 members 
Mstep: Class 6 contains 126334 members 
Mstep: Class 7 contains 157593 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 48717 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 75016 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31840 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36962 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31906 members 
Mstep: Class 23 contains 125803 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863880.000000 Penalty: 49124.660156
Iteration 336Q: 23 clusters Score -9.886388e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 13973 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50218 members 
Mstep: Class 6 contains 126348 members 
Mstep: Class 7 contains 157594 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17846 members 
Mstep: Class 10 contains 48735 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 75014 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31854 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36962 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31914 members 
Mstep: Class 23 contains 125805 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863904.000000 Penalty: 49124.660156
Iteration 337Q: 23 clusters Score -9.88639e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189056 members 
Mstep: Class 2 contains 13971 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50223 members 
Mstep: Class 6 contains 126355 members 
Mstep: Class 7 contains 157597 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17854 members 
Mstep: Class 10 contains 48751 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 75014 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 31864 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36959 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31931 members 
Mstep: Class 23 contains 125800 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863784.000000 Penalty: 49124.660156
Iteration 338Q: 23 clusters Score -9.886378e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 13968 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50228 members 
Mstep: Class 6 contains 126358 members 
Mstep: Class 7 contains 157604 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 17863 members 
Mstep: Class 10 contains 48771 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 31870 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36957 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31939 members 
Mstep: Class 23 contains 125803 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863832.000000 Penalty: 49124.660156
Iteration 339Q: 23 clusters Score -9.886383e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188917 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50230 members 
Mstep: Class 6 contains 126371 members 
Mstep: Class 7 contains 157639 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17873 members 
Mstep: Class 10 contains 48789 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 75000 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 31878 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36953 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31952 members 
Mstep: Class 23 contains 125807 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863976.000000 Penalty: 49124.660156
Iteration 340F: 23 clusters Score -9.886398e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188829 members 
Mstep: Class 2 contains 13956 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50231 members 
Mstep: Class 6 contains 126385 members 
Mstep: Class 7 contains 157691 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17876 members 
Mstep: Class 10 contains 48801 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 74998 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 31884 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36950 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31964 members 
Mstep: Class 23 contains 125809 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863840.000000 Penalty: 49124.660156
Iteration 341Q: 23 clusters Score -9.886384e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188738 members 
Mstep: Class 2 contains 13956 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50233 members 
Mstep: Class 6 contains 126398 members 
Mstep: Class 7 contains 157722 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17881 members 
Mstep: Class 10 contains 48814 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36954 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31970 members 
Mstep: Class 23 contains 125814 members 
Mstep: Class 24 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 342Q: 23 clusters Score -9.886378e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188643 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 126406 members 
Mstep: Class 7 contains 157763 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17887 members 
Mstep: Class 10 contains 48832 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 75012 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 31895 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36957 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31975 members 
Mstep: Class 23 contains 125813 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 343Q: 23 clusters Score -9.886378e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188564 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 126410 members 
Mstep: Class 7 contains 157796 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 48842 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 75018 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31899 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36963 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31981 members 
Mstep: Class 23 contains 125805 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863688.000000 Penalty: 49124.660156
Iteration 344Q: 23 clusters Score -9.886369e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188502 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 126415 members 
Mstep: Class 7 contains 157823 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17908 members 
Mstep: Class 10 contains 48849 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75022 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31901 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36966 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 31992 members 
Mstep: Class 23 contains 125798 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863608.000000 Penalty: 49124.660156
Iteration 345Q: 23 clusters Score -9.886361e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188460 members 
Mstep: Class 2 contains 13937 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 126430 members 
Mstep: Class 7 contains 157825 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17909 members 
Mstep: Class 10 contains 48859 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75019 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31902 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36965 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32006 members 
Mstep: Class 23 contains 125802 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863600.000000 Penalty: 49124.660156
Iteration 346Q: 23 clusters Score -9.88636e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188412 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50280 members 
Mstep: Class 6 contains 126442 members 
Mstep: Class 7 contains 157830 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17920 members 
Mstep: Class 10 contains 48872 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75016 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36965 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32015 members 
Mstep: Class 23 contains 125803 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863600.000000 Penalty: 49124.660156
Iteration 347Q: 23 clusters Score -9.88636e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188360 members 
Mstep: Class 2 contains 13923 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50296 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 157838 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17929 members 
Mstep: Class 10 contains 48892 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75011 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 31907 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36961 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 125801 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863816.000000 Penalty: 49124.660156
Iteration 348Q: 23 clusters Score -9.886382e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50316 members 
Mstep: Class 6 contains 126454 members 
Mstep: Class 7 contains 157847 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17936 members 
Mstep: Class 10 contains 48904 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75003 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36959 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 125804 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863928.000000 Penalty: 49124.660156
Iteration 349Q: 23 clusters Score -9.886393e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188262 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50330 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 157862 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17940 members 
Mstep: Class 10 contains 48914 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74998 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36964 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 125802 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863880.000000 Penalty: 49124.660156
Iteration 350Q: 23 clusters Score -9.886388e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188229 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50337 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 157863 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17955 members 
Mstep: Class 10 contains 48921 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75002 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31909 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36963 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 125801 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863952.000000 Penalty: 49124.660156
Iteration 351Q: 23 clusters Score -9.886395e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188197 members 
Mstep: Class 2 contains 13917 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50337 members 
Mstep: Class 6 contains 126471 members 
Mstep: Class 7 contains 157868 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17966 members 
Mstep: Class 10 contains 48932 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75000 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31912 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36962 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32030 members 
Mstep: Class 23 contains 125799 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863904.000000 Penalty: 49124.660156
Iteration 352Q: 23 clusters Score -9.88639e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188160 members 
Mstep: Class 2 contains 13915 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50344 members 
Mstep: Class 6 contains 126477 members 
Mstep: Class 7 contains 157885 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17975 members 
Mstep: Class 10 contains 48937 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75001 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 31910 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36962 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 32029 members 
Mstep: Class 23 contains 125796 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863848.000000 Penalty: 49124.660156
Iteration 353Q: 23 clusters Score -9.886385e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 13913 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50351 members 
Mstep: Class 6 contains 126484 members 
Mstep: Class 7 contains 157902 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17983 members 
Mstep: Class 10 contains 48943 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75000 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31909 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36962 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 125790 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863856.000000 Penalty: 49124.660156
Iteration 354Q: 23 clusters Score -9.886386e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188095 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50350 members 
Mstep: Class 6 contains 126491 members 
Mstep: Class 7 contains 157912 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17983 members 
Mstep: Class 10 contains 48951 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31909 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36959 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32033 members 
Mstep: Class 23 contains 125791 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863864.000000 Penalty: 49124.660156
Iteration 355Q: 23 clusters Score -9.886386e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188057 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50346 members 
Mstep: Class 6 contains 126489 members 
Mstep: Class 7 contains 157949 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 17986 members 
Mstep: Class 10 contains 48957 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31914 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36951 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32036 members 
Mstep: Class 23 contains 125789 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863760.000000 Penalty: 49124.660156
Iteration 356Q: 23 clusters Score -9.886376e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188020 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50349 members 
Mstep: Class 6 contains 126488 members 
Mstep: Class 7 contains 157982 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17986 members 
Mstep: Class 10 contains 48972 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75003 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31914 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36945 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32037 members 
Mstep: Class 23 contains 125785 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863816.000000 Penalty: 49124.660156
Iteration 357Q: 23 clusters Score -9.886382e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187981 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50350 members 
Mstep: Class 6 contains 126488 members 
Mstep: Class 7 contains 158004 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17996 members 
Mstep: Class 10 contains 48980 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75002 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31916 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36943 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32042 members 
Mstep: Class 23 contains 125781 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863880.000000 Penalty: 49124.660156
Iteration 358Q: 23 clusters Score -9.886388e+07 nChanged 160
Entering ConstructFrom: 
Score: -98863880.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (187935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187935 members 
Entering Unmasked Estep 
Score: -20236084.000000 Penalty: 1973.375854
	Iteration 0F: 2 clusters Score -2.023608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -20121300.000000 Penalty: 3946.751709
	Iteration 0F: 3 clusters Score -2.01213e+07 nChanged 91075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -20175720.000000 Penalty: 3946.751709
	Iteration 1F: 3 clusters Score -2.017572e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -20177144.000000 Penalty: 3946.751709
	Iteration 2Q: 3 clusters Score -2.017714e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -20179996.000000 Penalty: 3946.751709
	Iteration 3Q: 3 clusters Score -2.018e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -20184854.000000 Penalty: 3946.751709
	Iteration 4Q: 3 clusters Score -2.018485e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -20192012.000000 Penalty: 3946.751709
	Iteration 5F: 3 clusters Score -2.019201e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -20201762.000000 Penalty: 3946.751709
	Iteration 6F: 3 clusters Score -2.020176e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -20212660.000000 Penalty: 3946.751709
	Iteration 7F: 3 clusters Score -2.021266e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134315 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -20221960.000000 Penalty: 3946.751709
	Iteration 8F: 3 clusters Score -2.022196e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -20228298.000000 Penalty: 3946.751709
	Iteration 9Q: 3 clusters Score -2.02283e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -20231612.000000 Penalty: 3946.751709
	Iteration 10Q: 3 clusters Score -2.023161e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -20233854.000000 Penalty: 3946.751709
	Iteration 11Q: 3 clusters Score -2.023385e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -20235540.000000 Penalty: 3946.751709
	Iteration 12Q: 3 clusters Score -2.023554e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -20236778.000000 Penalty: 3946.751709
	Iteration 13Q: 3 clusters Score -2.023678e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -20237520.000000 Penalty: 3946.751709
	Iteration 14Q: 3 clusters Score -2.023752e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163263 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -20237732.000000 Penalty: 3946.751709
	Iteration 15Q: 3 clusters Score -2.023773e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166223 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -20237684.000000 Penalty: 3946.751709
	Iteration 16Q: 3 clusters Score -2.023768e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168744 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -20237592.000000 Penalty: 3946.751709
	Iteration 17Q: 3 clusters Score -2.023759e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -20237398.000000 Penalty: 3946.751709
	Iteration 18Q: 3 clusters Score -2.02374e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172712 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -20237152.000000 Penalty: 3946.751709
	Iteration 19Q: 3 clusters Score -2.023715e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -20237002.000000 Penalty: 3946.751709
	Iteration 20F: 3 clusters Score -2.0237e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -20236840.000000 Penalty: 3946.751709
	Iteration 21Q: 3 clusters Score -2.023684e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176754 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -20236510.000000 Penalty: 3946.751709
	Iteration 22Q: 3 clusters Score -2.023651e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -20236362.000000 Penalty: 3946.751709
	Iteration 23Q: 3 clusters Score -2.023636e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178739 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -20236152.000000 Penalty: 3946.751709
	Iteration 24Q: 3 clusters Score -2.023615e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -20236050.000000 Penalty: 3946.751709
	Iteration 25Q: 3 clusters Score -2.023605e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180258 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -20235948.000000 Penalty: 3946.751709
	Iteration 26Q: 3 clusters Score -2.023595e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -20235848.000000 Penalty: 3946.751709
	Iteration 27Q: 3 clusters Score -2.023585e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181504 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -20235762.000000 Penalty: 3946.751709
	Iteration 28Q: 3 clusters Score -2.023576e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182059 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -20235700.000000 Penalty: 3946.751709
	Iteration 29Q: 3 clusters Score -2.02357e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182518 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -20235638.000000 Penalty: 3946.751709
	Iteration 30Q: 3 clusters Score -2.023564e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -20235582.000000 Penalty: 3946.751709
	Iteration 31Q: 3 clusters Score -2.023558e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183266 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -20235490.000000 Penalty: 3946.751709
	Iteration 32Q: 3 clusters Score -2.023549e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183562 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -20235510.000000 Penalty: 3946.751709
	Iteration 33Q: 3 clusters Score -2.023551e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183844 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -20235440.000000 Penalty: 3946.751709
	Iteration 34Q: 3 clusters Score -2.023544e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -20235404.000000 Penalty: 3946.751709
	Iteration 35Q: 3 clusters Score -2.02354e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -20235366.000000 Penalty: 3946.751709
	Iteration 36Q: 3 clusters Score -2.023537e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20235400.000000 Penalty: 3946.751709
	Iteration 37Q: 3 clusters Score -2.02354e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -20235332.000000 Penalty: 3946.751709
	Iteration 38Q: 3 clusters Score -2.023533e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -20235308.000000 Penalty: 3946.751709
	Iteration 39Q: 3 clusters Score -2.023531e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -20235268.000000 Penalty: 3946.751709
	Iteration 40F: 3 clusters Score -2.023527e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20235262.000000 Penalty: 3946.751709
	Iteration 41Q: 3 clusters Score -2.023526e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185437 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20235222.000000 Penalty: 3946.751709
	Iteration 42Q: 3 clusters Score -2.023522e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185553 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -20235164.000000 Penalty: 3946.751709
	Iteration 43Q: 3 clusters Score -2.023516e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185655 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20235140.000000 Penalty: 3946.751709
	Iteration 44Q: 3 clusters Score -2.023514e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185745 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20235112.000000 Penalty: 3946.751709
	Iteration 45Q: 3 clusters Score -2.023511e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185831 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20235076.000000 Penalty: 3946.751709
	Iteration 46Q: 3 clusters Score -2.023508e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185921 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20235052.000000 Penalty: 3946.751709
	Iteration 47Q: 3 clusters Score -2.023505e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20235042.000000 Penalty: 3946.751709
	Iteration 48Q: 3 clusters Score -2.023504e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186090 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20235032.000000 Penalty: 3946.751709
	Iteration 49Q: 3 clusters Score -2.023503e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186157 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20234980.000000 Penalty: 3946.751709
	Iteration 50Q: 3 clusters Score -2.023498e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186232 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -20234950.000000 Penalty: 3946.751709
	Iteration 51Q: 3 clusters Score -2.023495e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20234934.000000 Penalty: 3946.751709
	Iteration 52Q: 3 clusters Score -2.023493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186340 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20234930.000000 Penalty: 3946.751709
	Iteration 53Q: 3 clusters Score -2.023493e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -20234922.000000 Penalty: 3946.751709
	Iteration 54Q: 3 clusters Score -2.023492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186423 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20234904.000000 Penalty: 3946.751709
	Iteration 55Q: 3 clusters Score -2.02349e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186473 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20234918.000000 Penalty: 3946.751709
	Iteration 56Q: 3 clusters Score -2.023492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186523 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -20234922.000000 Penalty: 3946.751709
	Iteration 57Q: 3 clusters Score -2.023492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186566 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20234922.000000 Penalty: 3946.751709
	Iteration 58Q: 3 clusters Score -2.023492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20234894.000000 Penalty: 3946.751709
	Iteration 59Q: 3 clusters Score -2.023489e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186657 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20234904.000000 Penalty: 3946.751709
	Iteration 60F: 3 clusters Score -2.02349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186700 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20234884.000000 Penalty: 3946.751709
	Iteration 61Q: 3 clusters Score -2.023488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186734 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -20234884.000000 Penalty: 3946.751709
	Iteration 62Q: 3 clusters Score -2.023488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20234878.000000 Penalty: 3946.751709
	Iteration 63Q: 3 clusters Score -2.023488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186785 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20234874.000000 Penalty: 3946.751709
	Iteration 64Q: 3 clusters Score -2.023487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20234866.000000 Penalty: 3946.751709
	Iteration 65Q: 3 clusters Score -2.023487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186829 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20234858.000000 Penalty: 3946.751709
	Iteration 66Q: 3 clusters Score -2.023486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186848 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20234846.000000 Penalty: 3946.751709
	Iteration 67Q: 3 clusters Score -2.023485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186859 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20234846.000000 Penalty: 3946.751709
	Iteration 68Q: 3 clusters Score -2.023485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -20234828.000000 Penalty: 3946.751709
	Iteration 69Q: 3 clusters Score -2.023483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186890 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20234822.000000 Penalty: 3946.751709
	Iteration 70Q: 3 clusters Score -2.023482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186907 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20234806.000000 Penalty: 3946.751709
	Iteration 71Q: 3 clusters Score -2.023481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186934 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20234792.000000 Penalty: 3946.751709
	Iteration 72Q: 3 clusters Score -2.023479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186959 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -20234780.000000 Penalty: 3946.751709
	Iteration 73Q: 3 clusters Score -2.023478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186982 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20234784.000000 Penalty: 3946.751709
	Iteration 74Q: 3 clusters Score -2.023478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187000 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20234786.000000 Penalty: 3946.751709
	Iteration 75Q: 3 clusters Score -2.023479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187020 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20234772.000000 Penalty: 3946.751709
	Iteration 76Q: 3 clusters Score -2.023477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20234780.000000 Penalty: 3946.751709
	Iteration 77Q: 3 clusters Score -2.023478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187044 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -20234784.000000 Penalty: 3946.751709
	Iteration 78Q: 3 clusters Score -2.023478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187054 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -20234800.000000 Penalty: 3946.751709
	Iteration 79Q: 3 clusters Score -2.02348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20234792.000000 Penalty: 3946.751709
	Iteration 80F: 3 clusters Score -2.023479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20234782.000000 Penalty: 3946.751709
	Iteration 81Q: 3 clusters Score -2.023478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20234792.000000 Penalty: 3946.751709
	Iteration 82Q: 3 clusters Score -2.023479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187069 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20234788.000000 Penalty: 3946.751709
	Iteration 83Q: 3 clusters Score -2.023479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187069 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20234796.000000 Penalty: 3946.751709
	Iteration 84Q: 3 clusters Score -2.02348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187071 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20234794.000000 Penalty: 3946.751709
	Iteration 85Q: 3 clusters Score -2.023479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20234800.000000 Penalty: 3946.751709
	Iteration 86Q: 3 clusters Score -2.02348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187074 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -20234804.000000 Penalty: 3946.751709
	Iteration 87Q: 3 clusters Score -2.02348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20234798.000000 Penalty: 3946.751709
	Iteration 88Q: 3 clusters Score -2.02348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187078 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -20234806.000000 Penalty: 3946.751709
	Iteration 89Q: 3 clusters Score -2.023481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187081 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20234786.000000 Penalty: 3946.751709
	Iteration 90Q: 3 clusters Score -2.023479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187084 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -20234788.000000 Penalty: 3946.751709
	Iteration 91Q: 3 clusters Score -2.023479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20234794.000000 Penalty: 3946.751709
	Iteration 92Q: 3 clusters Score -2.023479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187087 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20234792.000000 Penalty: 3946.751709
	Iteration 93Q: 3 clusters Score -2.023479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20234788.000000 Penalty: 3946.751709
	Iteration 94Q: 3 clusters Score -2.023479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187090 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -20234780.000000 Penalty: 3946.751709
	Iteration 95Q: 3 clusters Score -2.023478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20234776.000000 Penalty: 3946.751709
	Iteration 96Q: 3 clusters Score -2.023478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187093 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20234780.000000 Penalty: 3946.751709
	Iteration 97Q: 3 clusters Score -2.023478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187095 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20234776.000000 Penalty: 3946.751709
	Iteration 98Q: 3 clusters Score -2.023478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187101 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20234772.000000 Penalty: 3946.751709
	Iteration 99Q: 3 clusters Score -2.023477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187105 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20234776.000000 Penalty: 3946.751709
	Iteration 100F: 3 clusters Score -2.023478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187108 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20234766.000000 Penalty: 3946.751709
	Iteration 101Q: 3 clusters Score -2.023477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187112 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20234782.000000 Penalty: 3946.751709
	Iteration 102Q: 3 clusters Score -2.023478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -20234778.000000 Penalty: 3946.751709
	Iteration 103Q: 3 clusters Score -2.023478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -20234778.000000 Penalty: 3946.751709
	Iteration 104F: 3 clusters Score -2.023478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Entering Unmasked Estep 
Score: -1541021.750000 Penalty: 1550.297363
	Iteration 0F: 2 clusters Score -1541022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1531320.500000 Penalty: 3100.594727
	Iteration 0F: 3 clusters Score -1531320 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1534505.750000 Penalty: 3100.594727
	Iteration 1F: 3 clusters Score -1534506 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1534766.250000 Penalty: 3100.594727
	Iteration 2F: 3 clusters Score -1534766 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1534975.750000 Penalty: 3100.594727
	Iteration 3Q: 3 clusters Score -1534976 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1535147.875000 Penalty: 3100.594727
	Iteration 4Q: 3 clusters Score -1535148 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1535320.250000 Penalty: 3100.594727
	Iteration 5Q: 3 clusters Score -1535320 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1535528.500000 Penalty: 3100.594727
	Iteration 6Q: 3 clusters Score -1535528 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1535791.500000 Penalty: 3100.594727
	Iteration 7Q: 3 clusters Score -1535792 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1536141.125000 Penalty: 3100.594727
	Iteration 8Q: 3 clusters Score -1536141 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1536676.500000 Penalty: 3100.594727
	Iteration 9F: 3 clusters Score -1536676 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1537392.500000 Penalty: 3100.594727
	Iteration 10F: 3 clusters Score -1537392 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1538164.625000 Penalty: 3100.594727
	Iteration 11F: 3 clusters Score -1538165 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1538722.875000 Penalty: 3100.594727
	Iteration 12Q: 3 clusters Score -1538723 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1539106.125000 Penalty: 3100.594727
	Iteration 13Q: 3 clusters Score -1539106 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1539340.625000 Penalty: 3100.594727
	Iteration 14Q: 3 clusters Score -1539341 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1539467.500000 Penalty: 3100.594727
	Iteration 15Q: 3 clusters Score -1539468 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1539550.375000 Penalty: 3100.594727
	Iteration 16Q: 3 clusters Score -1539550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1539599.375000 Penalty: 3100.594727
	Iteration 17Q: 3 clusters Score -1539599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1539640.750000 Penalty: 3100.594727
	Iteration 18Q: 3 clusters Score -1539641 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1539669.750000 Penalty: 3100.594727
	Iteration 19Q: 3 clusters Score -1539670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1539687.750000 Penalty: 3100.594727
	Iteration 20F: 3 clusters Score -1539688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1539703.250000 Penalty: 3100.594727
	Iteration 21Q: 3 clusters Score -1539703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1539714.500000 Penalty: 3100.594727
	Iteration 22Q: 3 clusters Score -1539714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1539721.000000 Penalty: 3100.594727
	Iteration 23Q: 3 clusters Score -1539721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1539730.250000 Penalty: 3100.594727
	Iteration 24Q: 3 clusters Score -1539730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1539741.500000 Penalty: 3100.594727
	Iteration 25Q: 3 clusters Score -1539742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1539745.875000 Penalty: 3100.594727
	Iteration 26Q: 3 clusters Score -1539746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1539752.125000 Penalty: 3100.594727
	Iteration 27Q: 3 clusters Score -1539752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1539753.375000 Penalty: 3100.594727
	Iteration 28Q: 3 clusters Score -1539753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1539755.000000 Penalty: 3100.594727
	Iteration 29Q: 3 clusters Score -1539755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1539756.875000 Penalty: 3100.594727
	Iteration 30Q: 3 clusters Score -1539757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1539757.500000 Penalty: 3100.594727
	Iteration 31Q: 3 clusters Score -1539758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1539759.250000 Penalty: 3100.594727
	Iteration 32Q: 3 clusters Score -1539759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1539759.000000 Penalty: 3100.594727
	Iteration 33Q: 3 clusters Score -1539759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1539759.000000 Penalty: 3100.594727
	Iteration 34Q: 3 clusters Score -1539759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1539759.375000 Penalty: 3100.594727
	Iteration 35Q: 3 clusters Score -1539759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1539759.375000 Penalty: 3100.594727
	Iteration 36F: 3 clusters Score -1539759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -326316.812500 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -326316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -323636.156250 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -323636.2 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -324231.156250 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -324231.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324353.187500 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -324353.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -324452.718750 Penalty: 2602.934814
	Iteration 3F: 3 clusters Score -324452.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -324559.375000 Penalty: 2602.934814
	Iteration 4Q: 3 clusters Score -324559.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -324669.843750 Penalty: 2602.934814
	Iteration 5Q: 3 clusters Score -324669.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -324797.781250 Penalty: 2602.934814
	Iteration 6Q: 3 clusters Score -324797.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -324914.031250 Penalty: 2602.934814
	Iteration 7F: 3 clusters Score -324914 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -325024.906250 Penalty: 2602.934814
	Iteration 8Q: 3 clusters Score -325024.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -325119.562500 Penalty: 2602.934814
	Iteration 9Q: 3 clusters Score -325119.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -325211.437500 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -325211.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -325303.343750 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -325303.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -325382.687500 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -325382.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -325451.218750 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -325451.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -325492.843750 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -325492.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -325518.562500 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -325518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -325536.875000 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -325536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -325554.250000 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -325554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -325571.062500 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -325571.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -325589.250000 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -325589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -325609.218750 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -325609.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -325633.343750 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -325633.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -325656.156250 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -325656.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -325682.937500 Penalty: 2602.934814
	Iteration 23Q: 3 clusters Score -325682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -325704.375000 Penalty: 2602.934814
	Iteration 24Q: 3 clusters Score -325704.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -325721.875000 Penalty: 2602.934814
	Iteration 25Q: 3 clusters Score -325721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -325733.906250 Penalty: 2602.934814
	Iteration 26Q: 3 clusters Score -325733.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -325747.093750 Penalty: 2602.934814
	Iteration 27Q: 3 clusters Score -325747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -325753.250000 Penalty: 2602.934814
	Iteration 28Q: 3 clusters Score -325753.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -325758.593750 Penalty: 2602.934814
	Iteration 29Q: 3 clusters Score -325758.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -325762.468750 Penalty: 2602.934814
	Iteration 30Q: 3 clusters Score -325762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -325763.218750 Penalty: 2602.934814
	Iteration 31Q: 3 clusters Score -325763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -325764.437500 Penalty: 2602.934814
	Iteration 32Q: 3 clusters Score -325764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -325764.750000 Penalty: 2602.934814
	Iteration 33Q: 3 clusters Score -325764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -325765.093750 Penalty: 2602.934814
	Iteration 34Q: 3 clusters Score -325765.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -325765.093750 Penalty: 2602.934814
	Iteration 35F: 3 clusters Score -325765.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -258564.000000 Penalty: 1262.592651
	Iteration 0F: 2 clusters Score -258564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -256202.437500 Penalty: 2525.185303
	Iteration 0F: 3 clusters Score -256202.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -256748.890625 Penalty: 2525.185303
	Iteration 1F: 3 clusters Score -256748.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -256883.625000 Penalty: 2525.185303
	Iteration 2F: 3 clusters Score -256883.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -256970.593750 Penalty: 2525.185303
	Iteration 3Q: 3 clusters Score -256970.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -257020.062500 Penalty: 2525.185303
	Iteration 4Q: 3 clusters Score -257020.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -257052.390625 Penalty: 2525.185303
	Iteration 5Q: 3 clusters Score -257052.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -257077.843750 Penalty: 2525.185303
	Iteration 6Q: 3 clusters Score -257077.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -257101.203125 Penalty: 2525.185303
	Iteration 7Q: 3 clusters Score -257101.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -257124.390625 Penalty: 2525.185303
	Iteration 8Q: 3 clusters Score -257124.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -257140.890625 Penalty: 2525.185303
	Iteration 9Q: 3 clusters Score -257140.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -257154.015625 Penalty: 2525.185303
	Iteration 10Q: 3 clusters Score -257154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -257165.796875 Penalty: 2525.185303
	Iteration 11Q: 3 clusters Score -257165.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -257180.781250 Penalty: 2525.185303
	Iteration 12Q: 3 clusters Score -257180.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -257192.812500 Penalty: 2525.185303
	Iteration 13Q: 3 clusters Score -257192.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -257213.640625 Penalty: 2525.185303
	Iteration 14Q: 3 clusters Score -257213.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -257228.109375 Penalty: 2525.185303
	Iteration 15Q: 3 clusters Score -257228.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -257245.140625 Penalty: 2525.185303
	Iteration 16Q: 3 clusters Score -257245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -257261.453125 Penalty: 2525.185303
	Iteration 17Q: 3 clusters Score -257261.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -257276.859375 Penalty: 2525.185303
	Iteration 18Q: 3 clusters Score -257276.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -257292.953125 Penalty: 2525.185303
	Iteration 19Q: 3 clusters Score -257293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -257306.015625 Penalty: 2525.185303
	Iteration 20F: 3 clusters Score -257306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -257318.609375 Penalty: 2525.185303
	Iteration 21Q: 3 clusters Score -257318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -257330.750000 Penalty: 2525.185303
	Iteration 22Q: 3 clusters Score -257330.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -257343.406250 Penalty: 2525.185303
	Iteration 23Q: 3 clusters Score -257343.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -257358.000000 Penalty: 2525.185303
	Iteration 24Q: 3 clusters Score -257358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -257369.937500 Penalty: 2525.185303
	Iteration 25Q: 3 clusters Score -257369.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -257379.031250 Penalty: 2525.185303
	Iteration 26Q: 3 clusters Score -257379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -257386.015625 Penalty: 2525.185303
	Iteration 27Q: 3 clusters Score -257386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -257395.234375 Penalty: 2525.185303
	Iteration 28Q: 3 clusters Score -257395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -257401.500000 Penalty: 2525.185303
	Iteration 29Q: 3 clusters Score -257401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -257408.812500 Penalty: 2525.185303
	Iteration 30Q: 3 clusters Score -257408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -257414.859375 Penalty: 2525.185303
	Iteration 31Q: 3 clusters Score -257414.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -257420.250000 Penalty: 2525.185303
	Iteration 32Q: 3 clusters Score -257420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -257423.187500 Penalty: 2525.185303
	Iteration 33Q: 3 clusters Score -257423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -257426.062500 Penalty: 2525.185303
	Iteration 34Q: 3 clusters Score -257426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -257429.687500 Penalty: 2525.185303
	Iteration 35Q: 3 clusters Score -257429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -257431.375000 Penalty: 2525.185303
	Iteration 36Q: 3 clusters Score -257431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -257431.968750 Penalty: 2525.185303
	Iteration 37Q: 3 clusters Score -257432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -257432.421875 Penalty: 2525.185303
	Iteration 38Q: 3 clusters Score -257432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -257432.828125 Penalty: 2525.185303
	Iteration 39Q: 3 clusters Score -257432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -257432.828125 Penalty: 2525.185303
	Iteration 40F: 3 clusters Score -257432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Entering Unmasked Estep 
Score: -5538021.000000 Penalty: 1759.363525
	Iteration 0F: 2 clusters Score -5538021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5504304.000000 Penalty: 3518.727051
	Iteration 0F: 3 clusters Score -5504304 nChanged 23582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5518581.000000 Penalty: 3518.727051
	Iteration 1F: 3 clusters Score -5518581 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5520235.000000 Penalty: 3518.727051
	Iteration 2F: 3 clusters Score -5520235 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5523078.500000 Penalty: 3518.727051
	Iteration 3F: 3 clusters Score -5523078 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -5527207.000000 Penalty: 3518.727051
	Iteration 4F: 3 clusters Score -5527207 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5531309.000000 Penalty: 3518.727051
	Iteration 5F: 3 clusters Score -5531309 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5534169.000000 Penalty: 3518.727051
	Iteration 6F: 3 clusters Score -5534169 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5535477.000000 Penalty: 3518.727051
	Iteration 7Q: 3 clusters Score -5535477 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5536022.000000 Penalty: 3518.727051
	Iteration 8Q: 3 clusters Score -5536022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5536258.500000 Penalty: 3518.727051
	Iteration 9Q: 3 clusters Score -5536258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5536386.500000 Penalty: 3518.727051
	Iteration 10Q: 3 clusters Score -5536386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5536442.000000 Penalty: 3518.727051
	Iteration 11Q: 3 clusters Score -5536442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5536480.500000 Penalty: 3518.727051
	Iteration 12Q: 3 clusters Score -5536480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5536507.500000 Penalty: 3518.727051
	Iteration 13Q: 3 clusters Score -5536508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5536521.000000 Penalty: 3518.727051
	Iteration 14Q: 3 clusters Score -5536521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5536537.000000 Penalty: 3518.727051
	Iteration 15Q: 3 clusters Score -5536537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5536546.500000 Penalty: 3518.727051
	Iteration 16Q: 3 clusters Score -5536546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5536559.000000 Penalty: 3518.727051
	Iteration 17Q: 3 clusters Score -5536559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5536573.000000 Penalty: 3518.727051
	Iteration 18Q: 3 clusters Score -5536573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5536592.000000 Penalty: 3518.727051
	Iteration 19Q: 3 clusters Score -5536592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5536602.000000 Penalty: 3518.727051
	Iteration 20F: 3 clusters Score -5536602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5536604.500000 Penalty: 3518.727051
	Iteration 21Q: 3 clusters Score -5536604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5536613.500000 Penalty: 3518.727051
	Iteration 22Q: 3 clusters Score -5536614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5536614.000000 Penalty: 3518.727051
	Iteration 23Q: 3 clusters Score -5536614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5536614.000000 Penalty: 3518.727051
	Iteration 24Q: 3 clusters Score -5536614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5536614.000000 Penalty: 3518.727051
	Iteration 25Q: 3 clusters Score -5536614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5536614.000000 Penalty: 3518.727051
	Iteration 26F: 3 clusters Score -5536614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126493 members 
Entering Unmasked Estep 
Score: -13845973.000000 Penalty: 1909.040527
	Iteration 0F: 2 clusters Score -1.384597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -13761546.000000 Penalty: 3818.081055
	Iteration 0F: 3 clusters Score -1.376155e+07 nChanged 60885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -13796973.000000 Penalty: 3818.081055
	Iteration 1F: 3 clusters Score -1.379697e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -13797856.000000 Penalty: 3818.081055
	Iteration 2Q: 3 clusters Score -1.379786e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -13799284.000000 Penalty: 3818.081055
	Iteration 3Q: 3 clusters Score -1.379928e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -13801738.000000 Penalty: 3818.081055
	Iteration 4Q: 3 clusters Score -1.380174e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -13806243.000000 Penalty: 3818.081055
	Iteration 5F: 3 clusters Score -1.380624e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -13813944.000000 Penalty: 3818.081055
	Iteration 6F: 3 clusters Score -1.381394e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -13824399.000000 Penalty: 3818.081055
	Iteration 7F: 3 clusters Score -1.38244e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -13833889.000000 Penalty: 3818.081055
	Iteration 8F: 3 clusters Score -1.383389e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118400 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -13839637.000000 Penalty: 3818.081055
	Iteration 9Q: 3 clusters Score -1.383964e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120440 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -13842443.000000 Penalty: 3818.081055
	Iteration 10Q: 3 clusters Score -1.384244e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -13843548.000000 Penalty: 3818.081055
	Iteration 11Q: 3 clusters Score -1.384355e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121680 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -13844015.000000 Penalty: 3818.081055
	Iteration 12Q: 3 clusters Score -1.384402e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -13844319.000000 Penalty: 3818.081055
	Iteration 13Q: 3 clusters Score -1.384432e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122257 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -13844433.000000 Penalty: 3818.081055
	Iteration 14Q: 3 clusters Score -1.384443e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122470 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -13844523.000000 Penalty: 3818.081055
	Iteration 15Q: 3 clusters Score -1.384452e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122652 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -13844559.000000 Penalty: 3818.081055
	Iteration 16Q: 3 clusters Score -1.384456e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122800 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -13844615.000000 Penalty: 3818.081055
	Iteration 17Q: 3 clusters Score -1.384462e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122928 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -13844621.000000 Penalty: 3818.081055
	Iteration 18Q: 3 clusters Score -1.384462e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -13844646.000000 Penalty: 3818.081055
	Iteration 19Q: 3 clusters Score -1.384465e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -13844659.000000 Penalty: 3818.081055
	Iteration 20F: 3 clusters Score -1.384466e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -13844656.000000 Penalty: 3818.081055
	Iteration 21Q: 3 clusters Score -1.384466e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123289 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -13844691.000000 Penalty: 3818.081055
	Iteration 22Q: 3 clusters Score -1.384469e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -13844701.000000 Penalty: 3818.081055
	Iteration 23Q: 3 clusters Score -1.38447e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -13844717.000000 Penalty: 3818.081055
	Iteration 24Q: 3 clusters Score -1.384472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -13844747.000000 Penalty: 3818.081055
	Iteration 25Q: 3 clusters Score -1.384475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123492 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13844733.000000 Penalty: 3818.081055
	Iteration 26Q: 3 clusters Score -1.384473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -13844729.000000 Penalty: 3818.081055
	Iteration 27Q: 3 clusters Score -1.384473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123573 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -13844719.000000 Penalty: 3818.081055
	Iteration 28Q: 3 clusters Score -1.384472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -13844740.000000 Penalty: 3818.081055
	Iteration 29Q: 3 clusters Score -1.384474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -13844749.000000 Penalty: 3818.081055
	Iteration 30Q: 3 clusters Score -1.384475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123629 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13844761.000000 Penalty: 3818.081055
	Iteration 31Q: 3 clusters Score -1.384476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13844753.000000 Penalty: 3818.081055
	Iteration 32Q: 3 clusters Score -1.384475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -13844770.000000 Penalty: 3818.081055
	Iteration 33Q: 3 clusters Score -1.384477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -13844758.000000 Penalty: 3818.081055
	Iteration 34Q: 3 clusters Score -1.384476e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -13844766.000000 Penalty: 3818.081055
	Iteration 35Q: 3 clusters Score -1.384477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123750 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -13844778.000000 Penalty: 3818.081055
	Iteration 36Q: 3 clusters Score -1.384478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -13844775.000000 Penalty: 3818.081055
	Iteration 37Q: 3 clusters Score -1.384478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123781 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13844778.000000 Penalty: 3818.081055
	Iteration 38Q: 3 clusters Score -1.384478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -13844775.000000 Penalty: 3818.081055
	Iteration 39Q: 3 clusters Score -1.384478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -13844779.000000 Penalty: 3818.081055
	Iteration 40F: 3 clusters Score -1.384478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -13844784.000000 Penalty: 3818.081055
	Iteration 41Q: 3 clusters Score -1.384478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -13844789.000000 Penalty: 3818.081055
	Iteration 42Q: 3 clusters Score -1.384479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123859 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13844773.000000 Penalty: 3818.081055
	Iteration 43Q: 3 clusters Score -1.384477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123871 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -13844786.000000 Penalty: 3818.081055
	Iteration 44Q: 3 clusters Score -1.384479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123880 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13844790.000000 Penalty: 3818.081055
	Iteration 45Q: 3 clusters Score -1.384479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13844788.000000 Penalty: 3818.081055
	Iteration 46Q: 3 clusters Score -1.384479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -13844794.000000 Penalty: 3818.081055
	Iteration 47Q: 3 clusters Score -1.384479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -13844787.000000 Penalty: 3818.081055
	Iteration 48Q: 3 clusters Score -1.384479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123912 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13844783.000000 Penalty: 3818.081055
	Iteration 49Q: 3 clusters Score -1.384478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13844774.000000 Penalty: 3818.081055
	Iteration 50Q: 3 clusters Score -1.384477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123923 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -13844771.000000 Penalty: 3818.081055
	Iteration 51Q: 3 clusters Score -1.384477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123928 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -13844780.000000 Penalty: 3818.081055
	Iteration 52Q: 3 clusters Score -1.384478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13844787.000000 Penalty: 3818.081055
	Iteration 53Q: 3 clusters Score -1.384479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13844786.000000 Penalty: 3818.081055
	Iteration 54Q: 3 clusters Score -1.384479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13844800.000000 Penalty: 3818.081055
	Iteration 55Q: 3 clusters Score -1.38448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -13844786.000000 Penalty: 3818.081055
	Iteration 56Q: 3 clusters Score -1.384479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13844795.000000 Penalty: 3818.081055
	Iteration 57Q: 3 clusters Score -1.38448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123995 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -13844782.000000 Penalty: 3818.081055
	Iteration 58Q: 3 clusters Score -1.384478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124010 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -13844785.000000 Penalty: 3818.081055
	Iteration 59Q: 3 clusters Score -1.384478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -13844789.000000 Penalty: 3818.081055
	Iteration 60F: 3 clusters Score -1.384479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -13844801.000000 Penalty: 3818.081055
	Iteration 61Q: 3 clusters Score -1.38448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -13844799.000000 Penalty: 3818.081055
	Iteration 62Q: 3 clusters Score -1.38448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124044 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13844793.000000 Penalty: 3818.081055
	Iteration 63Q: 3 clusters Score -1.384479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124047 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -13844791.000000 Penalty: 3818.081055
	Iteration 64Q: 3 clusters Score -1.384479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124050 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13844798.000000 Penalty: 3818.081055
	Iteration 65Q: 3 clusters Score -1.38448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -13844802.000000 Penalty: 3818.081055
	Iteration 66Q: 3 clusters Score -1.38448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124053 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -13844799.000000 Penalty: 3818.081055
	Iteration 67Q: 3 clusters Score -1.38448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124054 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -13844799.000000 Penalty: 3818.081055
	Iteration 68Q: 3 clusters Score -1.38448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124054 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -13844799.000000 Penalty: 3818.081055
	Iteration 69F: 3 clusters Score -1.38448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Entering Unmasked Estep 
Score: -17113056.000000 Penalty: 1945.205688
	Iteration 0F: 2 clusters Score -1.711306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -17009148.000000 Penalty: 3890.411377
	Iteration 0F: 3 clusters Score -1.700915e+07 nChanged 76338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -17055444.000000 Penalty: 3890.411377
	Iteration 1F: 3 clusters Score -1.705544e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -17057694.000000 Penalty: 3890.411377
	Iteration 2Q: 3 clusters Score -1.705769e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -17061600.000000 Penalty: 3890.411377
	Iteration 3Q: 3 clusters Score -1.70616e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -17068286.000000 Penalty: 3890.411377
	Iteration 4F: 3 clusters Score -1.706829e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 118378 members 
Entering Unmasked Estep 
Score: -17078556.000000 Penalty: 3890.411377
	Iteration 5F: 3 clusters Score -1.707856e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -17089812.000000 Penalty: 3890.411377
	Iteration 6F: 3 clusters Score -1.708981e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 140544 members 
Entering Unmasked Estep 
Score: -17098990.000000 Penalty: 3890.411377
	Iteration 7F: 3 clusters Score -1.709899e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -17104714.000000 Penalty: 3890.411377
	Iteration 8Q: 3 clusters Score -1.710471e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -17107982.000000 Penalty: 3890.411377
	Iteration 9Q: 3 clusters Score -1.710798e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -17109548.000000 Penalty: 3890.411377
	Iteration 10Q: 3 clusters Score -1.710955e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 154241 members 
Entering Unmasked Estep 
Score: -17110264.000000 Penalty: 3890.411377
	Iteration 11Q: 3 clusters Score -1.711026e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -17110620.000000 Penalty: 3890.411377
	Iteration 12Q: 3 clusters Score -1.711062e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -17110888.000000 Penalty: 3890.411377
	Iteration 13Q: 3 clusters Score -1.711089e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -17111018.000000 Penalty: 3890.411377
	Iteration 14Q: 3 clusters Score -1.711102e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 155843 members 
Entering Unmasked Estep 
Score: -17111128.000000 Penalty: 3890.411377
	Iteration 15Q: 3 clusters Score -1.711113e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -17111240.000000 Penalty: 3890.411377
	Iteration 16Q: 3 clusters Score -1.711124e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -17111244.000000 Penalty: 3890.411377
	Iteration 17Q: 3 clusters Score -1.711124e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 156339 members 
Entering Unmasked Estep 
Score: -17111280.000000 Penalty: 3890.411377
	Iteration 18Q: 3 clusters Score -1.711128e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -17111340.000000 Penalty: 3890.411377
	Iteration 19Q: 3 clusters Score -1.711134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 156535 members 
Entering Unmasked Estep 
Score: -17111396.000000 Penalty: 3890.411377
	Iteration 20F: 3 clusters Score -1.71114e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -17111444.000000 Penalty: 3890.411377
	Iteration 21Q: 3 clusters Score -1.711144e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -17111456.000000 Penalty: 3890.411377
	Iteration 22Q: 3 clusters Score -1.711146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 156687 members 
Entering Unmasked Estep 
Score: -17111468.000000 Penalty: 3890.411377
	Iteration 23Q: 3 clusters Score -1.711147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 156721 members 
Entering Unmasked Estep 
Score: -17111470.000000 Penalty: 3890.411377
	Iteration 24Q: 3 clusters Score -1.711147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -17111460.000000 Penalty: 3890.411377
	Iteration 25Q: 3 clusters Score -1.711146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 156766 members 
Entering Unmasked Estep 
Score: -17111490.000000 Penalty: 3890.411377
	Iteration 26Q: 3 clusters Score -1.711149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -17111514.000000 Penalty: 3890.411377
	Iteration 27Q: 3 clusters Score -1.711151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 156809 members 
Entering Unmasked Estep 
Score: -17111520.000000 Penalty: 3890.411377
	Iteration 28Q: 3 clusters Score -1.711152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 156825 members 
Entering Unmasked Estep 
Score: -17111516.000000 Penalty: 3890.411377
	Iteration 29Q: 3 clusters Score -1.711152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -17111520.000000 Penalty: 3890.411377
	Iteration 30Q: 3 clusters Score -1.711152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -17111528.000000 Penalty: 3890.411377
	Iteration 31Q: 3 clusters Score -1.711153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -17111530.000000 Penalty: 3890.411377
	Iteration 32Q: 3 clusters Score -1.711153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -17111534.000000 Penalty: 3890.411377
	Iteration 33Q: 3 clusters Score -1.711153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 156864 members 
Entering Unmasked Estep 
Score: -17111538.000000 Penalty: 3890.411377
	Iteration 34Q: 3 clusters Score -1.711154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 156873 members 
Entering Unmasked Estep 
Score: -17111554.000000 Penalty: 3890.411377
	Iteration 35Q: 3 clusters Score -1.711155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 156878 members 
Entering Unmasked Estep 
Score: -17111558.000000 Penalty: 3890.411377
	Iteration 36Q: 3 clusters Score -1.711156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -17111564.000000 Penalty: 3890.411377
	Iteration 37Q: 3 clusters Score -1.711156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -17111558.000000 Penalty: 3890.411377
	Iteration 38Q: 3 clusters Score -1.711156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -17111558.000000 Penalty: 3890.411377
	Iteration 39Q: 3 clusters Score -1.711156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -17111552.000000 Penalty: 3890.411377
	Iteration 40F: 3 clusters Score -1.711155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -17111560.000000 Penalty: 3890.411377
	Iteration 41Q: 3 clusters Score -1.711156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -17111550.000000 Penalty: 3890.411377
	Iteration 42Q: 3 clusters Score -1.711155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -17111556.000000 Penalty: 3890.411377
	Iteration 43Q: 3 clusters Score -1.711156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -17111564.000000 Penalty: 3890.411377
	Iteration 44Q: 3 clusters Score -1.711156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -17111558.000000 Penalty: 3890.411377
	Iteration 45Q: 3 clusters Score -1.711156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 156888 members 
Entering Unmasked Estep 
Score: -17111566.000000 Penalty: 3890.411377
	Iteration 46Q: 3 clusters Score -1.711157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -17111556.000000 Penalty: 3890.411377
	Iteration 47Q: 3 clusters Score -1.711156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 156896 members 
Entering Unmasked Estep 
Score: -17111566.000000 Penalty: 3890.411377
	Iteration 48Q: 3 clusters Score -1.711157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -17111570.000000 Penalty: 3890.411377
	Iteration 49Q: 3 clusters Score -1.711157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -17111568.000000 Penalty: 3890.411377
	Iteration 50Q: 3 clusters Score -1.711157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -17111562.000000 Penalty: 3890.411377
	Iteration 51Q: 3 clusters Score -1.711156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -17111568.000000 Penalty: 3890.411377
	Iteration 52Q: 3 clusters Score -1.711157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -17111566.000000 Penalty: 3890.411377
	Iteration 53Q: 3 clusters Score -1.711157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 156906 members 
Entering Unmasked Estep 
Score: -17111562.000000 Penalty: 3890.411377
	Iteration 54Q: 3 clusters Score -1.711156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -17111560.000000 Penalty: 3890.411377
	Iteration 55Q: 3 clusters Score -1.711156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -17111562.000000 Penalty: 3890.411377
	Iteration 56Q: 3 clusters Score -1.711156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -17111568.000000 Penalty: 3890.411377
	Iteration 57Q: 3 clusters Score -1.711157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 156913 members 
Entering Unmasked Estep 
Score: -17111580.000000 Penalty: 3890.411377
	Iteration 58Q: 3 clusters Score -1.711158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -17111578.000000 Penalty: 3890.411377
	Iteration 59Q: 3 clusters Score -1.711158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 156918 members 
Entering Unmasked Estep 
Score: -17111582.000000 Penalty: 3890.411377
	Iteration 60F: 3 clusters Score -1.711158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 156917 members 
Entering Unmasked Estep 
Score: -17111576.000000 Penalty: 3890.411377
	Iteration 61Q: 3 clusters Score -1.711158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 156917 members 
Entering Unmasked Estep 
Score: -17111576.000000 Penalty: 3890.411377
	Iteration 62F: 3 clusters Score -1.711158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -387218.781250 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -387218.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -384146.375000 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -384146.4 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -384934.406250 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -384934.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -385083.593750 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -385083.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -385210.281250 Penalty: 2659.513428
	Iteration 3F: 3 clusters Score -385210.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -385347.531250 Penalty: 2659.513428
	Iteration 4F: 3 clusters Score -385347.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -385490.562500 Penalty: 2659.513428
	Iteration 5F: 3 clusters Score -385490.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -385617.093750 Penalty: 2659.513428
	Iteration 6Q: 3 clusters Score -385617.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -385749.843750 Penalty: 2659.513428
	Iteration 7Q: 3 clusters Score -385749.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -385875.343750 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -385875.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -385982.906250 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -385982.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -386052.500000 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -386052.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -386115.000000 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -386115 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -386173.093750 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -386173.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -386215.031250 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -386215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -386244.687500 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -386244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -386261.000000 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -386261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -386270.750000 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -386270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -386278.062500 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -386278.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -386282.156250 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -386282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -386284.687500 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -386284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -386289.937500 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -386289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -386296.000000 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -386296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -386300.375000 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -386300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -386302.968750 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -386303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -386307.375000 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -386307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -386308.250000 Penalty: 2659.513428
	Iteration 25Q: 3 clusters Score -386308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -386308.250000 Penalty: 2659.513428
	Iteration 26F: 3 clusters Score -386308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Entering Unmasked Estep 
Score: -1995021.625000 Penalty: 1592.177490
	Iteration 0F: 2 clusters Score -1995022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1982738.625000 Penalty: 3184.354980
	Iteration 0F: 3 clusters Score -1982739 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1987248.875000 Penalty: 3184.354980
	Iteration 1F: 3 clusters Score -1987249 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1987805.375000 Penalty: 3184.354980
	Iteration 2F: 3 clusters Score -1987805 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1988498.250000 Penalty: 3184.354980
	Iteration 3F: 3 clusters Score -1988498 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1989389.875000 Penalty: 3184.354980
	Iteration 4F: 3 clusters Score -1989390 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1990607.375000 Penalty: 3184.354980
	Iteration 5F: 3 clusters Score -1990607 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1991913.375000 Penalty: 3184.354980
	Iteration 6F: 3 clusters Score -1991913 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1992760.500000 Penalty: 3184.354980
	Iteration 7Q: 3 clusters Score -1992760 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1993220.500000 Penalty: 3184.354980
	Iteration 8Q: 3 clusters Score -1993220 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1993426.375000 Penalty: 3184.354980
	Iteration 9Q: 3 clusters Score -1993426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1993546.375000 Penalty: 3184.354980
	Iteration 10Q: 3 clusters Score -1993546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1993607.000000 Penalty: 3184.354980
	Iteration 11Q: 3 clusters Score -1993607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1993635.000000 Penalty: 3184.354980
	Iteration 12Q: 3 clusters Score -1993635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1993639.625000 Penalty: 3184.354980
	Iteration 13Q: 3 clusters Score -1993640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1993644.375000 Penalty: 3184.354980
	Iteration 14Q: 3 clusters Score -1993644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1993644.375000 Penalty: 3184.354980
	Iteration 15F: 3 clusters Score -1993644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Entering Unmasked Estep 
Score: -5134852.500000 Penalty: 1754.914429
	Iteration 0F: 2 clusters Score -5134852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5102023.500000 Penalty: 3509.828857
	Iteration 0F: 3 clusters Score -5102024 nChanged 23042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -5114958.000000 Penalty: 3509.828857
	Iteration 1F: 3 clusters Score -5114958 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -5115394.500000 Penalty: 3509.828857
	Iteration 2Q: 3 clusters Score -5115394 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5115863.000000 Penalty: 3509.828857
	Iteration 3Q: 3 clusters Score -5115863 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -5116324.000000 Penalty: 3509.828857
	Iteration 4Q: 3 clusters Score -5116324 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -5116901.000000 Penalty: 3509.828857
	Iteration 5Q: 3 clusters Score -5116901 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -5117480.000000 Penalty: 3509.828857
	Iteration 6Q: 3 clusters Score -5117480 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5118211.500000 Penalty: 3509.828857
	Iteration 7Q: 3 clusters Score -5118212 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5119087.500000 Penalty: 3509.828857
	Iteration 8Q: 3 clusters Score -5119088 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -5120221.500000 Penalty: 3509.828857
	Iteration 9Q: 3 clusters Score -5120222 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5121663.000000 Penalty: 3509.828857
	Iteration 10F: 3 clusters Score -5121663 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5123357.000000 Penalty: 3509.828857
	Iteration 11F: 3 clusters Score -5123357 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5125057.500000 Penalty: 3509.828857
	Iteration 12F: 3 clusters Score -5125058 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5126658.500000 Penalty: 3509.828857
	Iteration 13Q: 3 clusters Score -5126658 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5128247.500000 Penalty: 3509.828857
	Iteration 14Q: 3 clusters Score -5128248 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -5129830.000000 Penalty: 3509.828857
	Iteration 15Q: 3 clusters Score -5129830 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5131213.000000 Penalty: 3509.828857
	Iteration 16Q: 3 clusters Score -5131213 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -5131961.500000 Penalty: 3509.828857
	Iteration 17Q: 3 clusters Score -5131962 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5132235.000000 Penalty: 3509.828857
	Iteration 18Q: 3 clusters Score -5132235 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5132383.000000 Penalty: 3509.828857
	Iteration 19Q: 3 clusters Score -5132383 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -5132635.500000 Penalty: 3509.828857
	Iteration 20F: 3 clusters Score -5132636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5132982.500000 Penalty: 3509.828857
	Iteration 21Q: 3 clusters Score -5132982 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -5133114.000000 Penalty: 3509.828857
	Iteration 22Q: 3 clusters Score -5133114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -5133176.500000 Penalty: 3509.828857
	Iteration 23Q: 3 clusters Score -5133176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -5133239.500000 Penalty: 3509.828857
	Iteration 24Q: 3 clusters Score -5133240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5133287.000000 Penalty: 3509.828857
	Iteration 25Q: 3 clusters Score -5133287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5133322.500000 Penalty: 3509.828857
	Iteration 26Q: 3 clusters Score -5133322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -5133339.000000 Penalty: 3509.828857
	Iteration 27Q: 3 clusters Score -5133339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5133351.000000 Penalty: 3509.828857
	Iteration 28Q: 3 clusters Score -5133351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -5133359.500000 Penalty: 3509.828857
	Iteration 29Q: 3 clusters Score -5133360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5133382.500000 Penalty: 3509.828857
	Iteration 30Q: 3 clusters Score -5133382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -5133373.500000 Penalty: 3509.828857
	Iteration 31Q: 3 clusters Score -5133374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -5133382.500000 Penalty: 3509.828857
	Iteration 32Q: 3 clusters Score -5133382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -5133376.000000 Penalty: 3509.828857
	Iteration 33Q: 3 clusters Score -5133376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -5133381.000000 Penalty: 3509.828857
	Iteration 34Q: 3 clusters Score -5133381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -5133378.500000 Penalty: 3509.828857
	Iteration 35Q: 3 clusters Score -5133378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -5133378.000000 Penalty: 3509.828857
	Iteration 36Q: 3 clusters Score -5133378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -5133389.500000 Penalty: 3509.828857
	Iteration 37Q: 3 clusters Score -5133390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -5133390.000000 Penalty: 3509.828857
	Iteration 38Q: 3 clusters Score -5133390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -5133393.000000 Penalty: 3509.828857
	Iteration 39Q: 3 clusters Score -5133393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -5133394.500000 Penalty: 3509.828857
	Iteration 40F: 3 clusters Score -5133394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5133405.000000 Penalty: 3509.828857
	Iteration 41Q: 3 clusters Score -5133405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5133409.500000 Penalty: 3509.828857
	Iteration 42Q: 3 clusters Score -5133410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -5133409.500000 Penalty: 3509.828857
	Iteration 43Q: 3 clusters Score -5133410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -5133409.500000 Penalty: 3509.828857
	Iteration 44F: 3 clusters Score -5133410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -264732.750000 Penalty: 1273.024414
	Iteration 0F: 2 clusters Score -264732.8 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 1194 members 
Entering Unmasked Estep 
Score: -262308.500000 Penalty: 2546.048828
	Iteration 0F: 3 clusters Score -262308.5 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -262848.406250 Penalty: 2546.048828
	Iteration 1F: 3 clusters Score -262848.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262943.562500 Penalty: 2546.048828
	Iteration 2F: 3 clusters Score -262943.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263014.156250 Penalty: 2546.048828
	Iteration 3Q: 3 clusters Score -263014.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -263064.937500 Penalty: 2546.048828
	Iteration 4Q: 3 clusters Score -263064.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -263099.562500 Penalty: 2546.048828
	Iteration 5Q: 3 clusters Score -263099.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -263125.218750 Penalty: 2546.048828
	Iteration 6Q: 3 clusters Score -263125.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -263149.281250 Penalty: 2546.048828
	Iteration 7Q: 3 clusters Score -263149.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263167.281250 Penalty: 2546.048828
	Iteration 8Q: 3 clusters Score -263167.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -263189.156250 Penalty: 2546.048828
	Iteration 9Q: 3 clusters Score -263189.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -263207.843750 Penalty: 2546.048828
	Iteration 10Q: 3 clusters Score -263207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -263216.937500 Penalty: 2546.048828
	Iteration 11Q: 3 clusters Score -263216.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -263226.812500 Penalty: 2546.048828
	Iteration 12Q: 3 clusters Score -263226.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -263244.562500 Penalty: 2546.048828
	Iteration 13Q: 3 clusters Score -263244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -263264.406250 Penalty: 2546.048828
	Iteration 14Q: 3 clusters Score -263264.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -263281.000000 Penalty: 2546.048828
	Iteration 15Q: 3 clusters Score -263281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -263296.875000 Penalty: 2546.048828
	Iteration 16Q: 3 clusters Score -263296.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -263323.125000 Penalty: 2546.048828
	Iteration 17Q: 3 clusters Score -263323.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -263348.750000 Penalty: 2546.048828
	Iteration 18Q: 3 clusters Score -263348.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -263379.593750 Penalty: 2546.048828
	Iteration 19Q: 3 clusters Score -263379.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -263405.312500 Penalty: 2546.048828
	Iteration 20F: 3 clusters Score -263405.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -263432.812500 Penalty: 2546.048828
	Iteration 21Q: 3 clusters Score -263432.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -263453.218750 Penalty: 2546.048828
	Iteration 22Q: 3 clusters Score -263453.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -263471.250000 Penalty: 2546.048828
	Iteration 23Q: 3 clusters Score -263471.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -263488.562500 Penalty: 2546.048828
	Iteration 24Q: 3 clusters Score -263488.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -263503.406250 Penalty: 2546.048828
	Iteration 25Q: 3 clusters Score -263503.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -263518.687500 Penalty: 2546.048828
	Iteration 26Q: 3 clusters Score -263518.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -263537.281250 Penalty: 2546.048828
	Iteration 27Q: 3 clusters Score -263537.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -263549.218750 Penalty: 2546.048828
	Iteration 28Q: 3 clusters Score -263549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -263560.812500 Penalty: 2546.048828
	Iteration 29Q: 3 clusters Score -263560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -263571.000000 Penalty: 2546.048828
	Iteration 30Q: 3 clusters Score -263571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -263581.656250 Penalty: 2546.048828
	Iteration 31Q: 3 clusters Score -263581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -263594.062500 Penalty: 2546.048828
	Iteration 32Q: 3 clusters Score -263594.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -263604.375000 Penalty: 2546.048828
	Iteration 33Q: 3 clusters Score -263604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -263609.937500 Penalty: 2546.048828
	Iteration 34Q: 3 clusters Score -263609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -263615.468750 Penalty: 2546.048828
	Iteration 35Q: 3 clusters Score -263615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -263623.718750 Penalty: 2546.048828
	Iteration 36Q: 3 clusters Score -263623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -263631.343750 Penalty: 2546.048828
	Iteration 37Q: 3 clusters Score -263631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -263635.562500 Penalty: 2546.048828
	Iteration 38Q: 3 clusters Score -263635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -263638.187500 Penalty: 2546.048828
	Iteration 39Q: 3 clusters Score -263638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -263640.406250 Penalty: 2546.048828
	Iteration 40F: 3 clusters Score -263640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -263641.687500 Penalty: 2546.048828
	Iteration 41Q: 3 clusters Score -263641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -263643.687500 Penalty: 2546.048828
	Iteration 42Q: 3 clusters Score -263643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -263646.406250 Penalty: 2546.048828
	Iteration 43Q: 3 clusters Score -263646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -263646.406250 Penalty: 2546.048828
	Iteration 44F: 3 clusters Score -263646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Entering Unmasked Estep 
Score: -8244185.500000 Penalty: 1824.110718
	Iteration 0F: 2 clusters Score -8244186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -8194109.500000 Penalty: 3648.221436
	Iteration 0F: 3 clusters Score -8194110 nChanged 35546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8214967.500000 Penalty: 3648.221436
	Iteration 1F: 3 clusters Score -8214968 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -8215604.000000 Penalty: 3648.221436
	Iteration 2Q: 3 clusters Score -8215604 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -8216497.000000 Penalty: 3648.221436
	Iteration 3Q: 3 clusters Score -8216497 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -8217489.500000 Penalty: 3648.221436
	Iteration 4Q: 3 clusters Score -8217490 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8218706.500000 Penalty: 3648.221436
	Iteration 5Q: 3 clusters Score -8218706 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -8220473.500000 Penalty: 3648.221436
	Iteration 6Q: 3 clusters Score -8220474 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -8222888.500000 Penalty: 3648.221436
	Iteration 7F: 3 clusters Score -8222888 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -8225969.500000 Penalty: 3648.221436
	Iteration 8F: 3 clusters Score -8225970 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -8229859.000000 Penalty: 3648.221436
	Iteration 9F: 3 clusters Score -8229859 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -8233973.000000 Penalty: 3648.221436
	Iteration 10F: 3 clusters Score -8233973 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -8237206.500000 Penalty: 3648.221436
	Iteration 11Q: 3 clusters Score -8237206 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -8239353.000000 Penalty: 3648.221436
	Iteration 12Q: 3 clusters Score -8239353 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -8240576.000000 Penalty: 3648.221436
	Iteration 13Q: 3 clusters Score -8240576 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -8241264.500000 Penalty: 3648.221436
	Iteration 14Q: 3 clusters Score -8241264 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -8241739.500000 Penalty: 3648.221436
	Iteration 15Q: 3 clusters Score -8241740 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -8242045.500000 Penalty: 3648.221436
	Iteration 16Q: 3 clusters Score -8242046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -8242196.500000 Penalty: 3648.221436
	Iteration 17Q: 3 clusters Score -8242196 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -8242323.000000 Penalty: 3648.221436
	Iteration 18Q: 3 clusters Score -8242323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -8242384.500000 Penalty: 3648.221436
	Iteration 19Q: 3 clusters Score -8242384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -8242451.500000 Penalty: 3648.221436
	Iteration 20F: 3 clusters Score -8242452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -8242498.500000 Penalty: 3648.221436
	Iteration 21Q: 3 clusters Score -8242498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -8242544.500000 Penalty: 3648.221436
	Iteration 22Q: 3 clusters Score -8242544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -8242580.500000 Penalty: 3648.221436
	Iteration 23Q: 3 clusters Score -8242580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -8242587.500000 Penalty: 3648.221436
	Iteration 24Q: 3 clusters Score -8242588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -8242598.000000 Penalty: 3648.221436
	Iteration 25Q: 3 clusters Score -8242598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -8242613.000000 Penalty: 3648.221436
	Iteration 26Q: 3 clusters Score -8242613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -8242624.500000 Penalty: 3648.221436
	Iteration 27Q: 3 clusters Score -8242624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -8242632.000000 Penalty: 3648.221436
	Iteration 28Q: 3 clusters Score -8242632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -8242651.000000 Penalty: 3648.221436
	Iteration 29Q: 3 clusters Score -8242651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -8242646.500000 Penalty: 3648.221436
	Iteration 30Q: 3 clusters Score -8242646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -8242653.500000 Penalty: 3648.221436
	Iteration 31Q: 3 clusters Score -8242654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -8242665.000000 Penalty: 3648.221436
	Iteration 32Q: 3 clusters Score -8242665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -8242662.000000 Penalty: 3648.221436
	Iteration 33Q: 3 clusters Score -8242662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -8242667.500000 Penalty: 3648.221436
	Iteration 34Q: 3 clusters Score -8242668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -8242678.500000 Penalty: 3648.221436
	Iteration 35Q: 3 clusters Score -8242678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -8242677.500000 Penalty: 3648.221436
	Iteration 36Q: 3 clusters Score -8242678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -8242683.000000 Penalty: 3648.221436
	Iteration 37Q: 3 clusters Score -8242683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -8242680.500000 Penalty: 3648.221436
	Iteration 38Q: 3 clusters Score -8242680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -8242681.500000 Penalty: 3648.221436
	Iteration 39Q: 3 clusters Score -8242682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -8242675.500000 Penalty: 3648.221436
	Iteration 40F: 3 clusters Score -8242676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -8242683.000000 Penalty: 3648.221436
	Iteration 41Q: 3 clusters Score -8242683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -8242683.000000 Penalty: 3648.221436
	Iteration 42F: 3 clusters Score -8242683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -297247.281250 Penalty: 1297.917480
	Iteration 0F: 2 clusters Score -297247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -294581.187500 Penalty: 2595.834961
	Iteration 0F: 3 clusters Score -294581.2 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -295242.937500 Penalty: 2595.834961
	Iteration 1F: 3 clusters Score -295242.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295463.875000 Penalty: 2595.834961
	Iteration 2F: 3 clusters Score -295463.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -295731.437500 Penalty: 2595.834961
	Iteration 3F: 3 clusters Score -295731.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -296032.375000 Penalty: 2595.834961
	Iteration 4F: 3 clusters Score -296032.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -296348.531250 Penalty: 2595.834961
	Iteration 5F: 3 clusters Score -296348.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -296597.250000 Penalty: 2595.834961
	Iteration 6F: 3 clusters Score -296597.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -296776.812500 Penalty: 2595.834961
	Iteration 7Q: 3 clusters Score -296776.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -296859.125000 Penalty: 2595.834961
	Iteration 8Q: 3 clusters Score -296859.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -296887.843750 Penalty: 2595.834961
	Iteration 9Q: 3 clusters Score -296887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -296896.843750 Penalty: 2595.834961
	Iteration 10Q: 3 clusters Score -296896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -296904.500000 Penalty: 2595.834961
	Iteration 11Q: 3 clusters Score -296904.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -296913.781250 Penalty: 2595.834961
	Iteration 12Q: 3 clusters Score -296913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -296920.718750 Penalty: 2595.834961
	Iteration 13Q: 3 clusters Score -296920.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -296928.218750 Penalty: 2595.834961
	Iteration 14Q: 3 clusters Score -296928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -296933.406250 Penalty: 2595.834961
	Iteration 15Q: 3 clusters Score -296933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -296942.000000 Penalty: 2595.834961
	Iteration 16Q: 3 clusters Score -296942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -296953.375000 Penalty: 2595.834961
	Iteration 17Q: 3 clusters Score -296953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -296964.437500 Penalty: 2595.834961
	Iteration 18Q: 3 clusters Score -296964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -296969.000000 Penalty: 2595.834961
	Iteration 19Q: 3 clusters Score -296969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -296971.437500 Penalty: 2595.834961
	Iteration 20F: 3 clusters Score -296971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -296974.125000 Penalty: 2595.834961
	Iteration 21Q: 3 clusters Score -296974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -296975.968750 Penalty: 2595.834961
	Iteration 22Q: 3 clusters Score -296976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -296977.687500 Penalty: 2595.834961
	Iteration 23Q: 3 clusters Score -296977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -296977.937500 Penalty: 2595.834961
	Iteration 24Q: 3 clusters Score -296977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -296977.937500 Penalty: 2595.834961
	Iteration 25F: 3 clusters Score -296977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -164831.265625 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -164831.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163034.609375 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -163034.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -163377.734375 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -163377.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -163472.593750 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -163472.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -163519.890625 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -163519.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163536.218750 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -163536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163544.390625 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -163544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163549.484375 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -163549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -163553.265625 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -163553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163556.406250 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -163556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -163565.890625 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -163565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163578.453125 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -163578.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163588.781250 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -163588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163595.453125 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -163595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163603.812500 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -163603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -163610.781250 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -163610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163615.687500 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -163615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163618.453125 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -163618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163620.750000 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -163620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163621.078125 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -163621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163622.312500 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -163622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163622.843750 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -163622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163625.078125 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -163625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163625.656250 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -163625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163628.265625 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -163628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163630.406250 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -163630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163631.125000 Penalty: 2378.740723
	Iteration 25Q: 3 clusters Score -163631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -163631.546875 Penalty: 2378.740723
	Iteration 26Q: 3 clusters Score -163631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -163631.546875 Penalty: 2378.740723
	Iteration 27F: 3 clusters Score -163631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -590878.125000 Penalty: 1395.159790
	Iteration 0F: 2 clusters Score -590878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -586644.125000 Penalty: 2790.319580
	Iteration 0F: 3 clusters Score -586644.1 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -587778.437500 Penalty: 2790.319580
	Iteration 1F: 3 clusters Score -587778.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -587965.812500 Penalty: 2790.319580
	Iteration 2F: 3 clusters Score -587965.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -588087.250000 Penalty: 2790.319580
	Iteration 3F: 3 clusters Score -588087.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -588169.687500 Penalty: 2790.319580
	Iteration 4Q: 3 clusters Score -588169.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -588219.437500 Penalty: 2790.319580
	Iteration 5Q: 3 clusters Score -588219.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -588251.187500 Penalty: 2790.319580
	Iteration 6Q: 3 clusters Score -588251.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -588275.000000 Penalty: 2790.319580
	Iteration 7Q: 3 clusters Score -588275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -588295.812500 Penalty: 2790.319580
	Iteration 8Q: 3 clusters Score -588295.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -588317.125000 Penalty: 2790.319580
	Iteration 9Q: 3 clusters Score -588317.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -588337.500000 Penalty: 2790.319580
	Iteration 10Q: 3 clusters Score -588337.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -588350.937500 Penalty: 2790.319580
	Iteration 11Q: 3 clusters Score -588350.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -588365.812500 Penalty: 2790.319580
	Iteration 12Q: 3 clusters Score -588365.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -588388.000000 Penalty: 2790.319580
	Iteration 13Q: 3 clusters Score -588388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -588418.187500 Penalty: 2790.319580
	Iteration 14Q: 3 clusters Score -588418.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -588452.625000 Penalty: 2790.319580
	Iteration 15Q: 3 clusters Score -588452.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -588485.187500 Penalty: 2790.319580
	Iteration 16Q: 3 clusters Score -588485.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -588528.125000 Penalty: 2790.319580
	Iteration 17Q: 3 clusters Score -588528.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -588567.562500 Penalty: 2790.319580
	Iteration 18Q: 3 clusters Score -588567.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -588617.500000 Penalty: 2790.319580
	Iteration 19Q: 3 clusters Score -588617.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -588678.250000 Penalty: 2790.319580
	Iteration 20F: 3 clusters Score -588678.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -588754.437500 Penalty: 2790.319580
	Iteration 21Q: 3 clusters Score -588754.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -588843.500000 Penalty: 2790.319580
	Iteration 22Q: 3 clusters Score -588843.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -588930.875000 Penalty: 2790.319580
	Iteration 23Q: 3 clusters Score -588930.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -589033.437500 Penalty: 2790.319580
	Iteration 24Q: 3 clusters Score -589033.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -589168.000000 Penalty: 2790.319580
	Iteration 25Q: 3 clusters Score -589168 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -589291.562500 Penalty: 2790.319580
	Iteration 26Q: 3 clusters Score -589291.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -589386.750000 Penalty: 2790.319580
	Iteration 27Q: 3 clusters Score -589386.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -589471.937500 Penalty: 2790.319580
	Iteration 28Q: 3 clusters Score -589471.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -589541.875000 Penalty: 2790.319580
	Iteration 29Q: 3 clusters Score -589541.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -589583.250000 Penalty: 2790.319580
	Iteration 30Q: 3 clusters Score -589583.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -589623.312500 Penalty: 2790.319580
	Iteration 31Q: 3 clusters Score -589623.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -589658.687500 Penalty: 2790.319580
	Iteration 32Q: 3 clusters Score -589658.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -589693.750000 Penalty: 2790.319580
	Iteration 33Q: 3 clusters Score -589693.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -589714.125000 Penalty: 2790.319580
	Iteration 34Q: 3 clusters Score -589714.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -589735.000000 Penalty: 2790.319580
	Iteration 35Q: 3 clusters Score -589735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -589748.125000 Penalty: 2790.319580
	Iteration 36Q: 3 clusters Score -589748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -589757.250000 Penalty: 2790.319580
	Iteration 37Q: 3 clusters Score -589757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -589765.750000 Penalty: 2790.319580
	Iteration 38Q: 3 clusters Score -589765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -589768.187500 Penalty: 2790.319580
	Iteration 39Q: 3 clusters Score -589768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -589770.312500 Penalty: 2790.319580
	Iteration 40F: 3 clusters Score -589770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -589773.000000 Penalty: 2790.319580
	Iteration 41Q: 3 clusters Score -589773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -589774.812500 Penalty: 2790.319580
	Iteration 42Q: 3 clusters Score -589774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -589775.875000 Penalty: 2790.319580
	Iteration 43Q: 3 clusters Score -589775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -589775.875000 Penalty: 2790.319580
	Iteration 44F: 3 clusters Score -589775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Entering Unmasked Estep 
Score: -3508962.500000 Penalty: 1685.260132
	Iteration 0F: 2 clusters Score -3508962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3487467.750000 Penalty: 3370.520264
	Iteration 0F: 3 clusters Score -3487468 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3495727.000000 Penalty: 3370.520264
	Iteration 1F: 3 clusters Score -3495727 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3496069.000000 Penalty: 3370.520264
	Iteration 2Q: 3 clusters Score -3496069 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3496390.500000 Penalty: 3370.520264
	Iteration 3Q: 3 clusters Score -3496390 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3496690.750000 Penalty: 3370.520264
	Iteration 4Q: 3 clusters Score -3496691 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3497078.250000 Penalty: 3370.520264
	Iteration 5Q: 3 clusters Score -3497078 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3497598.500000 Penalty: 3370.520264
	Iteration 6Q: 3 clusters Score -3497598 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3498337.000000 Penalty: 3370.520264
	Iteration 7Q: 3 clusters Score -3498337 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3499327.500000 Penalty: 3370.520264
	Iteration 8F: 3 clusters Score -3499328 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3500594.000000 Penalty: 3370.520264
	Iteration 9F: 3 clusters Score -3500594 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3501894.250000 Penalty: 3370.520264
	Iteration 10F: 3 clusters Score -3501894 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3503150.750000 Penalty: 3370.520264
	Iteration 11F: 3 clusters Score -3503151 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3504222.750000 Penalty: 3370.520264
	Iteration 12Q: 3 clusters Score -3504223 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3505031.500000 Penalty: 3370.520264
	Iteration 13Q: 3 clusters Score -3505032 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3505676.250000 Penalty: 3370.520264
	Iteration 14Q: 3 clusters Score -3505676 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3506162.750000 Penalty: 3370.520264
	Iteration 15Q: 3 clusters Score -3506163 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3506553.750000 Penalty: 3370.520264
	Iteration 16Q: 3 clusters Score -3506554 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3506816.250000 Penalty: 3370.520264
	Iteration 17Q: 3 clusters Score -3506816 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3506991.000000 Penalty: 3370.520264
	Iteration 18Q: 3 clusters Score -3506991 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3507129.000000 Penalty: 3370.520264
	Iteration 19Q: 3 clusters Score -3507129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3507235.250000 Penalty: 3370.520264
	Iteration 20F: 3 clusters Score -3507235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3507312.750000 Penalty: 3370.520264
	Iteration 21Q: 3 clusters Score -3507313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3507368.750000 Penalty: 3370.520264
	Iteration 22Q: 3 clusters Score -3507369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3507389.500000 Penalty: 3370.520264
	Iteration 23Q: 3 clusters Score -3507390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3507412.750000 Penalty: 3370.520264
	Iteration 24Q: 3 clusters Score -3507413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3507431.750000 Penalty: 3370.520264
	Iteration 25Q: 3 clusters Score -3507432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3507446.250000 Penalty: 3370.520264
	Iteration 26Q: 3 clusters Score -3507446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3507452.500000 Penalty: 3370.520264
	Iteration 27Q: 3 clusters Score -3507452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3507459.500000 Penalty: 3370.520264
	Iteration 28Q: 3 clusters Score -3507460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3507469.250000 Penalty: 3370.520264
	Iteration 29Q: 3 clusters Score -3507469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3507480.000000 Penalty: 3370.520264
	Iteration 30Q: 3 clusters Score -3507480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3507478.250000 Penalty: 3370.520264
	Iteration 31Q: 3 clusters Score -3507478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3507487.500000 Penalty: 3370.520264
	Iteration 32Q: 3 clusters Score -3507488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3507488.500000 Penalty: 3370.520264
	Iteration 33Q: 3 clusters Score -3507488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3507491.500000 Penalty: 3370.520264
	Iteration 34Q: 3 clusters Score -3507492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3507489.750000 Penalty: 3370.520264
	Iteration 35Q: 3 clusters Score -3507490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3507489.750000 Penalty: 3370.520264
	Iteration 36F: 3 clusters Score -3507490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117338.335938 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -117338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115856.398438 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -115856.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116086.476562 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -116086.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116153.335938 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -116153.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116198.523438 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -116198.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116220.000000 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -116220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116237.953125 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -116238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116248.257812 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -116248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116255.445312 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -116255.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116265.195312 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -116265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116273.929688 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -116273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116278.671875 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -116278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116280.125000 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -116280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116282.007812 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -116282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116284.148438 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -116284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116286.164062 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -116286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116288.156250 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -116288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116291.796875 Penalty: 2267.616455
	Iteration 16Q: 3 clusters Score -116291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116298.531250 Penalty: 2267.616455
	Iteration 17Q: 3 clusters Score -116298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116304.562500 Penalty: 2267.616455
	Iteration 18Q: 3 clusters Score -116304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116306.453125 Penalty: 2267.616455
	Iteration 19Q: 3 clusters Score -116306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116307.476562 Penalty: 2267.616455
	Iteration 20F: 3 clusters Score -116307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -116308.296875 Penalty: 2267.616455
	Iteration 21Q: 3 clusters Score -116308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116308.843750 Penalty: 2267.616455
	Iteration 22Q: 3 clusters Score -116308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116308.843750 Penalty: 2267.616455
	Iteration 23F: 3 clusters Score -116308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Entering Unmasked Estep 
Score: -4070178.250000 Penalty: 1709.016235
	Iteration 0F: 2 clusters Score -4070178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4045534.000000 Penalty: 3418.032471
	Iteration 0F: 3 clusters Score -4045534 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4054971.250000 Penalty: 3418.032471
	Iteration 1F: 3 clusters Score -4054971 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4055386.750000 Penalty: 3418.032471
	Iteration 2Q: 3 clusters Score -4055387 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4055799.500000 Penalty: 3418.032471
	Iteration 3Q: 3 clusters Score -4055800 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4056237.750000 Penalty: 3418.032471
	Iteration 4Q: 3 clusters Score -4056238 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4056801.000000 Penalty: 3418.032471
	Iteration 5Q: 3 clusters Score -4056801 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4057565.250000 Penalty: 3418.032471
	Iteration 6Q: 3 clusters Score -4057565 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4058748.000000 Penalty: 3418.032471
	Iteration 7F: 3 clusters Score -4058748 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4060364.250000 Penalty: 3418.032471
	Iteration 8F: 3 clusters Score -4060364 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4062269.250000 Penalty: 3418.032471
	Iteration 9F: 3 clusters Score -4062269 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4064095.500000 Penalty: 3418.032471
	Iteration 10F: 3 clusters Score -4064096 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4065537.000000 Penalty: 3418.032471
	Iteration 11Q: 3 clusters Score -4065537 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4066529.750000 Penalty: 3418.032471
	Iteration 12Q: 3 clusters Score -4066530 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4067221.250000 Penalty: 3418.032471
	Iteration 13Q: 3 clusters Score -4067221 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4067675.250000 Penalty: 3418.032471
	Iteration 14Q: 3 clusters Score -4067675 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4068006.250000 Penalty: 3418.032471
	Iteration 15Q: 3 clusters Score -4068006 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4068201.250000 Penalty: 3418.032471
	Iteration 16Q: 3 clusters Score -4068201 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4068324.250000 Penalty: 3418.032471
	Iteration 17Q: 3 clusters Score -4068324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4068409.500000 Penalty: 3418.032471
	Iteration 18Q: 3 clusters Score -4068410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4068471.000000 Penalty: 3418.032471
	Iteration 19Q: 3 clusters Score -4068471 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4068500.750000 Penalty: 3418.032471
	Iteration 20F: 3 clusters Score -4068501 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4068514.500000 Penalty: 3418.032471
	Iteration 21Q: 3 clusters Score -4068514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4068552.250000 Penalty: 3418.032471
	Iteration 22Q: 3 clusters Score -4068552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4068580.250000 Penalty: 3418.032471
	Iteration 23Q: 3 clusters Score -4068580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4068604.000000 Penalty: 3418.032471
	Iteration 24Q: 3 clusters Score -4068604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4068606.500000 Penalty: 3418.032471
	Iteration 25Q: 3 clusters Score -4068606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4068624.000000 Penalty: 3418.032471
	Iteration 26Q: 3 clusters Score -4068624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4068624.250000 Penalty: 3418.032471
	Iteration 27Q: 3 clusters Score -4068624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4068632.000000 Penalty: 3418.032471
	Iteration 28Q: 3 clusters Score -4068632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4068640.250000 Penalty: 3418.032471
	Iteration 29Q: 3 clusters Score -4068640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4068647.000000 Penalty: 3418.032471
	Iteration 30Q: 3 clusters Score -4068647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4068645.500000 Penalty: 3418.032471
	Iteration 31Q: 3 clusters Score -4068646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4068648.000000 Penalty: 3418.032471
	Iteration 32Q: 3 clusters Score -4068648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4068645.000000 Penalty: 3418.032471
	Iteration 33Q: 3 clusters Score -4068645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4068648.000000 Penalty: 3418.032471
	Iteration 34Q: 3 clusters Score -4068648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4068645.750000 Penalty: 3418.032471
	Iteration 35Q: 3 clusters Score -4068646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4068651.000000 Penalty: 3418.032471
	Iteration 36Q: 3 clusters Score -4068651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4068647.750000 Penalty: 3418.032471
	Iteration 37Q: 3 clusters Score -4068648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4068652.000000 Penalty: 3418.032471
	Iteration 38Q: 3 clusters Score -4068652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4068650.750000 Penalty: 3418.032471
	Iteration 39Q: 3 clusters Score -4068651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4068650.750000 Penalty: 3418.032471
	Iteration 40F: 3 clusters Score -4068651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -35406.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34457.730469 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -34457.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34642.707031 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -34642.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34702.863281 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -34702.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34721.105469 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -34721.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34724.531250 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -34724.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34729.761719 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -34729.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34738.187500 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -34738.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34748.230469 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -34748.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34754.402344 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -34754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34762.519531 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -34762.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34767.000000 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -34767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34768.562500 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -34768.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34768.562500 Penalty: 1949.654419
	Iteration 12F: 3 clusters Score -34768.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Entering Unmasked Estep 
Score: -3529635.750000 Penalty: 1685.910522
	Iteration 0F: 2 clusters Score -3529636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3508092.000000 Penalty: 3371.821045
	Iteration 0F: 3 clusters Score -3508092 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3516429.500000 Penalty: 3371.821045
	Iteration 1F: 3 clusters Score -3516430 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3516857.000000 Penalty: 3371.821045
	Iteration 2Q: 3 clusters Score -3516857 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3517359.000000 Penalty: 3371.821045
	Iteration 3Q: 3 clusters Score -3517359 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3518052.000000 Penalty: 3371.821045
	Iteration 4Q: 3 clusters Score -3518052 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3519116.250000 Penalty: 3371.821045
	Iteration 5F: 3 clusters Score -3519116 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3520705.750000 Penalty: 3371.821045
	Iteration 6F: 3 clusters Score -3520706 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3522800.500000 Penalty: 3371.821045
	Iteration 7F: 3 clusters Score -3522800 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3524823.250000 Penalty: 3371.821045
	Iteration 8F: 3 clusters Score -3524823 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3526496.000000 Penalty: 3371.821045
	Iteration 9F: 3 clusters Score -3526496 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3527467.750000 Penalty: 3371.821045
	Iteration 10Q: 3 clusters Score -3527468 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3527835.500000 Penalty: 3371.821045
	Iteration 11Q: 3 clusters Score -3527836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3528005.750000 Penalty: 3371.821045
	Iteration 12Q: 3 clusters Score -3528006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3528071.250000 Penalty: 3371.821045
	Iteration 13Q: 3 clusters Score -3528071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3528104.000000 Penalty: 3371.821045
	Iteration 14Q: 3 clusters Score -3528104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3528132.250000 Penalty: 3371.821045
	Iteration 15Q: 3 clusters Score -3528132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3528151.000000 Penalty: 3371.821045
	Iteration 16Q: 3 clusters Score -3528151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3528160.500000 Penalty: 3371.821045
	Iteration 17Q: 3 clusters Score -3528160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3528176.500000 Penalty: 3371.821045
	Iteration 18Q: 3 clusters Score -3528176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3528186.250000 Penalty: 3371.821045
	Iteration 19Q: 3 clusters Score -3528186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3528196.000000 Penalty: 3371.821045
	Iteration 20F: 3 clusters Score -3528196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3528205.000000 Penalty: 3371.821045
	Iteration 21Q: 3 clusters Score -3528205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3528207.250000 Penalty: 3371.821045
	Iteration 22Q: 3 clusters Score -3528207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3528204.750000 Penalty: 3371.821045
	Iteration 23Q: 3 clusters Score -3528205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3528211.250000 Penalty: 3371.821045
	Iteration 24Q: 3 clusters Score -3528211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3528220.250000 Penalty: 3371.821045
	Iteration 25Q: 3 clusters Score -3528220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3528223.000000 Penalty: 3371.821045
	Iteration 26Q: 3 clusters Score -3528223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3528225.750000 Penalty: 3371.821045
	Iteration 27Q: 3 clusters Score -3528226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3528228.000000 Penalty: 3371.821045
	Iteration 28Q: 3 clusters Score -3528228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3528228.250000 Penalty: 3371.821045
	Iteration 29Q: 3 clusters Score -3528228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3528231.250000 Penalty: 3371.821045
	Iteration 30Q: 3 clusters Score -3528231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3528231.000000 Penalty: 3371.821045
	Iteration 31Q: 3 clusters Score -3528231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3528231.000000 Penalty: 3371.821045
	Iteration 32F: 3 clusters Score -3528231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Entering Unmasked Estep 
Score: -13804965.000000 Penalty: 1908.122070
	Iteration 0F: 2 clusters Score -1.380496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -13720808.000000 Penalty: 3816.244141
	Iteration 0F: 3 clusters Score -1.372081e+07 nChanged 60326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -13756308.000000 Penalty: 3816.244141
	Iteration 1F: 3 clusters Score -1.375631e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -13757623.000000 Penalty: 3816.244141
	Iteration 2Q: 3 clusters Score -1.375762e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -13759785.000000 Penalty: 3816.244141
	Iteration 3Q: 3 clusters Score -1.375978e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -13764368.000000 Penalty: 3816.244141
	Iteration 4F: 3 clusters Score -1.376437e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -13772428.000000 Penalty: 3816.244141
	Iteration 5F: 3 clusters Score -1.377243e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -13783504.000000 Penalty: 3816.244141
	Iteration 6F: 3 clusters Score -1.37835e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -13793540.000000 Penalty: 3816.244141
	Iteration 7F: 3 clusters Score -1.379354e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 119235 members 
Entering Unmasked Estep 
Score: -13799467.000000 Penalty: 3816.244141
	Iteration 8Q: 3 clusters Score -1.379947e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 121476 members 
Entering Unmasked Estep 
Score: -13801925.000000 Penalty: 3816.244141
	Iteration 9Q: 3 clusters Score -1.380192e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 122230 members 
Entering Unmasked Estep 
Score: -13802923.000000 Penalty: 3816.244141
	Iteration 10Q: 3 clusters Score -1.380292e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -13803337.000000 Penalty: 3816.244141
	Iteration 11Q: 3 clusters Score -1.380334e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -13803471.000000 Penalty: 3816.244141
	Iteration 12Q: 3 clusters Score -1.380347e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 122892 members 
Entering Unmasked Estep 
Score: -13803546.000000 Penalty: 3816.244141
	Iteration 13Q: 3 clusters Score -1.380355e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -13803660.000000 Penalty: 3816.244141
	Iteration 14Q: 3 clusters Score -1.380366e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -13803700.000000 Penalty: 3816.244141
	Iteration 15Q: 3 clusters Score -1.38037e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -13803755.000000 Penalty: 3816.244141
	Iteration 16Q: 3 clusters Score -1.380376e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -13803774.000000 Penalty: 3816.244141
	Iteration 17Q: 3 clusters Score -1.380377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -13803761.000000 Penalty: 3816.244141
	Iteration 18Q: 3 clusters Score -1.380376e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -13803761.000000 Penalty: 3816.244141
	Iteration 19Q: 3 clusters Score -1.380376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 123569 members 
Entering Unmasked Estep 
Score: -13803746.000000 Penalty: 3816.244141
	Iteration 20F: 3 clusters Score -1.380375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -13803759.000000 Penalty: 3816.244141
	Iteration 21Q: 3 clusters Score -1.380376e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -13803766.000000 Penalty: 3816.244141
	Iteration 22Q: 3 clusters Score -1.380377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -13803783.000000 Penalty: 3816.244141
	Iteration 23Q: 3 clusters Score -1.380378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -13803774.000000 Penalty: 3816.244141
	Iteration 24Q: 3 clusters Score -1.380377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -13803791.000000 Penalty: 3816.244141
	Iteration 25Q: 3 clusters Score -1.380379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -13803789.000000 Penalty: 3816.244141
	Iteration 26Q: 3 clusters Score -1.380379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -13803803.000000 Penalty: 3816.244141
	Iteration 27Q: 3 clusters Score -1.38038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 123782 members 
Entering Unmasked Estep 
Score: -13803806.000000 Penalty: 3816.244141
	Iteration 28Q: 3 clusters Score -1.380381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -13803806.000000 Penalty: 3816.244141
	Iteration 29Q: 3 clusters Score -1.380381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -13803808.000000 Penalty: 3816.244141
	Iteration 30Q: 3 clusters Score -1.380381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -13803815.000000 Penalty: 3816.244141
	Iteration 31Q: 3 clusters Score -1.380382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 123816 members 
Entering Unmasked Estep 
Score: -13803828.000000 Penalty: 3816.244141
	Iteration 32Q: 3 clusters Score -1.380383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -13803816.000000 Penalty: 3816.244141
	Iteration 33Q: 3 clusters Score -1.380382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -13803814.000000 Penalty: 3816.244141
	Iteration 34Q: 3 clusters Score -1.380381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -13803819.000000 Penalty: 3816.244141
	Iteration 35Q: 3 clusters Score -1.380382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -13803828.000000 Penalty: 3816.244141
	Iteration 36Q: 3 clusters Score -1.380383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 123857 members 
Entering Unmasked Estep 
Score: -13803822.000000 Penalty: 3816.244141
	Iteration 37Q: 3 clusters Score -1.380382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -13803820.000000 Penalty: 3816.244141
	Iteration 38Q: 3 clusters Score -1.380382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -13803824.000000 Penalty: 3816.244141
	Iteration 39Q: 3 clusters Score -1.380382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 123863 members 
Entering Unmasked Estep 
Score: -13803823.000000 Penalty: 3816.244141
	Iteration 40F: 3 clusters Score -1.380382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -13803825.000000 Penalty: 3816.244141
	Iteration 41Q: 3 clusters Score -1.380382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -13803837.000000 Penalty: 3816.244141
	Iteration 42Q: 3 clusters Score -1.380384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -13803830.000000 Penalty: 3816.244141
	Iteration 43Q: 3 clusters Score -1.380383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -13803830.000000 Penalty: 3816.244141
	Iteration 44F: 3 clusters Score -1.380383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -20121.910156 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -20121.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19345.787109 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -19345.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19396.833984 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -19396.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19409.093750 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -19409.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19409.093750 Penalty: 1703.567749
	Iteration 3F: 3 clusters Score -19409.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187935 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50355 members 
Mstep: Class 6 contains 126493 members 
Mstep: Class 7 contains 158023 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 17998 members 
Mstep: Class 10 contains 48995 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 31915 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32043 members 
Mstep: Class 23 contains 125780 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863816.000000 Penalty: 49124.660156
Iteration 359Q: 23 clusters Score -9.886382e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50357 members 
Mstep: Class 6 contains 126494 members 
Mstep: Class 7 contains 158054 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18005 members 
Mstep: Class 10 contains 49011 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75008 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31913 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32043 members 
Mstep: Class 23 contains 125780 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863832.000000 Penalty: 49124.660156
Iteration 360F: 23 clusters Score -9.886383e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187830 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 126498 members 
Mstep: Class 7 contains 158079 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 49025 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31912 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36935 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32043 members 
Mstep: Class 23 contains 125782 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864024.000000 Penalty: 49124.660156
Iteration 361Q: 23 clusters Score -9.886402e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187804 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 126502 members 
Mstep: Class 7 contains 158086 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18010 members 
Mstep: Class 10 contains 49041 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31912 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36934 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32040 members 
Mstep: Class 23 contains 125781 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863968.000000 Penalty: 49124.660156
Iteration 362Q: 23 clusters Score -9.886397e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50360 members 
Mstep: Class 6 contains 126500 members 
Mstep: Class 7 contains 158110 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18011 members 
Mstep: Class 10 contains 49052 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31913 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32036 members 
Mstep: Class 23 contains 125779 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863848.000000 Penalty: 49124.660156
Iteration 363Q: 23 clusters Score -9.886385e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187746 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50365 members 
Mstep: Class 6 contains 126502 members 
Mstep: Class 7 contains 158119 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18011 members 
Mstep: Class 10 contains 49063 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31911 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36938 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 125780 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863896.000000 Penalty: 49124.660156
Iteration 364Q: 23 clusters Score -9.88639e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187711 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50361 members 
Mstep: Class 6 contains 126509 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18011 members 
Mstep: Class 10 contains 49071 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 12 contains 75003 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31915 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36938 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32037 members 
Mstep: Class 23 contains 125779 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863880.000000 Penalty: 49124.660156
Iteration 365Q: 23 clusters Score -9.886388e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187678 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50355 members 
Mstep: Class 6 contains 126515 members 
Mstep: Class 7 contains 158177 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18015 members 
Mstep: Class 10 contains 49075 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 74994 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31916 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36942 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32039 members 
Mstep: Class 23 contains 125777 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863864.000000 Penalty: 49124.660156
Iteration 366Q: 23 clusters Score -9.886386e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187644 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50357 members 
Mstep: Class 6 contains 126527 members 
Mstep: Class 7 contains 158203 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18019 members 
Mstep: Class 10 contains 49083 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 74979 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 31917 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32041 members 
Mstep: Class 23 contains 125774 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863848.000000 Penalty: 49124.660156
Iteration 367Q: 23 clusters Score -9.886385e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50361 members 
Mstep: Class 6 contains 126537 members 
Mstep: Class 7 contains 158225 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 49093 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 74963 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31917 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36940 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32039 members 
Mstep: Class 23 contains 125773 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 368Q: 23 clusters Score -9.886378e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187572 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50366 members 
Mstep: Class 6 contains 126545 members 
Mstep: Class 7 contains 158239 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18028 members 
Mstep: Class 10 contains 49105 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 74967 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31922 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 23 contains 125770 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863744.000000 Penalty: 49124.660156
Iteration 369Q: 23 clusters Score -9.886374e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50367 members 
Mstep: Class 6 contains 126553 members 
Mstep: Class 7 contains 158253 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18033 members 
Mstep: Class 10 contains 49119 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 74962 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 31926 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 23 contains 125766 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863608.000000 Penalty: 49124.660156
Iteration 370Q: 23 clusters Score -9.886361e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187505 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50369 members 
Mstep: Class 6 contains 126557 members 
Mstep: Class 7 contains 158259 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18035 members 
Mstep: Class 10 contains 49129 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 74961 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31930 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36942 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32028 members 
Mstep: Class 23 contains 125765 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863656.000000 Penalty: 49124.660156
Iteration 371Q: 23 clusters Score -9.886366e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187484 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50375 members 
Mstep: Class 6 contains 126569 members 
Mstep: Class 7 contains 158246 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18035 members 
Mstep: Class 10 contains 49143 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74970 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31930 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36942 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32021 members 
Mstep: Class 23 contains 125762 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863744.000000 Penalty: 49124.660156
Iteration 372Q: 23 clusters Score -9.886374e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187470 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50368 members 
Mstep: Class 6 contains 126585 members 
Mstep: Class 7 contains 158216 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18037 members 
Mstep: Class 10 contains 49166 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74974 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31937 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36948 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32017 members 
Mstep: Class 23 contains 125760 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863864.000000 Penalty: 49124.660156
Iteration 373Q: 23 clusters Score -9.886386e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187448 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50358 members 
Mstep: Class 6 contains 126593 members 
Mstep: Class 7 contains 158213 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18041 members 
Mstep: Class 10 contains 49187 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74974 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31935 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36951 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32019 members 
Mstep: Class 23 contains 125760 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863816.000000 Penalty: 49124.660156
Iteration 374Q: 23 clusters Score -9.886382e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187433 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50354 members 
Mstep: Class 6 contains 126607 members 
Mstep: Class 7 contains 158206 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 10 contains 49206 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74967 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31933 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36951 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32019 members 
Mstep: Class 23 contains 125758 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863840.000000 Penalty: 49124.660156
Iteration 375Q: 23 clusters Score -9.886384e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187410 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50349 members 
Mstep: Class 6 contains 126618 members 
Mstep: Class 7 contains 158217 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18048 members 
Mstep: Class 10 contains 49220 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74964 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31935 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36949 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32017 members 
Mstep: Class 23 contains 125755 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 376Q: 23 clusters Score -9.886378e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187391 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50353 members 
Mstep: Class 6 contains 126617 members 
Mstep: Class 7 contains 158216 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18053 members 
Mstep: Class 10 contains 49237 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74971 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31936 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36943 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32012 members 
Mstep: Class 23 contains 125753 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863912.000000 Penalty: 49124.660156
Iteration 377Q: 23 clusters Score -9.886391e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50350 members 
Mstep: Class 6 contains 126624 members 
Mstep: Class 7 contains 158203 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18054 members 
Mstep: Class 10 contains 49254 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74975 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31938 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36946 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 125752 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 378Q: 23 clusters Score -9.886378e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187372 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50347 members 
Mstep: Class 6 contains 126627 members 
Mstep: Class 7 contains 158194 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18055 members 
Mstep: Class 10 contains 49263 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74974 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31941 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36944 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32011 members 
Mstep: Class 23 contains 125755 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863664.000000 Penalty: 49124.660156
Iteration 379Q: 23 clusters Score -9.886366e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187346 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50352 members 
Mstep: Class 6 contains 126631 members 
Mstep: Class 7 contains 158186 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 49282 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74976 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31942 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36938 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32010 members 
Mstep: Class 23 contains 125757 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863744.000000 Penalty: 49124.660156
Iteration 380F: 23 clusters Score -9.886374e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187325 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 126636 members 
Mstep: Class 7 contains 158182 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18069 members 
Mstep: Class 10 contains 49294 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74978 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31945 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36936 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 125759 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863736.000000 Penalty: 49124.660156
Iteration 381Q: 23 clusters Score -9.886374e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187297 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50350 members 
Mstep: Class 6 contains 126638 members 
Mstep: Class 7 contains 158182 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18077 members 
Mstep: Class 10 contains 49313 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74975 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31946 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32014 members 
Mstep: Class 23 contains 125760 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863808.000000 Penalty: 49124.660156
Iteration 382Q: 23 clusters Score -9.886381e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187279 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50344 members 
Mstep: Class 6 contains 126644 members 
Mstep: Class 7 contains 158191 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 49327 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74975 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31945 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36919 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32015 members 
Mstep: Class 23 contains 125761 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863864.000000 Penalty: 49124.660156
Iteration 383Q: 23 clusters Score -9.886386e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187239 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50337 members 
Mstep: Class 6 contains 126643 members 
Mstep: Class 7 contains 158217 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18084 members 
Mstep: Class 10 contains 49345 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74973 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31946 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36918 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 23 contains 125760 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863848.000000 Penalty: 49124.660156
Iteration 384Q: 23 clusters Score -9.886385e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187213 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50334 members 
Mstep: Class 6 contains 126642 members 
Mstep: Class 7 contains 158228 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18090 members 
Mstep: Class 10 contains 49358 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74973 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31949 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36919 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 125758 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863960.000000 Penalty: 49124.660156
Iteration 385Q: 23 clusters Score -9.886396e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187176 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 50326 members 
Mstep: Class 6 contains 126645 members 
Mstep: Class 7 contains 158244 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18095 members 
Mstep: Class 10 contains 49373 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74980 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36915 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 125757 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863936.000000 Penalty: 49124.660156
Iteration 386Q: 23 clusters Score -9.886394e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187140 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50319 members 
Mstep: Class 6 contains 126644 members 
Mstep: Class 7 contains 158267 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18103 members 
Mstep: Class 10 contains 49384 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 74990 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32019 members 
Mstep: Class 23 contains 125755 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863880.000000 Penalty: 49124.660156
Iteration 387Q: 23 clusters Score -9.886388e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187093 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50311 members 
Mstep: Class 6 contains 126637 members 
Mstep: Class 7 contains 158315 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18111 members 
Mstep: Class 10 contains 49394 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74993 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36915 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32016 members 
Mstep: Class 23 contains 125748 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863872.000000 Penalty: 49124.660156
Iteration 388Q: 23 clusters Score -9.886387e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187051 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 126624 members 
Mstep: Class 7 contains 158363 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18122 members 
Mstep: Class 10 contains 49405 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74990 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31959 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36917 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32014 members 
Mstep: Class 23 contains 125744 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863864.000000 Penalty: 49124.660156
Iteration 389Q: 23 clusters Score -9.886386e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187027 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50292 members 
Mstep: Class 6 contains 126619 members 
Mstep: Class 7 contains 158384 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18132 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74987 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36924 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32013 members 
Mstep: Class 23 contains 125742 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863888.000000 Penalty: 49124.660156
Iteration 390Q: 23 clusters Score -9.886389e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187002 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50283 members 
Mstep: Class 6 contains 126620 members 
Mstep: Class 7 contains 158402 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 49418 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74985 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36923 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32016 members 
Mstep: Class 23 contains 125739 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863792.000000 Penalty: 49124.660156
Iteration 391Q: 23 clusters Score -9.886379e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50279 members 
Mstep: Class 6 contains 126615 members 
Mstep: Class 7 contains 158413 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18144 members 
Mstep: Class 10 contains 49426 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74987 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 31965 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36922 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 125736 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863672.000000 Penalty: 49124.660156
Iteration 392Q: 23 clusters Score -9.886367e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186944 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 126612 members 
Mstep: Class 7 contains 158432 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 49436 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74989 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 31967 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 125736 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863696.000000 Penalty: 49124.660156
Iteration 393Q: 23 clusters Score -9.88637e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 126606 members 
Mstep: Class 7 contains 158464 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18158 members 
Mstep: Class 10 contains 49440 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74989 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31968 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36926 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32022 members 
Mstep: Class 23 contains 125736 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863912.000000 Penalty: 49124.660156
Iteration 394Q: 23 clusters Score -9.886391e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 126601 members 
Mstep: Class 7 contains 158517 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18155 members 
Mstep: Class 10 contains 49451 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74986 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36924 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32021 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863760.000000 Penalty: 49124.660156
Iteration 395Q: 23 clusters Score -9.886376e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 126595 members 
Mstep: Class 7 contains 158561 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18157 members 
Mstep: Class 10 contains 49457 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74989 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36923 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 396Q: 23 clusters Score -9.886378e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186792 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 126588 members 
Mstep: Class 7 contains 158592 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18160 members 
Mstep: Class 10 contains 49470 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74985 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 31967 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32022 members 
Mstep: Class 23 contains 125726 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863856.000000 Penalty: 49124.660156
Iteration 397Q: 23 clusters Score -9.886386e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186769 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 126581 members 
Mstep: Class 7 contains 158622 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18163 members 
Mstep: Class 10 contains 49478 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74980 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31966 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36923 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32019 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863896.000000 Penalty: 49124.660156
Iteration 398Q: 23 clusters Score -9.88639e+07 nChanged 121
Entering ConstructFrom: 
Score: -98863896.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (186744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Entering Unmasked Estep 
Score: -20110594.000000 Penalty: 1972.342773
	Iteration 0F: 2 clusters Score -2.011059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -19996502.000000 Penalty: 3944.685547
	Iteration 0F: 3 clusters Score -1.99965e+07 nChanged 90111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -20049594.000000 Penalty: 3944.685547
	Iteration 1F: 3 clusters Score -2.004959e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -20050550.000000 Penalty: 3944.685547
	Iteration 2Q: 3 clusters Score -2.005055e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -20052168.000000 Penalty: 3944.685547
	Iteration 3Q: 3 clusters Score -2.005217e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -20054494.000000 Penalty: 3944.685547
	Iteration 4Q: 3 clusters Score -2.005449e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 112132 members 
Entering Unmasked Estep 
Score: -20058572.000000 Penalty: 3944.685547
	Iteration 5Q: 3 clusters Score -2.005857e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -20065232.000000 Penalty: 3944.685547
	Iteration 6F: 3 clusters Score -2.006523e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 132886 members 
Entering Unmasked Estep 
Score: -20074462.000000 Penalty: 3944.685547
	Iteration 7F: 3 clusters Score -2.007446e+07 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -20085134.000000 Penalty: 3944.685547
	Iteration 8F: 3 clusters Score -2.008513e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -20094076.000000 Penalty: 3944.685547
	Iteration 9F: 3 clusters Score -2.009408e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -20099982.000000 Penalty: 3944.685547
	Iteration 10F: 3 clusters Score -2.009998e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 176313 members 
Entering Unmasked Estep 
Score: -20103764.000000 Penalty: 3944.685547
	Iteration 11Q: 3 clusters Score -2.010376e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 180797 members 
Entering Unmasked Estep 
Score: -20105978.000000 Penalty: 3944.685547
	Iteration 12Q: 3 clusters Score -2.010598e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 183322 members 
Entering Unmasked Estep 
Score: -20107286.000000 Penalty: 3944.685547
	Iteration 13Q: 3 clusters Score -2.010729e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 184715 members 
Entering Unmasked Estep 
Score: -20108030.000000 Penalty: 3944.685547
	Iteration 14Q: 3 clusters Score -2.010803e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 185406 members 
Entering Unmasked Estep 
Score: -20108410.000000 Penalty: 3944.685547
	Iteration 15Q: 3 clusters Score -2.010841e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -20108582.000000 Penalty: 3944.685547
	Iteration 16Q: 3 clusters Score -2.010858e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 185945 members 
Entering Unmasked Estep 
Score: -20108668.000000 Penalty: 3944.685547
	Iteration 17Q: 3 clusters Score -2.010867e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 186056 members 
Entering Unmasked Estep 
Score: -20108756.000000 Penalty: 3944.685547
	Iteration 18Q: 3 clusters Score -2.010876e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 186137 members 
Entering Unmasked Estep 
Score: -20108792.000000 Penalty: 3944.685547
	Iteration 19Q: 3 clusters Score -2.010879e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 186185 members 
Entering Unmasked Estep 
Score: -20108802.000000 Penalty: 3944.685547
	Iteration 20F: 3 clusters Score -2.01088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -20108852.000000 Penalty: 3944.685547
	Iteration 21Q: 3 clusters Score -2.010885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 186237 members 
Entering Unmasked Estep 
Score: -20108864.000000 Penalty: 3944.685547
	Iteration 22Q: 3 clusters Score -2.010886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 186243 members 
Entering Unmasked Estep 
Score: -20108858.000000 Penalty: 3944.685547
	Iteration 23Q: 3 clusters Score -2.010886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186253 members 
Entering Unmasked Estep 
Score: -20108872.000000 Penalty: 3944.685547
	Iteration 24Q: 3 clusters Score -2.010887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 186267 members 
Entering Unmasked Estep 
Score: -20108886.000000 Penalty: 3944.685547
	Iteration 25Q: 3 clusters Score -2.010889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 186273 members 
Entering Unmasked Estep 
Score: -20108896.000000 Penalty: 3944.685547
	Iteration 26Q: 3 clusters Score -2.01089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 186277 members 
Entering Unmasked Estep 
Score: -20108900.000000 Penalty: 3944.685547
	Iteration 27Q: 3 clusters Score -2.01089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 186280 members 
Entering Unmasked Estep 
Score: -20108902.000000 Penalty: 3944.685547
	Iteration 28Q: 3 clusters Score -2.01089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -20108906.000000 Penalty: 3944.685547
	Iteration 29Q: 3 clusters Score -2.010891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 186283 members 
Entering Unmasked Estep 
Score: -20108918.000000 Penalty: 3944.685547
	Iteration 30Q: 3 clusters Score -2.010892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 186283 members 
Entering Unmasked Estep 
Score: -20108914.000000 Penalty: 3944.685547
	Iteration 31Q: 3 clusters Score -2.010891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 186285 members 
Entering Unmasked Estep 
Score: -20108902.000000 Penalty: 3944.685547
	Iteration 32Q: 3 clusters Score -2.01089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 186285 members 
Entering Unmasked Estep 
Score: -20108902.000000 Penalty: 3944.685547
	Iteration 33F: 3 clusters Score -2.01089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Entering Unmasked Estep 
Score: -1540829.750000 Penalty: 1550.274048
	Iteration 0F: 2 clusters Score -1540830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1531180.500000 Penalty: 3100.548096
	Iteration 0F: 3 clusters Score -1531180 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1534462.750000 Penalty: 3100.548096
	Iteration 1F: 3 clusters Score -1534463 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1534782.000000 Penalty: 3100.548096
	Iteration 2F: 3 clusters Score -1534782 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1535093.625000 Penalty: 3100.548096
	Iteration 3F: 3 clusters Score -1535094 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1535455.375000 Penalty: 3100.548096
	Iteration 4Q: 3 clusters Score -1535455 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1535862.125000 Penalty: 3100.548096
	Iteration 5F: 3 clusters Score -1535862 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1536378.500000 Penalty: 3100.548096
	Iteration 6F: 3 clusters Score -1536378 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1537051.500000 Penalty: 3100.548096
	Iteration 7F: 3 clusters Score -1537052 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1537805.500000 Penalty: 3100.548096
	Iteration 8F: 3 clusters Score -1537806 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1538390.625000 Penalty: 3100.548096
	Iteration 9Q: 3 clusters Score -1538391 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1538761.625000 Penalty: 3100.548096
	Iteration 10Q: 3 clusters Score -1538762 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1539017.125000 Penalty: 3100.548096
	Iteration 11Q: 3 clusters Score -1539017 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1539231.500000 Penalty: 3100.548096
	Iteration 12Q: 3 clusters Score -1539232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1539361.500000 Penalty: 3100.548096
	Iteration 13Q: 3 clusters Score -1539362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1539435.375000 Penalty: 3100.548096
	Iteration 14Q: 3 clusters Score -1539435 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1539485.625000 Penalty: 3100.548096
	Iteration 15Q: 3 clusters Score -1539486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1539511.375000 Penalty: 3100.548096
	Iteration 16Q: 3 clusters Score -1539511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1539533.125000 Penalty: 3100.548096
	Iteration 17Q: 3 clusters Score -1539533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1539544.500000 Penalty: 3100.548096
	Iteration 18Q: 3 clusters Score -1539544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1539554.625000 Penalty: 3100.548096
	Iteration 19Q: 3 clusters Score -1539555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1539563.750000 Penalty: 3100.548096
	Iteration 20F: 3 clusters Score -1539564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1539571.750000 Penalty: 3100.548096
	Iteration 21Q: 3 clusters Score -1539572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1539571.125000 Penalty: 3100.548096
	Iteration 22Q: 3 clusters Score -1539571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1539571.875000 Penalty: 3100.548096
	Iteration 23Q: 3 clusters Score -1539572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1539573.250000 Penalty: 3100.548096
	Iteration 24Q: 3 clusters Score -1539573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1539574.125000 Penalty: 3100.548096
	Iteration 25Q: 3 clusters Score -1539574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1539578.250000 Penalty: 3100.548096
	Iteration 26Q: 3 clusters Score -1539578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1539583.375000 Penalty: 3100.548096
	Iteration 27Q: 3 clusters Score -1539583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1539584.500000 Penalty: 3100.548096
	Iteration 28Q: 3 clusters Score -1539584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1539590.500000 Penalty: 3100.548096
	Iteration 29Q: 3 clusters Score -1539590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1539595.500000 Penalty: 3100.548096
	Iteration 30Q: 3 clusters Score -1539596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1539597.875000 Penalty: 3100.548096
	Iteration 31Q: 3 clusters Score -1539598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1539604.125000 Penalty: 3100.548096
	Iteration 32Q: 3 clusters Score -1539604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1539605.250000 Penalty: 3100.548096
	Iteration 33Q: 3 clusters Score -1539605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1539608.500000 Penalty: 3100.548096
	Iteration 34Q: 3 clusters Score -1539608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1539608.125000 Penalty: 3100.548096
	Iteration 35Q: 3 clusters Score -1539608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1539606.625000 Penalty: 3100.548096
	Iteration 36Q: 3 clusters Score -1539607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1539606.625000 Penalty: 3100.548096
	Iteration 37F: 3 clusters Score -1539607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -326316.812500 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -326316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -323563.406250 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -323563.4 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -324217.312500 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -324217.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -324332.968750 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -324333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -324426.000000 Penalty: 2602.934814
	Iteration 3Q: 3 clusters Score -324426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324497.843750 Penalty: 2602.934814
	Iteration 4Q: 3 clusters Score -324497.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -324559.500000 Penalty: 2602.934814
	Iteration 5Q: 3 clusters Score -324559.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324600.843750 Penalty: 2602.934814
	Iteration 6Q: 3 clusters Score -324600.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -324637.593750 Penalty: 2602.934814
	Iteration 7Q: 3 clusters Score -324637.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324676.281250 Penalty: 2602.934814
	Iteration 8Q: 3 clusters Score -324676.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -324706.125000 Penalty: 2602.934814
	Iteration 9Q: 3 clusters Score -324706.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -324735.875000 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -324735.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324766.906250 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -324766.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -324785.531250 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -324785.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -324801.187500 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -324801.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -324823.937500 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -324823.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -324844.093750 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -324844.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -324865.687500 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -324865.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -324891.562500 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -324891.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -324912.312500 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -324912.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -324927.906250 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -324927.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -324949.906250 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -324949.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -324972.468750 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -324972.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -324992.500000 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -324992.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -325020.468750 Penalty: 2602.934814
	Iteration 23Q: 3 clusters Score -325020.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -325047.250000 Penalty: 2602.934814
	Iteration 24Q: 3 clusters Score -325047.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -325079.375000 Penalty: 2602.934814
	Iteration 25Q: 3 clusters Score -325079.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -325115.937500 Penalty: 2602.934814
	Iteration 26Q: 3 clusters Score -325115.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -325146.812500 Penalty: 2602.934814
	Iteration 27Q: 3 clusters Score -325146.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -325166.562500 Penalty: 2602.934814
	Iteration 28Q: 3 clusters Score -325166.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -325196.656250 Penalty: 2602.934814
	Iteration 29Q: 3 clusters Score -325196.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -325231.406250 Penalty: 2602.934814
	Iteration 30Q: 3 clusters Score -325231.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -325264.468750 Penalty: 2602.934814
	Iteration 31Q: 3 clusters Score -325264.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -325292.125000 Penalty: 2602.934814
	Iteration 32Q: 3 clusters Score -325292.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -325313.218750 Penalty: 2602.934814
	Iteration 33Q: 3 clusters Score -325313.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -325329.593750 Penalty: 2602.934814
	Iteration 34Q: 3 clusters Score -325329.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -325347.062500 Penalty: 2602.934814
	Iteration 35Q: 3 clusters Score -325347.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -325365.156250 Penalty: 2602.934814
	Iteration 36Q: 3 clusters Score -325365.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -325380.906250 Penalty: 2602.934814
	Iteration 37Q: 3 clusters Score -325380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -325394.406250 Penalty: 2602.934814
	Iteration 38Q: 3 clusters Score -325394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -325402.750000 Penalty: 2602.934814
	Iteration 39Q: 3 clusters Score -325402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -325415.593750 Penalty: 2602.934814
	Iteration 40F: 3 clusters Score -325415.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -325430.031250 Penalty: 2602.934814
	Iteration 41Q: 3 clusters Score -325430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -325440.093750 Penalty: 2602.934814
	Iteration 42Q: 3 clusters Score -325440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -325449.125000 Penalty: 2602.934814
	Iteration 43Q: 3 clusters Score -325449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -325454.937500 Penalty: 2602.934814
	Iteration 44Q: 3 clusters Score -325454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -325459.156250 Penalty: 2602.934814
	Iteration 45Q: 3 clusters Score -325459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -325459.375000 Penalty: 2602.934814
	Iteration 46Q: 3 clusters Score -325459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -325460.468750 Penalty: 2602.934814
	Iteration 47Q: 3 clusters Score -325460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -325462.406250 Penalty: 2602.934814
	Iteration 48Q: 3 clusters Score -325462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -325467.062500 Penalty: 2602.934814
	Iteration 49Q: 3 clusters Score -325467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -325467.906250 Penalty: 2602.934814
	Iteration 50Q: 3 clusters Score -325467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -325468.625000 Penalty: 2602.934814
	Iteration 51Q: 3 clusters Score -325468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -325469.000000 Penalty: 2602.934814
	Iteration 52Q: 3 clusters Score -325469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -325469.656250 Penalty: 2602.934814
	Iteration 53Q: 3 clusters Score -325469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -325471.062500 Penalty: 2602.934814
	Iteration 54Q: 3 clusters Score -325471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -325472.437500 Penalty: 2602.934814
	Iteration 55Q: 3 clusters Score -325472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -325472.718750 Penalty: 2602.934814
	Iteration 56Q: 3 clusters Score -325472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -325473.437500 Penalty: 2602.934814
	Iteration 57Q: 3 clusters Score -325473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -325475.156250 Penalty: 2602.934814
	Iteration 58Q: 3 clusters Score -325475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -325478.093750 Penalty: 2602.934814
	Iteration 59Q: 3 clusters Score -325478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -325480.718750 Penalty: 2602.934814
	Iteration 60F: 3 clusters Score -325480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -325484.812500 Penalty: 2602.934814
	Iteration 61Q: 3 clusters Score -325484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -325487.000000 Penalty: 2602.934814
	Iteration 62Q: 3 clusters Score -325487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -325487.843750 Penalty: 2602.934814
	Iteration 63Q: 3 clusters Score -325487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -325487.843750 Penalty: 2602.934814
	Iteration 64F: 3 clusters Score -325487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -258572.171875 Penalty: 1262.592651
	Iteration 0F: 2 clusters Score -258572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -256282.375000 Penalty: 2525.185303
	Iteration 0F: 3 clusters Score -256282.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -256803.625000 Penalty: 2525.185303
	Iteration 1F: 3 clusters Score -256803.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -256881.000000 Penalty: 2525.185303
	Iteration 2F: 3 clusters Score -256881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -256920.765625 Penalty: 2525.185303
	Iteration 3Q: 3 clusters Score -256920.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -256952.093750 Penalty: 2525.185303
	Iteration 4Q: 3 clusters Score -256952.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -256979.968750 Penalty: 2525.185303
	Iteration 5Q: 3 clusters Score -256980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -256999.203125 Penalty: 2525.185303
	Iteration 6Q: 3 clusters Score -256999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257018.765625 Penalty: 2525.185303
	Iteration 7Q: 3 clusters Score -257018.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -257033.187500 Penalty: 2525.185303
	Iteration 8Q: 3 clusters Score -257033.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -257050.359375 Penalty: 2525.185303
	Iteration 9Q: 3 clusters Score -257050.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -257066.968750 Penalty: 2525.185303
	Iteration 10Q: 3 clusters Score -257067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -257079.218750 Penalty: 2525.185303
	Iteration 11Q: 3 clusters Score -257079.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257087.859375 Penalty: 2525.185303
	Iteration 12Q: 3 clusters Score -257087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257094.031250 Penalty: 2525.185303
	Iteration 13Q: 3 clusters Score -257094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257099.593750 Penalty: 2525.185303
	Iteration 14Q: 3 clusters Score -257099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257105.187500 Penalty: 2525.185303
	Iteration 15Q: 3 clusters Score -257105.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257112.640625 Penalty: 2525.185303
	Iteration 16Q: 3 clusters Score -257112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257118.265625 Penalty: 2525.185303
	Iteration 17Q: 3 clusters Score -257118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257122.156250 Penalty: 2525.185303
	Iteration 18Q: 3 clusters Score -257122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -257126.812500 Penalty: 2525.185303
	Iteration 19Q: 3 clusters Score -257126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257130.203125 Penalty: 2525.185303
	Iteration 20F: 3 clusters Score -257130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -257131.796875 Penalty: 2525.185303
	Iteration 21Q: 3 clusters Score -257131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -257133.078125 Penalty: 2525.185303
	Iteration 22Q: 3 clusters Score -257133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -257133.671875 Penalty: 2525.185303
	Iteration 23Q: 3 clusters Score -257133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -257134.828125 Penalty: 2525.185303
	Iteration 24Q: 3 clusters Score -257134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -257136.625000 Penalty: 2525.185303
	Iteration 25Q: 3 clusters Score -257136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -257137.859375 Penalty: 2525.185303
	Iteration 26Q: 3 clusters Score -257137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -257138.171875 Penalty: 2525.185303
	Iteration 27Q: 3 clusters Score -257138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -257138.875000 Penalty: 2525.185303
	Iteration 28Q: 3 clusters Score -257138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -257139.296875 Penalty: 2525.185303
	Iteration 29Q: 3 clusters Score -257139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -257140.093750 Penalty: 2525.185303
	Iteration 30Q: 3 clusters Score -257140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -257140.546875 Penalty: 2525.185303
	Iteration 31Q: 3 clusters Score -257140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -257140.968750 Penalty: 2525.185303
	Iteration 32Q: 3 clusters Score -257141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -257140.968750 Penalty: 2525.185303
	Iteration 33F: 3 clusters Score -257141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Entering Unmasked Estep 
Score: -5528922.500000 Penalty: 1759.085815
	Iteration 0F: 2 clusters Score -5528922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -5495318.500000 Penalty: 3518.171631
	Iteration 0F: 3 clusters Score -5495318 nChanged 23660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5508819.000000 Penalty: 3518.171631
	Iteration 1F: 3 clusters Score -5508819 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5509397.500000 Penalty: 3518.171631
	Iteration 2Q: 3 clusters Score -5509398 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5510224.500000 Penalty: 3518.171631
	Iteration 3Q: 3 clusters Score -5510224 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5511434.000000 Penalty: 3518.171631
	Iteration 4Q: 3 clusters Score -5511434 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -5513318.000000 Penalty: 3518.171631
	Iteration 5F: 3 clusters Score -5513318 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5515700.000000 Penalty: 3518.171631
	Iteration 6F: 3 clusters Score -5515700 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -5518443.500000 Penalty: 3518.171631
	Iteration 7F: 3 clusters Score -5518444 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -5521028.000000 Penalty: 3518.171631
	Iteration 8F: 3 clusters Score -5521028 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5522985.500000 Penalty: 3518.171631
	Iteration 9Q: 3 clusters Score -5522986 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5524339.000000 Penalty: 3518.171631
	Iteration 10Q: 3 clusters Score -5524339 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5525288.000000 Penalty: 3518.171631
	Iteration 11Q: 3 clusters Score -5525288 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5525956.500000 Penalty: 3518.171631
	Iteration 12Q: 3 clusters Score -5525956 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5526384.000000 Penalty: 3518.171631
	Iteration 13Q: 3 clusters Score -5526384 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5526629.000000 Penalty: 3518.171631
	Iteration 14Q: 3 clusters Score -5526629 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5526817.000000 Penalty: 3518.171631
	Iteration 15Q: 3 clusters Score -5526817 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5526953.000000 Penalty: 3518.171631
	Iteration 16Q: 3 clusters Score -5526953 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5527062.000000 Penalty: 3518.171631
	Iteration 17Q: 3 clusters Score -5527062 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5527172.000000 Penalty: 3518.171631
	Iteration 18Q: 3 clusters Score -5527172 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5527237.000000 Penalty: 3518.171631
	Iteration 19Q: 3 clusters Score -5527237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5527273.500000 Penalty: 3518.171631
	Iteration 20F: 3 clusters Score -5527274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5527313.500000 Penalty: 3518.171631
	Iteration 21Q: 3 clusters Score -5527314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5527346.500000 Penalty: 3518.171631
	Iteration 22Q: 3 clusters Score -5527346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5527369.000000 Penalty: 3518.171631
	Iteration 23Q: 3 clusters Score -5527369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5527379.000000 Penalty: 3518.171631
	Iteration 24Q: 3 clusters Score -5527379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5527382.500000 Penalty: 3518.171631
	Iteration 25Q: 3 clusters Score -5527382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5527384.500000 Penalty: 3518.171631
	Iteration 26Q: 3 clusters Score -5527384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527389.000000 Penalty: 3518.171631
	Iteration 27Q: 3 clusters Score -5527389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5527390.000000 Penalty: 3518.171631
	Iteration 28Q: 3 clusters Score -5527390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5527398.500000 Penalty: 3518.171631
	Iteration 29Q: 3 clusters Score -5527398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5527407.500000 Penalty: 3518.171631
	Iteration 30Q: 3 clusters Score -5527408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5527407.500000 Penalty: 3518.171631
	Iteration 31Q: 3 clusters Score -5527408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5527408.500000 Penalty: 3518.171631
	Iteration 32Q: 3 clusters Score -5527408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5527405.000000 Penalty: 3518.171631
	Iteration 33Q: 3 clusters Score -5527405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5527409.500000 Penalty: 3518.171631
	Iteration 34Q: 3 clusters Score -5527410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5527414.500000 Penalty: 3518.171631
	Iteration 35Q: 3 clusters Score -5527414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5527412.500000 Penalty: 3518.171631
	Iteration 36Q: 3 clusters Score -5527412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5527417.000000 Penalty: 3518.171631
	Iteration 37Q: 3 clusters Score -5527417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5527417.000000 Penalty: 3518.171631
	Iteration 38F: 3 clusters Score -5527417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Entering Unmasked Estep 
Score: -13855283.000000 Penalty: 1909.152344
	Iteration 0F: 2 clusters Score -1.385528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -13770748.000000 Penalty: 3818.304688
	Iteration 0F: 3 clusters Score -1.377075e+07 nChanged 60877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -13806022.000000 Penalty: 3818.304688
	Iteration 1F: 3 clusters Score -1.380602e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -13806556.000000 Penalty: 3818.304688
	Iteration 2Q: 3 clusters Score -1.380656e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -13807310.000000 Penalty: 3818.304688
	Iteration 3Q: 3 clusters Score -1.380731e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -13808288.000000 Penalty: 3818.304688
	Iteration 4Q: 3 clusters Score -1.380829e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -13809861.000000 Penalty: 3818.304688
	Iteration 5Q: 3 clusters Score -1.380986e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -13812962.000000 Penalty: 3818.304688
	Iteration 6F: 3 clusters Score -1.381296e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -13818330.000000 Penalty: 3818.304688
	Iteration 7F: 3 clusters Score -1.381833e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -13826596.000000 Penalty: 3818.304688
	Iteration 8F: 3 clusters Score -1.38266e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -13836853.000000 Penalty: 3818.304688
	Iteration 9F: 3 clusters Score -1.383685e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -13845237.000000 Penalty: 3818.304688
	Iteration 10F: 3 clusters Score -1.384524e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -13849910.000000 Penalty: 3818.304688
	Iteration 11Q: 3 clusters Score -1.384991e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121724 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -13852186.000000 Penalty: 3818.304688
	Iteration 12Q: 3 clusters Score -1.385219e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -13853197.000000 Penalty: 3818.304688
	Iteration 13Q: 3 clusters Score -1.38532e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -13853564.000000 Penalty: 3818.304688
	Iteration 14Q: 3 clusters Score -1.385356e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122639 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -13853751.000000 Penalty: 3818.304688
	Iteration 15Q: 3 clusters Score -1.385375e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -13853814.000000 Penalty: 3818.304688
	Iteration 16Q: 3 clusters Score -1.385381e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -13853911.000000 Penalty: 3818.304688
	Iteration 17Q: 3 clusters Score -1.385391e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123140 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -13853949.000000 Penalty: 3818.304688
	Iteration 18Q: 3 clusters Score -1.385395e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -13853979.000000 Penalty: 3818.304688
	Iteration 19Q: 3 clusters Score -1.385398e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -13853985.000000 Penalty: 3818.304688
	Iteration 20F: 3 clusters Score -1.385398e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -13853978.000000 Penalty: 3818.304688
	Iteration 21Q: 3 clusters Score -1.385398e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123483 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -13853997.000000 Penalty: 3818.304688
	Iteration 22Q: 3 clusters Score -1.3854e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123560 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13854040.000000 Penalty: 3818.304688
	Iteration 23Q: 3 clusters Score -1.385404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -13854054.000000 Penalty: 3818.304688
	Iteration 24Q: 3 clusters Score -1.385405e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -13854050.000000 Penalty: 3818.304688
	Iteration 25Q: 3 clusters Score -1.385405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -13854056.000000 Penalty: 3818.304688
	Iteration 26Q: 3 clusters Score -1.385406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13854060.000000 Penalty: 3818.304688
	Iteration 27Q: 3 clusters Score -1.385406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13854058.000000 Penalty: 3818.304688
	Iteration 28Q: 3 clusters Score -1.385406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123862 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -13854054.000000 Penalty: 3818.304688
	Iteration 29Q: 3 clusters Score -1.385405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -13854081.000000 Penalty: 3818.304688
	Iteration 30Q: 3 clusters Score -1.385408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123927 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13854079.000000 Penalty: 3818.304688
	Iteration 31Q: 3 clusters Score -1.385408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -13854071.000000 Penalty: 3818.304688
	Iteration 32Q: 3 clusters Score -1.385407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13854087.000000 Penalty: 3818.304688
	Iteration 33Q: 3 clusters Score -1.385409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13854088.000000 Penalty: 3818.304688
	Iteration 34Q: 3 clusters Score -1.385409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124027 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -13854071.000000 Penalty: 3818.304688
	Iteration 35Q: 3 clusters Score -1.385407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124040 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -13854070.000000 Penalty: 3818.304688
	Iteration 36Q: 3 clusters Score -1.385407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -13854069.000000 Penalty: 3818.304688
	Iteration 37Q: 3 clusters Score -1.385407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124061 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -13854077.000000 Penalty: 3818.304688
	Iteration 38Q: 3 clusters Score -1.385408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124076 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13854082.000000 Penalty: 3818.304688
	Iteration 39Q: 3 clusters Score -1.385408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124085 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13854079.000000 Penalty: 3818.304688
	Iteration 40F: 3 clusters Score -1.385408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13854082.000000 Penalty: 3818.304688
	Iteration 41Q: 3 clusters Score -1.385408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124095 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13854073.000000 Penalty: 3818.304688
	Iteration 42Q: 3 clusters Score -1.385407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124102 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -13854078.000000 Penalty: 3818.304688
	Iteration 43Q: 3 clusters Score -1.385408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124105 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -13854081.000000 Penalty: 3818.304688
	Iteration 44Q: 3 clusters Score -1.385408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13854068.000000 Penalty: 3818.304688
	Iteration 45Q: 3 clusters Score -1.385407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -13854074.000000 Penalty: 3818.304688
	Iteration 46Q: 3 clusters Score -1.385407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13854069.000000 Penalty: 3818.304688
	Iteration 47Q: 3 clusters Score -1.385407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13854080.000000 Penalty: 3818.304688
	Iteration 48Q: 3 clusters Score -1.385408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -13854078.000000 Penalty: 3818.304688
	Iteration 49Q: 3 clusters Score -1.385408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124123 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -13854083.000000 Penalty: 3818.304688
	Iteration 50Q: 3 clusters Score -1.385408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124124 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -13854077.000000 Penalty: 3818.304688
	Iteration 51Q: 3 clusters Score -1.385408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124124 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -13854077.000000 Penalty: 3818.304688
	Iteration 52F: 3 clusters Score -1.385408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158646 members 
Entering Unmasked Estep 
Score: -17179016.000000 Penalty: 1945.845093
	Iteration 0F: 2 clusters Score -1.717902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -17075104.000000 Penalty: 3891.690186
	Iteration 0F: 3 clusters Score -1.70751e+07 nChanged 76623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -17120140.000000 Penalty: 3891.690186
	Iteration 1F: 3 clusters Score -1.712014e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -17121184.000000 Penalty: 3891.690186
	Iteration 2Q: 3 clusters Score -1.712118e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -17122792.000000 Penalty: 3891.690186
	Iteration 3Q: 3 clusters Score -1.712279e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -17124954.000000 Penalty: 3891.690186
	Iteration 4Q: 3 clusters Score -1.712495e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -17128158.000000 Penalty: 3891.690186
	Iteration 5Q: 3 clusters Score -1.712816e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -17132880.000000 Penalty: 3891.690186
	Iteration 6F: 3 clusters Score -1.713288e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -17139444.000000 Penalty: 3891.690186
	Iteration 7F: 3 clusters Score -1.713944e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -17146624.000000 Penalty: 3891.690186
	Iteration 8F: 3 clusters Score -1.714662e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -17152518.000000 Penalty: 3891.690186
	Iteration 9F: 3 clusters Score -1.715252e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -17155254.000000 Penalty: 3891.690186
	Iteration 10Q: 3 clusters Score -1.715525e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -17156134.000000 Penalty: 3891.690186
	Iteration 11Q: 3 clusters Score -1.715613e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -17156442.000000 Penalty: 3891.690186
	Iteration 12Q: 3 clusters Score -1.715644e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -17156626.000000 Penalty: 3891.690186
	Iteration 13Q: 3 clusters Score -1.715663e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -17156766.000000 Penalty: 3891.690186
	Iteration 14Q: 3 clusters Score -1.715677e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -17156938.000000 Penalty: 3891.690186
	Iteration 15Q: 3 clusters Score -1.715694e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -17157210.000000 Penalty: 3891.690186
	Iteration 16Q: 3 clusters Score -1.715721e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -17157430.000000 Penalty: 3891.690186
	Iteration 17Q: 3 clusters Score -1.715743e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -17157642.000000 Penalty: 3891.690186
	Iteration 18Q: 3 clusters Score -1.715764e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -17157804.000000 Penalty: 3891.690186
	Iteration 19Q: 3 clusters Score -1.71578e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -17158100.000000 Penalty: 3891.690186
	Iteration 20F: 3 clusters Score -1.71581e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -17158474.000000 Penalty: 3891.690186
	Iteration 21Q: 3 clusters Score -1.715847e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -17158778.000000 Penalty: 3891.690186
	Iteration 22Q: 3 clusters Score -1.715878e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -17159084.000000 Penalty: 3891.690186
	Iteration 23Q: 3 clusters Score -1.715908e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -17159430.000000 Penalty: 3891.690186
	Iteration 24Q: 3 clusters Score -1.715943e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -17159824.000000 Penalty: 3891.690186
	Iteration 25Q: 3 clusters Score -1.715982e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -17160190.000000 Penalty: 3891.690186
	Iteration 26Q: 3 clusters Score -1.716019e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -17160628.000000 Penalty: 3891.690186
	Iteration 27Q: 3 clusters Score -1.716063e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -17161096.000000 Penalty: 3891.690186
	Iteration 28Q: 3 clusters Score -1.71611e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101239 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -17161618.000000 Penalty: 3891.690186
	Iteration 29Q: 3 clusters Score -1.716162e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -17162272.000000 Penalty: 3891.690186
	Iteration 30Q: 3 clusters Score -1.716227e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -17162828.000000 Penalty: 3891.690186
	Iteration 31Q: 3 clusters Score -1.716283e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -17163276.000000 Penalty: 3891.690186
	Iteration 32Q: 3 clusters Score -1.716328e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108286 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -17163830.000000 Penalty: 3891.690186
	Iteration 33Q: 3 clusters Score -1.716383e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -17164428.000000 Penalty: 3891.690186
	Iteration 34Q: 3 clusters Score -1.716443e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -17165006.000000 Penalty: 3891.690186
	Iteration 35Q: 3 clusters Score -1.716501e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113631 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -17165474.000000 Penalty: 3891.690186
	Iteration 36Q: 3 clusters Score -1.716547e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -17165930.000000 Penalty: 3891.690186
	Iteration 37Q: 3 clusters Score -1.716593e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -17166606.000000 Penalty: 3891.690186
	Iteration 38Q: 3 clusters Score -1.716661e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119124 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -17167262.000000 Penalty: 3891.690186
	Iteration 39Q: 3 clusters Score -1.716726e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -17167842.000000 Penalty: 3891.690186
	Iteration 40F: 3 clusters Score -1.716784e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -17168404.000000 Penalty: 3891.690186
	Iteration 41Q: 3 clusters Score -1.71684e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124670 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -17169058.000000 Penalty: 3891.690186
	Iteration 42Q: 3 clusters Score -1.716906e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -17169776.000000 Penalty: 3891.690186
	Iteration 43Q: 3 clusters Score -1.716978e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -17170336.000000 Penalty: 3891.690186
	Iteration 44Q: 3 clusters Score -1.717034e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129905 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -17170886.000000 Penalty: 3891.690186
	Iteration 45Q: 3 clusters Score -1.717089e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131569 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -17171428.000000 Penalty: 3891.690186
	Iteration 46Q: 3 clusters Score -1.717143e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133196 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -17171978.000000 Penalty: 3891.690186
	Iteration 47Q: 3 clusters Score -1.717198e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -17172530.000000 Penalty: 3891.690186
	Iteration 48Q: 3 clusters Score -1.717253e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -17172976.000000 Penalty: 3891.690186
	Iteration 49Q: 3 clusters Score -1.717298e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -17173540.000000 Penalty: 3891.690186
	Iteration 50Q: 3 clusters Score -1.717354e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139701 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -17174112.000000 Penalty: 3891.690186
	Iteration 51Q: 3 clusters Score -1.717411e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -17174662.000000 Penalty: 3891.690186
	Iteration 52Q: 3 clusters Score -1.717466e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143179 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -17175256.000000 Penalty: 3891.690186
	Iteration 53Q: 3 clusters Score -1.717526e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144832 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -17175718.000000 Penalty: 3891.690186
	Iteration 54Q: 3 clusters Score -1.717572e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146355 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -17176146.000000 Penalty: 3891.690186
	Iteration 55Q: 3 clusters Score -1.717615e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147742 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -17176496.000000 Penalty: 3891.690186
	Iteration 56Q: 3 clusters Score -1.71765e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -17176868.000000 Penalty: 3891.690186
	Iteration 57Q: 3 clusters Score -1.717687e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -17177022.000000 Penalty: 3891.690186
	Iteration 58Q: 3 clusters Score -1.717702e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151170 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -17177214.000000 Penalty: 3891.690186
	Iteration 59Q: 3 clusters Score -1.717721e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -17177420.000000 Penalty: 3891.690186
	Iteration 60F: 3 clusters Score -1.717742e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -17177622.000000 Penalty: 3891.690186
	Iteration 61Q: 3 clusters Score -1.717762e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153564 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -17177740.000000 Penalty: 3891.690186
	Iteration 62Q: 3 clusters Score -1.717774e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -17177838.000000 Penalty: 3891.690186
	Iteration 63Q: 3 clusters Score -1.717784e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -17178024.000000 Penalty: 3891.690186
	Iteration 64Q: 3 clusters Score -1.717802e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -17178080.000000 Penalty: 3891.690186
	Iteration 65Q: 3 clusters Score -1.717808e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17178108.000000 Penalty: 3891.690186
	Iteration 66Q: 3 clusters Score -1.717811e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155792 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -17178146.000000 Penalty: 3891.690186
	Iteration 67Q: 3 clusters Score -1.717815e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17178184.000000 Penalty: 3891.690186
	Iteration 68Q: 3 clusters Score -1.717818e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17178160.000000 Penalty: 3891.690186
	Iteration 69Q: 3 clusters Score -1.717816e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156292 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -17178154.000000 Penalty: 3891.690186
	Iteration 70Q: 3 clusters Score -1.717815e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -17178132.000000 Penalty: 3891.690186
	Iteration 71Q: 3 clusters Score -1.717813e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -17178162.000000 Penalty: 3891.690186
	Iteration 72Q: 3 clusters Score -1.717816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -17178138.000000 Penalty: 3891.690186
	Iteration 73Q: 3 clusters Score -1.717814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -17178154.000000 Penalty: 3891.690186
	Iteration 74Q: 3 clusters Score -1.717815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156610 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17178166.000000 Penalty: 3891.690186
	Iteration 75Q: 3 clusters Score -1.717817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17178184.000000 Penalty: 3891.690186
	Iteration 76Q: 3 clusters Score -1.717818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -17178188.000000 Penalty: 3891.690186
	Iteration 77Q: 3 clusters Score -1.717819e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156725 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -17178188.000000 Penalty: 3891.690186
	Iteration 78Q: 3 clusters Score -1.717819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17178162.000000 Penalty: 3891.690186
	Iteration 79Q: 3 clusters Score -1.717816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156771 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17178162.000000 Penalty: 3891.690186
	Iteration 80F: 3 clusters Score -1.717816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17178164.000000 Penalty: 3891.690186
	Iteration 81Q: 3 clusters Score -1.717816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -17178144.000000 Penalty: 3891.690186
	Iteration 82Q: 3 clusters Score -1.717814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -17178146.000000 Penalty: 3891.690186
	Iteration 83Q: 3 clusters Score -1.717815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156821 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -17178152.000000 Penalty: 3891.690186
	Iteration 84Q: 3 clusters Score -1.717815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17178150.000000 Penalty: 3891.690186
	Iteration 85Q: 3 clusters Score -1.717815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -17178154.000000 Penalty: 3891.690186
	Iteration 86Q: 3 clusters Score -1.717815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -17178160.000000 Penalty: 3891.690186
	Iteration 87Q: 3 clusters Score -1.717816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -17178160.000000 Penalty: 3891.690186
	Iteration 88Q: 3 clusters Score -1.717816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156908 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -17178156.000000 Penalty: 3891.690186
	Iteration 89Q: 3 clusters Score -1.717816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156926 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -17178132.000000 Penalty: 3891.690186
	Iteration 90Q: 3 clusters Score -1.717813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -17178138.000000 Penalty: 3891.690186
	Iteration 91Q: 3 clusters Score -1.717814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -17178134.000000 Penalty: 3891.690186
	Iteration 92Q: 3 clusters Score -1.717813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17178132.000000 Penalty: 3891.690186
	Iteration 93Q: 3 clusters Score -1.717813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -17178126.000000 Penalty: 3891.690186
	Iteration 94Q: 3 clusters Score -1.717813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -17178128.000000 Penalty: 3891.690186
	Iteration 95Q: 3 clusters Score -1.717813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -17178130.000000 Penalty: 3891.690186
	Iteration 96Q: 3 clusters Score -1.717813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -17178136.000000 Penalty: 3891.690186
	Iteration 97Q: 3 clusters Score -1.717814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -17178128.000000 Penalty: 3891.690186
	Iteration 98Q: 3 clusters Score -1.717813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -17178130.000000 Penalty: 3891.690186
	Iteration 99Q: 3 clusters Score -1.717813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -17178128.000000 Penalty: 3891.690186
	Iteration 100F: 3 clusters Score -1.717813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157006 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -17178124.000000 Penalty: 3891.690186
	Iteration 101Q: 3 clusters Score -1.717812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157013 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -17178122.000000 Penalty: 3891.690186
	Iteration 102Q: 3 clusters Score -1.717812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -17178106.000000 Penalty: 3891.690186
	Iteration 103Q: 3 clusters Score -1.717811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -17178106.000000 Penalty: 3891.690186
	Iteration 104Q: 3 clusters Score -1.717811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -17178126.000000 Penalty: 3891.690186
	Iteration 105Q: 3 clusters Score -1.717813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -17178108.000000 Penalty: 3891.690186
	Iteration 106Q: 3 clusters Score -1.717811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -17178106.000000 Penalty: 3891.690186
	Iteration 107Q: 3 clusters Score -1.717811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -17178108.000000 Penalty: 3891.690186
	Iteration 108Q: 3 clusters Score -1.717811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17178110.000000 Penalty: 3891.690186
	Iteration 109Q: 3 clusters Score -1.717811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17178110.000000 Penalty: 3891.690186
	Iteration 110F: 3 clusters Score -1.717811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -386905.468750 Penalty: 1329.620483
	Iteration 0F: 2 clusters Score -386905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -383831.437500 Penalty: 2659.240967
	Iteration 0F: 3 clusters Score -383831.4 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -384673.718750 Penalty: 2659.240967
	Iteration 1F: 3 clusters Score -384673.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -384855.093750 Penalty: 2659.240967
	Iteration 2F: 3 clusters Score -384855.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -384955.375000 Penalty: 2659.240967
	Iteration 3F: 3 clusters Score -384955.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -385023.906250 Penalty: 2659.240967
	Iteration 4Q: 3 clusters Score -385023.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -385073.343750 Penalty: 2659.240967
	Iteration 5Q: 3 clusters Score -385073.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -385122.250000 Penalty: 2659.240967
	Iteration 6Q: 3 clusters Score -385122.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -385172.812500 Penalty: 2659.240967
	Iteration 7Q: 3 clusters Score -385172.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -385232.218750 Penalty: 2659.240967
	Iteration 8Q: 3 clusters Score -385232.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -385306.312500 Penalty: 2659.240967
	Iteration 9Q: 3 clusters Score -385306.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -385369.093750 Penalty: 2659.240967
	Iteration 10Q: 3 clusters Score -385369.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -385429.281250 Penalty: 2659.240967
	Iteration 11Q: 3 clusters Score -385429.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -385496.343750 Penalty: 2659.240967
	Iteration 12Q: 3 clusters Score -385496.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -385553.968750 Penalty: 2659.240967
	Iteration 13Q: 3 clusters Score -385554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -385604.062500 Penalty: 2659.240967
	Iteration 14Q: 3 clusters Score -385604.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -385661.187500 Penalty: 2659.240967
	Iteration 15Q: 3 clusters Score -385661.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -385726.843750 Penalty: 2659.240967
	Iteration 16Q: 3 clusters Score -385726.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -385775.375000 Penalty: 2659.240967
	Iteration 17Q: 3 clusters Score -385775.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -385825.187500 Penalty: 2659.240967
	Iteration 18Q: 3 clusters Score -385825.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -385877.250000 Penalty: 2659.240967
	Iteration 19Q: 3 clusters Score -385877.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -385910.718750 Penalty: 2659.240967
	Iteration 20F: 3 clusters Score -385910.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -385941.843750 Penalty: 2659.240967
	Iteration 21Q: 3 clusters Score -385941.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -385965.125000 Penalty: 2659.240967
	Iteration 22Q: 3 clusters Score -385965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -385977.343750 Penalty: 2659.240967
	Iteration 23Q: 3 clusters Score -385977.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -385991.125000 Penalty: 2659.240967
	Iteration 24Q: 3 clusters Score -385991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -386005.375000 Penalty: 2659.240967
	Iteration 25Q: 3 clusters Score -386005.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -386019.687500 Penalty: 2659.240967
	Iteration 26Q: 3 clusters Score -386019.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -386030.750000 Penalty: 2659.240967
	Iteration 27Q: 3 clusters Score -386030.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -386039.437500 Penalty: 2659.240967
	Iteration 28Q: 3 clusters Score -386039.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -386052.187500 Penalty: 2659.240967
	Iteration 29Q: 3 clusters Score -386052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -386062.281250 Penalty: 2659.240967
	Iteration 30Q: 3 clusters Score -386062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -386074.718750 Penalty: 2659.240967
	Iteration 31Q: 3 clusters Score -386074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -386089.500000 Penalty: 2659.240967
	Iteration 32Q: 3 clusters Score -386089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -386115.687500 Penalty: 2659.240967
	Iteration 33Q: 3 clusters Score -386115.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -386159.375000 Penalty: 2659.240967
	Iteration 34Q: 3 clusters Score -386159.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -386230.781250 Penalty: 2659.240967
	Iteration 35Q: 3 clusters Score -386230.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -386285.125000 Penalty: 2659.240967
	Iteration 36Q: 3 clusters Score -386285.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -386305.593750 Penalty: 2659.240967
	Iteration 37Q: 3 clusters Score -386305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -386313.968750 Penalty: 2659.240967
	Iteration 38Q: 3 clusters Score -386314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -386326.343750 Penalty: 2659.240967
	Iteration 39Q: 3 clusters Score -386326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -386331.000000 Penalty: 2659.240967
	Iteration 40F: 3 clusters Score -386331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -386332.625000 Penalty: 2659.240967
	Iteration 41Q: 3 clusters Score -386332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -386333.250000 Penalty: 2659.240967
	Iteration 42Q: 3 clusters Score -386333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -386334.562500 Penalty: 2659.240967
	Iteration 43Q: 3 clusters Score -386334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -386336.281250 Penalty: 2659.240967
	Iteration 44Q: 3 clusters Score -386336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -386335.968750 Penalty: 2659.240967
	Iteration 45Q: 3 clusters Score -386336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -386335.968750 Penalty: 2659.240967
	Iteration 46F: 3 clusters Score -386336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Entering Unmasked Estep 
Score: -2013156.000000 Penalty: 1593.678467
	Iteration 0F: 2 clusters Score -2013156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2000720.125000 Penalty: 3187.356934
	Iteration 0F: 3 clusters Score -2000720 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2005147.000000 Penalty: 3187.356934
	Iteration 1F: 3 clusters Score -2005147 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2005451.500000 Penalty: 3187.356934
	Iteration 2Q: 3 clusters Score -2005452 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2005755.000000 Penalty: 3187.356934
	Iteration 3Q: 3 clusters Score -2005755 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2006088.500000 Penalty: 3187.356934
	Iteration 4Q: 3 clusters Score -2006088 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2006538.125000 Penalty: 3187.356934
	Iteration 5Q: 3 clusters Score -2006538 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2007193.625000 Penalty: 3187.356934
	Iteration 6F: 3 clusters Score -2007194 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2008096.500000 Penalty: 3187.356934
	Iteration 7F: 3 clusters Score -2008096 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2009157.375000 Penalty: 3187.356934
	Iteration 8F: 3 clusters Score -2009157 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2010065.375000 Penalty: 3187.356934
	Iteration 9F: 3 clusters Score -2010065 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2010742.625000 Penalty: 3187.356934
	Iteration 10Q: 3 clusters Score -2010743 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2011169.875000 Penalty: 3187.356934
	Iteration 11Q: 3 clusters Score -2011170 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2011403.625000 Penalty: 3187.356934
	Iteration 12Q: 3 clusters Score -2011404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2011563.000000 Penalty: 3187.356934
	Iteration 13Q: 3 clusters Score -2011563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2011637.250000 Penalty: 3187.356934
	Iteration 14Q: 3 clusters Score -2011637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2011683.875000 Penalty: 3187.356934
	Iteration 15Q: 3 clusters Score -2011684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2011718.125000 Penalty: 3187.356934
	Iteration 16Q: 3 clusters Score -2011718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2011740.750000 Penalty: 3187.356934
	Iteration 17Q: 3 clusters Score -2011741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2011764.625000 Penalty: 3187.356934
	Iteration 18Q: 3 clusters Score -2011765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2011777.750000 Penalty: 3187.356934
	Iteration 19Q: 3 clusters Score -2011778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2011785.750000 Penalty: 3187.356934
	Iteration 20F: 3 clusters Score -2011786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2011794.000000 Penalty: 3187.356934
	Iteration 21Q: 3 clusters Score -2011794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2011798.000000 Penalty: 3187.356934
	Iteration 22Q: 3 clusters Score -2011798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2011801.375000 Penalty: 3187.356934
	Iteration 23Q: 3 clusters Score -2011801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2011805.750000 Penalty: 3187.356934
	Iteration 24Q: 3 clusters Score -2011806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2011807.625000 Penalty: 3187.356934
	Iteration 25Q: 3 clusters Score -2011808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2011812.125000 Penalty: 3187.356934
	Iteration 26Q: 3 clusters Score -2011812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2011814.625000 Penalty: 3187.356934
	Iteration 27Q: 3 clusters Score -2011815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2011820.500000 Penalty: 3187.356934
	Iteration 28Q: 3 clusters Score -2011820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2011824.625000 Penalty: 3187.356934
	Iteration 29Q: 3 clusters Score -2011825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2011827.625000 Penalty: 3187.356934
	Iteration 30Q: 3 clusters Score -2011828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2011830.625000 Penalty: 3187.356934
	Iteration 31Q: 3 clusters Score -2011831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2011834.500000 Penalty: 3187.356934
	Iteration 32Q: 3 clusters Score -2011834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2011834.375000 Penalty: 3187.356934
	Iteration 33Q: 3 clusters Score -2011834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2011836.000000 Penalty: 3187.356934
	Iteration 34Q: 3 clusters Score -2011836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2011837.375000 Penalty: 3187.356934
	Iteration 35Q: 3 clusters Score -2011837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2011837.375000 Penalty: 3187.356934
	Iteration 36F: 3 clusters Score -2011837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Entering Unmasked Estep 
Score: -5186726.500000 Penalty: 1756.538086
	Iteration 0F: 2 clusters Score -5186726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5153698.500000 Penalty: 3513.076172
	Iteration 0F: 3 clusters Score -5153698 nChanged 23081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5166841.000000 Penalty: 3513.076172
	Iteration 1F: 3 clusters Score -5166841 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5167292.500000 Penalty: 3513.076172
	Iteration 2Q: 3 clusters Score -5167292 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -5167781.500000 Penalty: 3513.076172
	Iteration 3Q: 3 clusters Score -5167782 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5168286.500000 Penalty: 3513.076172
	Iteration 4Q: 3 clusters Score -5168286 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5168918.000000 Penalty: 3513.076172
	Iteration 5Q: 3 clusters Score -5168918 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5169617.500000 Penalty: 3513.076172
	Iteration 6Q: 3 clusters Score -5169618 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5170490.500000 Penalty: 3513.076172
	Iteration 7Q: 3 clusters Score -5170490 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -5171566.500000 Penalty: 3513.076172
	Iteration 8Q: 3 clusters Score -5171566 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5172767.500000 Penalty: 3513.076172
	Iteration 9Q: 3 clusters Score -5172768 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5174166.500000 Penalty: 3513.076172
	Iteration 10Q: 3 clusters Score -5174166 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5175540.500000 Penalty: 3513.076172
	Iteration 11Q: 3 clusters Score -5175540 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5176746.000000 Penalty: 3513.076172
	Iteration 12Q: 3 clusters Score -5176746 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -5177822.000000 Penalty: 3513.076172
	Iteration 13Q: 3 clusters Score -5177822 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5178881.500000 Penalty: 3513.076172
	Iteration 14Q: 3 clusters Score -5178882 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -5180064.500000 Penalty: 3513.076172
	Iteration 15Q: 3 clusters Score -5180064 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -5181338.000000 Penalty: 3513.076172
	Iteration 16Q: 3 clusters Score -5181338 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5182538.500000 Penalty: 3513.076172
	Iteration 17Q: 3 clusters Score -5182538 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5183473.500000 Penalty: 3513.076172
	Iteration 18Q: 3 clusters Score -5183474 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5183985.000000 Penalty: 3513.076172
	Iteration 19Q: 3 clusters Score -5183985 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5184219.000000 Penalty: 3513.076172
	Iteration 20F: 3 clusters Score -5184219 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5184349.500000 Penalty: 3513.076172
	Iteration 21Q: 3 clusters Score -5184350 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5184635.000000 Penalty: 3513.076172
	Iteration 22Q: 3 clusters Score -5184635 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5184872.000000 Penalty: 3513.076172
	Iteration 23Q: 3 clusters Score -5184872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5184974.000000 Penalty: 3513.076172
	Iteration 24Q: 3 clusters Score -5184974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5185048.500000 Penalty: 3513.076172
	Iteration 25Q: 3 clusters Score -5185048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5185078.500000 Penalty: 3513.076172
	Iteration 26Q: 3 clusters Score -5185078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5185122.500000 Penalty: 3513.076172
	Iteration 27Q: 3 clusters Score -5185122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5185149.000000 Penalty: 3513.076172
	Iteration 28Q: 3 clusters Score -5185149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5185177.000000 Penalty: 3513.076172
	Iteration 29Q: 3 clusters Score -5185177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5185198.000000 Penalty: 3513.076172
	Iteration 30Q: 3 clusters Score -5185198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5185204.000000 Penalty: 3513.076172
	Iteration 31Q: 3 clusters Score -5185204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5185216.500000 Penalty: 3513.076172
	Iteration 32Q: 3 clusters Score -5185216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5185229.000000 Penalty: 3513.076172
	Iteration 33Q: 3 clusters Score -5185229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5185228.000000 Penalty: 3513.076172
	Iteration 34Q: 3 clusters Score -5185228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5185230.000000 Penalty: 3513.076172
	Iteration 35Q: 3 clusters Score -5185230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5185225.000000 Penalty: 3513.076172
	Iteration 36Q: 3 clusters Score -5185225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5185229.000000 Penalty: 3513.076172
	Iteration 37Q: 3 clusters Score -5185229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5185228.000000 Penalty: 3513.076172
	Iteration 38Q: 3 clusters Score -5185228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5185229.000000 Penalty: 3513.076172
	Iteration 39Q: 3 clusters Score -5185229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5185240.500000 Penalty: 3513.076172
	Iteration 40F: 3 clusters Score -5185240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5185247.000000 Penalty: 3513.076172
	Iteration 41Q: 3 clusters Score -5185247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5185250.500000 Penalty: 3513.076172
	Iteration 42Q: 3 clusters Score -5185250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5185250.000000 Penalty: 3513.076172
	Iteration 43Q: 3 clusters Score -5185250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5185252.500000 Penalty: 3513.076172
	Iteration 44Q: 3 clusters Score -5185252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5185245.000000 Penalty: 3513.076172
	Iteration 45Q: 3 clusters Score -5185245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5185247.000000 Penalty: 3513.076172
	Iteration 46Q: 3 clusters Score -5185247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5185247.500000 Penalty: 3513.076172
	Iteration 47Q: 3 clusters Score -5185248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5185244.500000 Penalty: 3513.076172
	Iteration 48Q: 3 clusters Score -5185244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5185244.500000 Penalty: 3513.076172
	Iteration 49F: 3 clusters Score -5185244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -264522.812500 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -264522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -262107.812500 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -262107.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -262596.812500 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -262596.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262699.156250 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -262699.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262764.812500 Penalty: 2545.791260
	Iteration 3Q: 3 clusters Score -262764.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -262812.343750 Penalty: 2545.791260
	Iteration 4Q: 3 clusters Score -262812.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262846.750000 Penalty: 2545.791260
	Iteration 5Q: 3 clusters Score -262846.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -262876.500000 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -262876.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -262894.656250 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -262894.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -262912.281250 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -262912.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262930.562500 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -262930.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -262947.968750 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -262948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262962.968750 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -262963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -262972.562500 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -262972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -262980.218750 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -262980.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -262987.937500 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -262987.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -262998.187500 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -262998.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -263010.531250 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -263010.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -263026.750000 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -263026.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263040.531250 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -263040.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -263055.000000 Penalty: 2545.791260
	Iteration 19Q: 3 clusters Score -263055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -263072.031250 Penalty: 2545.791260
	Iteration 20F: 3 clusters Score -263072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -263102.031250 Penalty: 2545.791260
	Iteration 21Q: 3 clusters Score -263102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -263129.968750 Penalty: 2545.791260
	Iteration 22Q: 3 clusters Score -263130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -263159.250000 Penalty: 2545.791260
	Iteration 23Q: 3 clusters Score -263159.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -263193.250000 Penalty: 2545.791260
	Iteration 24Q: 3 clusters Score -263193.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -263228.625000 Penalty: 2545.791260
	Iteration 25Q: 3 clusters Score -263228.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -263263.781250 Penalty: 2545.791260
	Iteration 26Q: 3 clusters Score -263263.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -263298.531250 Penalty: 2545.791260
	Iteration 27Q: 3 clusters Score -263298.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -263321.968750 Penalty: 2545.791260
	Iteration 28Q: 3 clusters Score -263322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -263340.218750 Penalty: 2545.791260
	Iteration 29Q: 3 clusters Score -263340.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -263356.312500 Penalty: 2545.791260
	Iteration 30Q: 3 clusters Score -263356.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -263368.562500 Penalty: 2545.791260
	Iteration 31Q: 3 clusters Score -263368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -263380.312500 Penalty: 2545.791260
	Iteration 32Q: 3 clusters Score -263380.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -263390.437500 Penalty: 2545.791260
	Iteration 33Q: 3 clusters Score -263390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -263394.062500 Penalty: 2545.791260
	Iteration 34Q: 3 clusters Score -263394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -263398.531250 Penalty: 2545.791260
	Iteration 35Q: 3 clusters Score -263398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -263403.093750 Penalty: 2545.791260
	Iteration 36Q: 3 clusters Score -263403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -263407.468750 Penalty: 2545.791260
	Iteration 37Q: 3 clusters Score -263407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -263409.687500 Penalty: 2545.791260
	Iteration 38Q: 3 clusters Score -263409.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -263413.312500 Penalty: 2545.791260
	Iteration 39Q: 3 clusters Score -263413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -263417.218750 Penalty: 2545.791260
	Iteration 40F: 3 clusters Score -263417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -263418.625000 Penalty: 2545.791260
	Iteration 41Q: 3 clusters Score -263418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -263420.531250 Penalty: 2545.791260
	Iteration 42Q: 3 clusters Score -263420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -263421.968750 Penalty: 2545.791260
	Iteration 43Q: 3 clusters Score -263422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -263424.000000 Penalty: 2545.791260
	Iteration 44Q: 3 clusters Score -263424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -263425.437500 Penalty: 2545.791260
	Iteration 45Q: 3 clusters Score -263425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -263425.406250 Penalty: 2545.791260
	Iteration 46Q: 3 clusters Score -263425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -263426.531250 Penalty: 2545.791260
	Iteration 47Q: 3 clusters Score -263426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -263428.375000 Penalty: 2545.791260
	Iteration 48Q: 3 clusters Score -263428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -263428.375000 Penalty: 2545.791260
	Iteration 49F: 3 clusters Score -263428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Entering Unmasked Estep 
Score: -8242383.000000 Penalty: 1824.067383
	Iteration 0F: 2 clusters Score -8242383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -8192171.000000 Penalty: 3648.134766
	Iteration 0F: 3 clusters Score -8192171 nChanged 35508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -8212824.000000 Penalty: 3648.134766
	Iteration 1F: 3 clusters Score -8212824 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8213421.500000 Penalty: 3648.134766
	Iteration 2Q: 3 clusters Score -8213422 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -8214152.000000 Penalty: 3648.134766
	Iteration 3Q: 3 clusters Score -8214152 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -8215292.000000 Penalty: 3648.134766
	Iteration 4Q: 3 clusters Score -8215292 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -8216682.000000 Penalty: 3648.134766
	Iteration 5Q: 3 clusters Score -8216682 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8218731.500000 Penalty: 3648.134766
	Iteration 6Q: 3 clusters Score -8218732 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8221518.500000 Penalty: 3648.134766
	Iteration 7F: 3 clusters Score -8221518 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -8225164.000000 Penalty: 3648.134766
	Iteration 8F: 3 clusters Score -8225164 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -8228722.000000 Penalty: 3648.134766
	Iteration 9F: 3 clusters Score -8228722 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8230905.000000 Penalty: 3648.134766
	Iteration 10F: 3 clusters Score -8230905 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -8231819.000000 Penalty: 3648.134766
	Iteration 11Q: 3 clusters Score -8231819 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -8232202.500000 Penalty: 3648.134766
	Iteration 12Q: 3 clusters Score -8232202 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -8232504.000000 Penalty: 3648.134766
	Iteration 13Q: 3 clusters Score -8232504 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -8232730.500000 Penalty: 3648.134766
	Iteration 14Q: 3 clusters Score -8232730 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -8232944.500000 Penalty: 3648.134766
	Iteration 15Q: 3 clusters Score -8232944 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -8233266.500000 Penalty: 3648.134766
	Iteration 16Q: 3 clusters Score -8233266 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -8233481.500000 Penalty: 3648.134766
	Iteration 17Q: 3 clusters Score -8233482 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -8233682.500000 Penalty: 3648.134766
	Iteration 18Q: 3 clusters Score -8233682 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -8233935.500000 Penalty: 3648.134766
	Iteration 19Q: 3 clusters Score -8233936 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -8234121.000000 Penalty: 3648.134766
	Iteration 20F: 3 clusters Score -8234121 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -8234325.000000 Penalty: 3648.134766
	Iteration 21Q: 3 clusters Score -8234325 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8234521.500000 Penalty: 3648.134766
	Iteration 22Q: 3 clusters Score -8234522 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8234721.500000 Penalty: 3648.134766
	Iteration 23Q: 3 clusters Score -8234722 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8235003.000000 Penalty: 3648.134766
	Iteration 24Q: 3 clusters Score -8235003 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8235291.500000 Penalty: 3648.134766
	Iteration 25Q: 3 clusters Score -8235292 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -8235567.500000 Penalty: 3648.134766
	Iteration 26Q: 3 clusters Score -8235568 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -8235882.500000 Penalty: 3648.134766
	Iteration 27Q: 3 clusters Score -8235882 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -8236159.500000 Penalty: 3648.134766
	Iteration 28Q: 3 clusters Score -8236160 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -8236451.000000 Penalty: 3648.134766
	Iteration 29Q: 3 clusters Score -8236451 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -8236689.000000 Penalty: 3648.134766
	Iteration 30Q: 3 clusters Score -8236689 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -8236962.000000 Penalty: 3648.134766
	Iteration 31Q: 3 clusters Score -8236962 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -8237200.500000 Penalty: 3648.134766
	Iteration 32Q: 3 clusters Score -8237200 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -8237456.500000 Penalty: 3648.134766
	Iteration 33Q: 3 clusters Score -8237456 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -8237748.000000 Penalty: 3648.134766
	Iteration 34Q: 3 clusters Score -8237748 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -8238025.000000 Penalty: 3648.134766
	Iteration 35Q: 3 clusters Score -8238025 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -8238290.000000 Penalty: 3648.134766
	Iteration 36Q: 3 clusters Score -8238290 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -8238530.500000 Penalty: 3648.134766
	Iteration 37Q: 3 clusters Score -8238530 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -8238771.500000 Penalty: 3648.134766
	Iteration 38Q: 3 clusters Score -8238772 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -8238984.500000 Penalty: 3648.134766
	Iteration 39Q: 3 clusters Score -8238984 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -8239211.500000 Penalty: 3648.134766
	Iteration 40F: 3 clusters Score -8239212 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -8239469.500000 Penalty: 3648.134766
	Iteration 41Q: 3 clusters Score -8239470 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -8239653.000000 Penalty: 3648.134766
	Iteration 42Q: 3 clusters Score -8239653 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -8239833.000000 Penalty: 3648.134766
	Iteration 43Q: 3 clusters Score -8239833 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8240008.500000 Penalty: 3648.134766
	Iteration 44Q: 3 clusters Score -8240008 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8240135.500000 Penalty: 3648.134766
	Iteration 45Q: 3 clusters Score -8240136 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8240267.500000 Penalty: 3648.134766
	Iteration 46Q: 3 clusters Score -8240268 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8240397.500000 Penalty: 3648.134766
	Iteration 47Q: 3 clusters Score -8240398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8240463.000000 Penalty: 3648.134766
	Iteration 48Q: 3 clusters Score -8240463 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8240582.500000 Penalty: 3648.134766
	Iteration 49Q: 3 clusters Score -8240582 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8240625.500000 Penalty: 3648.134766
	Iteration 50Q: 3 clusters Score -8240626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8240688.500000 Penalty: 3648.134766
	Iteration 51Q: 3 clusters Score -8240688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8240751.000000 Penalty: 3648.134766
	Iteration 52Q: 3 clusters Score -8240751 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8240785.000000 Penalty: 3648.134766
	Iteration 53Q: 3 clusters Score -8240785 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8240847.000000 Penalty: 3648.134766
	Iteration 54Q: 3 clusters Score -8240847 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8240882.500000 Penalty: 3648.134766
	Iteration 55Q: 3 clusters Score -8240882 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8240920.000000 Penalty: 3648.134766
	Iteration 56Q: 3 clusters Score -8240920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8240911.500000 Penalty: 3648.134766
	Iteration 57Q: 3 clusters Score -8240912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8240941.000000 Penalty: 3648.134766
	Iteration 58Q: 3 clusters Score -8240941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8240982.500000 Penalty: 3648.134766
	Iteration 59Q: 3 clusters Score -8240982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8241014.500000 Penalty: 3648.134766
	Iteration 60F: 3 clusters Score -8241014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8241033.500000 Penalty: 3648.134766
	Iteration 61Q: 3 clusters Score -8241034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8241037.500000 Penalty: 3648.134766
	Iteration 62Q: 3 clusters Score -8241038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8241041.000000 Penalty: 3648.134766
	Iteration 63Q: 3 clusters Score -8241041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8241058.500000 Penalty: 3648.134766
	Iteration 64Q: 3 clusters Score -8241058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8241071.500000 Penalty: 3648.134766
	Iteration 65Q: 3 clusters Score -8241072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8241070.500000 Penalty: 3648.134766
	Iteration 66Q: 3 clusters Score -8241070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8241078.000000 Penalty: 3648.134766
	Iteration 67Q: 3 clusters Score -8241078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8241089.000000 Penalty: 3648.134766
	Iteration 68Q: 3 clusters Score -8241089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8241103.500000 Penalty: 3648.134766
	Iteration 69Q: 3 clusters Score -8241104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8241102.500000 Penalty: 3648.134766
	Iteration 70Q: 3 clusters Score -8241102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8241125.500000 Penalty: 3648.134766
	Iteration 71Q: 3 clusters Score -8241126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8241121.500000 Penalty: 3648.134766
	Iteration 72Q: 3 clusters Score -8241122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8241129.500000 Penalty: 3648.134766
	Iteration 73Q: 3 clusters Score -8241130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8241119.000000 Penalty: 3648.134766
	Iteration 74Q: 3 clusters Score -8241119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8241125.500000 Penalty: 3648.134766
	Iteration 75Q: 3 clusters Score -8241126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8241118.000000 Penalty: 3648.134766
	Iteration 76Q: 3 clusters Score -8241118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8241121.500000 Penalty: 3648.134766
	Iteration 77Q: 3 clusters Score -8241122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8241120.000000 Penalty: 3648.134766
	Iteration 78Q: 3 clusters Score -8241120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8241126.500000 Penalty: 3648.134766
	Iteration 79Q: 3 clusters Score -8241126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8241125.000000 Penalty: 3648.134766
	Iteration 80F: 3 clusters Score -8241125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8241122.500000 Penalty: 3648.134766
	Iteration 81Q: 3 clusters Score -8241122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8241126.500000 Penalty: 3648.134766
	Iteration 82Q: 3 clusters Score -8241126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8241126.000000 Penalty: 3648.134766
	Iteration 83Q: 3 clusters Score -8241126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8241119.500000 Penalty: 3648.134766
	Iteration 84Q: 3 clusters Score -8241120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8241124.500000 Penalty: 3648.134766
	Iteration 85Q: 3 clusters Score -8241124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8241123.000000 Penalty: 3648.134766
	Iteration 86Q: 3 clusters Score -8241123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8241125.500000 Penalty: 3648.134766
	Iteration 87Q: 3 clusters Score -8241126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8241127.000000 Penalty: 3648.134766
	Iteration 88Q: 3 clusters Score -8241127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8241131.500000 Penalty: 3648.134766
	Iteration 89Q: 3 clusters Score -8241132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8241128.500000 Penalty: 3648.134766
	Iteration 90Q: 3 clusters Score -8241128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8241132.500000 Penalty: 3648.134766
	Iteration 91Q: 3 clusters Score -8241132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8241132.500000 Penalty: 3648.134766
	Iteration 92F: 3 clusters Score -8241132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -297044.031250 Penalty: 1297.807007
	Iteration 0F: 2 clusters Score -297044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -294379.281250 Penalty: 2595.614014
	Iteration 0F: 3 clusters Score -294379.3 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -295174.156250 Penalty: 2595.614014
	Iteration 1F: 3 clusters Score -295174.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -295416.031250 Penalty: 2595.614014
	Iteration 2F: 3 clusters Score -295416 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -295683.406250 Penalty: 2595.614014
	Iteration 3F: 3 clusters Score -295683.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -295889.437500 Penalty: 2595.614014
	Iteration 4F: 3 clusters Score -295889.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -296035.781250 Penalty: 2595.614014
	Iteration 5F: 3 clusters Score -296035.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -296166.625000 Penalty: 2595.614014
	Iteration 6Q: 3 clusters Score -296166.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -296279.718750 Penalty: 2595.614014
	Iteration 7Q: 3 clusters Score -296279.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -296395.750000 Penalty: 2595.614014
	Iteration 8Q: 3 clusters Score -296395.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296471.687500 Penalty: 2595.614014
	Iteration 9Q: 3 clusters Score -296471.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -296535.718750 Penalty: 2595.614014
	Iteration 10Q: 3 clusters Score -296535.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -296575.968750 Penalty: 2595.614014
	Iteration 11Q: 3 clusters Score -296576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296604.906250 Penalty: 2595.614014
	Iteration 12Q: 3 clusters Score -296604.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -296622.406250 Penalty: 2595.614014
	Iteration 13Q: 3 clusters Score -296622.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -296636.156250 Penalty: 2595.614014
	Iteration 14Q: 3 clusters Score -296636.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -296647.656250 Penalty: 2595.614014
	Iteration 15Q: 3 clusters Score -296647.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -296655.156250 Penalty: 2595.614014
	Iteration 16Q: 3 clusters Score -296655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -296657.343750 Penalty: 2595.614014
	Iteration 17Q: 3 clusters Score -296657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -296659.281250 Penalty: 2595.614014
	Iteration 18Q: 3 clusters Score -296659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -296660.750000 Penalty: 2595.614014
	Iteration 19Q: 3 clusters Score -296660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -296661.718750 Penalty: 2595.614014
	Iteration 20F: 3 clusters Score -296661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -296662.562500 Penalty: 2595.614014
	Iteration 21Q: 3 clusters Score -296662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -296663.281250 Penalty: 2595.614014
	Iteration 22Q: 3 clusters Score -296663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -296664.937500 Penalty: 2595.614014
	Iteration 23Q: 3 clusters Score -296664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -296666.312500 Penalty: 2595.614014
	Iteration 24Q: 3 clusters Score -296666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -296667.093750 Penalty: 2595.614014
	Iteration 25Q: 3 clusters Score -296667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -296670.531250 Penalty: 2595.614014
	Iteration 26Q: 3 clusters Score -296670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -296673.937500 Penalty: 2595.614014
	Iteration 27Q: 3 clusters Score -296673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -296674.625000 Penalty: 2595.614014
	Iteration 28Q: 3 clusters Score -296674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -296675.281250 Penalty: 2595.614014
	Iteration 29Q: 3 clusters Score -296675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -296676.406250 Penalty: 2595.614014
	Iteration 30Q: 3 clusters Score -296676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -296677.500000 Penalty: 2595.614014
	Iteration 31Q: 3 clusters Score -296677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296678.812500 Penalty: 2595.614014
	Iteration 32Q: 3 clusters Score -296678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296680.625000 Penalty: 2595.614014
	Iteration 33Q: 3 clusters Score -296680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296683.125000 Penalty: 2595.614014
	Iteration 34Q: 3 clusters Score -296683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296685.031250 Penalty: 2595.614014
	Iteration 35Q: 3 clusters Score -296685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296689.031250 Penalty: 2595.614014
	Iteration 36Q: 3 clusters Score -296689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -296692.062500 Penalty: 2595.614014
	Iteration 37Q: 3 clusters Score -296692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -296694.093750 Penalty: 2595.614014
	Iteration 38Q: 3 clusters Score -296694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -296702.187500 Penalty: 2595.614014
	Iteration 39Q: 3 clusters Score -296702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -296710.875000 Penalty: 2595.614014
	Iteration 40F: 3 clusters Score -296710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -296717.656250 Penalty: 2595.614014
	Iteration 41Q: 3 clusters Score -296717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -296722.468750 Penalty: 2595.614014
	Iteration 42Q: 3 clusters Score -296722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -296724.343750 Penalty: 2595.614014
	Iteration 43Q: 3 clusters Score -296724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -296725.937500 Penalty: 2595.614014
	Iteration 44Q: 3 clusters Score -296725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -296728.187500 Penalty: 2595.614014
	Iteration 45Q: 3 clusters Score -296728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -296729.625000 Penalty: 2595.614014
	Iteration 46Q: 3 clusters Score -296729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -296731.687500 Penalty: 2595.614014
	Iteration 47Q: 3 clusters Score -296731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -296735.281250 Penalty: 2595.614014
	Iteration 48Q: 3 clusters Score -296735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -296736.625000 Penalty: 2595.614014
	Iteration 49Q: 3 clusters Score -296736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -296739.843750 Penalty: 2595.614014
	Iteration 50Q: 3 clusters Score -296739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -296743.781250 Penalty: 2595.614014
	Iteration 51Q: 3 clusters Score -296743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -296749.500000 Penalty: 2595.614014
	Iteration 52Q: 3 clusters Score -296749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -296761.468750 Penalty: 2595.614014
	Iteration 53Q: 3 clusters Score -296761.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -296769.718750 Penalty: 2595.614014
	Iteration 54Q: 3 clusters Score -296769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -296774.281250 Penalty: 2595.614014
	Iteration 55Q: 3 clusters Score -296774.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -296775.250000 Penalty: 2595.614014
	Iteration 56Q: 3 clusters Score -296775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -296776.718750 Penalty: 2595.614014
	Iteration 57Q: 3 clusters Score -296776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -296776.718750 Penalty: 2595.614014
	Iteration 58F: 3 clusters Score -296776.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -164612.359375 Penalty: 1189.154907
	Iteration 0F: 2 clusters Score -164612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162812.187500 Penalty: 2378.309814
	Iteration 0F: 3 clusters Score -162812.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163159.937500 Penalty: 2378.309814
	Iteration 1F: 3 clusters Score -163159.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -163247.125000 Penalty: 2378.309814
	Iteration 2F: 3 clusters Score -163247.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -163285.890625 Penalty: 2378.309814
	Iteration 3Q: 3 clusters Score -163285.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163318.875000 Penalty: 2378.309814
	Iteration 4Q: 3 clusters Score -163318.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163338.984375 Penalty: 2378.309814
	Iteration 5Q: 3 clusters Score -163339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -163350.562500 Penalty: 2378.309814
	Iteration 6Q: 3 clusters Score -163350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -163361.468750 Penalty: 2378.309814
	Iteration 7Q: 3 clusters Score -163361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -163368.015625 Penalty: 2378.309814
	Iteration 8Q: 3 clusters Score -163368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163375.531250 Penalty: 2378.309814
	Iteration 9Q: 3 clusters Score -163375.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163382.296875 Penalty: 2378.309814
	Iteration 10Q: 3 clusters Score -163382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163383.828125 Penalty: 2378.309814
	Iteration 11Q: 3 clusters Score -163383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -163385.906250 Penalty: 2378.309814
	Iteration 12Q: 3 clusters Score -163385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163389.750000 Penalty: 2378.309814
	Iteration 13Q: 3 clusters Score -163389.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163391.953125 Penalty: 2378.309814
	Iteration 14Q: 3 clusters Score -163392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163394.421875 Penalty: 2378.309814
	Iteration 15Q: 3 clusters Score -163394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163396.234375 Penalty: 2378.309814
	Iteration 16Q: 3 clusters Score -163396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -163398.765625 Penalty: 2378.309814
	Iteration 17Q: 3 clusters Score -163398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -163402.156250 Penalty: 2378.309814
	Iteration 18Q: 3 clusters Score -163402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -163405.796875 Penalty: 2378.309814
	Iteration 19Q: 3 clusters Score -163405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -163406.265625 Penalty: 2378.309814
	Iteration 20F: 3 clusters Score -163406.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -590661.875000 Penalty: 1395.099243
	Iteration 0F: 2 clusters Score -590661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -586515.000000 Penalty: 2790.198486
	Iteration 0F: 3 clusters Score -586515 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -587604.625000 Penalty: 2790.198486
	Iteration 1F: 3 clusters Score -587604.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -587773.312500 Penalty: 2790.198486
	Iteration 2F: 3 clusters Score -587773.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -587918.125000 Penalty: 2790.198486
	Iteration 3F: 3 clusters Score -587918.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -588031.812500 Penalty: 2790.198486
	Iteration 4Q: 3 clusters Score -588031.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -588127.062500 Penalty: 2790.198486
	Iteration 5Q: 3 clusters Score -588127.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -588194.625000 Penalty: 2790.198486
	Iteration 6Q: 3 clusters Score -588194.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -588245.875000 Penalty: 2790.198486
	Iteration 7Q: 3 clusters Score -588245.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -588299.875000 Penalty: 2790.198486
	Iteration 8Q: 3 clusters Score -588299.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -588351.375000 Penalty: 2790.198486
	Iteration 9Q: 3 clusters Score -588351.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -588420.812500 Penalty: 2790.198486
	Iteration 10Q: 3 clusters Score -588420.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -588495.000000 Penalty: 2790.198486
	Iteration 11Q: 3 clusters Score -588495 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -588561.562500 Penalty: 2790.198486
	Iteration 12Q: 3 clusters Score -588561.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -588627.812500 Penalty: 2790.198486
	Iteration 13Q: 3 clusters Score -588627.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -588686.312500 Penalty: 2790.198486
	Iteration 14Q: 3 clusters Score -588686.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -588748.812500 Penalty: 2790.198486
	Iteration 15Q: 3 clusters Score -588748.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -588806.062500 Penalty: 2790.198486
	Iteration 16Q: 3 clusters Score -588806.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -588855.375000 Penalty: 2790.198486
	Iteration 17Q: 3 clusters Score -588855.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -588891.562500 Penalty: 2790.198486
	Iteration 18Q: 3 clusters Score -588891.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -588923.125000 Penalty: 2790.198486
	Iteration 19Q: 3 clusters Score -588923.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -588953.062500 Penalty: 2790.198486
	Iteration 20F: 3 clusters Score -588953.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -588987.187500 Penalty: 2790.198486
	Iteration 21Q: 3 clusters Score -588987.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -589013.750000 Penalty: 2790.198486
	Iteration 22Q: 3 clusters Score -589013.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -589039.375000 Penalty: 2790.198486
	Iteration 23Q: 3 clusters Score -589039.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -589057.562500 Penalty: 2790.198486
	Iteration 24Q: 3 clusters Score -589057.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -589074.625000 Penalty: 2790.198486
	Iteration 25Q: 3 clusters Score -589074.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -589089.187500 Penalty: 2790.198486
	Iteration 26Q: 3 clusters Score -589089.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -589102.437500 Penalty: 2790.198486
	Iteration 27Q: 3 clusters Score -589102.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -589110.875000 Penalty: 2790.198486
	Iteration 28Q: 3 clusters Score -589110.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -589118.437500 Penalty: 2790.198486
	Iteration 29Q: 3 clusters Score -589118.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -589127.437500 Penalty: 2790.198486
	Iteration 30Q: 3 clusters Score -589127.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -589136.937500 Penalty: 2790.198486
	Iteration 31Q: 3 clusters Score -589136.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -589147.062500 Penalty: 2790.198486
	Iteration 32Q: 3 clusters Score -589147.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -589153.562500 Penalty: 2790.198486
	Iteration 33Q: 3 clusters Score -589153.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -589158.625000 Penalty: 2790.198486
	Iteration 34Q: 3 clusters Score -589158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -589161.312500 Penalty: 2790.198486
	Iteration 35Q: 3 clusters Score -589161.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -589164.562500 Penalty: 2790.198486
	Iteration 36Q: 3 clusters Score -589164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -589167.000000 Penalty: 2790.198486
	Iteration 37Q: 3 clusters Score -589167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -589168.375000 Penalty: 2790.198486
	Iteration 38Q: 3 clusters Score -589168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -589170.625000 Penalty: 2790.198486
	Iteration 39Q: 3 clusters Score -589170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -589169.125000 Penalty: 2790.198486
	Iteration 40F: 3 clusters Score -589169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -589168.875000 Penalty: 2790.198486
	Iteration 41Q: 3 clusters Score -589168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -589169.500000 Penalty: 2790.198486
	Iteration 42Q: 3 clusters Score -589169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -589169.250000 Penalty: 2790.198486
	Iteration 43Q: 3 clusters Score -589169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -589169.250000 Penalty: 2790.198486
	Iteration 44F: 3 clusters Score -589169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Entering Unmasked Estep 
Score: -3514328.750000 Penalty: 1685.509521
	Iteration 0F: 2 clusters Score -3514329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3492829.250000 Penalty: 3371.019043
	Iteration 0F: 3 clusters Score -3492829 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3501147.250000 Penalty: 3371.019043
	Iteration 1F: 3 clusters Score -3501147 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3501599.500000 Penalty: 3371.019043
	Iteration 2Q: 3 clusters Score -3501600 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3502036.750000 Penalty: 3371.019043
	Iteration 3Q: 3 clusters Score -3502037 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3502407.250000 Penalty: 3371.019043
	Iteration 4Q: 3 clusters Score -3502407 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3502871.500000 Penalty: 3371.019043
	Iteration 5Q: 3 clusters Score -3502872 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3503410.250000 Penalty: 3371.019043
	Iteration 6Q: 3 clusters Score -3503410 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3504106.500000 Penalty: 3371.019043
	Iteration 7Q: 3 clusters Score -3504106 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3505129.000000 Penalty: 3371.019043
	Iteration 8Q: 3 clusters Score -3505129 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3506464.000000 Penalty: 3371.019043
	Iteration 9F: 3 clusters Score -3506464 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3507747.500000 Penalty: 3371.019043
	Iteration 10F: 3 clusters Score -3507748 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3508676.500000 Penalty: 3371.019043
	Iteration 11Q: 3 clusters Score -3508676 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3509188.000000 Penalty: 3371.019043
	Iteration 12Q: 3 clusters Score -3509188 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3509513.000000 Penalty: 3371.019043
	Iteration 13Q: 3 clusters Score -3509513 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3509793.250000 Penalty: 3371.019043
	Iteration 14Q: 3 clusters Score -3509793 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3510052.250000 Penalty: 3371.019043
	Iteration 15Q: 3 clusters Score -3510052 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3510341.250000 Penalty: 3371.019043
	Iteration 16Q: 3 clusters Score -3510341 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3510585.250000 Penalty: 3371.019043
	Iteration 17Q: 3 clusters Score -3510585 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3510826.750000 Penalty: 3371.019043
	Iteration 18Q: 3 clusters Score -3510827 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3511072.250000 Penalty: 3371.019043
	Iteration 19Q: 3 clusters Score -3511072 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3511313.000000 Penalty: 3371.019043
	Iteration 20F: 3 clusters Score -3511313 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3511570.250000 Penalty: 3371.019043
	Iteration 21Q: 3 clusters Score -3511570 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3511768.500000 Penalty: 3371.019043
	Iteration 22Q: 3 clusters Score -3511768 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3511928.750000 Penalty: 3371.019043
	Iteration 23Q: 3 clusters Score -3511929 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3512092.500000 Penalty: 3371.019043
	Iteration 24Q: 3 clusters Score -3512092 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3512221.750000 Penalty: 3371.019043
	Iteration 25Q: 3 clusters Score -3512222 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3512316.750000 Penalty: 3371.019043
	Iteration 26Q: 3 clusters Score -3512317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3512392.250000 Penalty: 3371.019043
	Iteration 27Q: 3 clusters Score -3512392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3512451.000000 Penalty: 3371.019043
	Iteration 28Q: 3 clusters Score -3512451 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3512518.500000 Penalty: 3371.019043
	Iteration 29Q: 3 clusters Score -3512518 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3512568.750000 Penalty: 3371.019043
	Iteration 30Q: 3 clusters Score -3512569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3512587.000000 Penalty: 3371.019043
	Iteration 31Q: 3 clusters Score -3512587 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3512602.500000 Penalty: 3371.019043
	Iteration 32Q: 3 clusters Score -3512602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3512637.500000 Penalty: 3371.019043
	Iteration 33Q: 3 clusters Score -3512638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3512658.500000 Penalty: 3371.019043
	Iteration 34Q: 3 clusters Score -3512658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3512677.500000 Penalty: 3371.019043
	Iteration 35Q: 3 clusters Score -3512678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3512682.250000 Penalty: 3371.019043
	Iteration 36Q: 3 clusters Score -3512682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3512691.250000 Penalty: 3371.019043
	Iteration 37Q: 3 clusters Score -3512691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3512697.000000 Penalty: 3371.019043
	Iteration 38Q: 3 clusters Score -3512697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3512699.500000 Penalty: 3371.019043
	Iteration 39Q: 3 clusters Score -3512700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3512699.500000 Penalty: 3371.019043
	Iteration 40F: 3 clusters Score -3512700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3512703.250000 Penalty: 3371.019043
	Iteration 41Q: 3 clusters Score -3512703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3512712.750000 Penalty: 3371.019043
	Iteration 42Q: 3 clusters Score -3512713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3512712.500000 Penalty: 3371.019043
	Iteration 43Q: 3 clusters Score -3512712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3512719.000000 Penalty: 3371.019043
	Iteration 44Q: 3 clusters Score -3512719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3512723.500000 Penalty: 3371.019043
	Iteration 45Q: 3 clusters Score -3512724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3512731.500000 Penalty: 3371.019043
	Iteration 46Q: 3 clusters Score -3512732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3512734.250000 Penalty: 3371.019043
	Iteration 47Q: 3 clusters Score -3512734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3512737.500000 Penalty: 3371.019043
	Iteration 48Q: 3 clusters Score -3512738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3512736.000000 Penalty: 3371.019043
	Iteration 49Q: 3 clusters Score -3512736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3512733.250000 Penalty: 3371.019043
	Iteration 50Q: 3 clusters Score -3512733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3512741.750000 Penalty: 3371.019043
	Iteration 51Q: 3 clusters Score -3512742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3512739.250000 Penalty: 3371.019043
	Iteration 52Q: 3 clusters Score -3512739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3512739.250000 Penalty: 3371.019043
	Iteration 53F: 3 clusters Score -3512739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117338.335938 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -117338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115822.093750 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -115822.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116084.851562 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -116084.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116148.093750 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -116148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116176.882812 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -116176.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116195.898438 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -116195.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116209.453125 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -116209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116221.359375 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -116221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116227.203125 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -116227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116229.937500 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -116229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116232.234375 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -116232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116234.867188 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -116234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116236.265625 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -116236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116236.265625 Penalty: 2267.616455
	Iteration 12F: 3 clusters Score -116236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Entering Unmasked Estep 
Score: -4067903.500000 Penalty: 1708.915039
	Iteration 0F: 2 clusters Score -4067904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4042923.250000 Penalty: 3417.830078
	Iteration 0F: 3 clusters Score -4042923 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4052797.500000 Penalty: 3417.830078
	Iteration 1F: 3 clusters Score -4052798 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4053372.500000 Penalty: 3417.830078
	Iteration 2Q: 3 clusters Score -4053372 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4054093.000000 Penalty: 3417.830078
	Iteration 3Q: 3 clusters Score -4054093 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4055086.750000 Penalty: 3417.830078
	Iteration 4F: 3 clusters Score -4055087 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4056601.500000 Penalty: 3417.830078
	Iteration 5F: 3 clusters Score -4056602 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -4058820.500000 Penalty: 3417.830078
	Iteration 6F: 3 clusters Score -4058820 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4061287.500000 Penalty: 3417.830078
	Iteration 7F: 3 clusters Score -4061288 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4063360.250000 Penalty: 3417.830078
	Iteration 8F: 3 clusters Score -4063360 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -4064296.500000 Penalty: 3417.830078
	Iteration 9Q: 3 clusters Score -4064296 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4064659.000000 Penalty: 3417.830078
	Iteration 10Q: 3 clusters Score -4064659 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4064883.750000 Penalty: 3417.830078
	Iteration 11Q: 3 clusters Score -4064884 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4065022.000000 Penalty: 3417.830078
	Iteration 12Q: 3 clusters Score -4065022 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4065115.500000 Penalty: 3417.830078
	Iteration 13Q: 3 clusters Score -4065116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4065209.250000 Penalty: 3417.830078
	Iteration 14Q: 3 clusters Score -4065209 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4065280.000000 Penalty: 3417.830078
	Iteration 15Q: 3 clusters Score -4065280 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4065343.500000 Penalty: 3417.830078
	Iteration 16Q: 3 clusters Score -4065344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4065423.750000 Penalty: 3417.830078
	Iteration 17Q: 3 clusters Score -4065424 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4065483.500000 Penalty: 3417.830078
	Iteration 18Q: 3 clusters Score -4065484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4065529.750000 Penalty: 3417.830078
	Iteration 19Q: 3 clusters Score -4065530 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4065582.000000 Penalty: 3417.830078
	Iteration 20F: 3 clusters Score -4065582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4065616.250000 Penalty: 3417.830078
	Iteration 21Q: 3 clusters Score -4065616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4065649.750000 Penalty: 3417.830078
	Iteration 22Q: 3 clusters Score -4065650 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4065685.500000 Penalty: 3417.830078
	Iteration 23Q: 3 clusters Score -4065686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4065727.750000 Penalty: 3417.830078
	Iteration 24Q: 3 clusters Score -4065728 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4065770.250000 Penalty: 3417.830078
	Iteration 25Q: 3 clusters Score -4065770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4065821.500000 Penalty: 3417.830078
	Iteration 26Q: 3 clusters Score -4065822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4065850.500000 Penalty: 3417.830078
	Iteration 27Q: 3 clusters Score -4065850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4065885.750000 Penalty: 3417.830078
	Iteration 28Q: 3 clusters Score -4065886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4065912.500000 Penalty: 3417.830078
	Iteration 29Q: 3 clusters Score -4065912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4065941.500000 Penalty: 3417.830078
	Iteration 30Q: 3 clusters Score -4065942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4065978.750000 Penalty: 3417.830078
	Iteration 31Q: 3 clusters Score -4065979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -4066035.500000 Penalty: 3417.830078
	Iteration 32Q: 3 clusters Score -4066036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4066081.000000 Penalty: 3417.830078
	Iteration 33Q: 3 clusters Score -4066081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4066123.250000 Penalty: 3417.830078
	Iteration 34Q: 3 clusters Score -4066123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4066136.250000 Penalty: 3417.830078
	Iteration 35Q: 3 clusters Score -4066136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4066168.000000 Penalty: 3417.830078
	Iteration 36Q: 3 clusters Score -4066168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4066176.750000 Penalty: 3417.830078
	Iteration 37Q: 3 clusters Score -4066177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4066183.500000 Penalty: 3417.830078
	Iteration 38Q: 3 clusters Score -4066184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4066198.750000 Penalty: 3417.830078
	Iteration 39Q: 3 clusters Score -4066199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -4066205.000000 Penalty: 3417.830078
	Iteration 40F: 3 clusters Score -4066205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4066215.750000 Penalty: 3417.830078
	Iteration 41Q: 3 clusters Score -4066216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4066228.750000 Penalty: 3417.830078
	Iteration 42Q: 3 clusters Score -4066229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -4066237.250000 Penalty: 3417.830078
	Iteration 43Q: 3 clusters Score -4066237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4066239.500000 Penalty: 3417.830078
	Iteration 44Q: 3 clusters Score -4066240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4066241.500000 Penalty: 3417.830078
	Iteration 45Q: 3 clusters Score -4066242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4066250.750000 Penalty: 3417.830078
	Iteration 46Q: 3 clusters Score -4066251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4066255.750000 Penalty: 3417.830078
	Iteration 47Q: 3 clusters Score -4066256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4066264.750000 Penalty: 3417.830078
	Iteration 48Q: 3 clusters Score -4066265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4066261.500000 Penalty: 3417.830078
	Iteration 49Q: 3 clusters Score -4066262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4066267.250000 Penalty: 3417.830078
	Iteration 50Q: 3 clusters Score -4066267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4066275.750000 Penalty: 3417.830078
	Iteration 51Q: 3 clusters Score -4066276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4066276.250000 Penalty: 3417.830078
	Iteration 52Q: 3 clusters Score -4066276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4066273.750000 Penalty: 3417.830078
	Iteration 53Q: 3 clusters Score -4066274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4066279.750000 Penalty: 3417.830078
	Iteration 54Q: 3 clusters Score -4066280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -4066282.750000 Penalty: 3417.830078
	Iteration 55Q: 3 clusters Score -4066283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4066297.500000 Penalty: 3417.830078
	Iteration 56Q: 3 clusters Score -4066298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4066301.500000 Penalty: 3417.830078
	Iteration 57Q: 3 clusters Score -4066302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4066303.000000 Penalty: 3417.830078
	Iteration 58Q: 3 clusters Score -4066303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4066309.750000 Penalty: 3417.830078
	Iteration 59Q: 3 clusters Score -4066310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4066315.750000 Penalty: 3417.830078
	Iteration 60F: 3 clusters Score -4066316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4066312.750000 Penalty: 3417.830078
	Iteration 61Q: 3 clusters Score -4066313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4066313.500000 Penalty: 3417.830078
	Iteration 62Q: 3 clusters Score -4066314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4066312.250000 Penalty: 3417.830078
	Iteration 63Q: 3 clusters Score -4066312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4066319.750000 Penalty: 3417.830078
	Iteration 64Q: 3 clusters Score -4066320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4066327.750000 Penalty: 3417.830078
	Iteration 65Q: 3 clusters Score -4066328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4066322.250000 Penalty: 3417.830078
	Iteration 66Q: 3 clusters Score -4066322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4066330.500000 Penalty: 3417.830078
	Iteration 67Q: 3 clusters Score -4066330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -4066328.500000 Penalty: 3417.830078
	Iteration 68Q: 3 clusters Score -4066328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4066320.250000 Penalty: 3417.830078
	Iteration 69Q: 3 clusters Score -4066320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4066329.000000 Penalty: 3417.830078
	Iteration 70Q: 3 clusters Score -4066329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4066332.750000 Penalty: 3417.830078
	Iteration 71Q: 3 clusters Score -4066333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4066329.750000 Penalty: 3417.830078
	Iteration 72Q: 3 clusters Score -4066330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4066332.750000 Penalty: 3417.830078
	Iteration 73Q: 3 clusters Score -4066333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4066331.250000 Penalty: 3417.830078
	Iteration 74Q: 3 clusters Score -4066331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4066330.750000 Penalty: 3417.830078
	Iteration 75Q: 3 clusters Score -4066331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4066339.500000 Penalty: 3417.830078
	Iteration 76Q: 3 clusters Score -4066340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4066345.500000 Penalty: 3417.830078
	Iteration 77Q: 3 clusters Score -4066346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4066352.000000 Penalty: 3417.830078
	Iteration 78Q: 3 clusters Score -4066352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4066348.250000 Penalty: 3417.830078
	Iteration 79Q: 3 clusters Score -4066348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4066351.000000 Penalty: 3417.830078
	Iteration 80F: 3 clusters Score -4066351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4066359.250000 Penalty: 3417.830078
	Iteration 81Q: 3 clusters Score -4066359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4066360.250000 Penalty: 3417.830078
	Iteration 82Q: 3 clusters Score -4066360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4066368.000000 Penalty: 3417.830078
	Iteration 83Q: 3 clusters Score -4066368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4066377.500000 Penalty: 3417.830078
	Iteration 84Q: 3 clusters Score -4066378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4066377.750000 Penalty: 3417.830078
	Iteration 85Q: 3 clusters Score -4066378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4066377.500000 Penalty: 3417.830078
	Iteration 86Q: 3 clusters Score -4066378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4066381.000000 Penalty: 3417.830078
	Iteration 87Q: 3 clusters Score -4066381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4066379.000000 Penalty: 3417.830078
	Iteration 88Q: 3 clusters Score -4066379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4066386.750000 Penalty: 3417.830078
	Iteration 89Q: 3 clusters Score -4066387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4066391.250000 Penalty: 3417.830078
	Iteration 90Q: 3 clusters Score -4066391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4066390.000000 Penalty: 3417.830078
	Iteration 91Q: 3 clusters Score -4066390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4066387.000000 Penalty: 3417.830078
	Iteration 92Q: 3 clusters Score -4066387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4066385.250000 Penalty: 3417.830078
	Iteration 93Q: 3 clusters Score -4066385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4066385.500000 Penalty: 3417.830078
	Iteration 94Q: 3 clusters Score -4066386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4066385.500000 Penalty: 3417.830078
	Iteration 95F: 3 clusters Score -4066386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -35406.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34501.914062 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -34501.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34669.171875 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -34669.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34726.371094 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -34726.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34747.000000 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -34747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34760.343750 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -34760.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34772.324219 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -34772.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34782.554688 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -34782.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34799.507812 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -34799.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34809.351562 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -34809.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34812.937500 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -34812.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34817.929688 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -34817.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34819.351562 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -34819.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34820.835938 Penalty: 1949.654419
	Iteration 12Q: 3 clusters Score -34820.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34820.835938 Penalty: 1949.654419
	Iteration 13F: 3 clusters Score -34820.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Entering Unmasked Estep 
Score: -3526538.000000 Penalty: 1685.768433
	Iteration 0F: 2 clusters Score -3526538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3504987.750000 Penalty: 3371.536865
	Iteration 0F: 3 clusters Score -3504988 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3513226.250000 Penalty: 3371.536865
	Iteration 1F: 3 clusters Score -3513226 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3513854.250000 Penalty: 3371.536865
	Iteration 2Q: 3 clusters Score -3513854 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3514672.000000 Penalty: 3371.536865
	Iteration 3F: 3 clusters Score -3514672 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3515915.250000 Penalty: 3371.536865
	Iteration 4F: 3 clusters Score -3515915 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3517626.250000 Penalty: 3371.536865
	Iteration 5F: 3 clusters Score -3517626 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3519845.750000 Penalty: 3371.536865
	Iteration 6F: 3 clusters Score -3519846 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3522035.500000 Penalty: 3371.536865
	Iteration 7F: 3 clusters Score -3522036 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3523558.250000 Penalty: 3371.536865
	Iteration 8Q: 3 clusters Score -3523558 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3524378.500000 Penalty: 3371.536865
	Iteration 9Q: 3 clusters Score -3524378 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3524758.000000 Penalty: 3371.536865
	Iteration 10Q: 3 clusters Score -3524758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3524923.500000 Penalty: 3371.536865
	Iteration 11Q: 3 clusters Score -3524924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3525006.250000 Penalty: 3371.536865
	Iteration 12Q: 3 clusters Score -3525006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3525048.250000 Penalty: 3371.536865
	Iteration 13Q: 3 clusters Score -3525048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3525070.000000 Penalty: 3371.536865
	Iteration 14Q: 3 clusters Score -3525070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3525080.000000 Penalty: 3371.536865
	Iteration 15Q: 3 clusters Score -3525080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3525084.500000 Penalty: 3371.536865
	Iteration 16Q: 3 clusters Score -3525084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3525084.750000 Penalty: 3371.536865
	Iteration 17Q: 3 clusters Score -3525085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3525086.500000 Penalty: 3371.536865
	Iteration 18Q: 3 clusters Score -3525086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3525091.000000 Penalty: 3371.536865
	Iteration 19Q: 3 clusters Score -3525091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3525089.250000 Penalty: 3371.536865
	Iteration 20F: 3 clusters Score -3525089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3525093.250000 Penalty: 3371.536865
	Iteration 21Q: 3 clusters Score -3525093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3525092.250000 Penalty: 3371.536865
	Iteration 22Q: 3 clusters Score -3525092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3525092.250000 Penalty: 3371.536865
	Iteration 23F: 3 clusters Score -3525092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Entering Unmasked Estep 
Score: -13798814.000000 Penalty: 1908.048462
	Iteration 0F: 2 clusters Score -1.379881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -13714587.000000 Penalty: 3816.096924
	Iteration 0F: 3 clusters Score -1.371459e+07 nChanged 60367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -13750421.000000 Penalty: 3816.096924
	Iteration 1F: 3 clusters Score -1.375042e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -13752258.000000 Penalty: 3816.096924
	Iteration 2Q: 3 clusters Score -1.375226e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -13755913.000000 Penalty: 3816.096924
	Iteration 3F: 3 clusters Score -1.375591e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -13762886.000000 Penalty: 3816.096924
	Iteration 4F: 3 clusters Score -1.376289e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -13773767.000000 Penalty: 3816.096924
	Iteration 5F: 3 clusters Score -1.377377e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -13785630.000000 Penalty: 3816.096924
	Iteration 6F: 3 clusters Score -1.378563e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 121853 members 
Entering Unmasked Estep 
Score: -13793428.000000 Penalty: 3816.096924
	Iteration 7F: 3 clusters Score -1.379343e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -13796203.000000 Penalty: 3816.096924
	Iteration 8Q: 3 clusters Score -1.37962e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -13796847.000000 Penalty: 3816.096924
	Iteration 9Q: 3 clusters Score -1.379685e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -13796988.000000 Penalty: 3816.096924
	Iteration 10Q: 3 clusters Score -1.379699e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -13797040.000000 Penalty: 3816.096924
	Iteration 11Q: 3 clusters Score -1.379704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -13797096.000000 Penalty: 3816.096924
	Iteration 12Q: 3 clusters Score -1.37971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -13797110.000000 Penalty: 3816.096924
	Iteration 13Q: 3 clusters Score -1.379711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -13797110.000000 Penalty: 3816.096924
	Iteration 14F: 3 clusters Score -1.379711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -20121.910156 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -20121.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19322.650391 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -19322.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19377.546875 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -19377.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19384.800781 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -19384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19396.996094 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -19397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19401.984375 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -19401.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19401.984375 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -19401.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 126580 members 
Mstep: Class 7 contains 158646 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18165 members 
Mstep: Class 10 contains 49487 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74984 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36916 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32015 members 
Mstep: Class 23 contains 125723 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863776.000000 Penalty: 49124.660156
Iteration 399Q: 23 clusters Score -9.886378e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186713 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 126583 members 
Mstep: Class 7 contains 158670 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 49493 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 74991 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31962 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36908 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32012 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863856.000000 Penalty: 49124.660156
Iteration 400F: 23 clusters Score -9.886386e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 126583 members 
Mstep: Class 7 contains 158688 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18181 members 
Mstep: Class 10 contains 49505 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 75000 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31961 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36908 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32009 members 
Mstep: Class 23 contains 125728 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863968.000000 Penalty: 49124.660156
Iteration 401Q: 23 clusters Score -9.886397e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186630 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 126585 members 
Mstep: Class 7 contains 158696 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18189 members 
Mstep: Class 10 contains 49514 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36908 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32007 members 
Mstep: Class 23 contains 125728 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863848.000000 Penalty: 49124.660156
Iteration 402Q: 23 clusters Score -9.886385e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186586 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50277 members 
Mstep: Class 6 contains 126590 members 
Mstep: Class 7 contains 158708 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18198 members 
Mstep: Class 10 contains 49519 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 75024 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36910 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 23 contains 125729 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863920.000000 Penalty: 49124.660156
Iteration 403Q: 23 clusters Score -9.886392e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186536 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 126592 members 
Mstep: Class 7 contains 158732 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 49523 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 75032 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36907 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31999 members 
Mstep: Class 23 contains 125734 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863976.000000 Penalty: 49124.660156
Iteration 404Q: 23 clusters Score -9.886398e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186481 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50272 members 
Mstep: Class 6 contains 126597 members 
Mstep: Class 7 contains 158771 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18219 members 
Mstep: Class 10 contains 49541 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75031 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36905 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31993 members 
Mstep: Class 23 contains 125734 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863904.000000 Penalty: 49124.660156
Iteration 405Q: 23 clusters Score -9.88639e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126603 members 
Mstep: Class 7 contains 158825 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18224 members 
Mstep: Class 10 contains 49565 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75032 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 31946 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36905 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31995 members 
Mstep: Class 23 contains 125734 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863968.000000 Penalty: 49124.660156
Iteration 406Q: 23 clusters Score -9.886397e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186349 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 126610 members 
Mstep: Class 7 contains 158862 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18231 members 
Mstep: Class 10 contains 49579 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75029 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 31944 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36902 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31996 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863984.000000 Penalty: 49124.660156
Iteration 407Q: 23 clusters Score -9.886398e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186294 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 126623 members 
Mstep: Class 7 contains 158896 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18230 members 
Mstep: Class 10 contains 49598 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75030 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 31943 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36901 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31995 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863960.000000 Penalty: 49124.660156
Iteration 408Q: 23 clusters Score -9.886396e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186249 members 
Mstep: Class 2 contains 13899 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50238 members 
Mstep: Class 6 contains 126624 members 
Mstep: Class 7 contains 158936 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18230 members 
Mstep: Class 10 contains 49613 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75031 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31942 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36898 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31992 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864040.000000 Penalty: 49124.660156
Iteration 409Q: 23 clusters Score -9.886404e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186206 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50227 members 
Mstep: Class 6 contains 126626 members 
Mstep: Class 7 contains 158979 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18232 members 
Mstep: Class 10 contains 49619 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75030 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31944 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36896 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31991 members 
Mstep: Class 23 contains 125734 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864024.000000 Penalty: 49124.660156
Iteration 410Q: 23 clusters Score -9.886402e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50217 members 
Mstep: Class 6 contains 126630 members 
Mstep: Class 7 contains 159027 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 49623 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75031 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31944 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36895 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31990 members 
Mstep: Class 23 contains 125734 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98863936.000000 Penalty: 49124.660156
Iteration 411Q: 23 clusters Score -9.886394e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186095 members 
Mstep: Class 2 contains 13899 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50215 members 
Mstep: Class 6 contains 126635 members 
Mstep: Class 7 contains 159066 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18246 members 
Mstep: Class 10 contains 49631 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75034 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31947 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36895 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31989 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864016.000000 Penalty: 49124.660156
Iteration 412Q: 23 clusters Score -9.886402e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186052 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50210 members 
Mstep: Class 6 contains 126634 members 
Mstep: Class 7 contains 159100 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18249 members 
Mstep: Class 10 contains 49632 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75040 members 
Mstep: Class 13 contains 2949 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36900 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 23 contains 125730 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864104.000000 Penalty: 49124.660156
Iteration 413Q: 23 clusters Score -9.88641e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186011 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50205 members 
Mstep: Class 6 contains 126642 members 
Mstep: Class 7 contains 159126 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18252 members 
Mstep: Class 10 contains 49633 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 2950 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31958 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36905 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31981 members 
Mstep: Class 23 contains 125728 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864144.000000 Penalty: 49124.660156
Iteration 414Q: 23 clusters Score -9.886414e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185978 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50204 members 
Mstep: Class 6 contains 126640 members 
Mstep: Class 7 contains 159144 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 18255 members 
Mstep: Class 10 contains 49643 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75047 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31963 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36906 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31981 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864200.000000 Penalty: 49124.660156
Iteration 415Q: 23 clusters Score -9.88642e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185935 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50204 members 
Mstep: Class 6 contains 126639 members 
Mstep: Class 7 contains 159160 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18263 members 
Mstep: Class 10 contains 49652 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75059 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31966 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36904 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31983 members 
Mstep: Class 23 contains 125722 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864128.000000 Penalty: 49124.660156
Iteration 416Q: 23 clusters Score -9.886413e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185885 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50198 members 
Mstep: Class 6 contains 126637 members 
Mstep: Class 7 contains 159200 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18267 members 
Mstep: Class 10 contains 49665 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75064 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36903 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31985 members 
Mstep: Class 23 contains 125722 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864048.000000 Penalty: 49124.660156
Iteration 417Q: 23 clusters Score -9.886405e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185838 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50202 members 
Mstep: Class 6 contains 126637 members 
Mstep: Class 7 contains 159223 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 49678 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75066 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31962 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36903 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31985 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864064.000000 Penalty: 49124.660156
Iteration 418Q: 23 clusters Score -9.886406e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185802 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50212 members 
Mstep: Class 6 contains 126633 members 
Mstep: Class 7 contains 159229 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 49691 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75064 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31962 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36906 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31990 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864000.000000 Penalty: 49124.660156
Iteration 419Q: 23 clusters Score -9.8864e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185770 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 50214 members 
Mstep: Class 6 contains 126631 members 
Mstep: Class 7 contains 159244 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18286 members 
Mstep: Class 10 contains 49696 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75067 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36907 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31993 members 
Mstep: Class 23 contains 125722 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864064.000000 Penalty: 49124.660156
Iteration 420F: 23 clusters Score -9.886406e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50216 members 
Mstep: Class 6 contains 126636 members 
Mstep: Class 7 contains 159252 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18291 members 
Mstep: Class 10 contains 49699 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75074 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36911 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31996 members 
Mstep: Class 23 contains 125720 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864000.000000 Penalty: 49124.660156
Iteration 421Q: 23 clusters Score -9.8864e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185694 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50218 members 
Mstep: Class 6 contains 126636 members 
Mstep: Class 7 contains 159276 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18299 members 
Mstep: Class 10 contains 49703 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75076 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36917 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31999 members 
Mstep: Class 23 contains 125717 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864024.000000 Penalty: 49124.660156
Iteration 422Q: 23 clusters Score -9.886402e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185651 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50220 members 
Mstep: Class 6 contains 126639 members 
Mstep: Class 7 contains 159298 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18305 members 
Mstep: Class 10 contains 49709 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75077 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36921 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31999 members 
Mstep: Class 23 contains 125718 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864032.000000 Penalty: 49124.660156
Iteration 423Q: 23 clusters Score -9.886403e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185603 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50224 members 
Mstep: Class 6 contains 126636 members 
Mstep: Class 7 contains 159327 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 18306 members 
Mstep: Class 10 contains 49719 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75081 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36922 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 31999 members 
Mstep: Class 23 contains 125717 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864016.000000 Penalty: 49124.660156
Iteration 424Q: 23 clusters Score -9.886402e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185572 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50235 members 
Mstep: Class 6 contains 126631 members 
Mstep: Class 7 contains 159342 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 18310 members 
Mstep: Class 10 contains 49731 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75081 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36922 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 23 contains 125710 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864112.000000 Penalty: 49124.660156
Iteration 425Q: 23 clusters Score -9.886411e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185544 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50238 members 
Mstep: Class 6 contains 126634 members 
Mstep: Class 7 contains 159343 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 18313 members 
Mstep: Class 10 contains 49741 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75076 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36923 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32010 members 
Mstep: Class 23 contains 125710 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864168.000000 Penalty: 49124.660156
Iteration 426Q: 23 clusters Score -9.886417e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50238 members 
Mstep: Class 6 contains 126639 members 
Mstep: Class 7 contains 159335 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 18320 members 
Mstep: Class 10 contains 49747 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75079 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32020 members 
Mstep: Class 23 contains 125713 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864184.000000 Penalty: 49124.660156
Iteration 427Q: 23 clusters Score -9.886418e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185482 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50236 members 
Mstep: Class 6 contains 126642 members 
Mstep: Class 7 contains 159338 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18326 members 
Mstep: Class 10 contains 49756 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 75079 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32029 members 
Mstep: Class 23 contains 125717 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864184.000000 Penalty: 49124.660156
Iteration 428Q: 23 clusters Score -9.886418e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185435 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 50239 members 
Mstep: Class 6 contains 126643 members 
Mstep: Class 7 contains 159361 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18330 members 
Mstep: Class 10 contains 49768 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 75076 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 23 contains 125716 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864152.000000 Penalty: 49124.660156
Iteration 429Q: 23 clusters Score -9.886415e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185408 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 126643 members 
Mstep: Class 7 contains 159372 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18336 members 
Mstep: Class 10 contains 49779 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 75069 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36926 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32039 members 
Mstep: Class 23 contains 125716 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864256.000000 Penalty: 49124.660156
Iteration 430Q: 23 clusters Score -9.886426e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185373 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 126642 members 
Mstep: Class 7 contains 159384 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 49784 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75072 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36926 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32047 members 
Mstep: Class 23 contains 125718 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864256.000000 Penalty: 49124.660156
Iteration 431Q: 23 clusters Score -9.886426e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 126644 members 
Mstep: Class 7 contains 159412 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 49789 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75078 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36930 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32054 members 
Mstep: Class 23 contains 125716 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864272.000000 Penalty: 49124.660156
Iteration 432Q: 23 clusters Score -9.886427e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185276 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50238 members 
Mstep: Class 6 contains 126648 members 
Mstep: Class 7 contains 159433 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 49796 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75086 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32055 members 
Mstep: Class 23 contains 125719 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864216.000000 Penalty: 49124.660156
Iteration 433Q: 23 clusters Score -9.886422e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 126650 members 
Mstep: Class 7 contains 159451 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18342 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75096 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32063 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864272.000000 Penalty: 49124.660156
Iteration 434Q: 23 clusters Score -9.886427e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185182 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 126657 members 
Mstep: Class 7 contains 159462 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 49807 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75107 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31958 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32067 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864152.000000 Penalty: 49124.660156
Iteration 435Q: 23 clusters Score -9.886415e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185144 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 126661 members 
Mstep: Class 7 contains 159466 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18346 members 
Mstep: Class 10 contains 49813 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75115 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36934 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32074 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864136.000000 Penalty: 49124.660156
Iteration 436Q: 23 clusters Score -9.886414e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185123 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 126663 members 
Mstep: Class 7 contains 159462 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 18349 members 
Mstep: Class 10 contains 49819 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75126 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36935 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32076 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864176.000000 Penalty: 49124.660156
Iteration 437Q: 23 clusters Score -9.886418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185117 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 126666 members 
Mstep: Class 7 contains 159446 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 18353 members 
Mstep: Class 10 contains 49821 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75139 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36936 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32075 members 
Mstep: Class 23 contains 125718 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864224.000000 Penalty: 49124.660156
Iteration 438Q: 23 clusters Score -9.886422e+07 nChanged 77
Entering ConstructFrom: 
Score: -98864224.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (185109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185109 members 
Entering Unmasked Estep 
Score: -19937574.000000 Penalty: 1970.913818
	Iteration 0F: 2 clusters Score -1.993757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -19823732.000000 Penalty: 3941.827637
	Iteration 0F: 3 clusters Score -1.982373e+07 nChanged 89689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -19876438.000000 Penalty: 3941.827637
	Iteration 1F: 3 clusters Score -1.987644e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -19877568.000000 Penalty: 3941.827637
	Iteration 2Q: 3 clusters Score -1.987757e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -19879346.000000 Penalty: 3941.827637
	Iteration 3Q: 3 clusters Score -1.987935e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -19883088.000000 Penalty: 3941.827637
	Iteration 4Q: 3 clusters Score -1.988309e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -19890764.000000 Penalty: 3941.827637
	Iteration 5F: 3 clusters Score -1.989076e+07 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -19904110.000000 Penalty: 3941.827637
	Iteration 6F: 3 clusters Score -1.990411e+07 nChanged 17823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -19918160.000000 Penalty: 3941.827637
	Iteration 7F: 3 clusters Score -1.991816e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175558 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -19927890.000000 Penalty: 3941.827637
	Iteration 8F: 3 clusters Score -1.992789e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181623 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -19932728.000000 Penalty: 3941.827637
	Iteration 9Q: 3 clusters Score -1.993273e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19934666.000000 Penalty: 3941.827637
	Iteration 10Q: 3 clusters Score -1.993467e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184497 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -19935316.000000 Penalty: 3941.827637
	Iteration 11Q: 3 clusters Score -1.993532e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184714 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19935540.000000 Penalty: 3941.827637
	Iteration 12Q: 3 clusters Score -1.993554e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184780 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19935642.000000 Penalty: 3941.827637
	Iteration 13Q: 3 clusters Score -1.993564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19935702.000000 Penalty: 3941.827637
	Iteration 14Q: 3 clusters Score -1.99357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19935772.000000 Penalty: 3941.827637
	Iteration 15Q: 3 clusters Score -1.993577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19935772.000000 Penalty: 3941.827637
	Iteration 16Q: 3 clusters Score -1.993577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184835 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19935796.000000 Penalty: 3941.827637
	Iteration 17Q: 3 clusters Score -1.99358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19935796.000000 Penalty: 3941.827637
	Iteration 18Q: 3 clusters Score -1.99358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184842 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19935810.000000 Penalty: 3941.827637
	Iteration 19Q: 3 clusters Score -1.993581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19935814.000000 Penalty: 3941.827637
	Iteration 20F: 3 clusters Score -1.993581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19935808.000000 Penalty: 3941.827637
	Iteration 21Q: 3 clusters Score -1.993581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19935816.000000 Penalty: 3941.827637
	Iteration 22Q: 3 clusters Score -1.993582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184845 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19935824.000000 Penalty: 3941.827637
	Iteration 23Q: 3 clusters Score -1.993582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184848 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19935824.000000 Penalty: 3941.827637
	Iteration 24Q: 3 clusters Score -1.993582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184849 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19935846.000000 Penalty: 3941.827637
	Iteration 25Q: 3 clusters Score -1.993585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184851 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19935846.000000 Penalty: 3941.827637
	Iteration 26Q: 3 clusters Score -1.993585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19935848.000000 Penalty: 3941.827637
	Iteration 27Q: 3 clusters Score -1.993585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19935848.000000 Penalty: 3941.827637
	Iteration 28F: 3 clusters Score -1.993585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Entering Unmasked Estep 
Score: -1540519.125000 Penalty: 1550.239014
	Iteration 0F: 2 clusters Score -1540519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1530825.750000 Penalty: 3100.478027
	Iteration 0F: 3 clusters Score -1530826 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1534310.250000 Penalty: 3100.478027
	Iteration 1F: 3 clusters Score -1534310 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1534823.125000 Penalty: 3100.478027
	Iteration 2F: 3 clusters Score -1534823 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1535450.375000 Penalty: 3100.478027
	Iteration 3F: 3 clusters Score -1535450 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1536226.250000 Penalty: 3100.478027
	Iteration 4F: 3 clusters Score -1536226 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1537117.625000 Penalty: 3100.478027
	Iteration 5F: 3 clusters Score -1537118 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1538000.750000 Penalty: 3100.478027
	Iteration 6F: 3 clusters Score -1538001 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1538568.000000 Penalty: 3100.478027
	Iteration 7Q: 3 clusters Score -1538568 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1538846.000000 Penalty: 3100.478027
	Iteration 8Q: 3 clusters Score -1538846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1538972.000000 Penalty: 3100.478027
	Iteration 9Q: 3 clusters Score -1538972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1539040.500000 Penalty: 3100.478027
	Iteration 10Q: 3 clusters Score -1539040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1539083.500000 Penalty: 3100.478027
	Iteration 11Q: 3 clusters Score -1539084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1539107.250000 Penalty: 3100.478027
	Iteration 12Q: 3 clusters Score -1539107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1539125.250000 Penalty: 3100.478027
	Iteration 13Q: 3 clusters Score -1539125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1539142.625000 Penalty: 3100.478027
	Iteration 14Q: 3 clusters Score -1539143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1539155.625000 Penalty: 3100.478027
	Iteration 15Q: 3 clusters Score -1539156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1539161.750000 Penalty: 3100.478027
	Iteration 16Q: 3 clusters Score -1539162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1539174.750000 Penalty: 3100.478027
	Iteration 17Q: 3 clusters Score -1539175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1539186.000000 Penalty: 3100.478027
	Iteration 18Q: 3 clusters Score -1539186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1539186.625000 Penalty: 3100.478027
	Iteration 19Q: 3 clusters Score -1539187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1539185.125000 Penalty: 3100.478027
	Iteration 20F: 3 clusters Score -1539185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1539188.000000 Penalty: 3100.478027
	Iteration 21Q: 3 clusters Score -1539188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1539190.125000 Penalty: 3100.478027
	Iteration 22Q: 3 clusters Score -1539190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1539188.125000 Penalty: 3100.478027
	Iteration 23Q: 3 clusters Score -1539188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1539186.625000 Penalty: 3100.478027
	Iteration 24Q: 3 clusters Score -1539187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1539186.750000 Penalty: 3100.478027
	Iteration 25Q: 3 clusters Score -1539187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1539188.500000 Penalty: 3100.478027
	Iteration 26Q: 3 clusters Score -1539188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1539187.750000 Penalty: 3100.478027
	Iteration 27Q: 3 clusters Score -1539188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1539187.750000 Penalty: 3100.478027
	Iteration 28Q: 3 clusters Score -1539188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1539187.500000 Penalty: 3100.478027
	Iteration 29Q: 3 clusters Score -1539188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1539187.500000 Penalty: 3100.478027
	Iteration 30F: 3 clusters Score -1539188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -326107.843750 Penalty: 1301.359375
	Iteration 0F: 2 clusters Score -326107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -323366.937500 Penalty: 2602.718750
	Iteration 0F: 3 clusters Score -323366.9 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -324017.187500 Penalty: 2602.718750
	Iteration 1F: 3 clusters Score -324017.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -324158.156250 Penalty: 2602.718750
	Iteration 2F: 3 clusters Score -324158.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324269.437500 Penalty: 2602.718750
	Iteration 3Q: 3 clusters Score -324269.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -324366.531250 Penalty: 2602.718750
	Iteration 4Q: 3 clusters Score -324366.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -324426.875000 Penalty: 2602.718750
	Iteration 5Q: 3 clusters Score -324426.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -324465.718750 Penalty: 2602.718750
	Iteration 6Q: 3 clusters Score -324465.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324501.968750 Penalty: 2602.718750
	Iteration 7Q: 3 clusters Score -324502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -324530.375000 Penalty: 2602.718750
	Iteration 8Q: 3 clusters Score -324530.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324553.656250 Penalty: 2602.718750
	Iteration 9Q: 3 clusters Score -324553.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -324591.968750 Penalty: 2602.718750
	Iteration 10Q: 3 clusters Score -324592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -324636.125000 Penalty: 2602.718750
	Iteration 11Q: 3 clusters Score -324636.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -324691.000000 Penalty: 2602.718750
	Iteration 12Q: 3 clusters Score -324691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -324743.937500 Penalty: 2602.718750
	Iteration 13Q: 3 clusters Score -324743.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -324809.312500 Penalty: 2602.718750
	Iteration 14Q: 3 clusters Score -324809.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -324874.812500 Penalty: 2602.718750
	Iteration 15Q: 3 clusters Score -324874.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -324957.531250 Penalty: 2602.718750
	Iteration 16Q: 3 clusters Score -324957.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -325068.906250 Penalty: 2602.718750
	Iteration 17Q: 3 clusters Score -325068.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -325188.656250 Penalty: 2602.718750
	Iteration 18Q: 3 clusters Score -325188.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -325322.562500 Penalty: 2602.718750
	Iteration 19Q: 3 clusters Score -325322.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -325447.875000 Penalty: 2602.718750
	Iteration 20F: 3 clusters Score -325447.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -325537.187500 Penalty: 2602.718750
	Iteration 21Q: 3 clusters Score -325537.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -325580.781250 Penalty: 2602.718750
	Iteration 22Q: 3 clusters Score -325580.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -325607.375000 Penalty: 2602.718750
	Iteration 23Q: 3 clusters Score -325607.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325625.312500 Penalty: 2602.718750
	Iteration 24Q: 3 clusters Score -325625.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -325635.375000 Penalty: 2602.718750
	Iteration 25Q: 3 clusters Score -325635.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -325642.062500 Penalty: 2602.718750
	Iteration 26Q: 3 clusters Score -325642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -325647.937500 Penalty: 2602.718750
	Iteration 27Q: 3 clusters Score -325647.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -325651.343750 Penalty: 2602.718750
	Iteration 28Q: 3 clusters Score -325651.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -325654.562500 Penalty: 2602.718750
	Iteration 29Q: 3 clusters Score -325654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -325658.312500 Penalty: 2602.718750
	Iteration 30Q: 3 clusters Score -325658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -325659.937500 Penalty: 2602.718750
	Iteration 31Q: 3 clusters Score -325659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -325661.312500 Penalty: 2602.718750
	Iteration 32Q: 3 clusters Score -325661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -325661.562500 Penalty: 2602.718750
	Iteration 33Q: 3 clusters Score -325661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -325661.562500 Penalty: 2602.718750
	Iteration 34F: 3 clusters Score -325661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -258989.859375 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -258989.9 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 1226 members 
Entering Unmasked Estep 
Score: -256630.296875 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -256630.3 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -257093.906250 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -257093.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -257213.593750 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -257213.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -257295.562500 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -257295.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -257351.625000 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -257351.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -257399.500000 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -257399.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257435.125000 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -257435.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -257462.468750 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -257462.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -257495.734375 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -257495.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -257523.843750 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -257523.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -257550.593750 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -257550.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -257581.171875 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -257581.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -257610.515625 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -257610.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -257636.078125 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -257636.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -257654.406250 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -257654.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -257672.875000 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -257672.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -257688.328125 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -257688.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -257709.312500 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -257709.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -257733.703125 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -257733.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -257754.390625 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -257754.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -257773.468750 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -257773.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -257792.031250 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -257792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -257804.859375 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -257804.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -257821.203125 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -257821.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -257834.921875 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -257834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -257842.421875 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -257842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -257848.125000 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -257848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -257858.250000 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -257858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -257864.218750 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -257864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -257870.796875 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -257870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -257878.984375 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -257879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -257887.468750 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -257887.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -257898.062500 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -257898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -257900.687500 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -257900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -257903.578125 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -257903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -257905.156250 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -257905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -257905.156250 Penalty: 2525.733887
	Iteration 36F: 3 clusters Score -257905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Entering Unmasked Estep 
Score: -5525922.500000 Penalty: 1758.992065
	Iteration 0F: 2 clusters Score -5525922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5492207.500000 Penalty: 3517.984131
	Iteration 0F: 3 clusters Score -5492208 nChanged 23570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5505730.000000 Penalty: 3517.984131
	Iteration 1F: 3 clusters Score -5505730 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5506362.000000 Penalty: 3517.984131
	Iteration 2Q: 3 clusters Score -5506362 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5507178.000000 Penalty: 3517.984131
	Iteration 3Q: 3 clusters Score -5507178 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5508327.000000 Penalty: 3517.984131
	Iteration 4Q: 3 clusters Score -5508327 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5509924.000000 Penalty: 3517.984131
	Iteration 5Q: 3 clusters Score -5509924 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5511942.500000 Penalty: 3517.984131
	Iteration 6F: 3 clusters Score -5511942 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -5514221.500000 Penalty: 3517.984131
	Iteration 7F: 3 clusters Score -5514222 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5516292.500000 Penalty: 3517.984131
	Iteration 8F: 3 clusters Score -5516292 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5517799.000000 Penalty: 3517.984131
	Iteration 9Q: 3 clusters Score -5517799 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5518705.500000 Penalty: 3517.984131
	Iteration 10Q: 3 clusters Score -5518706 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5519206.000000 Penalty: 3517.984131
	Iteration 11Q: 3 clusters Score -5519206 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -5519518.000000 Penalty: 3517.984131
	Iteration 12Q: 3 clusters Score -5519518 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5519764.000000 Penalty: 3517.984131
	Iteration 13Q: 3 clusters Score -5519764 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5520039.000000 Penalty: 3517.984131
	Iteration 14Q: 3 clusters Score -5520039 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -5520278.500000 Penalty: 3517.984131
	Iteration 15Q: 3 clusters Score -5520278 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5520578.000000 Penalty: 3517.984131
	Iteration 16Q: 3 clusters Score -5520578 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -5520855.500000 Penalty: 3517.984131
	Iteration 17Q: 3 clusters Score -5520856 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -5521110.500000 Penalty: 3517.984131
	Iteration 18Q: 3 clusters Score -5521110 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -5521394.000000 Penalty: 3517.984131
	Iteration 19Q: 3 clusters Score -5521394 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -5521708.000000 Penalty: 3517.984131
	Iteration 20F: 3 clusters Score -5521708 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5522048.000000 Penalty: 3517.984131
	Iteration 21Q: 3 clusters Score -5522048 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5522333.500000 Penalty: 3517.984131
	Iteration 22Q: 3 clusters Score -5522334 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -5522614.000000 Penalty: 3517.984131
	Iteration 23Q: 3 clusters Score -5522614 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5522864.500000 Penalty: 3517.984131
	Iteration 24Q: 3 clusters Score -5522864 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5523111.500000 Penalty: 3517.984131
	Iteration 25Q: 3 clusters Score -5523112 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5523313.500000 Penalty: 3517.984131
	Iteration 26Q: 3 clusters Score -5523314 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5523524.500000 Penalty: 3517.984131
	Iteration 27Q: 3 clusters Score -5523524 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5523714.500000 Penalty: 3517.984131
	Iteration 28Q: 3 clusters Score -5523714 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5523869.500000 Penalty: 3517.984131
	Iteration 29Q: 3 clusters Score -5523870 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5523990.000000 Penalty: 3517.984131
	Iteration 30Q: 3 clusters Score -5523990 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5524076.000000 Penalty: 3517.984131
	Iteration 31Q: 3 clusters Score -5524076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5524160.000000 Penalty: 3517.984131
	Iteration 32Q: 3 clusters Score -5524160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5524224.500000 Penalty: 3517.984131
	Iteration 33Q: 3 clusters Score -5524224 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5524276.500000 Penalty: 3517.984131
	Iteration 34Q: 3 clusters Score -5524276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5524311.000000 Penalty: 3517.984131
	Iteration 35Q: 3 clusters Score -5524311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5524330.000000 Penalty: 3517.984131
	Iteration 36Q: 3 clusters Score -5524330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5524362.500000 Penalty: 3517.984131
	Iteration 37Q: 3 clusters Score -5524362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5524381.500000 Penalty: 3517.984131
	Iteration 38Q: 3 clusters Score -5524382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5524401.500000 Penalty: 3517.984131
	Iteration 39Q: 3 clusters Score -5524402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5524411.000000 Penalty: 3517.984131
	Iteration 40F: 3 clusters Score -5524411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5524422.500000 Penalty: 3517.984131
	Iteration 41Q: 3 clusters Score -5524422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5524426.500000 Penalty: 3517.984131
	Iteration 42Q: 3 clusters Score -5524426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5524431.500000 Penalty: 3517.984131
	Iteration 43Q: 3 clusters Score -5524432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5524431.000000 Penalty: 3517.984131
	Iteration 44Q: 3 clusters Score -5524431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5524433.500000 Penalty: 3517.984131
	Iteration 45Q: 3 clusters Score -5524434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5524436.500000 Penalty: 3517.984131
	Iteration 46Q: 3 clusters Score -5524436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5524436.500000 Penalty: 3517.984131
	Iteration 47Q: 3 clusters Score -5524436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5524439.000000 Penalty: 3517.984131
	Iteration 48Q: 3 clusters Score -5524439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5524440.500000 Penalty: 3517.984131
	Iteration 49Q: 3 clusters Score -5524440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5524447.500000 Penalty: 3517.984131
	Iteration 50Q: 3 clusters Score -5524448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5524452.500000 Penalty: 3517.984131
	Iteration 51Q: 3 clusters Score -5524452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5524459.000000 Penalty: 3517.984131
	Iteration 52Q: 3 clusters Score -5524459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5524457.500000 Penalty: 3517.984131
	Iteration 53Q: 3 clusters Score -5524458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5524457.000000 Penalty: 3517.984131
	Iteration 54Q: 3 clusters Score -5524457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5524457.500000 Penalty: 3517.984131
	Iteration 55Q: 3 clusters Score -5524458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5524460.500000 Penalty: 3517.984131
	Iteration 56Q: 3 clusters Score -5524460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5524460.500000 Penalty: 3517.984131
	Iteration 57Q: 3 clusters Score -5524460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5524463.000000 Penalty: 3517.984131
	Iteration 58Q: 3 clusters Score -5524463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5524463.000000 Penalty: 3517.984131
	Iteration 59F: 3 clusters Score -5524463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Entering Unmasked Estep 
Score: -13864993.000000 Penalty: 1909.266479
	Iteration 0F: 2 clusters Score -1.386499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -13780756.000000 Penalty: 3818.532959
	Iteration 0F: 3 clusters Score -1.378076e+07 nChanged 60801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -13816593.000000 Penalty: 3818.532959
	Iteration 1F: 3 clusters Score -1.381659e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -13817679.000000 Penalty: 3818.532959
	Iteration 2Q: 3 clusters Score -1.381768e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -13819247.000000 Penalty: 3818.532959
	Iteration 3Q: 3 clusters Score -1.381925e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -13821601.000000 Penalty: 3818.532959
	Iteration 4Q: 3 clusters Score -1.38216e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -13824832.000000 Penalty: 3818.532959
	Iteration 5F: 3 clusters Score -1.382483e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -13829025.000000 Penalty: 3818.532959
	Iteration 6F: 3 clusters Score -1.382902e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -13834367.000000 Penalty: 3818.532959
	Iteration 7F: 3 clusters Score -1.383437e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -13840331.000000 Penalty: 3818.532959
	Iteration 8F: 3 clusters Score -1.384033e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -13846702.000000 Penalty: 3818.532959
	Iteration 9F: 3 clusters Score -1.38467e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -13852340.000000 Penalty: 3818.532959
	Iteration 10Q: 3 clusters Score -1.385234e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -13856400.000000 Penalty: 3818.532959
	Iteration 11Q: 3 clusters Score -1.38564e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -13859050.000000 Penalty: 3818.532959
	Iteration 12Q: 3 clusters Score -1.385905e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 119094 members 
Entering Unmasked Estep 
Score: -13860506.000000 Penalty: 3818.532959
	Iteration 13Q: 3 clusters Score -1.386051e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -13861448.000000 Penalty: 3818.532959
	Iteration 14Q: 3 clusters Score -1.386145e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -13862035.000000 Penalty: 3818.532959
	Iteration 15Q: 3 clusters Score -1.386204e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -13862486.000000 Penalty: 3818.532959
	Iteration 16Q: 3 clusters Score -1.386249e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -13862770.000000 Penalty: 3818.532959
	Iteration 17Q: 3 clusters Score -1.386277e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -13863005.000000 Penalty: 3818.532959
	Iteration 18Q: 3 clusters Score -1.3863e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -13863221.000000 Penalty: 3818.532959
	Iteration 19Q: 3 clusters Score -1.386322e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -13863356.000000 Penalty: 3818.532959
	Iteration 20F: 3 clusters Score -1.386336e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -13863440.000000 Penalty: 3818.532959
	Iteration 21Q: 3 clusters Score -1.386344e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -13863502.000000 Penalty: 3818.532959
	Iteration 22Q: 3 clusters Score -1.38635e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 123368 members 
Entering Unmasked Estep 
Score: -13863605.000000 Penalty: 3818.532959
	Iteration 23Q: 3 clusters Score -1.38636e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -13863654.000000 Penalty: 3818.532959
	Iteration 24Q: 3 clusters Score -1.386365e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -13863671.000000 Penalty: 3818.532959
	Iteration 25Q: 3 clusters Score -1.386367e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 123629 members 
Entering Unmasked Estep 
Score: -13863679.000000 Penalty: 3818.532959
	Iteration 26Q: 3 clusters Score -1.386368e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -13863686.000000 Penalty: 3818.532959
	Iteration 27Q: 3 clusters Score -1.386369e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 123761 members 
Entering Unmasked Estep 
Score: -13863692.000000 Penalty: 3818.532959
	Iteration 28Q: 3 clusters Score -1.386369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -13863718.000000 Penalty: 3818.532959
	Iteration 29Q: 3 clusters Score -1.386372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -13863714.000000 Penalty: 3818.532959
	Iteration 30Q: 3 clusters Score -1.386371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 123901 members 
Entering Unmasked Estep 
Score: -13863720.000000 Penalty: 3818.532959
	Iteration 31Q: 3 clusters Score -1.386372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -13863723.000000 Penalty: 3818.532959
	Iteration 32Q: 3 clusters Score -1.386372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 123983 members 
Entering Unmasked Estep 
Score: -13863742.000000 Penalty: 3818.532959
	Iteration 33Q: 3 clusters Score -1.386374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -13863748.000000 Penalty: 3818.532959
	Iteration 34Q: 3 clusters Score -1.386375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -13863749.000000 Penalty: 3818.532959
	Iteration 35Q: 3 clusters Score -1.386375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -13863771.000000 Penalty: 3818.532959
	Iteration 36Q: 3 clusters Score -1.386377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -13863766.000000 Penalty: 3818.532959
	Iteration 37Q: 3 clusters Score -1.386377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 124148 members 
Entering Unmasked Estep 
Score: -13863783.000000 Penalty: 3818.532959
	Iteration 38Q: 3 clusters Score -1.386378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -13863797.000000 Penalty: 3818.532959
	Iteration 39Q: 3 clusters Score -1.38638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -13863793.000000 Penalty: 3818.532959
	Iteration 40F: 3 clusters Score -1.386379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 124205 members 
Entering Unmasked Estep 
Score: -13863792.000000 Penalty: 3818.532959
	Iteration 41Q: 3 clusters Score -1.386379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 124217 members 
Entering Unmasked Estep 
Score: -13863804.000000 Penalty: 3818.532959
	Iteration 42Q: 3 clusters Score -1.38638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -13863793.000000 Penalty: 3818.532959
	Iteration 43Q: 3 clusters Score -1.386379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 124240 members 
Entering Unmasked Estep 
Score: -13863799.000000 Penalty: 3818.532959
	Iteration 44Q: 3 clusters Score -1.38638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -13863800.000000 Penalty: 3818.532959
	Iteration 45Q: 3 clusters Score -1.38638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -13863798.000000 Penalty: 3818.532959
	Iteration 46Q: 3 clusters Score -1.38638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 124276 members 
Entering Unmasked Estep 
Score: -13863800.000000 Penalty: 3818.532959
	Iteration 47Q: 3 clusters Score -1.38638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 124288 members 
Entering Unmasked Estep 
Score: -13863795.000000 Penalty: 3818.532959
	Iteration 48Q: 3 clusters Score -1.38638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -13863806.000000 Penalty: 3818.532959
	Iteration 49Q: 3 clusters Score -1.386381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -13863793.000000 Penalty: 3818.532959
	Iteration 50Q: 3 clusters Score -1.386379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 124317 members 
Entering Unmasked Estep 
Score: -13863810.000000 Penalty: 3818.532959
	Iteration 51Q: 3 clusters Score -1.386381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -13863805.000000 Penalty: 3818.532959
	Iteration 52Q: 3 clusters Score -1.38638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -13863803.000000 Penalty: 3818.532959
	Iteration 53Q: 3 clusters Score -1.38638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -13863808.000000 Penalty: 3818.532959
	Iteration 54Q: 3 clusters Score -1.386381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -13863812.000000 Penalty: 3818.532959
	Iteration 55Q: 3 clusters Score -1.386381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -13863808.000000 Penalty: 3818.532959
	Iteration 56Q: 3 clusters Score -1.386381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 124336 members 
Entering Unmasked Estep 
Score: -13863807.000000 Penalty: 3818.532959
	Iteration 57Q: 3 clusters Score -1.386381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -13863805.000000 Penalty: 3818.532959
	Iteration 58Q: 3 clusters Score -1.38638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -13863813.000000 Penalty: 3818.532959
	Iteration 59Q: 3 clusters Score -1.386381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -13863812.000000 Penalty: 3818.532959
	Iteration 60F: 3 clusters Score -1.386381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159436 members 
Entering Unmasked Estep 
Score: -17262432.000000 Penalty: 1946.652100
	Iteration 0F: 2 clusters Score -1.726243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -17157988.000000 Penalty: 3893.304199
	Iteration 0F: 3 clusters Score -1.715799e+07 nChanged 77035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -17204036.000000 Penalty: 3893.304199
	Iteration 1F: 3 clusters Score -1.720404e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -17205442.000000 Penalty: 3893.304199
	Iteration 2Q: 3 clusters Score -1.720544e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -17207558.000000 Penalty: 3893.304199
	Iteration 3Q: 3 clusters Score -1.720756e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -17210606.000000 Penalty: 3893.304199
	Iteration 4Q: 3 clusters Score -1.721061e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -17215074.000000 Penalty: 3893.304199
	Iteration 5Q: 3 clusters Score -1.721507e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -17221538.000000 Penalty: 3893.304199
	Iteration 6F: 3 clusters Score -1.722154e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -17229434.000000 Penalty: 3893.304199
	Iteration 7F: 3 clusters Score -1.722943e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -17237388.000000 Penalty: 3893.304199
	Iteration 8F: 3 clusters Score -1.723739e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113375 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -17243728.000000 Penalty: 3893.304199
	Iteration 9F: 3 clusters Score -1.724373e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -17248424.000000 Penalty: 3893.304199
	Iteration 10Q: 3 clusters Score -1.724842e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -17251378.000000 Penalty: 3893.304199
	Iteration 11Q: 3 clusters Score -1.725138e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122917 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -17253140.000000 Penalty: 3893.304199
	Iteration 12Q: 3 clusters Score -1.725314e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -17254410.000000 Penalty: 3893.304199
	Iteration 13Q: 3 clusters Score -1.725441e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -17255232.000000 Penalty: 3893.304199
	Iteration 14Q: 3 clusters Score -1.725523e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -17255962.000000 Penalty: 3893.304199
	Iteration 15Q: 3 clusters Score -1.725596e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131204 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -17256560.000000 Penalty: 3893.304199
	Iteration 16Q: 3 clusters Score -1.725656e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -17257150.000000 Penalty: 3893.304199
	Iteration 17Q: 3 clusters Score -1.725715e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134706 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -17257622.000000 Penalty: 3893.304199
	Iteration 18Q: 3 clusters Score -1.725762e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136406 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -17258044.000000 Penalty: 3893.304199
	Iteration 19Q: 3 clusters Score -1.725804e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138089 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -17258530.000000 Penalty: 3893.304199
	Iteration 20F: 3 clusters Score -1.725853e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -17258972.000000 Penalty: 3893.304199
	Iteration 21Q: 3 clusters Score -1.725897e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -17259276.000000 Penalty: 3893.304199
	Iteration 22Q: 3 clusters Score -1.725928e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -17259582.000000 Penalty: 3893.304199
	Iteration 23Q: 3 clusters Score -1.725958e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143917 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -17259886.000000 Penalty: 3893.304199
	Iteration 24Q: 3 clusters Score -1.725989e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145177 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -17260062.000000 Penalty: 3893.304199
	Iteration 25Q: 3 clusters Score -1.726006e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -17260276.000000 Penalty: 3893.304199
	Iteration 26Q: 3 clusters Score -1.726028e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147467 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -17260434.000000 Penalty: 3893.304199
	Iteration 27Q: 3 clusters Score -1.726043e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148519 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -17260590.000000 Penalty: 3893.304199
	Iteration 28Q: 3 clusters Score -1.726059e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -17260734.000000 Penalty: 3893.304199
	Iteration 29Q: 3 clusters Score -1.726073e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -17260818.000000 Penalty: 3893.304199
	Iteration 30Q: 3 clusters Score -1.726082e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -17260860.000000 Penalty: 3893.304199
	Iteration 31Q: 3 clusters Score -1.726086e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -17260968.000000 Penalty: 3893.304199
	Iteration 32Q: 3 clusters Score -1.726097e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -17260948.000000 Penalty: 3893.304199
	Iteration 33Q: 3 clusters Score -1.726095e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -17261028.000000 Penalty: 3893.304199
	Iteration 34Q: 3 clusters Score -1.726103e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -17261086.000000 Penalty: 3893.304199
	Iteration 35Q: 3 clusters Score -1.726109e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153663 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -17261070.000000 Penalty: 3893.304199
	Iteration 36Q: 3 clusters Score -1.726107e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -17261096.000000 Penalty: 3893.304199
	Iteration 37Q: 3 clusters Score -1.72611e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -17261130.000000 Penalty: 3893.304199
	Iteration 38Q: 3 clusters Score -1.726113e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -17261168.000000 Penalty: 3893.304199
	Iteration 39Q: 3 clusters Score -1.726117e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -17261174.000000 Penalty: 3893.304199
	Iteration 40F: 3 clusters Score -1.726117e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -17261208.000000 Penalty: 3893.304199
	Iteration 41Q: 3 clusters Score -1.726121e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -17261220.000000 Penalty: 3893.304199
	Iteration 42Q: 3 clusters Score -1.726122e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -17261228.000000 Penalty: 3893.304199
	Iteration 43Q: 3 clusters Score -1.726123e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155742 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -17261236.000000 Penalty: 3893.304199
	Iteration 44Q: 3 clusters Score -1.726124e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -17261256.000000 Penalty: 3893.304199
	Iteration 45Q: 3 clusters Score -1.726126e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17261270.000000 Penalty: 3893.304199
	Iteration 46Q: 3 clusters Score -1.726127e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -17261274.000000 Penalty: 3893.304199
	Iteration 47Q: 3 clusters Score -1.726127e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -17261282.000000 Penalty: 3893.304199
	Iteration 48Q: 3 clusters Score -1.726128e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -17261290.000000 Penalty: 3893.304199
	Iteration 49Q: 3 clusters Score -1.726129e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17261258.000000 Penalty: 3893.304199
	Iteration 50Q: 3 clusters Score -1.726126e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17261304.000000 Penalty: 3893.304199
	Iteration 51Q: 3 clusters Score -1.72613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -17261302.000000 Penalty: 3893.304199
	Iteration 52Q: 3 clusters Score -1.72613e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -17261310.000000 Penalty: 3893.304199
	Iteration 53Q: 3 clusters Score -1.726131e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -17261308.000000 Penalty: 3893.304199
	Iteration 54Q: 3 clusters Score -1.726131e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156687 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17261314.000000 Penalty: 3893.304199
	Iteration 55Q: 3 clusters Score -1.726131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156740 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -17261338.000000 Penalty: 3893.304199
	Iteration 56Q: 3 clusters Score -1.726134e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156790 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -17261340.000000 Penalty: 3893.304199
	Iteration 57Q: 3 clusters Score -1.726134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -17261318.000000 Penalty: 3893.304199
	Iteration 58Q: 3 clusters Score -1.726132e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -17261350.000000 Penalty: 3893.304199
	Iteration 59Q: 3 clusters Score -1.726135e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -17261338.000000 Penalty: 3893.304199
	Iteration 60F: 3 clusters Score -1.726134e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17261342.000000 Penalty: 3893.304199
	Iteration 61Q: 3 clusters Score -1.726134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3893.304199
	Iteration 62Q: 3 clusters Score -1.726135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -17261354.000000 Penalty: 3893.304199
	Iteration 63Q: 3 clusters Score -1.726135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -17261330.000000 Penalty: 3893.304199
	Iteration 64Q: 3 clusters Score -1.726133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -17261328.000000 Penalty: 3893.304199
	Iteration 65Q: 3 clusters Score -1.726133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -17261330.000000 Penalty: 3893.304199
	Iteration 66Q: 3 clusters Score -1.726133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -17261344.000000 Penalty: 3893.304199
	Iteration 67Q: 3 clusters Score -1.726134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -17261322.000000 Penalty: 3893.304199
	Iteration 68Q: 3 clusters Score -1.726132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -17261312.000000 Penalty: 3893.304199
	Iteration 69Q: 3 clusters Score -1.726131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -17261322.000000 Penalty: 3893.304199
	Iteration 70Q: 3 clusters Score -1.726132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -17261326.000000 Penalty: 3893.304199
	Iteration 71Q: 3 clusters Score -1.726133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17261312.000000 Penalty: 3893.304199
	Iteration 72Q: 3 clusters Score -1.726131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -17261318.000000 Penalty: 3893.304199
	Iteration 73Q: 3 clusters Score -1.726132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3893.304199
	Iteration 74Q: 3 clusters Score -1.726135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -17261338.000000 Penalty: 3893.304199
	Iteration 75Q: 3 clusters Score -1.726134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17261356.000000 Penalty: 3893.304199
	Iteration 76Q: 3 clusters Score -1.726136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17261354.000000 Penalty: 3893.304199
	Iteration 77Q: 3 clusters Score -1.726135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17261350.000000 Penalty: 3893.304199
	Iteration 78Q: 3 clusters Score -1.726135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3893.304199
	Iteration 79Q: 3 clusters Score -1.726135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -17261344.000000 Penalty: 3893.304199
	Iteration 80F: 3 clusters Score -1.726134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17261348.000000 Penalty: 3893.304199
	Iteration 81Q: 3 clusters Score -1.726135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -17261334.000000 Penalty: 3893.304199
	Iteration 82Q: 3 clusters Score -1.726133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17261358.000000 Penalty: 3893.304199
	Iteration 83Q: 3 clusters Score -1.726136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17261356.000000 Penalty: 3893.304199
	Iteration 84Q: 3 clusters Score -1.726136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17261388.000000 Penalty: 3893.304199
	Iteration 85Q: 3 clusters Score -1.726139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17261386.000000 Penalty: 3893.304199
	Iteration 86Q: 3 clusters Score -1.726139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157454 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -17261362.000000 Penalty: 3893.304199
	Iteration 87Q: 3 clusters Score -1.726136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -17261368.000000 Penalty: 3893.304199
	Iteration 88Q: 3 clusters Score -1.726137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -17261372.000000 Penalty: 3893.304199
	Iteration 89Q: 3 clusters Score -1.726137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -17261362.000000 Penalty: 3893.304199
	Iteration 90Q: 3 clusters Score -1.726136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157547 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17261354.000000 Penalty: 3893.304199
	Iteration 91Q: 3 clusters Score -1.726135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157564 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3893.304199
	Iteration 92Q: 3 clusters Score -1.726135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157582 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3893.304199
	Iteration 93Q: 3 clusters Score -1.726135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -17261354.000000 Penalty: 3893.304199
	Iteration 94Q: 3 clusters Score -1.726135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157599 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3893.304199
	Iteration 95Q: 3 clusters Score -1.726135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -17261354.000000 Penalty: 3893.304199
	Iteration 96Q: 3 clusters Score -1.726135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -17261362.000000 Penalty: 3893.304199
	Iteration 97Q: 3 clusters Score -1.726136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157624 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17261366.000000 Penalty: 3893.304199
	Iteration 98Q: 3 clusters Score -1.726137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -17261364.000000 Penalty: 3893.304199
	Iteration 99Q: 3 clusters Score -1.726136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -17261370.000000 Penalty: 3893.304199
	Iteration 100F: 3 clusters Score -1.726137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -17261364.000000 Penalty: 3893.304199
	Iteration 101Q: 3 clusters Score -1.726136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157651 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17261368.000000 Penalty: 3893.304199
	Iteration 102Q: 3 clusters Score -1.726137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157656 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -17261368.000000 Penalty: 3893.304199
	Iteration 103Q: 3 clusters Score -1.726137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -17261372.000000 Penalty: 3893.304199
	Iteration 104Q: 3 clusters Score -1.726137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -17261368.000000 Penalty: 3893.304199
	Iteration 105Q: 3 clusters Score -1.726137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -17261378.000000 Penalty: 3893.304199
	Iteration 106Q: 3 clusters Score -1.726138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17261372.000000 Penalty: 3893.304199
	Iteration 107Q: 3 clusters Score -1.726137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17261372.000000 Penalty: 3893.304199
	Iteration 108Q: 3 clusters Score -1.726137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17261382.000000 Penalty: 3893.304199
	Iteration 109Q: 3 clusters Score -1.726138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157676 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17261372.000000 Penalty: 3893.304199
	Iteration 110Q: 3 clusters Score -1.726137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157676 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17261372.000000 Penalty: 3893.304199
	Iteration 111F: 3 clusters Score -1.726137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -386959.125000 Penalty: 1329.665894
	Iteration 0F: 2 clusters Score -386959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -383849.031250 Penalty: 2659.331787
	Iteration 0F: 3 clusters Score -383849 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -384716.687500 Penalty: 2659.331787
	Iteration 1F: 3 clusters Score -384716.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -384875.406250 Penalty: 2659.331787
	Iteration 2F: 3 clusters Score -384875.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -384998.000000 Penalty: 2659.331787
	Iteration 3F: 3 clusters Score -384998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -385093.156250 Penalty: 2659.331787
	Iteration 4Q: 3 clusters Score -385093.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -385188.125000 Penalty: 2659.331787
	Iteration 5Q: 3 clusters Score -385188.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -385267.500000 Penalty: 2659.331787
	Iteration 6Q: 3 clusters Score -385267.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -385334.625000 Penalty: 2659.331787
	Iteration 7Q: 3 clusters Score -385334.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -385386.906250 Penalty: 2659.331787
	Iteration 8Q: 3 clusters Score -385386.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -385434.125000 Penalty: 2659.331787
	Iteration 9Q: 3 clusters Score -385434.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -385483.968750 Penalty: 2659.331787
	Iteration 10Q: 3 clusters Score -385484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -385530.843750 Penalty: 2659.331787
	Iteration 11Q: 3 clusters Score -385530.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -385565.656250 Penalty: 2659.331787
	Iteration 12Q: 3 clusters Score -385565.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -385594.031250 Penalty: 2659.331787
	Iteration 13Q: 3 clusters Score -385594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -385619.218750 Penalty: 2659.331787
	Iteration 14Q: 3 clusters Score -385619.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -385655.906250 Penalty: 2659.331787
	Iteration 15Q: 3 clusters Score -385655.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -385681.843750 Penalty: 2659.331787
	Iteration 16Q: 3 clusters Score -385681.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -385706.281250 Penalty: 2659.331787
	Iteration 17Q: 3 clusters Score -385706.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -385729.156250 Penalty: 2659.331787
	Iteration 18Q: 3 clusters Score -385729.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -385752.500000 Penalty: 2659.331787
	Iteration 19Q: 3 clusters Score -385752.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -385769.843750 Penalty: 2659.331787
	Iteration 20F: 3 clusters Score -385769.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -385785.718750 Penalty: 2659.331787
	Iteration 21Q: 3 clusters Score -385785.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -385800.531250 Penalty: 2659.331787
	Iteration 22Q: 3 clusters Score -385800.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -385820.000000 Penalty: 2659.331787
	Iteration 23Q: 3 clusters Score -385820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -385834.031250 Penalty: 2659.331787
	Iteration 24Q: 3 clusters Score -385834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -385853.093750 Penalty: 2659.331787
	Iteration 25Q: 3 clusters Score -385853.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -385864.562500 Penalty: 2659.331787
	Iteration 26Q: 3 clusters Score -385864.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -385880.906250 Penalty: 2659.331787
	Iteration 27Q: 3 clusters Score -385880.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -385894.156250 Penalty: 2659.331787
	Iteration 28Q: 3 clusters Score -385894.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -385904.843750 Penalty: 2659.331787
	Iteration 29Q: 3 clusters Score -385904.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -385914.468750 Penalty: 2659.331787
	Iteration 30Q: 3 clusters Score -385914.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -385921.093750 Penalty: 2659.331787
	Iteration 31Q: 3 clusters Score -385921.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -385927.187500 Penalty: 2659.331787
	Iteration 32Q: 3 clusters Score -385927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -385937.531250 Penalty: 2659.331787
	Iteration 33Q: 3 clusters Score -385937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -385946.437500 Penalty: 2659.331787
	Iteration 34Q: 3 clusters Score -385946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -385954.843750 Penalty: 2659.331787
	Iteration 35Q: 3 clusters Score -385954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -385960.718750 Penalty: 2659.331787
	Iteration 36Q: 3 clusters Score -385960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -385969.468750 Penalty: 2659.331787
	Iteration 37Q: 3 clusters Score -385969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -385979.406250 Penalty: 2659.331787
	Iteration 38Q: 3 clusters Score -385979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -385988.343750 Penalty: 2659.331787
	Iteration 39Q: 3 clusters Score -385988.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -385998.718750 Penalty: 2659.331787
	Iteration 40F: 3 clusters Score -385998.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -386006.375000 Penalty: 2659.331787
	Iteration 41Q: 3 clusters Score -386006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -386011.718750 Penalty: 2659.331787
	Iteration 42Q: 3 clusters Score -386011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -386013.312500 Penalty: 2659.331787
	Iteration 43Q: 3 clusters Score -386013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -386015.281250 Penalty: 2659.331787
	Iteration 44Q: 3 clusters Score -386015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -386016.375000 Penalty: 2659.331787
	Iteration 45Q: 3 clusters Score -386016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -386019.218750 Penalty: 2659.331787
	Iteration 46Q: 3 clusters Score -386019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -386021.812500 Penalty: 2659.331787
	Iteration 47Q: 3 clusters Score -386021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -386022.781250 Penalty: 2659.331787
	Iteration 48Q: 3 clusters Score -386022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -386023.968750 Penalty: 2659.331787
	Iteration 49Q: 3 clusters Score -386024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -386027.406250 Penalty: 2659.331787
	Iteration 50Q: 3 clusters Score -386027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -386028.437500 Penalty: 2659.331787
	Iteration 51Q: 3 clusters Score -386028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -386028.437500 Penalty: 2659.331787
	Iteration 52F: 3 clusters Score -386028.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Entering Unmasked Estep 
Score: -2033983.125000 Penalty: 1595.378174
	Iteration 0F: 2 clusters Score -2033983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2021473.125000 Penalty: 3190.756348
	Iteration 0F: 3 clusters Score -2021473 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2025814.000000 Penalty: 3190.756348
	Iteration 1F: 3 clusters Score -2025814 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2026016.750000 Penalty: 3190.756348
	Iteration 2Q: 3 clusters Score -2026017 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2026177.250000 Penalty: 3190.756348
	Iteration 3Q: 3 clusters Score -2026177 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2026308.125000 Penalty: 3190.756348
	Iteration 4Q: 3 clusters Score -2026308 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2026430.500000 Penalty: 3190.756348
	Iteration 5Q: 3 clusters Score -2026430 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2026560.250000 Penalty: 3190.756348
	Iteration 6Q: 3 clusters Score -2026560 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2026720.750000 Penalty: 3190.756348
	Iteration 7Q: 3 clusters Score -2026721 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2026961.625000 Penalty: 3190.756348
	Iteration 8Q: 3 clusters Score -2026962 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2027336.500000 Penalty: 3190.756348
	Iteration 9Q: 3 clusters Score -2027336 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2027938.000000 Penalty: 3190.756348
	Iteration 10F: 3 clusters Score -2027938 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2028810.625000 Penalty: 3190.756348
	Iteration 11F: 3 clusters Score -2028811 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2029824.000000 Penalty: 3190.756348
	Iteration 12F: 3 clusters Score -2029824 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2030836.250000 Penalty: 3190.756348
	Iteration 13F: 3 clusters Score -2030836 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2031560.000000 Penalty: 3190.756348
	Iteration 14Q: 3 clusters Score -2031560 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2031987.125000 Penalty: 3190.756348
	Iteration 15Q: 3 clusters Score -2031987 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2032241.000000 Penalty: 3190.756348
	Iteration 16Q: 3 clusters Score -2032241 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2032389.875000 Penalty: 3190.756348
	Iteration 17Q: 3 clusters Score -2032390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2032478.875000 Penalty: 3190.756348
	Iteration 18Q: 3 clusters Score -2032479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2032514.750000 Penalty: 3190.756348
	Iteration 19Q: 3 clusters Score -2032515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2032533.625000 Penalty: 3190.756348
	Iteration 20F: 3 clusters Score -2032534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2032548.125000 Penalty: 3190.756348
	Iteration 21Q: 3 clusters Score -2032548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2032552.875000 Penalty: 3190.756348
	Iteration 22Q: 3 clusters Score -2032553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2032556.500000 Penalty: 3190.756348
	Iteration 23Q: 3 clusters Score -2032556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2032561.000000 Penalty: 3190.756348
	Iteration 24Q: 3 clusters Score -2032561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2032560.875000 Penalty: 3190.756348
	Iteration 25Q: 3 clusters Score -2032561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2032560.875000 Penalty: 3190.756348
	Iteration 26F: 3 clusters Score -2032561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Entering Unmasked Estep 
Score: -5222409.500000 Penalty: 1757.640869
	Iteration 0F: 2 clusters Score -5222410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -5188985.000000 Penalty: 3515.281738
	Iteration 0F: 3 clusters Score -5188985 nChanged 23411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5202154.500000 Penalty: 3515.281738
	Iteration 1F: 3 clusters Score -5202154 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5202530.000000 Penalty: 3515.281738
	Iteration 2Q: 3 clusters Score -5202530 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -5203004.500000 Penalty: 3515.281738
	Iteration 3Q: 3 clusters Score -5203004 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -5203552.000000 Penalty: 3515.281738
	Iteration 4Q: 3 clusters Score -5203552 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -5204237.000000 Penalty: 3515.281738
	Iteration 5Q: 3 clusters Score -5204237 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5205430.000000 Penalty: 3515.281738
	Iteration 6Q: 3 clusters Score -5205430 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -5207293.500000 Penalty: 3515.281738
	Iteration 7F: 3 clusters Score -5207294 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5210260.000000 Penalty: 3515.281738
	Iteration 8F: 3 clusters Score -5210260 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5213844.000000 Penalty: 3515.281738
	Iteration 9F: 3 clusters Score -5213844 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5217133.000000 Penalty: 3515.281738
	Iteration 10F: 3 clusters Score -5217133 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5219278.500000 Penalty: 3515.281738
	Iteration 11Q: 3 clusters Score -5219278 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5220363.000000 Penalty: 3515.281738
	Iteration 12Q: 3 clusters Score -5220363 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5220861.000000 Penalty: 3515.281738
	Iteration 13Q: 3 clusters Score -5220861 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5221124.500000 Penalty: 3515.281738
	Iteration 14Q: 3 clusters Score -5221124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5221284.500000 Penalty: 3515.281738
	Iteration 15Q: 3 clusters Score -5221284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5221368.500000 Penalty: 3515.281738
	Iteration 16Q: 3 clusters Score -5221368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5221412.500000 Penalty: 3515.281738
	Iteration 17Q: 3 clusters Score -5221412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5221443.500000 Penalty: 3515.281738
	Iteration 18Q: 3 clusters Score -5221444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5221468.000000 Penalty: 3515.281738
	Iteration 19Q: 3 clusters Score -5221468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5221497.000000 Penalty: 3515.281738
	Iteration 20F: 3 clusters Score -5221497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5221517.500000 Penalty: 3515.281738
	Iteration 21Q: 3 clusters Score -5221518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5221536.000000 Penalty: 3515.281738
	Iteration 22Q: 3 clusters Score -5221536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5221542.000000 Penalty: 3515.281738
	Iteration 23Q: 3 clusters Score -5221542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5221557.500000 Penalty: 3515.281738
	Iteration 24Q: 3 clusters Score -5221558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5221572.000000 Penalty: 3515.281738
	Iteration 25Q: 3 clusters Score -5221572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5221579.500000 Penalty: 3515.281738
	Iteration 26Q: 3 clusters Score -5221580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5221580.500000 Penalty: 3515.281738
	Iteration 27Q: 3 clusters Score -5221580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5221580.500000 Penalty: 3515.281738
	Iteration 28F: 3 clusters Score -5221580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -264120.718750 Penalty: 1272.637817
	Iteration 0F: 2 clusters Score -264120.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -261733.109375 Penalty: 2545.275635
	Iteration 0F: 3 clusters Score -261733.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -262246.156250 Penalty: 2545.275635
	Iteration 1F: 3 clusters Score -262246.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -262325.312500 Penalty: 2545.275635
	Iteration 2F: 3 clusters Score -262325.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -262384.000000 Penalty: 2545.275635
	Iteration 3Q: 3 clusters Score -262384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -262422.375000 Penalty: 2545.275635
	Iteration 4Q: 3 clusters Score -262422.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -262448.718750 Penalty: 2545.275635
	Iteration 5Q: 3 clusters Score -262448.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -262465.218750 Penalty: 2545.275635
	Iteration 6Q: 3 clusters Score -262465.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -262483.343750 Penalty: 2545.275635
	Iteration 7Q: 3 clusters Score -262483.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -262492.781250 Penalty: 2545.275635
	Iteration 8Q: 3 clusters Score -262492.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262503.187500 Penalty: 2545.275635
	Iteration 9Q: 3 clusters Score -262503.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -262510.875000 Penalty: 2545.275635
	Iteration 10Q: 3 clusters Score -262510.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -262520.843750 Penalty: 2545.275635
	Iteration 11Q: 3 clusters Score -262520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -262528.687500 Penalty: 2545.275635
	Iteration 12Q: 3 clusters Score -262528.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -262534.093750 Penalty: 2545.275635
	Iteration 13Q: 3 clusters Score -262534.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -262539.875000 Penalty: 2545.275635
	Iteration 14Q: 3 clusters Score -262539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -262542.562500 Penalty: 2545.275635
	Iteration 15Q: 3 clusters Score -262542.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -262546.187500 Penalty: 2545.275635
	Iteration 16Q: 3 clusters Score -262546.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -262548.343750 Penalty: 2545.275635
	Iteration 17Q: 3 clusters Score -262548.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -262553.406250 Penalty: 2545.275635
	Iteration 18Q: 3 clusters Score -262553.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -262557.750000 Penalty: 2545.275635
	Iteration 19Q: 3 clusters Score -262557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -262561.375000 Penalty: 2545.275635
	Iteration 20F: 3 clusters Score -262561.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -262564.156250 Penalty: 2545.275635
	Iteration 21Q: 3 clusters Score -262564.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -262566.781250 Penalty: 2545.275635
	Iteration 22Q: 3 clusters Score -262566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262572.312500 Penalty: 2545.275635
	Iteration 23Q: 3 clusters Score -262572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -262575.687500 Penalty: 2545.275635
	Iteration 24Q: 3 clusters Score -262575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -262578.093750 Penalty: 2545.275635
	Iteration 25Q: 3 clusters Score -262578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -262580.281250 Penalty: 2545.275635
	Iteration 26Q: 3 clusters Score -262580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -262581.250000 Penalty: 2545.275635
	Iteration 27Q: 3 clusters Score -262581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -262582.343750 Penalty: 2545.275635
	Iteration 28Q: 3 clusters Score -262582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -262582.500000 Penalty: 2545.275635
	Iteration 29Q: 3 clusters Score -262582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -262583.031250 Penalty: 2545.275635
	Iteration 30Q: 3 clusters Score -262583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262583.812500 Penalty: 2545.275635
	Iteration 31Q: 3 clusters Score -262583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262583.812500 Penalty: 2545.275635
	Iteration 32F: 3 clusters Score -262583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Entering Unmasked Estep 
Score: -8260428.500000 Penalty: 1824.422363
	Iteration 0F: 2 clusters Score -8260428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8210576.000000 Penalty: 3648.844727
	Iteration 0F: 3 clusters Score -8210576 nChanged 35488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -8230723.000000 Penalty: 3648.844727
	Iteration 1F: 3 clusters Score -8230723 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -8231242.000000 Penalty: 3648.844727
	Iteration 2Q: 3 clusters Score -8231242 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -8231839.500000 Penalty: 3648.844727
	Iteration 3Q: 3 clusters Score -8231840 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -8232739.000000 Penalty: 3648.844727
	Iteration 4Q: 3 clusters Score -8232739 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8234045.500000 Penalty: 3648.844727
	Iteration 5Q: 3 clusters Score -8234046 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8236105.500000 Penalty: 3648.844727
	Iteration 6F: 3 clusters Score -8236106 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -8239386.500000 Penalty: 3648.844727
	Iteration 7F: 3 clusters Score -8239386 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -8243983.000000 Penalty: 3648.844727
	Iteration 8F: 3 clusters Score -8243983 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -8248783.000000 Penalty: 3648.844727
	Iteration 9F: 3 clusters Score -8248783 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -8252300.000000 Penalty: 3648.844727
	Iteration 10F: 3 clusters Score -8252300 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -8253971.500000 Penalty: 3648.844727
	Iteration 11Q: 3 clusters Score -8253972 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -8254945.500000 Penalty: 3648.844727
	Iteration 12Q: 3 clusters Score -8254946 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -8255661.000000 Penalty: 3648.844727
	Iteration 13Q: 3 clusters Score -8255661 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -8256130.000000 Penalty: 3648.844727
	Iteration 14Q: 3 clusters Score -8256130 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -8256568.000000 Penalty: 3648.844727
	Iteration 15Q: 3 clusters Score -8256568 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -8256913.000000 Penalty: 3648.844727
	Iteration 16Q: 3 clusters Score -8256913 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -8257303.500000 Penalty: 3648.844727
	Iteration 17Q: 3 clusters Score -8257304 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -8257578.000000 Penalty: 3648.844727
	Iteration 18Q: 3 clusters Score -8257578 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -8257828.000000 Penalty: 3648.844727
	Iteration 19Q: 3 clusters Score -8257828 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -8258048.000000 Penalty: 3648.844727
	Iteration 20F: 3 clusters Score -8258048 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -8258226.000000 Penalty: 3648.844727
	Iteration 21Q: 3 clusters Score -8258226 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -8258383.500000 Penalty: 3648.844727
	Iteration 22Q: 3 clusters Score -8258384 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -8258487.000000 Penalty: 3648.844727
	Iteration 23Q: 3 clusters Score -8258487 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -8258558.000000 Penalty: 3648.844727
	Iteration 24Q: 3 clusters Score -8258558 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -8258641.500000 Penalty: 3648.844727
	Iteration 25Q: 3 clusters Score -8258642 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -8258687.500000 Penalty: 3648.844727
	Iteration 26Q: 3 clusters Score -8258688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -8258712.000000 Penalty: 3648.844727
	Iteration 27Q: 3 clusters Score -8258712 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -8258802.000000 Penalty: 3648.844727
	Iteration 28Q: 3 clusters Score -8258802 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -8258854.500000 Penalty: 3648.844727
	Iteration 29Q: 3 clusters Score -8258854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -8258898.000000 Penalty: 3648.844727
	Iteration 30Q: 3 clusters Score -8258898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -8258918.000000 Penalty: 3648.844727
	Iteration 31Q: 3 clusters Score -8258918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -8258972.500000 Penalty: 3648.844727
	Iteration 32Q: 3 clusters Score -8258972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -8258996.000000 Penalty: 3648.844727
	Iteration 33Q: 3 clusters Score -8258996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -8259023.000000 Penalty: 3648.844727
	Iteration 34Q: 3 clusters Score -8259023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -8259058.000000 Penalty: 3648.844727
	Iteration 35Q: 3 clusters Score -8259058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -8259062.500000 Penalty: 3648.844727
	Iteration 36Q: 3 clusters Score -8259062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -8259060.000000 Penalty: 3648.844727
	Iteration 37Q: 3 clusters Score -8259060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -8259087.500000 Penalty: 3648.844727
	Iteration 38Q: 3 clusters Score -8259088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 73645 members 
Entering Unmasked Estep 
Score: -8259098.000000 Penalty: 3648.844727
	Iteration 39Q: 3 clusters Score -8259098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -8259098.500000 Penalty: 3648.844727
	Iteration 40F: 3 clusters Score -8259098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -8259104.500000 Penalty: 3648.844727
	Iteration 41Q: 3 clusters Score -8259104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -8259113.500000 Penalty: 3648.844727
	Iteration 42Q: 3 clusters Score -8259114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -8259115.500000 Penalty: 3648.844727
	Iteration 43Q: 3 clusters Score -8259116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -8259140.500000 Penalty: 3648.844727
	Iteration 44Q: 3 clusters Score -8259140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -8259141.500000 Penalty: 3648.844727
	Iteration 45Q: 3 clusters Score -8259142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -8259141.500000 Penalty: 3648.844727
	Iteration 46Q: 3 clusters Score -8259142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -8259149.000000 Penalty: 3648.844727
	Iteration 47Q: 3 clusters Score -8259149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -8259143.000000 Penalty: 3648.844727
	Iteration 48Q: 3 clusters Score -8259143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -8259147.000000 Penalty: 3648.844727
	Iteration 49Q: 3 clusters Score -8259147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -8259157.000000 Penalty: 3648.844727
	Iteration 50Q: 3 clusters Score -8259157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -8259155.000000 Penalty: 3648.844727
	Iteration 51Q: 3 clusters Score -8259155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -8259157.500000 Penalty: 3648.844727
	Iteration 52Q: 3 clusters Score -8259158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -8259159.000000 Penalty: 3648.844727
	Iteration 53Q: 3 clusters Score -8259159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -8259167.000000 Penalty: 3648.844727
	Iteration 54Q: 3 clusters Score -8259167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -8259168.000000 Penalty: 3648.844727
	Iteration 55Q: 3 clusters Score -8259168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -8259177.000000 Penalty: 3648.844727
	Iteration 56Q: 3 clusters Score -8259177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -8259177.000000 Penalty: 3648.844727
	Iteration 57Q: 3 clusters Score -8259177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -8259180.000000 Penalty: 3648.844727
	Iteration 58Q: 3 clusters Score -8259180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -8259193.500000 Penalty: 3648.844727
	Iteration 59Q: 3 clusters Score -8259194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -8259189.500000 Penalty: 3648.844727
	Iteration 60F: 3 clusters Score -8259190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -8259191.500000 Penalty: 3648.844727
	Iteration 61Q: 3 clusters Score -8259192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -8259196.500000 Penalty: 3648.844727
	Iteration 62Q: 3 clusters Score -8259196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -8259199.500000 Penalty: 3648.844727
	Iteration 63Q: 3 clusters Score -8259200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -8259199.000000 Penalty: 3648.844727
	Iteration 64Q: 3 clusters Score -8259199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -8259201.000000 Penalty: 3648.844727
	Iteration 65Q: 3 clusters Score -8259201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -8259201.000000 Penalty: 3648.844727
	Iteration 66F: 3 clusters Score -8259201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -298986.437500 Penalty: 1298.853516
	Iteration 0F: 2 clusters Score -298986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -296312.656250 Penalty: 2597.707031
	Iteration 0F: 3 clusters Score -296312.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -297051.156250 Penalty: 2597.707031
	Iteration 1F: 3 clusters Score -297051.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -297372.687500 Penalty: 2597.707031
	Iteration 2F: 3 clusters Score -297372.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -297662.718750 Penalty: 2597.707031
	Iteration 3F: 3 clusters Score -297662.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -297906.218750 Penalty: 2597.707031
	Iteration 4F: 3 clusters Score -297906.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -298045.781250 Penalty: 2597.707031
	Iteration 5F: 3 clusters Score -298045.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -298156.593750 Penalty: 2597.707031
	Iteration 6Q: 3 clusters Score -298156.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -298243.875000 Penalty: 2597.707031
	Iteration 7Q: 3 clusters Score -298243.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -298301.781250 Penalty: 2597.707031
	Iteration 8Q: 3 clusters Score -298301.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -298358.281250 Penalty: 2597.707031
	Iteration 9Q: 3 clusters Score -298358.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -298420.843750 Penalty: 2597.707031
	Iteration 10Q: 3 clusters Score -298420.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -298497.812500 Penalty: 2597.707031
	Iteration 11Q: 3 clusters Score -298497.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -298588.312500 Penalty: 2597.707031
	Iteration 12Q: 3 clusters Score -298588.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -298681.718750 Penalty: 2597.707031
	Iteration 13Q: 3 clusters Score -298681.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -298777.625000 Penalty: 2597.707031
	Iteration 14Q: 3 clusters Score -298777.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -298829.125000 Penalty: 2597.707031
	Iteration 15Q: 3 clusters Score -298829.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -298859.968750 Penalty: 2597.707031
	Iteration 16Q: 3 clusters Score -298860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -298879.500000 Penalty: 2597.707031
	Iteration 17Q: 3 clusters Score -298879.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -298889.781250 Penalty: 2597.707031
	Iteration 18Q: 3 clusters Score -298889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -298899.593750 Penalty: 2597.707031
	Iteration 19Q: 3 clusters Score -298899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -298905.781250 Penalty: 2597.707031
	Iteration 20F: 3 clusters Score -298905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -298910.468750 Penalty: 2597.707031
	Iteration 21Q: 3 clusters Score -298910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -298911.750000 Penalty: 2597.707031
	Iteration 22Q: 3 clusters Score -298911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -298912.625000 Penalty: 2597.707031
	Iteration 23Q: 3 clusters Score -298912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -298912.625000 Penalty: 2597.707031
	Iteration 24F: 3 clusters Score -298912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -164500.843750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -164500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162726.265625 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -162726.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -163060.453125 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -163060.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -163147.234375 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -163147.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163209.343750 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -163209.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -163246.890625 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -163246.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163288.906250 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -163288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163321.000000 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -163321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -163345.281250 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -163345.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163366.265625 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -163366.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -163380.000000 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -163380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -163393.875000 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -163393.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -163409.156250 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -163409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163416.500000 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -163416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163421.046875 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -163421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163424.968750 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -163425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -163429.125000 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -163429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -163432.343750 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -163432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -163435.562500 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -163435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -163438.031250 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -163438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -163440.906250 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -163440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -163447.593750 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -163447.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163453.312500 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -163453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -163456.578125 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -163456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163457.578125 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -163457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -163458.281250 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -163458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -163458.281250 Penalty: 2378.093994
	Iteration 25F: 3 clusters Score -163458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -591665.437500 Penalty: 1395.372192
	Iteration 0F: 2 clusters Score -591665.4 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 2692 members 
Entering Unmasked Estep 
Score: -587467.500000 Penalty: 2790.744385
	Iteration 0F: 3 clusters Score -587467.5 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -588600.625000 Penalty: 2790.744385
	Iteration 1F: 3 clusters Score -588600.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -588782.375000 Penalty: 2790.744385
	Iteration 2F: 3 clusters Score -588782.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -588899.875000 Penalty: 2790.744385
	Iteration 3F: 3 clusters Score -588899.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -588976.937500 Penalty: 2790.744385
	Iteration 4Q: 3 clusters Score -588976.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -589038.937500 Penalty: 2790.744385
	Iteration 5Q: 3 clusters Score -589038.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -589082.000000 Penalty: 2790.744385
	Iteration 6Q: 3 clusters Score -589082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -589113.187500 Penalty: 2790.744385
	Iteration 7Q: 3 clusters Score -589113.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -589136.750000 Penalty: 2790.744385
	Iteration 8Q: 3 clusters Score -589136.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -589150.125000 Penalty: 2790.744385
	Iteration 9Q: 3 clusters Score -589150.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -589166.437500 Penalty: 2790.744385
	Iteration 10Q: 3 clusters Score -589166.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -589177.812500 Penalty: 2790.744385
	Iteration 11Q: 3 clusters Score -589177.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -589189.812500 Penalty: 2790.744385
	Iteration 12Q: 3 clusters Score -589189.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -589203.062500 Penalty: 2790.744385
	Iteration 13Q: 3 clusters Score -589203.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -589214.500000 Penalty: 2790.744385
	Iteration 14Q: 3 clusters Score -589214.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -589224.875000 Penalty: 2790.744385
	Iteration 15Q: 3 clusters Score -589224.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -589234.375000 Penalty: 2790.744385
	Iteration 16Q: 3 clusters Score -589234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -589247.687500 Penalty: 2790.744385
	Iteration 17Q: 3 clusters Score -589247.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -589263.437500 Penalty: 2790.744385
	Iteration 18Q: 3 clusters Score -589263.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -589289.625000 Penalty: 2790.744385
	Iteration 19Q: 3 clusters Score -589289.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -589314.750000 Penalty: 2790.744385
	Iteration 20F: 3 clusters Score -589314.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -589339.687500 Penalty: 2790.744385
	Iteration 21Q: 3 clusters Score -589339.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -589370.812500 Penalty: 2790.744385
	Iteration 22Q: 3 clusters Score -589370.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -589413.375000 Penalty: 2790.744385
	Iteration 23Q: 3 clusters Score -589413.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -589462.312500 Penalty: 2790.744385
	Iteration 24Q: 3 clusters Score -589462.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -589519.812500 Penalty: 2790.744385
	Iteration 25Q: 3 clusters Score -589519.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -589576.687500 Penalty: 2790.744385
	Iteration 26Q: 3 clusters Score -589576.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -589628.750000 Penalty: 2790.744385
	Iteration 27Q: 3 clusters Score -589628.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589690.312500 Penalty: 2790.744385
	Iteration 28Q: 3 clusters Score -589690.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -589775.687500 Penalty: 2790.744385
	Iteration 29Q: 3 clusters Score -589775.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -589865.312500 Penalty: 2790.744385
	Iteration 30Q: 3 clusters Score -589865.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -589935.437500 Penalty: 2790.744385
	Iteration 31Q: 3 clusters Score -589935.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -589977.250000 Penalty: 2790.744385
	Iteration 32Q: 3 clusters Score -589977.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -590010.062500 Penalty: 2790.744385
	Iteration 33Q: 3 clusters Score -590010.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -590035.875000 Penalty: 2790.744385
	Iteration 34Q: 3 clusters Score -590035.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -590043.875000 Penalty: 2790.744385
	Iteration 35Q: 3 clusters Score -590043.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -590051.500000 Penalty: 2790.744385
	Iteration 36Q: 3 clusters Score -590051.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -590055.875000 Penalty: 2790.744385
	Iteration 37Q: 3 clusters Score -590055.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -590060.875000 Penalty: 2790.744385
	Iteration 38Q: 3 clusters Score -590060.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -590065.125000 Penalty: 2790.744385
	Iteration 39Q: 3 clusters Score -590065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -590068.062500 Penalty: 2790.744385
	Iteration 40F: 3 clusters Score -590068.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -590070.125000 Penalty: 2790.744385
	Iteration 41Q: 3 clusters Score -590070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -590071.062500 Penalty: 2790.744385
	Iteration 42Q: 3 clusters Score -590071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -590071.812500 Penalty: 2790.744385
	Iteration 43Q: 3 clusters Score -590071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -590072.375000 Penalty: 2790.744385
	Iteration 44Q: 3 clusters Score -590072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -590072.375000 Penalty: 2790.744385
	Iteration 45F: 3 clusters Score -590072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Entering Unmasked Estep 
Score: -3513675.000000 Penalty: 1685.473877
	Iteration 0F: 2 clusters Score -3513675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3492284.000000 Penalty: 3370.947754
	Iteration 0F: 3 clusters Score -3492284 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3500403.500000 Penalty: 3370.947754
	Iteration 1F: 3 clusters Score -3500404 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3500764.750000 Penalty: 3370.947754
	Iteration 2Q: 3 clusters Score -3500765 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3501119.750000 Penalty: 3370.947754
	Iteration 3Q: 3 clusters Score -3501120 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3501556.750000 Penalty: 3370.947754
	Iteration 4Q: 3 clusters Score -3501557 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3502235.500000 Penalty: 3370.947754
	Iteration 5Q: 3 clusters Score -3502236 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3503323.500000 Penalty: 3370.947754
	Iteration 6F: 3 clusters Score -3503324 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3504993.750000 Penalty: 3370.947754
	Iteration 7F: 3 clusters Score -3504994 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3507118.500000 Penalty: 3370.947754
	Iteration 8F: 3 clusters Score -3507118 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3509305.250000 Penalty: 3370.947754
	Iteration 9F: 3 clusters Score -3509305 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3510875.000000 Penalty: 3370.947754
	Iteration 10F: 3 clusters Score -3510875 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3511671.250000 Penalty: 3370.947754
	Iteration 11Q: 3 clusters Score -3511671 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3511967.750000 Penalty: 3370.947754
	Iteration 12Q: 3 clusters Score -3511968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3512089.500000 Penalty: 3370.947754
	Iteration 13Q: 3 clusters Score -3512090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3512159.250000 Penalty: 3370.947754
	Iteration 14Q: 3 clusters Score -3512159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3512177.000000 Penalty: 3370.947754
	Iteration 15Q: 3 clusters Score -3512177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3512192.250000 Penalty: 3370.947754
	Iteration 16Q: 3 clusters Score -3512192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3512196.000000 Penalty: 3370.947754
	Iteration 17Q: 3 clusters Score -3512196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3512195.000000 Penalty: 3370.947754
	Iteration 18Q: 3 clusters Score -3512195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3512198.500000 Penalty: 3370.947754
	Iteration 19Q: 3 clusters Score -3512198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3512209.500000 Penalty: 3370.947754
	Iteration 20F: 3 clusters Score -3512210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3512218.250000 Penalty: 3370.947754
	Iteration 21Q: 3 clusters Score -3512218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3512222.750000 Penalty: 3370.947754
	Iteration 22Q: 3 clusters Score -3512223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3512222.750000 Penalty: 3370.947754
	Iteration 23F: 3 clusters Score -3512223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117338.335938 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -117338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -115850.867188 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -115850.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116103.570312 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -116103.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116160.812500 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -116160.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116190.164062 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -116190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116211.007812 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -116211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116218.859375 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -116218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116225.367188 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -116225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116231.351562 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -116231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116236.601562 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -116236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116239.046875 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -116239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116239.460938 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -116239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116241.648438 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -116241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116242.539062 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -116242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116243.507812 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -116243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116245.625000 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -116245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116247.710938 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -116247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116249.187500 Penalty: 2267.616455
	Iteration 16Q: 3 clusters Score -116249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116249.187500 Penalty: 2267.616455
	Iteration 17F: 3 clusters Score -116249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Entering Unmasked Estep 
Score: -4069770.750000 Penalty: 1708.994263
	Iteration 0F: 2 clusters Score -4069771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4044901.250000 Penalty: 3417.988525
	Iteration 0F: 3 clusters Score -4044901 nChanged 17206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4054553.000000 Penalty: 3417.988525
	Iteration 1F: 3 clusters Score -4054553 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4055101.750000 Penalty: 3417.988525
	Iteration 2Q: 3 clusters Score -4055102 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4055844.750000 Penalty: 3417.988525
	Iteration 3Q: 3 clusters Score -4055845 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4056980.000000 Penalty: 3417.988525
	Iteration 4F: 3 clusters Score -4056980 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -4058787.250000 Penalty: 3417.988525
	Iteration 5F: 3 clusters Score -4058787 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4061372.750000 Penalty: 3417.988525
	Iteration 6F: 3 clusters Score -4061373 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4064123.500000 Penalty: 3417.988525
	Iteration 7F: 3 clusters Score -4064124 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4066263.500000 Penalty: 3417.988525
	Iteration 8F: 3 clusters Score -4066264 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4067380.250000 Penalty: 3417.988525
	Iteration 9Q: 3 clusters Score -4067380 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4067827.000000 Penalty: 3417.988525
	Iteration 10Q: 3 clusters Score -4067827 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4068037.000000 Penalty: 3417.988525
	Iteration 11Q: 3 clusters Score -4068037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4068138.750000 Penalty: 3417.988525
	Iteration 12Q: 3 clusters Score -4068139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4068197.000000 Penalty: 3417.988525
	Iteration 13Q: 3 clusters Score -4068197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4068229.000000 Penalty: 3417.988525
	Iteration 14Q: 3 clusters Score -4068229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4068246.250000 Penalty: 3417.988525
	Iteration 15Q: 3 clusters Score -4068246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4068265.750000 Penalty: 3417.988525
	Iteration 16Q: 3 clusters Score -4068266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4068278.500000 Penalty: 3417.988525
	Iteration 17Q: 3 clusters Score -4068278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4068289.250000 Penalty: 3417.988525
	Iteration 18Q: 3 clusters Score -4068289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4068305.250000 Penalty: 3417.988525
	Iteration 19Q: 3 clusters Score -4068305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4068312.000000 Penalty: 3417.988525
	Iteration 20F: 3 clusters Score -4068312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -4068315.500000 Penalty: 3417.988525
	Iteration 21Q: 3 clusters Score -4068316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4068315.750000 Penalty: 3417.988525
	Iteration 22Q: 3 clusters Score -4068316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4068316.250000 Penalty: 3417.988525
	Iteration 23Q: 3 clusters Score -4068316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4068316.750000 Penalty: 3417.988525
	Iteration 24Q: 3 clusters Score -4068317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4068316.750000 Penalty: 3417.988525
	Iteration 25F: 3 clusters Score -4068317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -35406.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34501.136719 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -34501.14 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34689.011719 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -34689.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34754.414062 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -34754.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34797.023438 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -34797.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34813.042969 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -34813.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34816.484375 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -34816.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34816.484375 Penalty: 1949.654419
	Iteration 6F: 3 clusters Score -34816.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Entering Unmasked Estep 
Score: -3533490.750000 Penalty: 1686.092896
	Iteration 0F: 2 clusters Score -3533491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3511918.250000 Penalty: 3372.185791
	Iteration 0F: 3 clusters Score -3511918 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3520136.750000 Penalty: 3372.185791
	Iteration 1F: 3 clusters Score -3520137 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3520684.000000 Penalty: 3372.185791
	Iteration 2Q: 3 clusters Score -3520684 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3521423.250000 Penalty: 3372.185791
	Iteration 3Q: 3 clusters Score -3521423 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3522461.250000 Penalty: 3372.185791
	Iteration 4F: 3 clusters Score -3522461 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3523921.250000 Penalty: 3372.185791
	Iteration 5F: 3 clusters Score -3523921 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3525723.750000 Penalty: 3372.185791
	Iteration 6F: 3 clusters Score -3525724 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3527754.500000 Penalty: 3372.185791
	Iteration 7F: 3 clusters Score -3527754 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3529553.500000 Penalty: 3372.185791
	Iteration 8F: 3 clusters Score -3529554 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3530806.000000 Penalty: 3372.185791
	Iteration 9Q: 3 clusters Score -3530806 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3531463.500000 Penalty: 3372.185791
	Iteration 10Q: 3 clusters Score -3531464 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3531733.750000 Penalty: 3372.185791
	Iteration 11Q: 3 clusters Score -3531734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3531844.250000 Penalty: 3372.185791
	Iteration 12Q: 3 clusters Score -3531844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3531904.750000 Penalty: 3372.185791
	Iteration 13Q: 3 clusters Score -3531905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -3531941.000000 Penalty: 3372.185791
	Iteration 14Q: 3 clusters Score -3531941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3531962.500000 Penalty: 3372.185791
	Iteration 15Q: 3 clusters Score -3531962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3531972.250000 Penalty: 3372.185791
	Iteration 16Q: 3 clusters Score -3531972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3531980.000000 Penalty: 3372.185791
	Iteration 17Q: 3 clusters Score -3531980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3531988.250000 Penalty: 3372.185791
	Iteration 18Q: 3 clusters Score -3531988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3532000.750000 Penalty: 3372.185791
	Iteration 19Q: 3 clusters Score -3532001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3532009.500000 Penalty: 3372.185791
	Iteration 20F: 3 clusters Score -3532010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3532011.750000 Penalty: 3372.185791
	Iteration 21Q: 3 clusters Score -3532012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3532016.500000 Penalty: 3372.185791
	Iteration 22Q: 3 clusters Score -3532016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3532019.750000 Penalty: 3372.185791
	Iteration 23Q: 3 clusters Score -3532020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3532019.750000 Penalty: 3372.185791
	Iteration 24F: 3 clusters Score -3532020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Entering Unmasked Estep 
Score: -13798482.000000 Penalty: 1908.043213
	Iteration 0F: 2 clusters Score -1.379848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -13714216.000000 Penalty: 3816.086426
	Iteration 0F: 3 clusters Score -1.371422e+07 nChanged 60590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -13749780.000000 Penalty: 3816.086426
	Iteration 1F: 3 clusters Score -1.374978e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -13750873.000000 Penalty: 3816.086426
	Iteration 2Q: 3 clusters Score -1.375087e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -13752505.000000 Penalty: 3816.086426
	Iteration 3Q: 3 clusters Score -1.37525e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -13755316.000000 Penalty: 3816.086426
	Iteration 4Q: 3 clusters Score -1.375532e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -13760212.000000 Penalty: 3816.086426
	Iteration 5F: 3 clusters Score -1.376021e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -13767464.000000 Penalty: 3816.086426
	Iteration 6F: 3 clusters Score -1.376746e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -13775979.000000 Penalty: 3816.086426
	Iteration 7F: 3 clusters Score -1.377598e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -13783439.000000 Penalty: 3816.086426
	Iteration 8F: 3 clusters Score -1.378344e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -13788812.000000 Penalty: 3816.086426
	Iteration 9Q: 3 clusters Score -1.378881e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113271 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -13791984.000000 Penalty: 3816.086426
	Iteration 10Q: 3 clusters Score -1.379198e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -13793868.000000 Penalty: 3816.086426
	Iteration 11Q: 3 clusters Score -1.379387e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -13794863.000000 Penalty: 3816.086426
	Iteration 12Q: 3 clusters Score -1.379486e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -13795383.000000 Penalty: 3816.086426
	Iteration 13Q: 3 clusters Score -1.379538e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -13795713.000000 Penalty: 3816.086426
	Iteration 14Q: 3 clusters Score -1.379571e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -13795962.000000 Penalty: 3816.086426
	Iteration 15Q: 3 clusters Score -1.379596e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -13796165.000000 Penalty: 3816.086426
	Iteration 16Q: 3 clusters Score -1.379616e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -13796337.000000 Penalty: 3816.086426
	Iteration 17Q: 3 clusters Score -1.379634e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -13796444.000000 Penalty: 3816.086426
	Iteration 18Q: 3 clusters Score -1.379644e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -13796536.000000 Penalty: 3816.086426
	Iteration 19Q: 3 clusters Score -1.379654e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -13796599.000000 Penalty: 3816.086426
	Iteration 20F: 3 clusters Score -1.37966e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -13796660.000000 Penalty: 3816.086426
	Iteration 21Q: 3 clusters Score -1.379666e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -13796712.000000 Penalty: 3816.086426
	Iteration 22Q: 3 clusters Score -1.379671e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -13796820.000000 Penalty: 3816.086426
	Iteration 23Q: 3 clusters Score -1.379682e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121294 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -13796821.000000 Penalty: 3816.086426
	Iteration 24Q: 3 clusters Score -1.379682e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -13796916.000000 Penalty: 3816.086426
	Iteration 25Q: 3 clusters Score -1.379692e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121751 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13796911.000000 Penalty: 3816.086426
	Iteration 26Q: 3 clusters Score -1.379691e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121948 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -13796972.000000 Penalty: 3816.086426
	Iteration 27Q: 3 clusters Score -1.379697e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -13796999.000000 Penalty: 3816.086426
	Iteration 28Q: 3 clusters Score -1.3797e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122306 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -13797071.000000 Penalty: 3816.086426
	Iteration 29Q: 3 clusters Score -1.379707e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -13797092.000000 Penalty: 3816.086426
	Iteration 30Q: 3 clusters Score -1.379709e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -13797133.000000 Penalty: 3816.086426
	Iteration 31Q: 3 clusters Score -1.379713e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -13797163.000000 Penalty: 3816.086426
	Iteration 32Q: 3 clusters Score -1.379716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122808 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -13797170.000000 Penalty: 3816.086426
	Iteration 33Q: 3 clusters Score -1.379717e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122915 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -13797191.000000 Penalty: 3816.086426
	Iteration 34Q: 3 clusters Score -1.379719e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13797219.000000 Penalty: 3816.086426
	Iteration 35Q: 3 clusters Score -1.379722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13797261.000000 Penalty: 3816.086426
	Iteration 36Q: 3 clusters Score -1.379726e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -13797242.000000 Penalty: 3816.086426
	Iteration 37Q: 3 clusters Score -1.379724e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13797256.000000 Penalty: 3816.086426
	Iteration 38Q: 3 clusters Score -1.379726e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13797245.000000 Penalty: 3816.086426
	Iteration 39Q: 3 clusters Score -1.379724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -13797230.000000 Penalty: 3816.086426
	Iteration 40F: 3 clusters Score -1.379723e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -13797230.000000 Penalty: 3816.086426
	Iteration 41Q: 3 clusters Score -1.379723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -13797282.000000 Penalty: 3816.086426
	Iteration 42Q: 3 clusters Score -1.379728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13797303.000000 Penalty: 3816.086426
	Iteration 43Q: 3 clusters Score -1.37973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -13797282.000000 Penalty: 3816.086426
	Iteration 44Q: 3 clusters Score -1.379728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -13797293.000000 Penalty: 3816.086426
	Iteration 45Q: 3 clusters Score -1.379729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13797302.000000 Penalty: 3816.086426
	Iteration 46Q: 3 clusters Score -1.37973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13797315.000000 Penalty: 3816.086426
	Iteration 47Q: 3 clusters Score -1.379732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13797328.000000 Penalty: 3816.086426
	Iteration 48Q: 3 clusters Score -1.379733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -13797328.000000 Penalty: 3816.086426
	Iteration 49Q: 3 clusters Score -1.379733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13797300.000000 Penalty: 3816.086426
	Iteration 50Q: 3 clusters Score -1.37973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13797317.000000 Penalty: 3816.086426
	Iteration 51Q: 3 clusters Score -1.379732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123655 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13797314.000000 Penalty: 3816.086426
	Iteration 52Q: 3 clusters Score -1.379731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13797323.000000 Penalty: 3816.086426
	Iteration 53Q: 3 clusters Score -1.379732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13797321.000000 Penalty: 3816.086426
	Iteration 54Q: 3 clusters Score -1.379732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13797321.000000 Penalty: 3816.086426
	Iteration 55Q: 3 clusters Score -1.379732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13797320.000000 Penalty: 3816.086426
	Iteration 56Q: 3 clusters Score -1.379732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13797309.000000 Penalty: 3816.086426
	Iteration 57Q: 3 clusters Score -1.379731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -13797308.000000 Penalty: 3816.086426
	Iteration 58Q: 3 clusters Score -1.379731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -13797312.000000 Penalty: 3816.086426
	Iteration 59Q: 3 clusters Score -1.379731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123695 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13797316.000000 Penalty: 3816.086426
	Iteration 60F: 3 clusters Score -1.379732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123698 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13797317.000000 Penalty: 3816.086426
	Iteration 61Q: 3 clusters Score -1.379732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -13797311.000000 Penalty: 3816.086426
	Iteration 62Q: 3 clusters Score -1.379731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13797316.000000 Penalty: 3816.086426
	Iteration 63Q: 3 clusters Score -1.379732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13797322.000000 Penalty: 3816.086426
	Iteration 64Q: 3 clusters Score -1.379732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123717 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13797316.000000 Penalty: 3816.086426
	Iteration 65Q: 3 clusters Score -1.379732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123719 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13797321.000000 Penalty: 3816.086426
	Iteration 66Q: 3 clusters Score -1.379732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13797316.000000 Penalty: 3816.086426
	Iteration 67Q: 3 clusters Score -1.379732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13797316.000000 Penalty: 3816.086426
	Iteration 68F: 3 clusters Score -1.379732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20007.404297 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -20007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19214.765625 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -19214.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19278.925781 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -19278.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19307.560547 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -19307.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19307.560547 Penalty: 1701.843628
	Iteration 3F: 3 clusters Score -19307.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185109 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 126669 members 
Mstep: Class 7 contains 159436 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 49824 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75148 members 
Mstep: Class 13 contains 2960 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36934 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32079 members 
Mstep: Class 23 contains 125719 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864240.000000 Penalty: 49124.660156
Iteration 439Q: 23 clusters Score -9.886424e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185091 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 126669 members 
Mstep: Class 7 contains 159441 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18358 members 
Mstep: Class 10 contains 49824 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75154 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32085 members 
Mstep: Class 23 contains 125718 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864376.000000 Penalty: 49124.660156
Iteration 440F: 23 clusters Score -9.886438e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 126673 members 
Mstep: Class 7 contains 159427 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18361 members 
Mstep: Class 10 contains 49828 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75167 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32084 members 
Mstep: Class 23 contains 125716 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864288.000000 Penalty: 49124.660156
Iteration 441Q: 23 clusters Score -9.886429e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185079 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 126674 members 
Mstep: Class 7 contains 159421 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 49830 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75171 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32085 members 
Mstep: Class 23 contains 125719 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864240.000000 Penalty: 49124.660156
Iteration 442Q: 23 clusters Score -9.886424e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185070 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 126674 members 
Mstep: Class 7 contains 159414 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18363 members 
Mstep: Class 10 contains 49835 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75176 members 
Mstep: Class 13 contains 2965 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36936 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32084 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864208.000000 Penalty: 49124.660156
Iteration 443Q: 23 clusters Score -9.886421e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185054 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 126672 members 
Mstep: Class 7 contains 159411 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 49843 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75178 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36938 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32085 members 
Mstep: Class 23 contains 125723 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864168.000000 Penalty: 49124.660156
Iteration 444Q: 23 clusters Score -9.886417e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185051 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 126671 members 
Mstep: Class 7 contains 159396 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18367 members 
Mstep: Class 10 contains 49851 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75179 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32087 members 
Mstep: Class 23 contains 125723 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864120.000000 Penalty: 49124.660156
Iteration 445Q: 23 clusters Score -9.886412e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185047 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 126670 members 
Mstep: Class 7 contains 159387 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18370 members 
Mstep: Class 10 contains 49853 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75182 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36940 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32089 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864128.000000 Penalty: 49124.660156
Iteration 446Q: 23 clusters Score -9.886413e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185039 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50246 members 
Mstep: Class 6 contains 126669 members 
Mstep: Class 7 contains 159381 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18372 members 
Mstep: Class 10 contains 49860 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 75185 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32094 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864144.000000 Penalty: 49124.660156
Iteration 447Q: 23 clusters Score -9.886414e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50252 members 
Mstep: Class 6 contains 126668 members 
Mstep: Class 7 contains 159362 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18375 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75187 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31949 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36938 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32101 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864176.000000 Penalty: 49124.660156
Iteration 448Q: 23 clusters Score -9.886418e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185038 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 126666 members 
Mstep: Class 7 contains 159349 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 49866 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 75194 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36936 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32105 members 
Mstep: Class 23 contains 125723 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864184.000000 Penalty: 49124.660156
Iteration 449Q: 23 clusters Score -9.886418e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50251 members 
Mstep: Class 6 contains 126663 members 
Mstep: Class 7 contains 159324 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18382 members 
Mstep: Class 10 contains 49871 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75200 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 31951 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36934 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32111 members 
Mstep: Class 23 contains 125724 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864120.000000 Penalty: 49124.660156
Iteration 450Q: 23 clusters Score -9.886412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50252 members 
Mstep: Class 6 contains 126664 members 
Mstep: Class 7 contains 159303 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18387 members 
Mstep: Class 10 contains 49874 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75203 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36935 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32114 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864192.000000 Penalty: 49124.660156
Iteration 451Q: 23 clusters Score -9.886419e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50252 members 
Mstep: Class 6 contains 126664 members 
Mstep: Class 7 contains 159288 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18387 members 
Mstep: Class 10 contains 49875 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75210 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36935 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32119 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864160.000000 Penalty: 49124.660156
Iteration 452Q: 23 clusters Score -9.886416e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185036 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 126672 members 
Mstep: Class 7 contains 159282 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18391 members 
Mstep: Class 10 contains 49882 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75209 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32122 members 
Mstep: Class 23 contains 125722 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864224.000000 Penalty: 49124.660156
Iteration 453Q: 23 clusters Score -9.886422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185026 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 126670 members 
Mstep: Class 7 contains 159278 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18391 members 
Mstep: Class 10 contains 49894 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75211 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32122 members 
Mstep: Class 23 contains 125720 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864184.000000 Penalty: 49124.660156
Iteration 454Q: 23 clusters Score -9.886418e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 126670 members 
Mstep: Class 7 contains 159261 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 49900 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75217 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36928 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32127 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864104.000000 Penalty: 49124.660156
Iteration 455Q: 23 clusters Score -9.88641e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50259 members 
Mstep: Class 6 contains 126670 members 
Mstep: Class 7 contains 159242 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 49907 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75217 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36929 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32132 members 
Mstep: Class 23 contains 125720 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864168.000000 Penalty: 49124.660156
Iteration 456Q: 23 clusters Score -9.886417e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185014 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50258 members 
Mstep: Class 6 contains 126671 members 
Mstep: Class 7 contains 159238 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 49912 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75217 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36928 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32134 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864160.000000 Penalty: 49124.660156
Iteration 457Q: 23 clusters Score -9.886416e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185009 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 126671 members 
Mstep: Class 7 contains 159233 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 49924 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75216 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 31959 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36924 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32137 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864160.000000 Penalty: 49124.660156
Iteration 458Q: 23 clusters Score -9.886416e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185007 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50257 members 
Mstep: Class 6 contains 126675 members 
Mstep: Class 7 contains 159216 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 49936 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75214 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36921 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32145 members 
Mstep: Class 23 contains 125720 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864160.000000 Penalty: 49124.660156
Iteration 459Q: 23 clusters Score -9.886416e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185005 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 50259 members 
Mstep: Class 6 contains 126674 members 
Mstep: Class 7 contains 159205 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 49945 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 75212 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36921 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32152 members 
Mstep: Class 23 contains 125720 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864224.000000 Penalty: 49124.660156
Iteration 460F: 23 clusters Score -9.886422e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185001 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50261 members 
Mstep: Class 6 contains 126674 members 
Mstep: Class 7 contains 159195 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 49951 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75211 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36923 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32155 members 
Mstep: Class 23 contains 125722 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864160.000000 Penalty: 49124.660156
Iteration 461Q: 23 clusters Score -9.886416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184993 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50264 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159188 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 49953 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75213 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36922 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32155 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864176.000000 Penalty: 49124.660156
Iteration 462Q: 23 clusters Score -9.886418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159190 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18401 members 
Mstep: Class 10 contains 49952 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75218 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36924 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32157 members 
Mstep: Class 23 contains 125721 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864192.000000 Penalty: 49124.660156
Iteration 463Q: 23 clusters Score -9.886419e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184971 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 126680 members 
Mstep: Class 7 contains 159185 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18404 members 
Mstep: Class 10 contains 49954 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75218 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31959 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36924 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32160 members 
Mstep: Class 23 contains 125722 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864192.000000 Penalty: 49124.660156
Iteration 464Q: 23 clusters Score -9.886419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184963 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 126680 members 
Mstep: Class 7 contains 159188 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18405 members 
Mstep: Class 10 contains 49955 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75216 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31958 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32162 members 
Mstep: Class 23 contains 125723 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864192.000000 Penalty: 49124.660156
Iteration 465Q: 23 clusters Score -9.886419e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184955 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 126682 members 
Mstep: Class 7 contains 159186 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49955 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75218 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32164 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864200.000000 Penalty: 49124.660156
Iteration 466Q: 23 clusters Score -9.88642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 126685 members 
Mstep: Class 7 contains 159190 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49957 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75219 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32166 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864256.000000 Penalty: 49124.660156
Iteration 467Q: 23 clusters Score -9.886426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 126685 members 
Mstep: Class 7 contains 159187 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49958 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75220 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36926 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32166 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864240.000000 Penalty: 49124.660156
Iteration 468Q: 23 clusters Score -9.886424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 126681 members 
Mstep: Class 7 contains 159190 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49958 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75223 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36926 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32167 members 
Mstep: Class 23 contains 125726 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864192.000000 Penalty: 49124.660156
Iteration 469Q: 23 clusters Score -9.886419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 159194 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49957 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75225 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32167 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864256.000000 Penalty: 49124.660156
Iteration 470Q: 23 clusters Score -9.886426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159195 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49955 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75225 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36929 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125725 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864264.000000 Penalty: 49124.660156
Iteration 471Q: 23 clusters Score -9.886426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159186 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49956 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75229 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36928 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125726 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864248.000000 Penalty: 49124.660156
Iteration 472Q: 23 clusters Score -9.886425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159181 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 49956 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75233 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125727 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864344.000000 Penalty: 49124.660156
Iteration 473Q: 23 clusters Score -9.886434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184934 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159175 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18408 members 
Mstep: Class 10 contains 49959 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75238 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125729 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864264.000000 Penalty: 49124.660156
Iteration 474Q: 23 clusters Score -9.886426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184930 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159168 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18409 members 
Mstep: Class 10 contains 49965 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75240 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36930 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32171 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864264.000000 Penalty: 49124.660156
Iteration 475Q: 23 clusters Score -9.886426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184929 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50271 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159162 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18410 members 
Mstep: Class 10 contains 49966 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75242 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31951 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32171 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864304.000000 Penalty: 49124.660156
Iteration 476Q: 23 clusters Score -9.88643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50270 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159161 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18411 members 
Mstep: Class 10 contains 49967 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75244 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31948 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32171 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864304.000000 Penalty: 49124.660156
Iteration 477Q: 23 clusters Score -9.88643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184927 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159163 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18411 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75244 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31947 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32171 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864288.000000 Penalty: 49124.660156
Iteration 478Q: 23 clusters Score -9.886429e+07 nChanged 12
Entering ConstructFrom: 
Score: -98864288.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (184928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Entering Unmasked Estep 
Score: -19919202.000000 Penalty: 1970.754761
	Iteration 0F: 2 clusters Score -1.99192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -19805580.000000 Penalty: 3941.509521
	Iteration 0F: 3 clusters Score -1.980558e+07 nChanged 89367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -19857480.000000 Penalty: 3941.509521
	Iteration 1F: 3 clusters Score -1.985748e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -19858928.000000 Penalty: 3941.509521
	Iteration 2Q: 3 clusters Score -1.985893e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -19861280.000000 Penalty: 3941.509521
	Iteration 3Q: 3 clusters Score -1.986128e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -19865556.000000 Penalty: 3941.509521
	Iteration 4F: 3 clusters Score -1.986556e+07 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -19874118.000000 Penalty: 3941.509521
	Iteration 5F: 3 clusters Score -1.987412e+07 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -19888156.000000 Penalty: 3941.509521
	Iteration 6F: 3 clusters Score -1.988816e+07 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -19902872.000000 Penalty: 3941.509521
	Iteration 7F: 3 clusters Score -1.990287e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -19912458.000000 Penalty: 3941.509521
	Iteration 8F: 3 clusters Score -1.991246e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183054 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -19916106.000000 Penalty: 3941.509521
	Iteration 9Q: 3 clusters Score -1.991611e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184505 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19917028.000000 Penalty: 3941.509521
	Iteration 10Q: 3 clusters Score -1.991703e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184760 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19917272.000000 Penalty: 3941.509521
	Iteration 11Q: 3 clusters Score -1.991727e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184801 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19917348.000000 Penalty: 3941.509521
	Iteration 12Q: 3 clusters Score -1.991735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19917386.000000 Penalty: 3941.509521
	Iteration 13Q: 3 clusters Score -1.991739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184816 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19917420.000000 Penalty: 3941.509521
	Iteration 14Q: 3 clusters Score -1.991742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19917430.000000 Penalty: 3941.509521
	Iteration 15Q: 3 clusters Score -1.991743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184822 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19917430.000000 Penalty: 3941.509521
	Iteration 16Q: 3 clusters Score -1.991743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184822 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19917430.000000 Penalty: 3941.509521
	Iteration 17F: 3 clusters Score -1.991743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Entering Unmasked Estep 
Score: -1541029.375000 Penalty: 1550.297363
	Iteration 0F: 2 clusters Score -1541029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1531349.500000 Penalty: 3100.594727
	Iteration 0F: 3 clusters Score -1531350 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1534660.000000 Penalty: 3100.594727
	Iteration 1F: 3 clusters Score -1534660 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1534922.750000 Penalty: 3100.594727
	Iteration 2F: 3 clusters Score -1534923 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1535129.125000 Penalty: 3100.594727
	Iteration 3Q: 3 clusters Score -1535129 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1535324.250000 Penalty: 3100.594727
	Iteration 4Q: 3 clusters Score -1535324 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1535555.250000 Penalty: 3100.594727
	Iteration 5Q: 3 clusters Score -1535555 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1535799.625000 Penalty: 3100.594727
	Iteration 6Q: 3 clusters Score -1535800 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1536052.750000 Penalty: 3100.594727
	Iteration 7Q: 3 clusters Score -1536053 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1536372.000000 Penalty: 3100.594727
	Iteration 8Q: 3 clusters Score -1536372 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1536759.750000 Penalty: 3100.594727
	Iteration 9Q: 3 clusters Score -1536760 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1537208.250000 Penalty: 3100.594727
	Iteration 10Q: 3 clusters Score -1537208 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1537673.250000 Penalty: 3100.594727
	Iteration 11Q: 3 clusters Score -1537673 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1538020.000000 Penalty: 3100.594727
	Iteration 12Q: 3 clusters Score -1538020 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1538205.125000 Penalty: 3100.594727
	Iteration 13Q: 3 clusters Score -1538205 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1538298.375000 Penalty: 3100.594727
	Iteration 14Q: 3 clusters Score -1538298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1538342.000000 Penalty: 3100.594727
	Iteration 15Q: 3 clusters Score -1538342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1538377.750000 Penalty: 3100.594727
	Iteration 16Q: 3 clusters Score -1538378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1538408.000000 Penalty: 3100.594727
	Iteration 17Q: 3 clusters Score -1538408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1538436.000000 Penalty: 3100.594727
	Iteration 18Q: 3 clusters Score -1538436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1538459.125000 Penalty: 3100.594727
	Iteration 19Q: 3 clusters Score -1538459 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1538492.375000 Penalty: 3100.594727
	Iteration 20F: 3 clusters Score -1538492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1538514.000000 Penalty: 3100.594727
	Iteration 21Q: 3 clusters Score -1538514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1538535.750000 Penalty: 3100.594727
	Iteration 22Q: 3 clusters Score -1538536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1538552.750000 Penalty: 3100.594727
	Iteration 23Q: 3 clusters Score -1538553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1538568.875000 Penalty: 3100.594727
	Iteration 24Q: 3 clusters Score -1538569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1538581.875000 Penalty: 3100.594727
	Iteration 25Q: 3 clusters Score -1538582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1538592.250000 Penalty: 3100.594727
	Iteration 26Q: 3 clusters Score -1538592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1538603.875000 Penalty: 3100.594727
	Iteration 27Q: 3 clusters Score -1538604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1538615.125000 Penalty: 3100.594727
	Iteration 28Q: 3 clusters Score -1538615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1538622.875000 Penalty: 3100.594727
	Iteration 29Q: 3 clusters Score -1538623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1538632.125000 Penalty: 3100.594727
	Iteration 30Q: 3 clusters Score -1538632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1538645.000000 Penalty: 3100.594727
	Iteration 31Q: 3 clusters Score -1538645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1538651.125000 Penalty: 3100.594727
	Iteration 32Q: 3 clusters Score -1538651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1538652.750000 Penalty: 3100.594727
	Iteration 33Q: 3 clusters Score -1538653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1538655.500000 Penalty: 3100.594727
	Iteration 34Q: 3 clusters Score -1538656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1538664.500000 Penalty: 3100.594727
	Iteration 35Q: 3 clusters Score -1538664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1538676.750000 Penalty: 3100.594727
	Iteration 36Q: 3 clusters Score -1538677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1538689.750000 Penalty: 3100.594727
	Iteration 37Q: 3 clusters Score -1538690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1538690.625000 Penalty: 3100.594727
	Iteration 38Q: 3 clusters Score -1538691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1538707.375000 Penalty: 3100.594727
	Iteration 39Q: 3 clusters Score -1538707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1538716.875000 Penalty: 3100.594727
	Iteration 40F: 3 clusters Score -1538717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1538729.000000 Penalty: 3100.594727
	Iteration 41Q: 3 clusters Score -1538729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1538735.500000 Penalty: 3100.594727
	Iteration 42Q: 3 clusters Score -1538736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1538754.125000 Penalty: 3100.594727
	Iteration 43Q: 3 clusters Score -1538754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1538762.750000 Penalty: 3100.594727
	Iteration 44Q: 3 clusters Score -1538763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1538781.750000 Penalty: 3100.594727
	Iteration 45Q: 3 clusters Score -1538782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1538799.000000 Penalty: 3100.594727
	Iteration 46Q: 3 clusters Score -1538799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1538810.750000 Penalty: 3100.594727
	Iteration 47Q: 3 clusters Score -1538811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1538830.375000 Penalty: 3100.594727
	Iteration 48Q: 3 clusters Score -1538830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1538848.000000 Penalty: 3100.594727
	Iteration 49Q: 3 clusters Score -1538848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1538866.875000 Penalty: 3100.594727
	Iteration 50Q: 3 clusters Score -1538867 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1538884.125000 Penalty: 3100.594727
	Iteration 51Q: 3 clusters Score -1538884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1538896.750000 Penalty: 3100.594727
	Iteration 52Q: 3 clusters Score -1538897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1538912.625000 Penalty: 3100.594727
	Iteration 53Q: 3 clusters Score -1538913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1538923.000000 Penalty: 3100.594727
	Iteration 54Q: 3 clusters Score -1538923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1538931.625000 Penalty: 3100.594727
	Iteration 55Q: 3 clusters Score -1538932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1538945.875000 Penalty: 3100.594727
	Iteration 56Q: 3 clusters Score -1538946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1538946.625000 Penalty: 3100.594727
	Iteration 57Q: 3 clusters Score -1538947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1538956.000000 Penalty: 3100.594727
	Iteration 58Q: 3 clusters Score -1538956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1538960.500000 Penalty: 3100.594727
	Iteration 59Q: 3 clusters Score -1538960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1538967.625000 Penalty: 3100.594727
	Iteration 60F: 3 clusters Score -1538968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1538968.375000 Penalty: 3100.594727
	Iteration 61Q: 3 clusters Score -1538968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1538982.625000 Penalty: 3100.594727
	Iteration 62Q: 3 clusters Score -1538983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1538986.500000 Penalty: 3100.594727
	Iteration 63Q: 3 clusters Score -1538986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1538992.125000 Penalty: 3100.594727
	Iteration 64Q: 3 clusters Score -1538992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1538999.500000 Penalty: 3100.594727
	Iteration 65Q: 3 clusters Score -1539000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1539003.250000 Penalty: 3100.594727
	Iteration 66Q: 3 clusters Score -1539003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1539017.125000 Penalty: 3100.594727
	Iteration 67Q: 3 clusters Score -1539017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1539027.625000 Penalty: 3100.594727
	Iteration 68Q: 3 clusters Score -1539028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1539032.500000 Penalty: 3100.594727
	Iteration 69Q: 3 clusters Score -1539032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1539041.125000 Penalty: 3100.594727
	Iteration 70Q: 3 clusters Score -1539041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1539051.250000 Penalty: 3100.594727
	Iteration 71Q: 3 clusters Score -1539051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1539065.500000 Penalty: 3100.594727
	Iteration 72Q: 3 clusters Score -1539066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1539071.750000 Penalty: 3100.594727
	Iteration 73Q: 3 clusters Score -1539072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1539088.125000 Penalty: 3100.594727
	Iteration 74Q: 3 clusters Score -1539088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1539107.250000 Penalty: 3100.594727
	Iteration 75Q: 3 clusters Score -1539107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1539122.000000 Penalty: 3100.594727
	Iteration 76Q: 3 clusters Score -1539122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1539138.875000 Penalty: 3100.594727
	Iteration 77Q: 3 clusters Score -1539139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1539147.875000 Penalty: 3100.594727
	Iteration 78Q: 3 clusters Score -1539148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1539166.000000 Penalty: 3100.594727
	Iteration 79Q: 3 clusters Score -1539166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1539183.625000 Penalty: 3100.594727
	Iteration 80F: 3 clusters Score -1539184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1539195.875000 Penalty: 3100.594727
	Iteration 81Q: 3 clusters Score -1539196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1539211.250000 Penalty: 3100.594727
	Iteration 82Q: 3 clusters Score -1539211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1539227.625000 Penalty: 3100.594727
	Iteration 83Q: 3 clusters Score -1539228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1539244.125000 Penalty: 3100.594727
	Iteration 84Q: 3 clusters Score -1539244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1539262.875000 Penalty: 3100.594727
	Iteration 85Q: 3 clusters Score -1539263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1539279.625000 Penalty: 3100.594727
	Iteration 86Q: 3 clusters Score -1539280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1539302.250000 Penalty: 3100.594727
	Iteration 87Q: 3 clusters Score -1539302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1539312.875000 Penalty: 3100.594727
	Iteration 88Q: 3 clusters Score -1539313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1539330.750000 Penalty: 3100.594727
	Iteration 89Q: 3 clusters Score -1539331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1539334.000000 Penalty: 3100.594727
	Iteration 90Q: 3 clusters Score -1539334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1539344.125000 Penalty: 3100.594727
	Iteration 91Q: 3 clusters Score -1539344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1539352.000000 Penalty: 3100.594727
	Iteration 92Q: 3 clusters Score -1539352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1539355.500000 Penalty: 3100.594727
	Iteration 93Q: 3 clusters Score -1539356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1539363.750000 Penalty: 3100.594727
	Iteration 94Q: 3 clusters Score -1539364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1539372.750000 Penalty: 3100.594727
	Iteration 95Q: 3 clusters Score -1539373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1539378.000000 Penalty: 3100.594727
	Iteration 96Q: 3 clusters Score -1539378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1539394.625000 Penalty: 3100.594727
	Iteration 97Q: 3 clusters Score -1539395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1539400.500000 Penalty: 3100.594727
	Iteration 98Q: 3 clusters Score -1539400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1539409.375000 Penalty: 3100.594727
	Iteration 99Q: 3 clusters Score -1539409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1539421.000000 Penalty: 3100.594727
	Iteration 100F: 3 clusters Score -1539421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1539425.000000 Penalty: 3100.594727
	Iteration 101Q: 3 clusters Score -1539425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1539433.875000 Penalty: 3100.594727
	Iteration 102Q: 3 clusters Score -1539434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1539451.500000 Penalty: 3100.594727
	Iteration 103Q: 3 clusters Score -1539452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1539461.000000 Penalty: 3100.594727
	Iteration 104Q: 3 clusters Score -1539461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1539470.375000 Penalty: 3100.594727
	Iteration 105Q: 3 clusters Score -1539470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1539473.500000 Penalty: 3100.594727
	Iteration 106Q: 3 clusters Score -1539474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1539481.625000 Penalty: 3100.594727
	Iteration 107Q: 3 clusters Score -1539482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1539489.500000 Penalty: 3100.594727
	Iteration 108Q: 3 clusters Score -1539490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1539491.875000 Penalty: 3100.594727
	Iteration 109Q: 3 clusters Score -1539492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1539491.875000 Penalty: 3100.594727
	Iteration 110Q: 3 clusters Score -1539492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1539493.500000 Penalty: 3100.594727
	Iteration 111Q: 3 clusters Score -1539494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1539500.500000 Penalty: 3100.594727
	Iteration 112Q: 3 clusters Score -1539500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1539511.500000 Penalty: 3100.594727
	Iteration 113Q: 3 clusters Score -1539512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1539514.750000 Penalty: 3100.594727
	Iteration 114Q: 3 clusters Score -1539515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1539521.625000 Penalty: 3100.594727
	Iteration 115Q: 3 clusters Score -1539522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1539519.625000 Penalty: 3100.594727
	Iteration 116Q: 3 clusters Score -1539520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1539528.500000 Penalty: 3100.594727
	Iteration 117Q: 3 clusters Score -1539528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1539527.500000 Penalty: 3100.594727
	Iteration 118Q: 3 clusters Score -1539528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1539532.500000 Penalty: 3100.594727
	Iteration 119Q: 3 clusters Score -1539532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1539540.000000 Penalty: 3100.594727
	Iteration 120F: 3 clusters Score -1539540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1539544.625000 Penalty: 3100.594727
	Iteration 121Q: 3 clusters Score -1539545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1539549.500000 Penalty: 3100.594727
	Iteration 122Q: 3 clusters Score -1539550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1539556.625000 Penalty: 3100.594727
	Iteration 123Q: 3 clusters Score -1539557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1539557.375000 Penalty: 3100.594727
	Iteration 124Q: 3 clusters Score -1539557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1539562.500000 Penalty: 3100.594727
	Iteration 125Q: 3 clusters Score -1539562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1539568.500000 Penalty: 3100.594727
	Iteration 126Q: 3 clusters Score -1539568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1539572.250000 Penalty: 3100.594727
	Iteration 127Q: 3 clusters Score -1539572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1539578.875000 Penalty: 3100.594727
	Iteration 128Q: 3 clusters Score -1539579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1539582.500000 Penalty: 3100.594727
	Iteration 129Q: 3 clusters Score -1539582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1539591.875000 Penalty: 3100.594727
	Iteration 130Q: 3 clusters Score -1539592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1539592.625000 Penalty: 3100.594727
	Iteration 131Q: 3 clusters Score -1539593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1539597.125000 Penalty: 3100.594727
	Iteration 132Q: 3 clusters Score -1539597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1539608.375000 Penalty: 3100.594727
	Iteration 133Q: 3 clusters Score -1539608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1539611.125000 Penalty: 3100.594727
	Iteration 134Q: 3 clusters Score -1539611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1539615.125000 Penalty: 3100.594727
	Iteration 135Q: 3 clusters Score -1539615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1539618.875000 Penalty: 3100.594727
	Iteration 136Q: 3 clusters Score -1539619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1539626.125000 Penalty: 3100.594727
	Iteration 137Q: 3 clusters Score -1539626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1539628.625000 Penalty: 3100.594727
	Iteration 138Q: 3 clusters Score -1539629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1539634.625000 Penalty: 3100.594727
	Iteration 139Q: 3 clusters Score -1539635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1539640.500000 Penalty: 3100.594727
	Iteration 140F: 3 clusters Score -1539640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1539639.625000 Penalty: 3100.594727
	Iteration 141Q: 3 clusters Score -1539640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1539642.875000 Penalty: 3100.594727
	Iteration 142Q: 3 clusters Score -1539643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1539648.625000 Penalty: 3100.594727
	Iteration 143Q: 3 clusters Score -1539649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1539651.125000 Penalty: 3100.594727
	Iteration 144Q: 3 clusters Score -1539651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1539659.375000 Penalty: 3100.594727
	Iteration 145Q: 3 clusters Score -1539659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1539660.000000 Penalty: 3100.594727
	Iteration 146Q: 3 clusters Score -1539660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1539660.875000 Penalty: 3100.594727
	Iteration 147Q: 3 clusters Score -1539661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1539667.000000 Penalty: 3100.594727
	Iteration 148Q: 3 clusters Score -1539667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1539669.500000 Penalty: 3100.594727
	Iteration 149Q: 3 clusters Score -1539670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1539672.000000 Penalty: 3100.594727
	Iteration 150Q: 3 clusters Score -1539672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1539672.750000 Penalty: 3100.594727
	Iteration 151Q: 3 clusters Score -1539673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1539676.375000 Penalty: 3100.594727
	Iteration 152Q: 3 clusters Score -1539676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1539680.375000 Penalty: 3100.594727
	Iteration 153Q: 3 clusters Score -1539680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1539680.500000 Penalty: 3100.594727
	Iteration 154Q: 3 clusters Score -1539680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1539684.250000 Penalty: 3100.594727
	Iteration 155Q: 3 clusters Score -1539684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1539682.750000 Penalty: 3100.594727
	Iteration 156Q: 3 clusters Score -1539683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1539683.250000 Penalty: 3100.594727
	Iteration 157Q: 3 clusters Score -1539683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1539684.125000 Penalty: 3100.594727
	Iteration 158Q: 3 clusters Score -1539684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1539687.125000 Penalty: 3100.594727
	Iteration 159Q: 3 clusters Score -1539687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1539687.250000 Penalty: 3100.594727
	Iteration 160F: 3 clusters Score -1539687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1539687.875000 Penalty: 3100.594727
	Iteration 161Q: 3 clusters Score -1539688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1539689.250000 Penalty: 3100.594727
	Iteration 162Q: 3 clusters Score -1539689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1539690.625000 Penalty: 3100.594727
	Iteration 163Q: 3 clusters Score -1539691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1539692.000000 Penalty: 3100.594727
	Iteration 164Q: 3 clusters Score -1539692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1539689.875000 Penalty: 3100.594727
	Iteration 165Q: 3 clusters Score -1539690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1539691.125000 Penalty: 3100.594727
	Iteration 166Q: 3 clusters Score -1539691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1539689.250000 Penalty: 3100.594727
	Iteration 167Q: 3 clusters Score -1539689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1539690.125000 Penalty: 3100.594727
	Iteration 168Q: 3 clusters Score -1539690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1539691.125000 Penalty: 3100.594727
	Iteration 169Q: 3 clusters Score -1539691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1539691.125000 Penalty: 3100.594727
	Iteration 170F: 3 clusters Score -1539691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -326107.843750 Penalty: 1301.359375
	Iteration 0F: 2 clusters Score -326107.8 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 1524 members 
Entering Unmasked Estep 
Score: -323355.187500 Penalty: 2602.718750
	Iteration 0F: 3 clusters Score -323355.2 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -324116.843750 Penalty: 2602.718750
	Iteration 1F: 3 clusters Score -324116.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -324319.218750 Penalty: 2602.718750
	Iteration 2F: 3 clusters Score -324319.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -324448.406250 Penalty: 2602.718750
	Iteration 3F: 3 clusters Score -324448.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -324553.062500 Penalty: 2602.718750
	Iteration 4Q: 3 clusters Score -324553.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -324647.500000 Penalty: 2602.718750
	Iteration 5Q: 3 clusters Score -324647.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -324718.218750 Penalty: 2602.718750
	Iteration 6Q: 3 clusters Score -324718.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -324795.718750 Penalty: 2602.718750
	Iteration 7Q: 3 clusters Score -324795.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -324904.343750 Penalty: 2602.718750
	Iteration 8Q: 3 clusters Score -324904.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -325024.781250 Penalty: 2602.718750
	Iteration 9Q: 3 clusters Score -325024.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325150.843750 Penalty: 2602.718750
	Iteration 10Q: 3 clusters Score -325150.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -325277.750000 Penalty: 2602.718750
	Iteration 11Q: 3 clusters Score -325277.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -325402.656250 Penalty: 2602.718750
	Iteration 12Q: 3 clusters Score -325402.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325480.406250 Penalty: 2602.718750
	Iteration 13Q: 3 clusters Score -325480.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325533.125000 Penalty: 2602.718750
	Iteration 14Q: 3 clusters Score -325533.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325587.281250 Penalty: 2602.718750
	Iteration 15Q: 3 clusters Score -325587.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -325614.375000 Penalty: 2602.718750
	Iteration 16Q: 3 clusters Score -325614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -325629.625000 Penalty: 2602.718750
	Iteration 17Q: 3 clusters Score -325629.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325640.000000 Penalty: 2602.718750
	Iteration 18Q: 3 clusters Score -325640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -325644.812500 Penalty: 2602.718750
	Iteration 19Q: 3 clusters Score -325644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -325647.718750 Penalty: 2602.718750
	Iteration 20F: 3 clusters Score -325647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -325652.062500 Penalty: 2602.718750
	Iteration 21Q: 3 clusters Score -325652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -325653.625000 Penalty: 2602.718750
	Iteration 22Q: 3 clusters Score -325653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -325654.562500 Penalty: 2602.718750
	Iteration 23Q: 3 clusters Score -325654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -325654.781250 Penalty: 2602.718750
	Iteration 24Q: 3 clusters Score -325654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -325656.625000 Penalty: 2602.718750
	Iteration 25Q: 3 clusters Score -325656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -325657.062500 Penalty: 2602.718750
	Iteration 26Q: 3 clusters Score -325657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325656.843750 Penalty: 2602.718750
	Iteration 27Q: 3 clusters Score -325656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325658.031250 Penalty: 2602.718750
	Iteration 28Q: 3 clusters Score -325658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -325659.187500 Penalty: 2602.718750
	Iteration 29Q: 3 clusters Score -325659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325659.531250 Penalty: 2602.718750
	Iteration 30Q: 3 clusters Score -325659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -325659.093750 Penalty: 2602.718750
	Iteration 31Q: 3 clusters Score -325659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -325659.093750 Penalty: 2602.718750
	Iteration 32F: 3 clusters Score -325659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -258990.312500 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -258990.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -256665.640625 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -256665.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -257132.703125 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -257132.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -257237.453125 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -257237.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -257305.968750 Penalty: 2525.733887
	Iteration 3Q: 3 clusters Score -257306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257348.671875 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -257348.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257390.125000 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -257390.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257420.765625 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -257420.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -257453.640625 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -257453.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257491.093750 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -257491.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257527.578125 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -257527.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -257556.390625 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -257556.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -257579.046875 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -257579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257598.968750 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -257599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -257620.218750 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -257620.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -257637.390625 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -257637.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -257658.765625 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -257658.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -257683.937500 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -257683.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -257703.078125 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -257703.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -257721.218750 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -257721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -257735.750000 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -257735.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -257750.593750 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -257750.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -257762.015625 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -257762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -257772.000000 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -257772 nChanged 17
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: -257781.046875 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -257781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -257788.000000 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -257788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -257795.453125 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -257795.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -257800.921875 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -257800.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -257807.593750 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -257807.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -257818.484375 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -257818.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -257827.218750 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -257827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -257839.359375 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -257839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -257849.218750 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -257849.2 nChanged 16
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: -257859.203125 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -257859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -257868.828125 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -257868.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -257872.609375 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -257872.6 nChanged 7
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: -257876.203125 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -257876.2 nChanged 9
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: -257880.171875 Penalty: 2525.733887
	Iteration 36Q: 3 clusters Score -257880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -257885.109375 Penalty: 2525.733887
	Iteration 37Q: 3 clusters Score -257885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -257887.984375 Penalty: 2525.733887
	Iteration 38Q: 3 clusters Score -257888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -257888.625000 Penalty: 2525.733887
	Iteration 39Q: 3 clusters Score -257888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -257888.625000 Penalty: 2525.733887
	Iteration 40F: 3 clusters Score -257888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Entering Unmasked Estep 
Score: -5528842.000000 Penalty: 1759.076050
	Iteration 0F: 2 clusters Score -5528842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5495343.000000 Penalty: 3518.152100
	Iteration 0F: 3 clusters Score -5495343 nChanged 23446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5508481.500000 Penalty: 3518.152100
	Iteration 1F: 3 clusters Score -5508482 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -5509010.000000 Penalty: 3518.152100
	Iteration 2Q: 3 clusters Score -5509010 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5509614.000000 Penalty: 3518.152100
	Iteration 3Q: 3 clusters Score -5509614 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -5510537.500000 Penalty: 3518.152100
	Iteration 4Q: 3 clusters Score -5510538 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5511903.000000 Penalty: 3518.152100
	Iteration 5F: 3 clusters Score -5511903 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5514073.500000 Penalty: 3518.152100
	Iteration 6F: 3 clusters Score -5514074 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5517230.000000 Penalty: 3518.152100
	Iteration 7F: 3 clusters Score -5517230 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5520951.500000 Penalty: 3518.152100
	Iteration 8F: 3 clusters Score -5520952 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5524044.500000 Penalty: 3518.152100
	Iteration 9F: 3 clusters Score -5524044 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5525888.000000 Penalty: 3518.152100
	Iteration 10Q: 3 clusters Score -5525888 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5526665.000000 Penalty: 3518.152100
	Iteration 11Q: 3 clusters Score -5526665 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5527016.000000 Penalty: 3518.152100
	Iteration 12Q: 3 clusters Score -5527016 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5527155.500000 Penalty: 3518.152100
	Iteration 13Q: 3 clusters Score -5527156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5527216.000000 Penalty: 3518.152100
	Iteration 14Q: 3 clusters Score -5527216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5527255.500000 Penalty: 3518.152100
	Iteration 15Q: 3 clusters Score -5527256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5527288.000000 Penalty: 3518.152100
	Iteration 16Q: 3 clusters Score -5527288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5527300.500000 Penalty: 3518.152100
	Iteration 17Q: 3 clusters Score -5527300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5527303.000000 Penalty: 3518.152100
	Iteration 18Q: 3 clusters Score -5527303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5527319.000000 Penalty: 3518.152100
	Iteration 19Q: 3 clusters Score -5527319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5527324.000000 Penalty: 3518.152100
	Iteration 20F: 3 clusters Score -5527324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5527323.000000 Penalty: 3518.152100
	Iteration 21Q: 3 clusters Score -5527323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5527323.000000 Penalty: 3518.152100
	Iteration 22F: 3 clusters Score -5527323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126676 members 
Entering Unmasked Estep 
Score: -13865780.000000 Penalty: 1909.275513
	Iteration 0F: 2 clusters Score -1.386578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -13781136.000000 Penalty: 3818.551025
	Iteration 0F: 3 clusters Score -1.378114e+07 nChanged 61166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -13816828.000000 Penalty: 3818.551025
	Iteration 1F: 3 clusters Score -1.381683e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -13817803.000000 Penalty: 3818.551025
	Iteration 2Q: 3 clusters Score -1.38178e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -13819088.000000 Penalty: 3818.551025
	Iteration 3Q: 3 clusters Score -1.381909e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -13820862.000000 Penalty: 3818.551025
	Iteration 4Q: 3 clusters Score -1.382086e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -13823858.000000 Penalty: 3818.551025
	Iteration 5Q: 3 clusters Score -1.382386e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -13828204.000000 Penalty: 3818.551025
	Iteration 6F: 3 clusters Score -1.38282e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -13833572.000000 Penalty: 3818.551025
	Iteration 7F: 3 clusters Score -1.383357e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91443 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -13839403.000000 Penalty: 3818.551025
	Iteration 8F: 3 clusters Score -1.38394e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -13844616.000000 Penalty: 3818.551025
	Iteration 9F: 3 clusters Score -1.384462e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -13848478.000000 Penalty: 3818.551025
	Iteration 10Q: 3 clusters Score -1.384848e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -13851299.000000 Penalty: 3818.551025
	Iteration 11Q: 3 clusters Score -1.38513e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -13853417.000000 Penalty: 3818.551025
	Iteration 12Q: 3 clusters Score -1.385342e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112170 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -13855264.000000 Penalty: 3818.551025
	Iteration 13Q: 3 clusters Score -1.385526e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -13856881.000000 Penalty: 3818.551025
	Iteration 14Q: 3 clusters Score -1.385688e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117354 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -13858310.000000 Penalty: 3818.551025
	Iteration 15Q: 3 clusters Score -1.385831e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -13859747.000000 Penalty: 3818.551025
	Iteration 16Q: 3 clusters Score -1.385975e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -13861061.000000 Penalty: 3818.551025
	Iteration 17Q: 3 clusters Score -1.386106e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122982 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -13862011.000000 Penalty: 3818.551025
	Iteration 18Q: 3 clusters Score -1.386201e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124141 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -13862707.000000 Penalty: 3818.551025
	Iteration 19Q: 3 clusters Score -1.386271e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -13863178.000000 Penalty: 3818.551025
	Iteration 20F: 3 clusters Score -1.386318e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125465 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -13863553.000000 Penalty: 3818.551025
	Iteration 21Q: 3 clusters Score -1.386355e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125779 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13863746.000000 Penalty: 3818.551025
	Iteration 22Q: 3 clusters Score -1.386375e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13863882.000000 Penalty: 3818.551025
	Iteration 23Q: 3 clusters Score -1.386388e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13864012.000000 Penalty: 3818.551025
	Iteration 24Q: 3 clusters Score -1.386401e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -13864069.000000 Penalty: 3818.551025
	Iteration 25Q: 3 clusters Score -1.386407e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -13864106.000000 Penalty: 3818.551025
	Iteration 26Q: 3 clusters Score -1.386411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -13864114.000000 Penalty: 3818.551025
	Iteration 27Q: 3 clusters Score -1.386411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13864118.000000 Penalty: 3818.551025
	Iteration 28Q: 3 clusters Score -1.386412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13864126.000000 Penalty: 3818.551025
	Iteration 29Q: 3 clusters Score -1.386413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13864153.000000 Penalty: 3818.551025
	Iteration 30Q: 3 clusters Score -1.386415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13864170.000000 Penalty: 3818.551025
	Iteration 31Q: 3 clusters Score -1.386417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13864180.000000 Penalty: 3818.551025
	Iteration 32Q: 3 clusters Score -1.386418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -13864176.000000 Penalty: 3818.551025
	Iteration 33Q: 3 clusters Score -1.386418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126318 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13864186.000000 Penalty: 3818.551025
	Iteration 34Q: 3 clusters Score -1.386419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13864185.000000 Penalty: 3818.551025
	Iteration 35Q: 3 clusters Score -1.386418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126322 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13864186.000000 Penalty: 3818.551025
	Iteration 36Q: 3 clusters Score -1.386419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13864200.000000 Penalty: 3818.551025
	Iteration 37Q: 3 clusters Score -1.38642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13864199.000000 Penalty: 3818.551025
	Iteration 38Q: 3 clusters Score -1.38642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13864201.000000 Penalty: 3818.551025
	Iteration 39Q: 3 clusters Score -1.38642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13864212.000000 Penalty: 3818.551025
	Iteration 40F: 3 clusters Score -1.386421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13864210.000000 Penalty: 3818.551025
	Iteration 41Q: 3 clusters Score -1.386421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13864209.000000 Penalty: 3818.551025
	Iteration 42Q: 3 clusters Score -1.386421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13864209.000000 Penalty: 3818.551025
	Iteration 43F: 3 clusters Score -1.386421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Entering Unmasked Estep 
Score: -17232916.000000 Penalty: 1946.372681
	Iteration 0F: 2 clusters Score -1.723292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -17128876.000000 Penalty: 3892.745361
	Iteration 0F: 3 clusters Score -1.712888e+07 nChanged 76943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -17174492.000000 Penalty: 3892.745361
	Iteration 1F: 3 clusters Score -1.717449e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -17175996.000000 Penalty: 3892.745361
	Iteration 2Q: 3 clusters Score -1.7176e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -17178324.000000 Penalty: 3892.745361
	Iteration 3Q: 3 clusters Score -1.717832e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -17182490.000000 Penalty: 3892.745361
	Iteration 4F: 3 clusters Score -1.718249e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -17189904.000000 Penalty: 3892.745361
	Iteration 5F: 3 clusters Score -1.71899e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 119118 members 
Entering Unmasked Estep 
Score: -17200472.000000 Penalty: 3892.745361
	Iteration 6F: 3 clusters Score -1.720047e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -17211362.000000 Penalty: 3892.745361
	Iteration 7F: 3 clusters Score -1.721136e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 137417 members 
Entering Unmasked Estep 
Score: -17220118.000000 Penalty: 3892.745361
	Iteration 8F: 3 clusters Score -1.722012e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 142513 members 
Entering Unmasked Estep 
Score: -17224904.000000 Penalty: 3892.745361
	Iteration 9Q: 3 clusters Score -1.72249e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -17227388.000000 Penalty: 3892.745361
	Iteration 10Q: 3 clusters Score -1.722739e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -17228878.000000 Penalty: 3892.745361
	Iteration 11Q: 3 clusters Score -1.722888e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -17229724.000000 Penalty: 3892.745361
	Iteration 12Q: 3 clusters Score -1.722972e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -17230370.000000 Penalty: 3892.745361
	Iteration 13Q: 3 clusters Score -1.723037e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -17230706.000000 Penalty: 3892.745361
	Iteration 14Q: 3 clusters Score -1.723071e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 153110 members 
Entering Unmasked Estep 
Score: -17230996.000000 Penalty: 3892.745361
	Iteration 15Q: 3 clusters Score -1.7231e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -17231234.000000 Penalty: 3892.745361
	Iteration 16Q: 3 clusters Score -1.723123e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -17231412.000000 Penalty: 3892.745361
	Iteration 17Q: 3 clusters Score -1.723141e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -17231558.000000 Penalty: 3892.745361
	Iteration 18Q: 3 clusters Score -1.723156e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -17231624.000000 Penalty: 3892.745361
	Iteration 19Q: 3 clusters Score -1.723162e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -17231680.000000 Penalty: 3892.745361
	Iteration 20F: 3 clusters Score -1.723168e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 155769 members 
Entering Unmasked Estep 
Score: -17231686.000000 Penalty: 3892.745361
	Iteration 21Q: 3 clusters Score -1.723169e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -17231750.000000 Penalty: 3892.745361
	Iteration 22Q: 3 clusters Score -1.723175e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -17231768.000000 Penalty: 3892.745361
	Iteration 23Q: 3 clusters Score -1.723177e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -17231800.000000 Penalty: 3892.745361
	Iteration 24Q: 3 clusters Score -1.72318e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -17231810.000000 Penalty: 3892.745361
	Iteration 25Q: 3 clusters Score -1.723181e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -17231822.000000 Penalty: 3892.745361
	Iteration 26Q: 3 clusters Score -1.723182e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -17231804.000000 Penalty: 3892.745361
	Iteration 27Q: 3 clusters Score -1.72318e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 156702 members 
Entering Unmasked Estep 
Score: -17231798.000000 Penalty: 3892.745361
	Iteration 28Q: 3 clusters Score -1.72318e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -17231818.000000 Penalty: 3892.745361
	Iteration 29Q: 3 clusters Score -1.723182e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -17231812.000000 Penalty: 3892.745361
	Iteration 30Q: 3 clusters Score -1.723181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -17231796.000000 Penalty: 3892.745361
	Iteration 31Q: 3 clusters Score -1.72318e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -17231832.000000 Penalty: 3892.745361
	Iteration 32Q: 3 clusters Score -1.723183e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 156976 members 
Entering Unmasked Estep 
Score: -17231834.000000 Penalty: 3892.745361
	Iteration 33Q: 3 clusters Score -1.723183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -17231814.000000 Penalty: 3892.745361
	Iteration 34Q: 3 clusters Score -1.723181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -17231834.000000 Penalty: 3892.745361
	Iteration 35Q: 3 clusters Score -1.723183e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -17231832.000000 Penalty: 3892.745361
	Iteration 36Q: 3 clusters Score -1.723183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -17231822.000000 Penalty: 3892.745361
	Iteration 37Q: 3 clusters Score -1.723182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -17231828.000000 Penalty: 3892.745361
	Iteration 38Q: 3 clusters Score -1.723183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -17231844.000000 Penalty: 3892.745361
	Iteration 39Q: 3 clusters Score -1.723184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 157122 members 
Entering Unmasked Estep 
Score: -17231834.000000 Penalty: 3892.745361
	Iteration 40F: 3 clusters Score -1.723183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 157131 members 
Entering Unmasked Estep 
Score: -17231832.000000 Penalty: 3892.745361
	Iteration 41Q: 3 clusters Score -1.723183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 157140 members 
Entering Unmasked Estep 
Score: -17231828.000000 Penalty: 3892.745361
	Iteration 42Q: 3 clusters Score -1.723183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 157149 members 
Entering Unmasked Estep 
Score: -17231826.000000 Penalty: 3892.745361
	Iteration 43Q: 3 clusters Score -1.723183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -17231824.000000 Penalty: 3892.745361
	Iteration 44Q: 3 clusters Score -1.723182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -17231822.000000 Penalty: 3892.745361
	Iteration 45Q: 3 clusters Score -1.723182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -17231824.000000 Penalty: 3892.745361
	Iteration 46Q: 3 clusters Score -1.723182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -17231816.000000 Penalty: 3892.745361
	Iteration 47Q: 3 clusters Score -1.723182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -17231818.000000 Penalty: 3892.745361
	Iteration 48Q: 3 clusters Score -1.723182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 157191 members 
Entering Unmasked Estep 
Score: -17231808.000000 Penalty: 3892.745361
	Iteration 49Q: 3 clusters Score -1.723181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -17231810.000000 Penalty: 3892.745361
	Iteration 50Q: 3 clusters Score -1.723181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -17231820.000000 Penalty: 3892.745361
	Iteration 51Q: 3 clusters Score -1.723182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -17231818.000000 Penalty: 3892.745361
	Iteration 52Q: 3 clusters Score -1.723182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -17231816.000000 Penalty: 3892.745361
	Iteration 53Q: 3 clusters Score -1.723182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -17231822.000000 Penalty: 3892.745361
	Iteration 54Q: 3 clusters Score -1.723182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 157245 members 
Entering Unmasked Estep 
Score: -17231822.000000 Penalty: 3892.745361
	Iteration 55Q: 3 clusters Score -1.723182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 157251 members 
Entering Unmasked Estep 
Score: -17231816.000000 Penalty: 3892.745361
	Iteration 56Q: 3 clusters Score -1.723182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -17231808.000000 Penalty: 3892.745361
	Iteration 57Q: 3 clusters Score -1.723181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 157259 members 
Entering Unmasked Estep 
Score: -17231814.000000 Penalty: 3892.745361
	Iteration 58Q: 3 clusters Score -1.723181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 157263 members 
Entering Unmasked Estep 
Score: -17231814.000000 Penalty: 3892.745361
	Iteration 59Q: 3 clusters Score -1.723181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 157264 members 
Entering Unmasked Estep 
Score: -17231812.000000 Penalty: 3892.745361
	Iteration 60F: 3 clusters Score -1.723181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -17231814.000000 Penalty: 3892.745361
	Iteration 61Q: 3 clusters Score -1.723181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -17231816.000000 Penalty: 3892.745361
	Iteration 62Q: 3 clusters Score -1.723182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 157270 members 
Entering Unmasked Estep 
Score: -17231824.000000 Penalty: 3892.745361
	Iteration 63Q: 3 clusters Score -1.723182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 157273 members 
Entering Unmasked Estep 
Score: -17231812.000000 Penalty: 3892.745361
	Iteration 64Q: 3 clusters Score -1.723181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -17231816.000000 Penalty: 3892.745361
	Iteration 65Q: 3 clusters Score -1.723182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -17231816.000000 Penalty: 3892.745361
	Iteration 66F: 3 clusters Score -1.723182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -387169.375000 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -387169.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -384084.843750 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -384084.8 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -384879.531250 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -384879.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -385070.250000 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -385070.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -385227.437500 Penalty: 2659.513428
	Iteration 3F: 3 clusters Score -385227.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -385408.125000 Penalty: 2659.513428
	Iteration 4F: 3 clusters Score -385408.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -385565.687500 Penalty: 2659.513428
	Iteration 5Q: 3 clusters Score -385565.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -385720.000000 Penalty: 2659.513428
	Iteration 6Q: 3 clusters Score -385720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -385836.093750 Penalty: 2659.513428
	Iteration 7Q: 3 clusters Score -385836.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -385933.968750 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -385934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -386005.500000 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -386005.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -386067.312500 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -386067.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -386120.750000 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -386120.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -386181.968750 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -386182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -386248.625000 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -386248.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -386303.468750 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -386303.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -386361.968750 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -386362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -386426.062500 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -386426.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -386491.281250 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -386491.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -386527.031250 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -386527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -386545.062500 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -386545.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -386557.281250 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -386557.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -386562.343750 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -386562.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -386567.187500 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -386567.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -386569.781250 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -386569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -386569.593750 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -386569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -386571.812500 Penalty: 2659.513428
	Iteration 25Q: 3 clusters Score -386571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -386573.375000 Penalty: 2659.513428
	Iteration 26Q: 3 clusters Score -386573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -386574.968750 Penalty: 2659.513428
	Iteration 27Q: 3 clusters Score -386575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -386576.500000 Penalty: 2659.513428
	Iteration 28Q: 3 clusters Score -386576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -386577.687500 Penalty: 2659.513428
	Iteration 29Q: 3 clusters Score -386577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -386577.437500 Penalty: 2659.513428
	Iteration 30Q: 3 clusters Score -386577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -386577.781250 Penalty: 2659.513428
	Iteration 31Q: 3 clusters Score -386577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -386578.656250 Penalty: 2659.513428
	Iteration 32Q: 3 clusters Score -386578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -386578.656250 Penalty: 2659.513428
	Iteration 33F: 3 clusters Score -386578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Entering Unmasked Estep 
Score: -2040072.125000 Penalty: 1595.864380
	Iteration 0F: 2 clusters Score -2040072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2027464.875000 Penalty: 3191.728760
	Iteration 0F: 3 clusters Score -2027465 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2031874.375000 Penalty: 3191.728760
	Iteration 1F: 3 clusters Score -2031874 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2032119.250000 Penalty: 3191.728760
	Iteration 2Q: 3 clusters Score -2032119 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2032352.375000 Penalty: 3191.728760
	Iteration 3Q: 3 clusters Score -2032352 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2032561.625000 Penalty: 3191.728760
	Iteration 4Q: 3 clusters Score -2032562 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2032772.250000 Penalty: 3191.728760
	Iteration 5Q: 3 clusters Score -2032772 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2032996.750000 Penalty: 3191.728760
	Iteration 6Q: 3 clusters Score -2032997 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2033271.500000 Penalty: 3191.728760
	Iteration 7Q: 3 clusters Score -2033272 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2033651.750000 Penalty: 3191.728760
	Iteration 8Q: 3 clusters Score -2033652 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2034145.250000 Penalty: 3191.728760
	Iteration 9Q: 3 clusters Score -2034145 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2034808.250000 Penalty: 3191.728760
	Iteration 10F: 3 clusters Score -2034808 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2035626.875000 Penalty: 3191.728760
	Iteration 11F: 3 clusters Score -2035627 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2036401.250000 Penalty: 3191.728760
	Iteration 12F: 3 clusters Score -2036401 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2037039.125000 Penalty: 3191.728760
	Iteration 13Q: 3 clusters Score -2037039 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2037516.625000 Penalty: 3191.728760
	Iteration 14Q: 3 clusters Score -2037517 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2037840.500000 Penalty: 3191.728760
	Iteration 15Q: 3 clusters Score -2037840 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2038078.250000 Penalty: 3191.728760
	Iteration 16Q: 3 clusters Score -2038078 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2038254.625000 Penalty: 3191.728760
	Iteration 17Q: 3 clusters Score -2038255 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2038370.250000 Penalty: 3191.728760
	Iteration 18Q: 3 clusters Score -2038370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2038449.125000 Penalty: 3191.728760
	Iteration 19Q: 3 clusters Score -2038449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2038506.750000 Penalty: 3191.728760
	Iteration 20F: 3 clusters Score -2038507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2038549.625000 Penalty: 3191.728760
	Iteration 21Q: 3 clusters Score -2038550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2038574.750000 Penalty: 3191.728760
	Iteration 22Q: 3 clusters Score -2038575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2038582.250000 Penalty: 3191.728760
	Iteration 23Q: 3 clusters Score -2038582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2038599.375000 Penalty: 3191.728760
	Iteration 24Q: 3 clusters Score -2038599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2038614.875000 Penalty: 3191.728760
	Iteration 25Q: 3 clusters Score -2038615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2038629.375000 Penalty: 3191.728760
	Iteration 26Q: 3 clusters Score -2038629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2038639.125000 Penalty: 3191.728760
	Iteration 27Q: 3 clusters Score -2038639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2038641.750000 Penalty: 3191.728760
	Iteration 28Q: 3 clusters Score -2038642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2038643.250000 Penalty: 3191.728760
	Iteration 29Q: 3 clusters Score -2038643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2038645.125000 Penalty: 3191.728760
	Iteration 30Q: 3 clusters Score -2038645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2038646.375000 Penalty: 3191.728760
	Iteration 31Q: 3 clusters Score -2038646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2038649.125000 Penalty: 3191.728760
	Iteration 32Q: 3 clusters Score -2038649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2038651.875000 Penalty: 3191.728760
	Iteration 33Q: 3 clusters Score -2038652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2038657.500000 Penalty: 3191.728760
	Iteration 34Q: 3 clusters Score -2038658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2038661.500000 Penalty: 3191.728760
	Iteration 35Q: 3 clusters Score -2038662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2038664.375000 Penalty: 3191.728760
	Iteration 36Q: 3 clusters Score -2038664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2038668.625000 Penalty: 3191.728760
	Iteration 37Q: 3 clusters Score -2038669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2038664.875000 Penalty: 3191.728760
	Iteration 38Q: 3 clusters Score -2038665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2038666.625000 Penalty: 3191.728760
	Iteration 39Q: 3 clusters Score -2038667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2038670.250000 Penalty: 3191.728760
	Iteration 40F: 3 clusters Score -2038670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2038672.375000 Penalty: 3191.728760
	Iteration 41Q: 3 clusters Score -2038672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2038678.750000 Penalty: 3191.728760
	Iteration 42Q: 3 clusters Score -2038679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2038680.250000 Penalty: 3191.728760
	Iteration 43Q: 3 clusters Score -2038680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2038679.750000 Penalty: 3191.728760
	Iteration 44Q: 3 clusters Score -2038680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2038686.000000 Penalty: 3191.728760
	Iteration 45Q: 3 clusters Score -2038686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2038686.750000 Penalty: 3191.728760
	Iteration 46Q: 3 clusters Score -2038687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2038690.875000 Penalty: 3191.728760
	Iteration 47Q: 3 clusters Score -2038691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2038697.375000 Penalty: 3191.728760
	Iteration 48Q: 3 clusters Score -2038697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2038703.500000 Penalty: 3191.728760
	Iteration 49Q: 3 clusters Score -2038704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2038708.625000 Penalty: 3191.728760
	Iteration 50Q: 3 clusters Score -2038709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2038708.500000 Penalty: 3191.728760
	Iteration 51Q: 3 clusters Score -2038708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2038719.375000 Penalty: 3191.728760
	Iteration 52Q: 3 clusters Score -2038719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2038722.000000 Penalty: 3191.728760
	Iteration 53Q: 3 clusters Score -2038722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2038727.500000 Penalty: 3191.728760
	Iteration 54Q: 3 clusters Score -2038728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2038731.000000 Penalty: 3191.728760
	Iteration 55Q: 3 clusters Score -2038731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2038735.125000 Penalty: 3191.728760
	Iteration 56Q: 3 clusters Score -2038735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2038737.000000 Penalty: 3191.728760
	Iteration 57Q: 3 clusters Score -2038737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2038738.750000 Penalty: 3191.728760
	Iteration 58Q: 3 clusters Score -2038739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2038740.125000 Penalty: 3191.728760
	Iteration 59Q: 3 clusters Score -2038740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2038740.125000 Penalty: 3191.728760
	Iteration 60F: 3 clusters Score -2038740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Entering Unmasked Estep 
Score: -5237793.500000 Penalty: 1758.116333
	Iteration 0F: 2 clusters Score -5237794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5204272.500000 Penalty: 3516.232666
	Iteration 0F: 3 clusters Score -5204272 nChanged 23572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5217841.500000 Penalty: 3516.232666
	Iteration 1F: 3 clusters Score -5217842 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5218710.000000 Penalty: 3516.232666
	Iteration 2Q: 3 clusters Score -5218710 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5219966.500000 Penalty: 3516.232666
	Iteration 3F: 3 clusters Score -5219966 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5221841.500000 Penalty: 3516.232666
	Iteration 4F: 3 clusters Score -5221842 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5224306.000000 Penalty: 3516.232666
	Iteration 5F: 3 clusters Score -5224306 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5227135.500000 Penalty: 3516.232666
	Iteration 6F: 3 clusters Score -5227136 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -5229525.000000 Penalty: 3516.232666
	Iteration 7F: 3 clusters Score -5229525 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -5230933.000000 Penalty: 3516.232666
	Iteration 8Q: 3 clusters Score -5230933 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5231802.500000 Penalty: 3516.232666
	Iteration 9Q: 3 clusters Score -5231802 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -5232505.000000 Penalty: 3516.232666
	Iteration 10Q: 3 clusters Score -5232505 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5233217.500000 Penalty: 3516.232666
	Iteration 11Q: 3 clusters Score -5233218 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5233918.500000 Penalty: 3516.232666
	Iteration 12Q: 3 clusters Score -5233918 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5234641.000000 Penalty: 3516.232666
	Iteration 13Q: 3 clusters Score -5234641 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5235262.000000 Penalty: 3516.232666
	Iteration 14Q: 3 clusters Score -5235262 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5235690.000000 Penalty: 3516.232666
	Iteration 15Q: 3 clusters Score -5235690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5235921.000000 Penalty: 3516.232666
	Iteration 16Q: 3 clusters Score -5235921 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5236045.000000 Penalty: 3516.232666
	Iteration 17Q: 3 clusters Score -5236045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5236105.000000 Penalty: 3516.232666
	Iteration 18Q: 3 clusters Score -5236105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5236168.000000 Penalty: 3516.232666
	Iteration 19Q: 3 clusters Score -5236168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5236234.500000 Penalty: 3516.232666
	Iteration 20F: 3 clusters Score -5236234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5236293.000000 Penalty: 3516.232666
	Iteration 21Q: 3 clusters Score -5236293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5236378.500000 Penalty: 3516.232666
	Iteration 22Q: 3 clusters Score -5236378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5236481.500000 Penalty: 3516.232666
	Iteration 23Q: 3 clusters Score -5236482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5236650.500000 Penalty: 3516.232666
	Iteration 24Q: 3 clusters Score -5236650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5236797.500000 Penalty: 3516.232666
	Iteration 25Q: 3 clusters Score -5236798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5236887.500000 Penalty: 3516.232666
	Iteration 26Q: 3 clusters Score -5236888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5236971.000000 Penalty: 3516.232666
	Iteration 27Q: 3 clusters Score -5236971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5237014.000000 Penalty: 3516.232666
	Iteration 28Q: 3 clusters Score -5237014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5237057.000000 Penalty: 3516.232666
	Iteration 29Q: 3 clusters Score -5237057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5237079.000000 Penalty: 3516.232666
	Iteration 30Q: 3 clusters Score -5237079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5237091.500000 Penalty: 3516.232666
	Iteration 31Q: 3 clusters Score -5237092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5237099.500000 Penalty: 3516.232666
	Iteration 32Q: 3 clusters Score -5237100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5237098.000000 Penalty: 3516.232666
	Iteration 33Q: 3 clusters Score -5237098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5237102.500000 Penalty: 3516.232666
	Iteration 34Q: 3 clusters Score -5237102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5237103.000000 Penalty: 3516.232666
	Iteration 35Q: 3 clusters Score -5237103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5237104.500000 Penalty: 3516.232666
	Iteration 36Q: 3 clusters Score -5237104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5237106.000000 Penalty: 3516.232666
	Iteration 37Q: 3 clusters Score -5237106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5237107.000000 Penalty: 3516.232666
	Iteration 38Q: 3 clusters Score -5237107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5237134.000000 Penalty: 3516.232666
	Iteration 39F: 3 clusters Score -5237134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5237145.000000 Penalty: 3516.232666
	Iteration 40F: 3 clusters Score -5237145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5237157.000000 Penalty: 3516.232666
	Iteration 41Q: 3 clusters Score -5237157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5237160.500000 Penalty: 3516.232666
	Iteration 42Q: 3 clusters Score -5237160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5237169.000000 Penalty: 3516.232666
	Iteration 43Q: 3 clusters Score -5237169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5237169.500000 Penalty: 3516.232666
	Iteration 44Q: 3 clusters Score -5237170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5237166.000000 Penalty: 3516.232666
	Iteration 45Q: 3 clusters Score -5237166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5237173.000000 Penalty: 3516.232666
	Iteration 46Q: 3 clusters Score -5237173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5237171.500000 Penalty: 3516.232666
	Iteration 47Q: 3 clusters Score -5237172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5237168.000000 Penalty: 3516.232666
	Iteration 48Q: 3 clusters Score -5237168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5237167.000000 Penalty: 3516.232666
	Iteration 49Q: 3 clusters Score -5237167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5237167.000000 Penalty: 3516.232666
	Iteration 50F: 3 clusters Score -5237167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -264431.593750 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -264431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -262029.656250 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -262029.7 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -262521.218750 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -262521.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -262620.781250 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -262620.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -262683.468750 Penalty: 2545.662354
	Iteration 3Q: 3 clusters Score -262683.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -262735.093750 Penalty: 2545.662354
	Iteration 4Q: 3 clusters Score -262735.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -262783.125000 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -262783.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -262818.531250 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -262818.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -262847.375000 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -262847.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -262864.718750 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -262864.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -262881.781250 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -262881.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -262900.468750 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -262900.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -262912.468750 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -262912.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -262926.781250 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -262926.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -262938.843750 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -262938.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -262952.125000 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -262952.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -262965.156250 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -262965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -262976.781250 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -262976.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -262988.906250 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -262988.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -263003.031250 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -263003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -263015.093750 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -263015.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -263027.125000 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -263027.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -263047.093750 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -263047.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -263070.718750 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -263070.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -263090.468750 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -263090.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -263110.375000 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -263110.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -263131.250000 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -263131.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -263153.812500 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -263153.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -263174.093750 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -263174.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -263189.125000 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -263189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -263199.531250 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -263199.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -263214.437500 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -263214.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -263230.906250 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -263230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -263247.468750 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -263247.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -263266.031250 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -263266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -263284.718750 Penalty: 2545.662354
	Iteration 34Q: 3 clusters Score -263284.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -263302.125000 Penalty: 2545.662354
	Iteration 35Q: 3 clusters Score -263302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -263317.343750 Penalty: 2545.662354
	Iteration 36Q: 3 clusters Score -263317.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -263325.218750 Penalty: 2545.662354
	Iteration 37Q: 3 clusters Score -263325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -263336.500000 Penalty: 2545.662354
	Iteration 38Q: 3 clusters Score -263336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -263345.281250 Penalty: 2545.662354
	Iteration 39Q: 3 clusters Score -263345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -263355.156250 Penalty: 2545.662354
	Iteration 40F: 3 clusters Score -263355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -263361.843750 Penalty: 2545.662354
	Iteration 41Q: 3 clusters Score -263361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -263366.156250 Penalty: 2545.662354
	Iteration 42Q: 3 clusters Score -263366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -263369.468750 Penalty: 2545.662354
	Iteration 43Q: 3 clusters Score -263369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -263370.062500 Penalty: 2545.662354
	Iteration 44Q: 3 clusters Score -263370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -263369.843750 Penalty: 2545.662354
	Iteration 45Q: 3 clusters Score -263369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -263369.843750 Penalty: 2545.662354
	Iteration 46F: 3 clusters Score -263369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Entering Unmasked Estep 
Score: -8271051.000000 Penalty: 1824.632080
	Iteration 0F: 2 clusters Score -8271051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8220815.500000 Penalty: 3649.264160
	Iteration 0F: 3 clusters Score -8220816 nChanged 35655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -8241481.500000 Penalty: 3649.264160
	Iteration 1F: 3 clusters Score -8241482 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -8242760.000000 Penalty: 3649.264160
	Iteration 2Q: 3 clusters Score -8242760 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -8244967.000000 Penalty: 3649.264160
	Iteration 3F: 3 clusters Score -8244967 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -8249040.500000 Penalty: 3649.264160
	Iteration 4F: 3 clusters Score -8249040 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -8255207.500000 Penalty: 3649.264160
	Iteration 5F: 3 clusters Score -8255208 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -8262342.500000 Penalty: 3649.264160
	Iteration 6F: 3 clusters Score -8262342 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8266968.500000 Penalty: 3649.264160
	Iteration 7F: 3 clusters Score -8266968 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8268750.500000 Penalty: 3649.264160
	Iteration 8Q: 3 clusters Score -8268750 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8269274.500000 Penalty: 3649.264160
	Iteration 9Q: 3 clusters Score -8269274 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8269516.000000 Penalty: 3649.264160
	Iteration 10Q: 3 clusters Score -8269516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8269642.000000 Penalty: 3649.264160
	Iteration 11Q: 3 clusters Score -8269642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8269701.500000 Penalty: 3649.264160
	Iteration 12Q: 3 clusters Score -8269702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8269762.000000 Penalty: 3649.264160
	Iteration 13Q: 3 clusters Score -8269762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8269776.000000 Penalty: 3649.264160
	Iteration 14Q: 3 clusters Score -8269776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8269789.500000 Penalty: 3649.264160
	Iteration 15Q: 3 clusters Score -8269790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8269805.000000 Penalty: 3649.264160
	Iteration 16Q: 3 clusters Score -8269805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8269808.000000 Penalty: 3649.264160
	Iteration 17Q: 3 clusters Score -8269808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8269809.500000 Penalty: 3649.264160
	Iteration 18Q: 3 clusters Score -8269810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8269820.000000 Penalty: 3649.264160
	Iteration 19Q: 3 clusters Score -8269820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8269829.000000 Penalty: 3649.264160
	Iteration 20F: 3 clusters Score -8269829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8269826.500000 Penalty: 3649.264160
	Iteration 21Q: 3 clusters Score -8269826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8269833.500000 Penalty: 3649.264160
	Iteration 22Q: 3 clusters Score -8269834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8269843.000000 Penalty: 3649.264160
	Iteration 23Q: 3 clusters Score -8269843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8269837.000000 Penalty: 3649.264160
	Iteration 24Q: 3 clusters Score -8269837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8269837.500000 Penalty: 3649.264160
	Iteration 25Q: 3 clusters Score -8269838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8269836.000000 Penalty: 3649.264160
	Iteration 26Q: 3 clusters Score -8269836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8269837.000000 Penalty: 3649.264160
	Iteration 27Q: 3 clusters Score -8269837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8269839.000000 Penalty: 3649.264160
	Iteration 28Q: 3 clusters Score -8269839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8269840.500000 Penalty: 3649.264160
	Iteration 29Q: 3 clusters Score -8269840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8269847.000000 Penalty: 3649.264160
	Iteration 30Q: 3 clusters Score -8269847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8269850.000000 Penalty: 3649.264160
	Iteration 31Q: 3 clusters Score -8269850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8269850.000000 Penalty: 3649.264160
	Iteration 32Q: 3 clusters Score -8269850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8269850.000000 Penalty: 3649.264160
	Iteration 33F: 3 clusters Score -8269850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Entering Unmasked Estep 
Score: -300319.593750 Penalty: 1299.565674
	Iteration 0F: 2 clusters Score -300319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -297589.000000 Penalty: 2599.131348
	Iteration 0F: 3 clusters Score -297589 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -298222.343750 Penalty: 2599.131348
	Iteration 1F: 3 clusters Score -298222.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -298419.875000 Penalty: 2599.131348
	Iteration 2F: 3 clusters Score -298419.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -298557.062500 Penalty: 2599.131348
	Iteration 3F: 3 clusters Score -298557.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298667.437500 Penalty: 2599.131348
	Iteration 4Q: 3 clusters Score -298667.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -298792.781250 Penalty: 2599.131348
	Iteration 5Q: 3 clusters Score -298792.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -298921.281250 Penalty: 2599.131348
	Iteration 6Q: 3 clusters Score -298921.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -299083.656250 Penalty: 2599.131348
	Iteration 7Q: 3 clusters Score -299083.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -299246.687500 Penalty: 2599.131348
	Iteration 8Q: 3 clusters Score -299246.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -299323.031250 Penalty: 2599.131348
	Iteration 9Q: 3 clusters Score -299323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -299356.093750 Penalty: 2599.131348
	Iteration 10Q: 3 clusters Score -299356.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -299375.781250 Penalty: 2599.131348
	Iteration 11Q: 3 clusters Score -299375.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -299383.250000 Penalty: 2599.131348
	Iteration 12Q: 3 clusters Score -299383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -299388.593750 Penalty: 2599.131348
	Iteration 13Q: 3 clusters Score -299388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -299392.156250 Penalty: 2599.131348
	Iteration 14Q: 3 clusters Score -299392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -299393.531250 Penalty: 2599.131348
	Iteration 15Q: 3 clusters Score -299393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -299393.531250 Penalty: 2599.131348
	Iteration 16F: 3 clusters Score -299393.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -164500.843750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -164500.8 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 761 members 
Entering Unmasked Estep 
Score: -162725.203125 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -162725.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -163086.140625 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -163086.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163191.515625 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -163191.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -163240.843750 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -163240.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163267.203125 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -163267.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163281.515625 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -163281.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -163287.234375 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -163287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163289.671875 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -163289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163293.218750 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -163293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -163298.859375 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -163298.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163303.812500 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -163303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163306.500000 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -163306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -163308.687500 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -163308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163310.093750 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -163310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163311.265625 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -163311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163311.781250 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -163311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163313.375000 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -163313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163314.140625 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -163314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163314.609375 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -163314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163314.609375 Penalty: 2378.093994
	Iteration 19F: 3 clusters Score -163314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -592435.750000 Penalty: 1395.584351
	Iteration 0F: 2 clusters Score -592435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -588215.937500 Penalty: 2791.168701
	Iteration 0F: 3 clusters Score -588215.9 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -589374.062500 Penalty: 2791.168701
	Iteration 1F: 3 clusters Score -589374.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -589557.687500 Penalty: 2791.168701
	Iteration 2F: 3 clusters Score -589557.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -589694.250000 Penalty: 2791.168701
	Iteration 3F: 3 clusters Score -589694.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -589784.000000 Penalty: 2791.168701
	Iteration 4Q: 3 clusters Score -589784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -589860.812500 Penalty: 2791.168701
	Iteration 5Q: 3 clusters Score -589860.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -589925.500000 Penalty: 2791.168701
	Iteration 6Q: 3 clusters Score -589925.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -589987.750000 Penalty: 2791.168701
	Iteration 7Q: 3 clusters Score -589987.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -590057.562500 Penalty: 2791.168701
	Iteration 8Q: 3 clusters Score -590057.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -590140.937500 Penalty: 2791.168701
	Iteration 9Q: 3 clusters Score -590140.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -590237.875000 Penalty: 2791.168701
	Iteration 10Q: 3 clusters Score -590237.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -590350.812500 Penalty: 2791.168701
	Iteration 11Q: 3 clusters Score -590350.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -590453.937500 Penalty: 2791.168701
	Iteration 12Q: 3 clusters Score -590453.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -590569.750000 Penalty: 2791.168701
	Iteration 13Q: 3 clusters Score -590569.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -590707.250000 Penalty: 2791.168701
	Iteration 14Q: 3 clusters Score -590707.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -590853.750000 Penalty: 2791.168701
	Iteration 15Q: 3 clusters Score -590853.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -590981.562500 Penalty: 2791.168701
	Iteration 16Q: 3 clusters Score -590981.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -591083.875000 Penalty: 2791.168701
	Iteration 17Q: 3 clusters Score -591083.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -591137.250000 Penalty: 2791.168701
	Iteration 18Q: 3 clusters Score -591137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -591173.250000 Penalty: 2791.168701
	Iteration 19Q: 3 clusters Score -591173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -591201.062500 Penalty: 2791.168701
	Iteration 20F: 3 clusters Score -591201.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -591223.000000 Penalty: 2791.168701
	Iteration 21Q: 3 clusters Score -591223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -591239.062500 Penalty: 2791.168701
	Iteration 22Q: 3 clusters Score -591239.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -591251.375000 Penalty: 2791.168701
	Iteration 23Q: 3 clusters Score -591251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -591258.312500 Penalty: 2791.168701
	Iteration 24Q: 3 clusters Score -591258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -591259.187500 Penalty: 2791.168701
	Iteration 25Q: 3 clusters Score -591259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -591261.312500 Penalty: 2791.168701
	Iteration 26Q: 3 clusters Score -591261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -591263.437500 Penalty: 2791.168701
	Iteration 27Q: 3 clusters Score -591263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -591268.000000 Penalty: 2791.168701
	Iteration 28Q: 3 clusters Score -591268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -591269.437500 Penalty: 2791.168701
	Iteration 29Q: 3 clusters Score -591269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -591272.750000 Penalty: 2791.168701
	Iteration 30Q: 3 clusters Score -591272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -591276.000000 Penalty: 2791.168701
	Iteration 31Q: 3 clusters Score -591276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -591275.875000 Penalty: 2791.168701
	Iteration 32Q: 3 clusters Score -591275.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -591275.875000 Penalty: 2791.168701
	Iteration 33F: 3 clusters Score -591275.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Entering Unmasked Estep 
Score: -3512787.000000 Penalty: 1685.433105
	Iteration 0F: 2 clusters Score -3512787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3491290.000000 Penalty: 3370.866211
	Iteration 0F: 3 clusters Score -3491290 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3499383.500000 Penalty: 3370.866211
	Iteration 1F: 3 clusters Score -3499384 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3499898.250000 Penalty: 3370.866211
	Iteration 2Q: 3 clusters Score -3499898 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3500584.750000 Penalty: 3370.866211
	Iteration 3Q: 3 clusters Score -3500585 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3501624.500000 Penalty: 3370.866211
	Iteration 4F: 3 clusters Score -3501624 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3503255.500000 Penalty: 3370.866211
	Iteration 5F: 3 clusters Score -3503256 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3505390.500000 Penalty: 3370.866211
	Iteration 6F: 3 clusters Score -3505390 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3507535.500000 Penalty: 3370.866211
	Iteration 7F: 3 clusters Score -3507536 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3509236.500000 Penalty: 3370.866211
	Iteration 8Q: 3 clusters Score -3509236 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3510271.750000 Penalty: 3370.866211
	Iteration 9Q: 3 clusters Score -3510272 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3510704.500000 Penalty: 3370.866211
	Iteration 10Q: 3 clusters Score -3510704 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3510864.000000 Penalty: 3370.866211
	Iteration 11Q: 3 clusters Score -3510864 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3510922.250000 Penalty: 3370.866211
	Iteration 12Q: 3 clusters Score -3510922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3510965.750000 Penalty: 3370.866211
	Iteration 13Q: 3 clusters Score -3510966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3510995.500000 Penalty: 3370.866211
	Iteration 14Q: 3 clusters Score -3510996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3511017.500000 Penalty: 3370.866211
	Iteration 15Q: 3 clusters Score -3511018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3511041.000000 Penalty: 3370.866211
	Iteration 16Q: 3 clusters Score -3511041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3511055.250000 Penalty: 3370.866211
	Iteration 17Q: 3 clusters Score -3511055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3511062.250000 Penalty: 3370.866211
	Iteration 18Q: 3 clusters Score -3511062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3511079.000000 Penalty: 3370.866211
	Iteration 19Q: 3 clusters Score -3511079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -3511093.000000 Penalty: 3370.866211
	Iteration 20F: 3 clusters Score -3511093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3511110.500000 Penalty: 3370.866211
	Iteration 21Q: 3 clusters Score -3511110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3511114.750000 Penalty: 3370.866211
	Iteration 22Q: 3 clusters Score -3511115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3511122.000000 Penalty: 3370.866211
	Iteration 23Q: 3 clusters Score -3511122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3511123.000000 Penalty: 3370.866211
	Iteration 24Q: 3 clusters Score -3511123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3511130.000000 Penalty: 3370.866211
	Iteration 25Q: 3 clusters Score -3511130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3511135.500000 Penalty: 3370.866211
	Iteration 26Q: 3 clusters Score -3511136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3511129.250000 Penalty: 3370.866211
	Iteration 27Q: 3 clusters Score -3511129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3511132.000000 Penalty: 3370.866211
	Iteration 28Q: 3 clusters Score -3511132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3511136.000000 Penalty: 3370.866211
	Iteration 29Q: 3 clusters Score -3511136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3511137.500000 Penalty: 3370.866211
	Iteration 30Q: 3 clusters Score -3511138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3511136.250000 Penalty: 3370.866211
	Iteration 31Q: 3 clusters Score -3511136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3511141.750000 Penalty: 3370.866211
	Iteration 32Q: 3 clusters Score -3511142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3511139.500000 Penalty: 3370.866211
	Iteration 33Q: 3 clusters Score -3511140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3511142.750000 Penalty: 3370.866211
	Iteration 34Q: 3 clusters Score -3511143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -3511140.000000 Penalty: 3370.866211
	Iteration 35Q: 3 clusters Score -3511140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3511146.750000 Penalty: 3370.866211
	Iteration 36Q: 3 clusters Score -3511147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3511143.250000 Penalty: 3370.866211
	Iteration 37Q: 3 clusters Score -3511143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3511148.000000 Penalty: 3370.866211
	Iteration 38Q: 3 clusters Score -3511148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3511143.500000 Penalty: 3370.866211
	Iteration 39Q: 3 clusters Score -3511144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3511145.500000 Penalty: 3370.866211
	Iteration 40F: 3 clusters Score -3511146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3511149.000000 Penalty: 3370.866211
	Iteration 41Q: 3 clusters Score -3511149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3511148.500000 Penalty: 3370.866211
	Iteration 42Q: 3 clusters Score -3511148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3511150.750000 Penalty: 3370.866211
	Iteration 43Q: 3 clusters Score -3511151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3511149.250000 Penalty: 3370.866211
	Iteration 44Q: 3 clusters Score -3511149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3511149.000000 Penalty: 3370.866211
	Iteration 45Q: 3 clusters Score -3511149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3511150.500000 Penalty: 3370.866211
	Iteration 46Q: 3 clusters Score -3511150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3511150.500000 Penalty: 3370.866211
	Iteration 47F: 3 clusters Score -3511150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117338.335938 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -117338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115836.398438 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -115836.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116096.203125 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -116096.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116161.507812 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -116161.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -116192.437500 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -116192.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -116211.984375 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -116212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116227.414062 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -116227.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -116244.101562 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -116244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -116252.421875 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -116252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -116256.289062 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -116256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -116259.992188 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -116260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116265.539062 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -116265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116267.195312 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -116267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116271.539062 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -116271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116276.023438 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -116276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -116285.484375 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -116285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -116292.578125 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -116292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -116295.421875 Penalty: 2267.616455
	Iteration 16Q: 3 clusters Score -116295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -116299.210938 Penalty: 2267.616455
	Iteration 17Q: 3 clusters Score -116299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -116302.539062 Penalty: 2267.616455
	Iteration 18Q: 3 clusters Score -116302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116305.062500 Penalty: 2267.616455
	Iteration 19Q: 3 clusters Score -116305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116308.000000 Penalty: 2267.616455
	Iteration 20F: 3 clusters Score -116308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Entering Unmasked Estep 
Score: -4069485.000000 Penalty: 1708.985352
	Iteration 0F: 2 clusters Score -4069485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4044615.500000 Penalty: 3417.970703
	Iteration 0F: 3 clusters Score -4044616 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4054157.000000 Penalty: 3417.970703
	Iteration 1F: 3 clusters Score -4054157 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4054519.000000 Penalty: 3417.970703
	Iteration 2Q: 3 clusters Score -4054519 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4054914.000000 Penalty: 3417.970703
	Iteration 3Q: 3 clusters Score -4054914 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4055432.750000 Penalty: 3417.970703
	Iteration 4Q: 3 clusters Score -4055433 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4056267.500000 Penalty: 3417.970703
	Iteration 5Q: 3 clusters Score -4056268 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4057608.500000 Penalty: 3417.970703
	Iteration 6F: 3 clusters Score -4057608 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4059686.250000 Penalty: 3417.970703
	Iteration 7F: 3 clusters Score -4059686 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -4062413.500000 Penalty: 3417.970703
	Iteration 8F: 3 clusters Score -4062414 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4064998.250000 Penalty: 3417.970703
	Iteration 9F: 3 clusters Score -4064998 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4066654.750000 Penalty: 3417.970703
	Iteration 10Q: 3 clusters Score -4066655 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4067426.000000 Penalty: 3417.970703
	Iteration 11Q: 3 clusters Score -4067426 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4067715.750000 Penalty: 3417.970703
	Iteration 12Q: 3 clusters Score -4067716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4067837.250000 Penalty: 3417.970703
	Iteration 13Q: 3 clusters Score -4067837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4067894.500000 Penalty: 3417.970703
	Iteration 14Q: 3 clusters Score -4067894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4067918.250000 Penalty: 3417.970703
	Iteration 15Q: 3 clusters Score -4067918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4067927.000000 Penalty: 3417.970703
	Iteration 16Q: 3 clusters Score -4067927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4067930.750000 Penalty: 3417.970703
	Iteration 17Q: 3 clusters Score -4067931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4067932.500000 Penalty: 3417.970703
	Iteration 18Q: 3 clusters Score -4067932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4067935.250000 Penalty: 3417.970703
	Iteration 19Q: 3 clusters Score -4067935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4067939.750000 Penalty: 3417.970703
	Iteration 20F: 3 clusters Score -4067940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4067942.000000 Penalty: 3417.970703
	Iteration 21Q: 3 clusters Score -4067942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4067942.000000 Penalty: 3417.970703
	Iteration 22F: 3 clusters Score -4067942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -35406.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34443.511719 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -34443.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34602.675781 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -34602.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34645.882812 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -34645.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34681.414062 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -34681.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34696.296875 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -34696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34729.667969 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -34729.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34743.316406 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -34743.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34747.601562 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -34747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34749.089844 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -34749.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34750.250000 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -34750.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34750.250000 Penalty: 1949.654419
	Iteration 10F: 3 clusters Score -34750.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Entering Unmasked Estep 
Score: -3543234.250000 Penalty: 1686.553345
	Iteration 0F: 2 clusters Score -3543234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3521648.500000 Penalty: 3373.106689
	Iteration 0F: 3 clusters Score -3521648 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3529689.000000 Penalty: 3373.106689
	Iteration 1F: 3 clusters Score -3529689 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3529996.750000 Penalty: 3373.106689
	Iteration 2Q: 3 clusters Score -3529997 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3530275.750000 Penalty: 3373.106689
	Iteration 3Q: 3 clusters Score -3530276 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3530514.000000 Penalty: 3373.106689
	Iteration 4Q: 3 clusters Score -3530514 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3530827.750000 Penalty: 3373.106689
	Iteration 5Q: 3 clusters Score -3530828 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3531177.000000 Penalty: 3373.106689
	Iteration 6Q: 3 clusters Score -3531177 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3531677.750000 Penalty: 3373.106689
	Iteration 7Q: 3 clusters Score -3531678 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3532433.000000 Penalty: 3373.106689
	Iteration 8Q: 3 clusters Score -3532433 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3533552.250000 Penalty: 3373.106689
	Iteration 9F: 3 clusters Score -3533552 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3535066.000000 Penalty: 3373.106689
	Iteration 10F: 3 clusters Score -3535066 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3536791.250000 Penalty: 3373.106689
	Iteration 11F: 3 clusters Score -3536791 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3538376.500000 Penalty: 3373.106689
	Iteration 12F: 3 clusters Score -3538376 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3539657.250000 Penalty: 3373.106689
	Iteration 13Q: 3 clusters Score -3539657 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3540399.750000 Penalty: 3373.106689
	Iteration 14Q: 3 clusters Score -3540400 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3540900.250000 Penalty: 3373.106689
	Iteration 15Q: 3 clusters Score -3540900 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3541251.750000 Penalty: 3373.106689
	Iteration 16Q: 3 clusters Score -3541252 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -3541472.250000 Penalty: 3373.106689
	Iteration 17Q: 3 clusters Score -3541472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3541595.500000 Penalty: 3373.106689
	Iteration 18Q: 3 clusters Score -3541596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3541668.250000 Penalty: 3373.106689
	Iteration 19Q: 3 clusters Score -3541668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3541714.250000 Penalty: 3373.106689
	Iteration 20F: 3 clusters Score -3541714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3541743.000000 Penalty: 3373.106689
	Iteration 21Q: 3 clusters Score -3541743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3541778.750000 Penalty: 3373.106689
	Iteration 22Q: 3 clusters Score -3541779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3541804.750000 Penalty: 3373.106689
	Iteration 23Q: 3 clusters Score -3541805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3541817.000000 Penalty: 3373.106689
	Iteration 24Q: 3 clusters Score -3541817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -3541819.500000 Penalty: 3373.106689
	Iteration 25Q: 3 clusters Score -3541820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3541829.750000 Penalty: 3373.106689
	Iteration 26Q: 3 clusters Score -3541830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3541834.000000 Penalty: 3373.106689
	Iteration 27Q: 3 clusters Score -3541834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3541836.000000 Penalty: 3373.106689
	Iteration 28Q: 3 clusters Score -3541836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3541842.250000 Penalty: 3373.106689
	Iteration 29Q: 3 clusters Score -3541842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3541851.250000 Penalty: 3373.106689
	Iteration 30Q: 3 clusters Score -3541851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -3541850.500000 Penalty: 3373.106689
	Iteration 31Q: 3 clusters Score -3541850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3541854.750000 Penalty: 3373.106689
	Iteration 32Q: 3 clusters Score -3541855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -3541854.750000 Penalty: 3373.106689
	Iteration 33Q: 3 clusters Score -3541855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3541857.250000 Penalty: 3373.106689
	Iteration 34Q: 3 clusters Score -3541857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -3541857.000000 Penalty: 3373.106689
	Iteration 35Q: 3 clusters Score -3541857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3541856.750000 Penalty: 3373.106689
	Iteration 36Q: 3 clusters Score -3541857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3541858.500000 Penalty: 3373.106689
	Iteration 37Q: 3 clusters Score -3541858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3541859.750000 Penalty: 3373.106689
	Iteration 38Q: 3 clusters Score -3541860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3541859.750000 Penalty: 3373.106689
	Iteration 39F: 3 clusters Score -3541860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Entering Unmasked Estep 
Score: -13799840.000000 Penalty: 1908.060059
	Iteration 0F: 2 clusters Score -1.379984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -13715786.000000 Penalty: 3816.120117
	Iteration 0F: 3 clusters Score -1.371579e+07 nChanged 60406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -13750666.000000 Penalty: 3816.120117
	Iteration 1F: 3 clusters Score -1.375067e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -13751117.000000 Penalty: 3816.120117
	Iteration 2Q: 3 clusters Score -1.375112e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -13751480.000000 Penalty: 3816.120117
	Iteration 3Q: 3 clusters Score -1.375148e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -13751934.000000 Penalty: 3816.120117
	Iteration 4Q: 3 clusters Score -1.375193e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -13752479.000000 Penalty: 3816.120117
	Iteration 5Q: 3 clusters Score -1.375248e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -13753187.000000 Penalty: 3816.120117
	Iteration 6Q: 3 clusters Score -1.375319e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -13754124.000000 Penalty: 3816.120117
	Iteration 7Q: 3 clusters Score -1.375412e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -13755459.000000 Penalty: 3816.120117
	Iteration 8Q: 3 clusters Score -1.375546e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -13757248.000000 Penalty: 3816.120117
	Iteration 9Q: 3 clusters Score -1.375725e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -13759920.000000 Penalty: 3816.120117
	Iteration 10Q: 3 clusters Score -1.375992e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -13763812.000000 Penalty: 3816.120117
	Iteration 11F: 3 clusters Score -1.376381e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -13768536.000000 Penalty: 3816.120117
	Iteration 12F: 3 clusters Score -1.376854e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -13773654.000000 Penalty: 3816.120117
	Iteration 13F: 3 clusters Score -1.377365e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -13778005.000000 Penalty: 3816.120117
	Iteration 14F: 3 clusters Score -1.3778e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -13780684.000000 Penalty: 3816.120117
	Iteration 15Q: 3 clusters Score -1.378068e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -13782422.000000 Penalty: 3816.120117
	Iteration 16Q: 3 clusters Score -1.378242e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -13783843.000000 Penalty: 3816.120117
	Iteration 17Q: 3 clusters Score -1.378384e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -13785175.000000 Penalty: 3816.120117
	Iteration 18Q: 3 clusters Score -1.378518e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -13786623.000000 Penalty: 3816.120117
	Iteration 19Q: 3 clusters Score -1.378662e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -13788124.000000 Penalty: 3816.120117
	Iteration 20F: 3 clusters Score -1.378812e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -13789821.000000 Penalty: 3816.120117
	Iteration 21Q: 3 clusters Score -1.378982e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -13791476.000000 Penalty: 3816.120117
	Iteration 22Q: 3 clusters Score -1.379148e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -13793172.000000 Penalty: 3816.120117
	Iteration 23Q: 3 clusters Score -1.379317e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -13794611.000000 Penalty: 3816.120117
	Iteration 24Q: 3 clusters Score -1.379461e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -13795766.000000 Penalty: 3816.120117
	Iteration 25Q: 3 clusters Score -1.379577e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
Score: -13796578.000000 Penalty: 3816.120117
	Iteration 26Q: 3 clusters Score -1.379658e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -13796964.000000 Penalty: 3816.120117
	Iteration 27Q: 3 clusters Score -1.379696e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 117672 members 
Entering Unmasked Estep 
Score: -13797278.000000 Penalty: 3816.120117
	Iteration 28Q: 3 clusters Score -1.379728e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -13797439.000000 Penalty: 3816.120117
	Iteration 29Q: 3 clusters Score -1.379744e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -13797522.000000 Penalty: 3816.120117
	Iteration 30Q: 3 clusters Score -1.379752e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -13797618.000000 Penalty: 3816.120117
	Iteration 31Q: 3 clusters Score -1.379762e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 119418 members 
Entering Unmasked Estep 
Score: -13797791.000000 Penalty: 3816.120117
	Iteration 32Q: 3 clusters Score -1.379779e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -13797866.000000 Penalty: 3816.120117
	Iteration 33Q: 3 clusters Score -1.379787e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 120024 members 
Entering Unmasked Estep 
Score: -13797956.000000 Penalty: 3816.120117
	Iteration 34Q: 3 clusters Score -1.379796e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 120318 members 
Entering Unmasked Estep 
Score: -13798029.000000 Penalty: 3816.120117
	Iteration 35Q: 3 clusters Score -1.379803e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 120622 members 
Entering Unmasked Estep 
Score: -13798104.000000 Penalty: 3816.120117
	Iteration 36Q: 3 clusters Score -1.37981e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -13798177.000000 Penalty: 3816.120117
	Iteration 37Q: 3 clusters Score -1.379818e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -13798168.000000 Penalty: 3816.120117
	Iteration 38Q: 3 clusters Score -1.379817e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -13798211.000000 Penalty: 3816.120117
	Iteration 39Q: 3 clusters Score -1.379821e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 121578 members 
Entering Unmasked Estep 
Score: -13798223.000000 Penalty: 3816.120117
	Iteration 40F: 3 clusters Score -1.379822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -13798262.000000 Penalty: 3816.120117
	Iteration 41Q: 3 clusters Score -1.379826e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -13798350.000000 Penalty: 3816.120117
	Iteration 42Q: 3 clusters Score -1.379835e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -13798369.000000 Penalty: 3816.120117
	Iteration 43Q: 3 clusters Score -1.379837e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -13798424.000000 Penalty: 3816.120117
	Iteration 44Q: 3 clusters Score -1.379842e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 122418 members 
Entering Unmasked Estep 
Score: -13798475.000000 Penalty: 3816.120117
	Iteration 45Q: 3 clusters Score -1.379848e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -13798492.000000 Penalty: 3816.120117
	Iteration 46Q: 3 clusters Score -1.379849e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -13798509.000000 Penalty: 3816.120117
	Iteration 47Q: 3 clusters Score -1.379851e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -13798538.000000 Penalty: 3816.120117
	Iteration 48Q: 3 clusters Score -1.379854e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -13798583.000000 Penalty: 3816.120117
	Iteration 49Q: 3 clusters Score -1.379858e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -13798584.000000 Penalty: 3816.120117
	Iteration 50Q: 3 clusters Score -1.379858e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -13798586.000000 Penalty: 3816.120117
	Iteration 51Q: 3 clusters Score -1.379859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -13798567.000000 Penalty: 3816.120117
	Iteration 52Q: 3 clusters Score -1.379857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -13798588.000000 Penalty: 3816.120117
	Iteration 53Q: 3 clusters Score -1.379859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -13798635.000000 Penalty: 3816.120117
	Iteration 54Q: 3 clusters Score -1.379864e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -13798617.000000 Penalty: 3816.120117
	Iteration 55Q: 3 clusters Score -1.379862e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -13798609.000000 Penalty: 3816.120117
	Iteration 56Q: 3 clusters Score -1.379861e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -13798605.000000 Penalty: 3816.120117
	Iteration 57Q: 3 clusters Score -1.37986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 123422 members 
Entering Unmasked Estep 
Score: -13798610.000000 Penalty: 3816.120117
	Iteration 58Q: 3 clusters Score -1.379861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 123456 members 
Entering Unmasked Estep 
Score: -13798630.000000 Penalty: 3816.120117
	Iteration 59Q: 3 clusters Score -1.379863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -13798646.000000 Penalty: 3816.120117
	Iteration 60F: 3 clusters Score -1.379865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -13798652.000000 Penalty: 3816.120117
	Iteration 61Q: 3 clusters Score -1.379865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -13798648.000000 Penalty: 3816.120117
	Iteration 62Q: 3 clusters Score -1.379865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -13798652.000000 Penalty: 3816.120117
	Iteration 63Q: 3 clusters Score -1.379865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -13798646.000000 Penalty: 3816.120117
	Iteration 64Q: 3 clusters Score -1.379865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -13798646.000000 Penalty: 3816.120117
	Iteration 65Q: 3 clusters Score -1.379865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -13798652.000000 Penalty: 3816.120117
	Iteration 66Q: 3 clusters Score -1.379865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -13798664.000000 Penalty: 3816.120117
	Iteration 67Q: 3 clusters Score -1.379866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -13798666.000000 Penalty: 3816.120117
	Iteration 68Q: 3 clusters Score -1.379867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -13798668.000000 Penalty: 3816.120117
	Iteration 69Q: 3 clusters Score -1.379867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -13798647.000000 Penalty: 3816.120117
	Iteration 70Q: 3 clusters Score -1.379865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 123681 members 
Entering Unmasked Estep 
Score: -13798677.000000 Penalty: 3816.120117
	Iteration 71Q: 3 clusters Score -1.379868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 123684 members 
Entering Unmasked Estep 
Score: -13798666.000000 Penalty: 3816.120117
	Iteration 72Q: 3 clusters Score -1.379867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -13798678.000000 Penalty: 3816.120117
	Iteration 73Q: 3 clusters Score -1.379868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 123693 members 
Entering Unmasked Estep 
Score: -13798669.000000 Penalty: 3816.120117
	Iteration 74Q: 3 clusters Score -1.379867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -13798662.000000 Penalty: 3816.120117
	Iteration 75Q: 3 clusters Score -1.379866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -13798662.000000 Penalty: 3816.120117
	Iteration 76F: 3 clusters Score -1.379866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20007.404297 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -20007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19252.294922 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -19252.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19307.513672 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -19307.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19318.984375 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -19318.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19318.984375 Penalty: 1701.843628
	Iteration 3F: 3 clusters Score -19318.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 126676 members 
Mstep: Class 7 contains 159162 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18411 members 
Mstep: Class 10 contains 49970 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75245 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31949 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864336.000000 Penalty: 49124.660156
Iteration 479Q: 23 clusters Score -9.886434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184930 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50264 members 
Mstep: Class 6 contains 126674 members 
Mstep: Class 7 contains 159159 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18412 members 
Mstep: Class 10 contains 49970 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75246 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31951 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864344.000000 Penalty: 49124.660156
Iteration 480F: 23 clusters Score -9.886434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126675 members 
Mstep: Class 7 contains 159157 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 49970 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75247 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32169 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864360.000000 Penalty: 49124.660156
Iteration 481Q: 23 clusters Score -9.886436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126675 members 
Mstep: Class 7 contains 159152 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18417 members 
Mstep: Class 10 contains 49971 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75248 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864328.000000 Penalty: 49124.660156
Iteration 482Q: 23 clusters Score -9.886433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 126676 members 
Mstep: Class 7 contains 159145 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18417 members 
Mstep: Class 10 contains 49972 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75251 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864296.000000 Penalty: 49124.660156
Iteration 483Q: 23 clusters Score -9.88643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159148 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 49972 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75251 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864320.000000 Penalty: 49124.660156
Iteration 484Q: 23 clusters Score -9.886432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184925 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159150 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49972 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75251 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864368.000000 Penalty: 49124.660156
Iteration 485Q: 23 clusters Score -9.886437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184924 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 159150 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49971 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75252 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864328.000000 Penalty: 49124.660156
Iteration 486Q: 23 clusters Score -9.886433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184924 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 159149 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49971 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75252 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864360.000000 Penalty: 49124.660156
Iteration 487Q: 23 clusters Score -9.886436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184922 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 159148 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49971 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75253 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32169 members 
Mstep: Class 23 contains 125731 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864352.000000 Penalty: 49124.660156
Iteration 488Q: 23 clusters Score -9.886435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184923 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 159143 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49970 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75254 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864296.000000 Penalty: 49124.660156
Iteration 489Q: 23 clusters Score -9.88643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184922 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126678 members 
Mstep: Class 7 contains 159144 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49969 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75255 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125732 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864328.000000 Penalty: 49124.660156
Iteration 490Q: 23 clusters Score -9.886433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184923 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126676 members 
Mstep: Class 7 contains 159144 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75255 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864296.000000 Penalty: 49124.660156
Iteration 491Q: 23 clusters Score -9.88643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159143 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75255 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31956 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864304.000000 Penalty: 49124.660156
Iteration 492Q: 23 clusters Score -9.88643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159143 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75255 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864304.000000 Penalty: 49124.660156
Iteration 493Q: 23 clusters Score -9.88643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 126677 members 
Mstep: Class 7 contains 159143 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 49968 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 75255 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 36932 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 32170 members 
Mstep: Class 23 contains 125733 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98864304.000000 Penalty: 49124.660156
Iteration 494F: 23 clusters Score -9.88643e+07 nChanged 0
Entering ConstructFrom: 
Score: -98864304.000000 Penalty: 49124.660156
Entering ConstructFrom: 
Trying to split cluster 1 (184921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Entering Unmasked Estep 
Score: -19918464.000000 Penalty: 1970.748535
	Iteration 0F: 2 clusters Score -1.991846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -19804934.000000 Penalty: 3941.497070
	Iteration 0F: 3 clusters Score -1.980493e+07 nChanged 89279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -19857006.000000 Penalty: 3941.497070
	Iteration 1F: 3 clusters Score -1.985701e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -19857774.000000 Penalty: 3941.497070
	Iteration 2Q: 3 clusters Score -1.985777e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -19858700.000000 Penalty: 3941.497070
	Iteration 3Q: 3 clusters Score -1.98587e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -19859552.000000 Penalty: 3941.497070
	Iteration 4Q: 3 clusters Score -1.985955e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -19860758.000000 Penalty: 3941.497070
	Iteration 5Q: 3 clusters Score -1.986076e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -19862380.000000 Penalty: 3941.497070
	Iteration 6Q: 3 clusters Score -1.986238e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -19865568.000000 Penalty: 3941.497070
	Iteration 7Q: 3 clusters Score -1.986557e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -19870966.000000 Penalty: 3941.497070
	Iteration 8Q: 3 clusters Score -1.987097e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -19879708.000000 Penalty: 3941.497070
	Iteration 9F: 3 clusters Score -1.987971e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -19888844.000000 Penalty: 3941.497070
	Iteration 10F: 3 clusters Score -1.988884e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -19893852.000000 Penalty: 3941.497070
	Iteration 11F: 3 clusters Score -1.989385e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -19895266.000000 Penalty: 3941.497070
	Iteration 12Q: 3 clusters Score -1.989527e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -19895938.000000 Penalty: 3941.497070
	Iteration 13Q: 3 clusters Score -1.989594e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -19896470.000000 Penalty: 3941.497070
	Iteration 14Q: 3 clusters Score -1.989647e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -19897050.000000 Penalty: 3941.497070
	Iteration 15Q: 3 clusters Score -1.989705e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -19897518.000000 Penalty: 3941.497070
	Iteration 16Q: 3 clusters Score -1.989752e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -19897992.000000 Penalty: 3941.497070
	Iteration 17Q: 3 clusters Score -1.989799e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -19898456.000000 Penalty: 3941.497070
	Iteration 18Q: 3 clusters Score -1.989846e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -19899206.000000 Penalty: 3941.497070
	Iteration 19Q: 3 clusters Score -1.989921e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -19899804.000000 Penalty: 3941.497070
	Iteration 20F: 3 clusters Score -1.98998e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -19900642.000000 Penalty: 3941.497070
	Iteration 21Q: 3 clusters Score -1.990064e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -19901478.000000 Penalty: 3941.497070
	Iteration 22Q: 3 clusters Score -1.990148e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -19902452.000000 Penalty: 3941.497070
	Iteration 23Q: 3 clusters Score -1.990245e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -19903600.000000 Penalty: 3941.497070
	Iteration 24Q: 3 clusters Score -1.99036e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -19904880.000000 Penalty: 3941.497070
	Iteration 25Q: 3 clusters Score -1.990488e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 130606 members 
Entering Unmasked Estep 
Score: -19906328.000000 Penalty: 3941.497070
	Iteration 26Q: 3 clusters Score -1.990633e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -19907824.000000 Penalty: 3941.497070
	Iteration 27Q: 3 clusters Score -1.990782e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -19909466.000000 Penalty: 3941.497070
	Iteration 28Q: 3 clusters Score -1.990947e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 140692 members 
Entering Unmasked Estep 
Score: -19911670.000000 Penalty: 3941.497070
	Iteration 29Q: 3 clusters Score -1.991167e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -19913976.000000 Penalty: 3941.497070
	Iteration 30Q: 3 clusters Score -1.991398e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -19916206.000000 Penalty: 3941.497070
	Iteration 31Q: 3 clusters Score -1.991621e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 152956 members 
Entering Unmasked Estep 
Score: -19917876.000000 Penalty: 3941.497070
	Iteration 32Q: 3 clusters Score -1.991788e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -19918840.000000 Penalty: 3941.497070
	Iteration 33Q: 3 clusters Score -1.991884e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 159968 members 
Entering Unmasked Estep 
Score: -19919488.000000 Penalty: 3941.497070
	Iteration 34Q: 3 clusters Score -1.991949e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -19919668.000000 Penalty: 3941.497070
	Iteration 35Q: 3 clusters Score -1.991967e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -19919536.000000 Penalty: 3941.497070
	Iteration 36Q: 3 clusters Score -1.991954e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -19919544.000000 Penalty: 3941.497070
	Iteration 37Q: 3 clusters Score -1.991954e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -19919538.000000 Penalty: 3941.497070
	Iteration 38Q: 3 clusters Score -1.991954e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -19919344.000000 Penalty: 3941.497070
	Iteration 39Q: 3 clusters Score -1.991934e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 171449 members 
Entering Unmasked Estep 
Score: -19919430.000000 Penalty: 3941.497070
	Iteration 40F: 3 clusters Score -1.991943e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 172788 members 
Entering Unmasked Estep 
Score: -19919260.000000 Penalty: 3941.497070
	Iteration 41Q: 3 clusters Score -1.991926e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -19919200.000000 Penalty: 3941.497070
	Iteration 42Q: 3 clusters Score -1.99192e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -19919044.000000 Penalty: 3941.497070
	Iteration 43Q: 3 clusters Score -1.991904e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 175771 members 
Entering Unmasked Estep 
Score: -19918894.000000 Penalty: 3941.497070
	Iteration 44Q: 3 clusters Score -1.991889e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -19918742.000000 Penalty: 3941.497070
	Iteration 45Q: 3 clusters Score -1.991874e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -19918500.000000 Penalty: 3941.497070
	Iteration 46Q: 3 clusters Score -1.99185e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 177733 members 
Entering Unmasked Estep 
Score: -19918508.000000 Penalty: 3941.497070
	Iteration 47Q: 3 clusters Score -1.991851e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -19918384.000000 Penalty: 3941.497070
	Iteration 48Q: 3 clusters Score -1.991838e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 178753 members 
Entering Unmasked Estep 
Score: -19918276.000000 Penalty: 3941.497070
	Iteration 49Q: 3 clusters Score -1.991828e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 179185 members 
Entering Unmasked Estep 
Score: -19918186.000000 Penalty: 3941.497070
	Iteration 50Q: 3 clusters Score -1.991819e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 179559 members 
Entering Unmasked Estep 
Score: -19918120.000000 Penalty: 3941.497070
	Iteration 51Q: 3 clusters Score -1.991812e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 179887 members 
Entering Unmasked Estep 
Score: -19918032.000000 Penalty: 3941.497070
	Iteration 52Q: 3 clusters Score -1.991803e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 180192 members 
Entering Unmasked Estep 
Score: -19918006.000000 Penalty: 3941.497070
	Iteration 53Q: 3 clusters Score -1.991801e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -19917980.000000 Penalty: 3941.497070
	Iteration 54Q: 3 clusters Score -1.991798e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 180757 members 
Entering Unmasked Estep 
Score: -19917940.000000 Penalty: 3941.497070
	Iteration 55Q: 3 clusters Score -1.991794e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -19917906.000000 Penalty: 3941.497070
	Iteration 56Q: 3 clusters Score -1.991791e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 181215 members 
Entering Unmasked Estep 
Score: -19917880.000000 Penalty: 3941.497070
	Iteration 57Q: 3 clusters Score -1.991788e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 181404 members 
Entering Unmasked Estep 
Score: -19917832.000000 Penalty: 3941.497070
	Iteration 58Q: 3 clusters Score -1.991783e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -19917806.000000 Penalty: 3941.497070
	Iteration 59Q: 3 clusters Score -1.991781e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -19917732.000000 Penalty: 3941.497070
	Iteration 60F: 3 clusters Score -1.991773e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -19917756.000000 Penalty: 3941.497070
	Iteration 61Q: 3 clusters Score -1.991776e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 182006 members 
Entering Unmasked Estep 
Score: -19917722.000000 Penalty: 3941.497070
	Iteration 62Q: 3 clusters Score -1.991772e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 182125 members 
Entering Unmasked Estep 
Score: -19917706.000000 Penalty: 3941.497070
	Iteration 63Q: 3 clusters Score -1.991771e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 182237 members 
Entering Unmasked Estep 
Score: -19917692.000000 Penalty: 3941.497070
	Iteration 64Q: 3 clusters Score -1.991769e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 182353 members 
Entering Unmasked Estep 
Score: -19917708.000000 Penalty: 3941.497070
	Iteration 65Q: 3 clusters Score -1.991771e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 182449 members 
Entering Unmasked Estep 
Score: -19917682.000000 Penalty: 3941.497070
	Iteration 66Q: 3 clusters Score -1.991768e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 182529 members 
Entering Unmasked Estep 
Score: -19917662.000000 Penalty: 3941.497070
	Iteration 67Q: 3 clusters Score -1.991766e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 182615 members 
Entering Unmasked Estep 
Score: -19917620.000000 Penalty: 3941.497070
	Iteration 68Q: 3 clusters Score -1.991762e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 182683 members 
Entering Unmasked Estep 
Score: -19917598.000000 Penalty: 3941.497070
	Iteration 69Q: 3 clusters Score -1.99176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -19917580.000000 Penalty: 3941.497070
	Iteration 70Q: 3 clusters Score -1.991758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 182772 members 
Entering Unmasked Estep 
Score: -19917546.000000 Penalty: 3941.497070
	Iteration 71Q: 3 clusters Score -1.991755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -19917506.000000 Penalty: 3941.497070
	Iteration 72Q: 3 clusters Score -1.991751e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 182842 members 
Entering Unmasked Estep 
Score: -19917514.000000 Penalty: 3941.497070
	Iteration 73Q: 3 clusters Score -1.991751e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 182883 members 
Entering Unmasked Estep 
Score: -19917504.000000 Penalty: 3941.497070
	Iteration 74Q: 3 clusters Score -1.99175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 182914 members 
Entering Unmasked Estep 
Score: -19917494.000000 Penalty: 3941.497070
	Iteration 75Q: 3 clusters Score -1.991749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 182945 members 
Entering Unmasked Estep 
Score: -19917488.000000 Penalty: 3941.497070
	Iteration 76Q: 3 clusters Score -1.991749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 182972 members 
Entering Unmasked Estep 
Score: -19917482.000000 Penalty: 3941.497070
	Iteration 77Q: 3 clusters Score -1.991748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 182988 members 
Entering Unmasked Estep 
Score: -19917456.000000 Penalty: 3941.497070
	Iteration 78Q: 3 clusters Score -1.991746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 183009 members 
Entering Unmasked Estep 
Score: -19917430.000000 Penalty: 3941.497070
	Iteration 79Q: 3 clusters Score -1.991743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 183037 members 
Entering Unmasked Estep 
Score: -19917420.000000 Penalty: 3941.497070
	Iteration 80F: 3 clusters Score -1.991742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -19917442.000000 Penalty: 3941.497070
	Iteration 81Q: 3 clusters Score -1.991744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 183087 members 
Entering Unmasked Estep 
Score: -19917454.000000 Penalty: 3941.497070
	Iteration 82Q: 3 clusters Score -1.991745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 183113 members 
Entering Unmasked Estep 
Score: -19917438.000000 Penalty: 3941.497070
	Iteration 83Q: 3 clusters Score -1.991744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -19917416.000000 Penalty: 3941.497070
	Iteration 84Q: 3 clusters Score -1.991742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 183173 members 
Entering Unmasked Estep 
Score: -19917430.000000 Penalty: 3941.497070
	Iteration 85Q: 3 clusters Score -1.991743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 183199 members 
Entering Unmasked Estep 
Score: -19917422.000000 Penalty: 3941.497070
	Iteration 86Q: 3 clusters Score -1.991742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 183226 members 
Entering Unmasked Estep 
Score: -19917412.000000 Penalty: 3941.497070
	Iteration 87Q: 3 clusters Score -1.991741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 183254 members 
Entering Unmasked Estep 
Score: -19917406.000000 Penalty: 3941.497070
	Iteration 88Q: 3 clusters Score -1.991741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 183279 members 
Entering Unmasked Estep 
Score: -19917412.000000 Penalty: 3941.497070
	Iteration 89Q: 3 clusters Score -1.991741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -19917400.000000 Penalty: 3941.497070
	Iteration 90Q: 3 clusters Score -1.99174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 183346 members 
Entering Unmasked Estep 
Score: -19917388.000000 Penalty: 3941.497070
	Iteration 91Q: 3 clusters Score -1.991739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 183363 members 
Entering Unmasked Estep 
Score: -19917358.000000 Penalty: 3941.497070
	Iteration 92Q: 3 clusters Score -1.991736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 183384 members 
Entering Unmasked Estep 
Score: -19917370.000000 Penalty: 3941.497070
	Iteration 93Q: 3 clusters Score -1.991737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 183403 members 
Entering Unmasked Estep 
Score: -19917358.000000 Penalty: 3941.497070
	Iteration 94Q: 3 clusters Score -1.991736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -19917332.000000 Penalty: 3941.497070
	Iteration 95Q: 3 clusters Score -1.991733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -19917334.000000 Penalty: 3941.497070
	Iteration 96Q: 3 clusters Score -1.991733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -19917318.000000 Penalty: 3941.497070
	Iteration 97Q: 3 clusters Score -1.991732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 183452 members 
Entering Unmasked Estep 
Score: -19917318.000000 Penalty: 3941.497070
	Iteration 98Q: 3 clusters Score -1.991732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 183464 members 
Entering Unmasked Estep 
Score: -19917332.000000 Penalty: 3941.497070
	Iteration 99Q: 3 clusters Score -1.991733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -19917316.000000 Penalty: 3941.497070
	Iteration 100F: 3 clusters Score -1.991732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -19917324.000000 Penalty: 3941.497070
	Iteration 101Q: 3 clusters Score -1.991732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 183507 members 
Entering Unmasked Estep 
Score: -19917306.000000 Penalty: 3941.497070
	Iteration 102Q: 3 clusters Score -1.991731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -19917318.000000 Penalty: 3941.497070
	Iteration 103Q: 3 clusters Score -1.991732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 183531 members 
Entering Unmasked Estep 
Score: -19917318.000000 Penalty: 3941.497070
	Iteration 104Q: 3 clusters Score -1.991732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -19917302.000000 Penalty: 3941.497070
	Iteration 105Q: 3 clusters Score -1.99173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 183549 members 
Entering Unmasked Estep 
Score: -19917294.000000 Penalty: 3941.497070
	Iteration 106Q: 3 clusters Score -1.991729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 183556 members 
Entering Unmasked Estep 
Score: -19917286.000000 Penalty: 3941.497070
	Iteration 107Q: 3 clusters Score -1.991729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 183564 members 
Entering Unmasked Estep 
Score: -19917284.000000 Penalty: 3941.497070
	Iteration 108Q: 3 clusters Score -1.991728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 183571 members 
Entering Unmasked Estep 
Score: -19917282.000000 Penalty: 3941.497070
	Iteration 109Q: 3 clusters Score -1.991728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 183577 members 
Entering Unmasked Estep 
Score: -19917270.000000 Penalty: 3941.497070
	Iteration 110Q: 3 clusters Score -1.991727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 183585 members 
Entering Unmasked Estep 
Score: -19917266.000000 Penalty: 3941.497070
	Iteration 111Q: 3 clusters Score -1.991727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 183594 members 
Entering Unmasked Estep 
Score: -19917262.000000 Penalty: 3941.497070
	Iteration 112Q: 3 clusters Score -1.991726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 183601 members 
Entering Unmasked Estep 
Score: -19917254.000000 Penalty: 3941.497070
	Iteration 113Q: 3 clusters Score -1.991725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 183606 members 
Entering Unmasked Estep 
Score: -19917246.000000 Penalty: 3941.497070
	Iteration 114Q: 3 clusters Score -1.991725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 183611 members 
Entering Unmasked Estep 
Score: -19917238.000000 Penalty: 3941.497070
	Iteration 115Q: 3 clusters Score -1.991724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 183619 members 
Entering Unmasked Estep 
Score: -19917240.000000 Penalty: 3941.497070
	Iteration 116Q: 3 clusters Score -1.991724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 183626 members 
Entering Unmasked Estep 
Score: -19917240.000000 Penalty: 3941.497070
	Iteration 117Q: 3 clusters Score -1.991724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 183633 members 
Entering Unmasked Estep 
Score: -19917240.000000 Penalty: 3941.497070
	Iteration 118Q: 3 clusters Score -1.991724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 183638 members 
Entering Unmasked Estep 
Score: -19917232.000000 Penalty: 3941.497070
	Iteration 119Q: 3 clusters Score -1.991723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 183643 members 
Entering Unmasked Estep 
Score: -19917230.000000 Penalty: 3941.497070
	Iteration 120F: 3 clusters Score -1.991723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 183648 members 
Entering Unmasked Estep 
Score: -19917224.000000 Penalty: 3941.497070
	Iteration 121Q: 3 clusters Score -1.991722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -19917220.000000 Penalty: 3941.497070
	Iteration 122Q: 3 clusters Score -1.991722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -19917210.000000 Penalty: 3941.497070
	Iteration 123Q: 3 clusters Score -1.991721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 183675 members 
Entering Unmasked Estep 
Score: -19917198.000000 Penalty: 3941.497070
	Iteration 124Q: 3 clusters Score -1.99172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 183681 members 
Entering Unmasked Estep 
Score: -19917196.000000 Penalty: 3941.497070
	Iteration 125Q: 3 clusters Score -1.99172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 183688 members 
Entering Unmasked Estep 
Score: -19917214.000000 Penalty: 3941.497070
	Iteration 126Q: 3 clusters Score -1.991721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 183694 members 
Entering Unmasked Estep 
Score: -19917224.000000 Penalty: 3941.497070
	Iteration 127Q: 3 clusters Score -1.991722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 183701 members 
Entering Unmasked Estep 
Score: -19917208.000000 Penalty: 3941.497070
	Iteration 128Q: 3 clusters Score -1.991721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 183711 members 
Entering Unmasked Estep 
Score: -19917204.000000 Penalty: 3941.497070
	Iteration 129Q: 3 clusters Score -1.99172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 183716 members 
Entering Unmasked Estep 
Score: -19917196.000000 Penalty: 3941.497070
	Iteration 130Q: 3 clusters Score -1.99172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 183722 members 
Entering Unmasked Estep 
Score: -19917198.000000 Penalty: 3941.497070
	Iteration 131Q: 3 clusters Score -1.99172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 183728 members 
Entering Unmasked Estep 
Score: -19917198.000000 Penalty: 3941.497070
	Iteration 132Q: 3 clusters Score -1.99172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 183732 members 
Entering Unmasked Estep 
Score: -19917198.000000 Penalty: 3941.497070
	Iteration 133Q: 3 clusters Score -1.99172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 183737 members 
Entering Unmasked Estep 
Score: -19917190.000000 Penalty: 3941.497070
	Iteration 134Q: 3 clusters Score -1.991719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 183739 members 
Entering Unmasked Estep 
Score: -19917196.000000 Penalty: 3941.497070
	Iteration 135Q: 3 clusters Score -1.99172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183744 members 
Entering Unmasked Estep 
Score: -19917196.000000 Penalty: 3941.497070
	Iteration 136Q: 3 clusters Score -1.99172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 183749 members 
Entering Unmasked Estep 
Score: -19917202.000000 Penalty: 3941.497070
	Iteration 137Q: 3 clusters Score -1.99172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 183755 members 
Entering Unmasked Estep 
Score: -19917194.000000 Penalty: 3941.497070
	Iteration 138Q: 3 clusters Score -1.991719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -19917192.000000 Penalty: 3941.497070
	Iteration 139Q: 3 clusters Score -1.991719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 183767 members 
Entering Unmasked Estep 
Score: -19917194.000000 Penalty: 3941.497070
	Iteration 140F: 3 clusters Score -1.991719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 183776 members 
Entering Unmasked Estep 
Score: -19917200.000000 Penalty: 3941.497070
	Iteration 141Q: 3 clusters Score -1.99172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 183784 members 
Entering Unmasked Estep 
Score: -19917208.000000 Penalty: 3941.497070
	Iteration 142Q: 3 clusters Score -1.991721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 183796 members 
Entering Unmasked Estep 
Score: -19917200.000000 Penalty: 3941.497070
	Iteration 143Q: 3 clusters Score -1.99172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 183802 members 
Entering Unmasked Estep 
Score: -19917198.000000 Penalty: 3941.497070
	Iteration 144Q: 3 clusters Score -1.99172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 183813 members 
Entering Unmasked Estep 
Score: -19917196.000000 Penalty: 3941.497070
	Iteration 145Q: 3 clusters Score -1.99172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 183826 members 
Entering Unmasked Estep 
Score: -19917178.000000 Penalty: 3941.497070
	Iteration 146Q: 3 clusters Score -1.991718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 183838 members 
Entering Unmasked Estep 
Score: -19917180.000000 Penalty: 3941.497070
	Iteration 147Q: 3 clusters Score -1.991718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 183852 members 
Entering Unmasked Estep 
Score: -19917150.000000 Penalty: 3941.497070
	Iteration 148Q: 3 clusters Score -1.991715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 183863 members 
Entering Unmasked Estep 
Score: -19917154.000000 Penalty: 3941.497070
	Iteration 149Q: 3 clusters Score -1.991715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -19917164.000000 Penalty: 3941.497070
	Iteration 150Q: 3 clusters Score -1.991716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 183891 members 
Entering Unmasked Estep 
Score: -19917178.000000 Penalty: 3941.497070
	Iteration 151Q: 3 clusters Score -1.991718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 183906 members 
Entering Unmasked Estep 
Score: -19917170.000000 Penalty: 3941.497070
	Iteration 152Q: 3 clusters Score -1.991717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 183919 members 
Entering Unmasked Estep 
Score: -19917158.000000 Penalty: 3941.497070
	Iteration 153Q: 3 clusters Score -1.991716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 183926 members 
Entering Unmasked Estep 
Score: -19917176.000000 Penalty: 3941.497070
	Iteration 154Q: 3 clusters Score -1.991718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -19917188.000000 Penalty: 3941.497070
	Iteration 155Q: 3 clusters Score -1.991719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 183939 members 
Entering Unmasked Estep 
Score: -19917174.000000 Penalty: 3941.497070
	Iteration 156Q: 3 clusters Score -1.991717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 183943 members 
Entering Unmasked Estep 
Score: -19917184.000000 Penalty: 3941.497070
	Iteration 157Q: 3 clusters Score -1.991718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -19917188.000000 Penalty: 3941.497070
	Iteration 158Q: 3 clusters Score -1.991719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -19917188.000000 Penalty: 3941.497070
	Iteration 159F: 3 clusters Score -1.991719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Entering Unmasked Estep 
Score: -1541029.375000 Penalty: 1550.297363
	Iteration 0F: 2 clusters Score -1541029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1531302.250000 Penalty: 3100.594727
	Iteration 0F: 3 clusters Score -1531302 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1534503.125000 Penalty: 3100.594727
	Iteration 1F: 3 clusters Score -1534503 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1534791.500000 Penalty: 3100.594727
	Iteration 2F: 3 clusters Score -1534792 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1535100.625000 Penalty: 3100.594727
	Iteration 3F: 3 clusters Score -1535101 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1535463.000000 Penalty: 3100.594727
	Iteration 4F: 3 clusters Score -1535463 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1535982.000000 Penalty: 3100.594727
	Iteration 5F: 3 clusters Score -1535982 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1536668.625000 Penalty: 3100.594727
	Iteration 6F: 3 clusters Score -1536669 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1537502.125000 Penalty: 3100.594727
	Iteration 7F: 3 clusters Score -1537502 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1538315.875000 Penalty: 3100.594727
	Iteration 8F: 3 clusters Score -1538316 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1538970.125000 Penalty: 3100.594727
	Iteration 9Q: 3 clusters Score -1538970 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1539325.250000 Penalty: 3100.594727
	Iteration 10Q: 3 clusters Score -1539325 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1539496.125000 Penalty: 3100.594727
	Iteration 11Q: 3 clusters Score -1539496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1539586.375000 Penalty: 3100.594727
	Iteration 12Q: 3 clusters Score -1539586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1539628.375000 Penalty: 3100.594727
	Iteration 13Q: 3 clusters Score -1539628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1539658.000000 Penalty: 3100.594727
	Iteration 14Q: 3 clusters Score -1539658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1539676.000000 Penalty: 3100.594727
	Iteration 15Q: 3 clusters Score -1539676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1539688.625000 Penalty: 3100.594727
	Iteration 16Q: 3 clusters Score -1539689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1539699.375000 Penalty: 3100.594727
	Iteration 17Q: 3 clusters Score -1539699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1539709.875000 Penalty: 3100.594727
	Iteration 18Q: 3 clusters Score -1539710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1539712.250000 Penalty: 3100.594727
	Iteration 19Q: 3 clusters Score -1539712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1539719.500000 Penalty: 3100.594727
	Iteration 20F: 3 clusters Score -1539720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1539719.125000 Penalty: 3100.594727
	Iteration 21Q: 3 clusters Score -1539719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1539722.125000 Penalty: 3100.594727
	Iteration 22Q: 3 clusters Score -1539722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1539725.125000 Penalty: 3100.594727
	Iteration 23Q: 3 clusters Score -1539725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1539726.250000 Penalty: 3100.594727
	Iteration 24Q: 3 clusters Score -1539726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1539725.875000 Penalty: 3100.594727
	Iteration 25Q: 3 clusters Score -1539726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1539727.500000 Penalty: 3100.594727
	Iteration 26Q: 3 clusters Score -1539728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1539729.625000 Penalty: 3100.594727
	Iteration 27Q: 3 clusters Score -1539730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1539730.500000 Penalty: 3100.594727
	Iteration 28Q: 3 clusters Score -1539730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1539731.000000 Penalty: 3100.594727
	Iteration 29Q: 3 clusters Score -1539731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1539733.375000 Penalty: 3100.594727
	Iteration 30Q: 3 clusters Score -1539733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1539731.375000 Penalty: 3100.594727
	Iteration 31Q: 3 clusters Score -1539731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1539732.625000 Penalty: 3100.594727
	Iteration 32Q: 3 clusters Score -1539733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1539731.875000 Penalty: 3100.594727
	Iteration 33Q: 3 clusters Score -1539732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1539732.500000 Penalty: 3100.594727
	Iteration 34Q: 3 clusters Score -1539732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1539734.875000 Penalty: 3100.594727
	Iteration 35Q: 3 clusters Score -1539735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1539734.625000 Penalty: 3100.594727
	Iteration 36Q: 3 clusters Score -1539735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1539734.000000 Penalty: 3100.594727
	Iteration 37Q: 3 clusters Score -1539734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1539735.750000 Penalty: 3100.594727
	Iteration 38Q: 3 clusters Score -1539736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1539739.750000 Penalty: 3100.594727
	Iteration 39Q: 3 clusters Score -1539740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1539741.500000 Penalty: 3100.594727
	Iteration 40F: 3 clusters Score -1539742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1539742.250000 Penalty: 3100.594727
	Iteration 41Q: 3 clusters Score -1539742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1539739.750000 Penalty: 3100.594727
	Iteration 42Q: 3 clusters Score -1539740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1539740.125000 Penalty: 3100.594727
	Iteration 43Q: 3 clusters Score -1539740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1539742.000000 Penalty: 3100.594727
	Iteration 44Q: 3 clusters Score -1539742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1539742.375000 Penalty: 3100.594727
	Iteration 45Q: 3 clusters Score -1539742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1539742.500000 Penalty: 3100.594727
	Iteration 46Q: 3 clusters Score -1539742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1539742.750000 Penalty: 3100.594727
	Iteration 47Q: 3 clusters Score -1539743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1539743.250000 Penalty: 3100.594727
	Iteration 48Q: 3 clusters Score -1539743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1539741.000000 Penalty: 3100.594727
	Iteration 49Q: 3 clusters Score -1539741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1539741.000000 Penalty: 3100.594727
	Iteration 50F: 3 clusters Score -1539741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -326107.843750 Penalty: 1301.359375
	Iteration 0F: 2 clusters Score -326107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -323427.625000 Penalty: 2602.718750
	Iteration 0F: 3 clusters Score -323427.6 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -324173.437500 Penalty: 2602.718750
	Iteration 1F: 3 clusters Score -324173.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -324468.812500 Penalty: 2602.718750
	Iteration 2F: 3 clusters Score -324468.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -324663.906250 Penalty: 2602.718750
	Iteration 3F: 3 clusters Score -324663.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -324795.406250 Penalty: 2602.718750
	Iteration 4F: 3 clusters Score -324795.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -324891.562500 Penalty: 2602.718750
	Iteration 5Q: 3 clusters Score -324891.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -324987.906250 Penalty: 2602.718750
	Iteration 6Q: 3 clusters Score -324987.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -325059.218750 Penalty: 2602.718750
	Iteration 7Q: 3 clusters Score -325059.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -325111.156250 Penalty: 2602.718750
	Iteration 8Q: 3 clusters Score -325111.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -325147.250000 Penalty: 2602.718750
	Iteration 9Q: 3 clusters Score -325147.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -325173.000000 Penalty: 2602.718750
	Iteration 10Q: 3 clusters Score -325173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -325192.156250 Penalty: 2602.718750
	Iteration 11Q: 3 clusters Score -325192.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -325205.593750 Penalty: 2602.718750
	Iteration 12Q: 3 clusters Score -325205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -325219.500000 Penalty: 2602.718750
	Iteration 13Q: 3 clusters Score -325219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -325230.250000 Penalty: 2602.718750
	Iteration 14Q: 3 clusters Score -325230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -325239.468750 Penalty: 2602.718750
	Iteration 15Q: 3 clusters Score -325239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -325243.843750 Penalty: 2602.718750
	Iteration 16Q: 3 clusters Score -325243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -325248.250000 Penalty: 2602.718750
	Iteration 17Q: 3 clusters Score -325248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -325252.593750 Penalty: 2602.718750
	Iteration 18Q: 3 clusters Score -325252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -325256.468750 Penalty: 2602.718750
	Iteration 19Q: 3 clusters Score -325256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -325259.750000 Penalty: 2602.718750
	Iteration 20F: 3 clusters Score -325259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -325263.062500 Penalty: 2602.718750
	Iteration 21Q: 3 clusters Score -325263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -325265.750000 Penalty: 2602.718750
	Iteration 22Q: 3 clusters Score -325265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -325268.562500 Penalty: 2602.718750
	Iteration 23Q: 3 clusters Score -325268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -325270.250000 Penalty: 2602.718750
	Iteration 24Q: 3 clusters Score -325270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -325270.937500 Penalty: 2602.718750
	Iteration 25Q: 3 clusters Score -325270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -325271.437500 Penalty: 2602.718750
	Iteration 26Q: 3 clusters Score -325271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -325272.750000 Penalty: 2602.718750
	Iteration 27Q: 3 clusters Score -325272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -325272.750000 Penalty: 2602.718750
	Iteration 28F: 3 clusters Score -325272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -258990.312500 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -258990.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -256641.437500 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -256641.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -257157.437500 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -257157.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -257283.843750 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -257283.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -257368.015625 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -257368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -257431.718750 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -257431.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -257490.062500 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -257490.1 nChanged 57
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: -257530.078125 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -257530.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -257570.171875 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -257570.2 nChanged 56
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: -257603.453125 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -257603.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -257638.937500 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -257638.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -257674.015625 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -257674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -257702.656250 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -257702.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -257721.593750 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -257721.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -257737.546875 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -257737.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -257759.890625 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -257759.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -257774.171875 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -257774.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -257786.125000 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -257786.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -257804.359375 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -257804.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -257827.203125 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -257827.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -257848.625000 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -257848.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -257870.109375 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -257870.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -257889.437500 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -257889.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -257903.406250 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -257903.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -257913.312500 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -257913.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -257923.109375 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -257923.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -257932.078125 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -257932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -257939.000000 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -257939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -257943.281250 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -257943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -257945.953125 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -257946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -257947.203125 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -257947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -257949.359375 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -257949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -257950.406250 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -257950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -257952.375000 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -257952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -257955.640625 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -257955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -257958.500000 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -257958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -257959.015625 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -257959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -257959.750000 Penalty: 2525.733887
	Iteration 36Q: 3 clusters Score -257959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -257959.984375 Penalty: 2525.733887
	Iteration 37Q: 3 clusters Score -257960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -257959.968750 Penalty: 2525.733887
	Iteration 38Q: 3 clusters Score -257960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -257959.968750 Penalty: 2525.733887
	Iteration 39F: 3 clusters Score -257960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Entering Unmasked Estep 
Score: -5528519.500000 Penalty: 1759.066528
	Iteration 0F: 2 clusters Score -5528520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5494866.500000 Penalty: 3518.133057
	Iteration 0F: 3 clusters Score -5494866 nChanged 23690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5508744.500000 Penalty: 3518.133057
	Iteration 1F: 3 clusters Score -5508744 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5509420.500000 Penalty: 3518.133057
	Iteration 2Q: 3 clusters Score -5509420 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5510207.000000 Penalty: 3518.133057
	Iteration 3Q: 3 clusters Score -5510207 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -5511252.000000 Penalty: 3518.133057
	Iteration 4Q: 3 clusters Score -5511252 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -5512665.500000 Penalty: 3518.133057
	Iteration 5Q: 3 clusters Score -5512666 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -5514545.500000 Penalty: 3518.133057
	Iteration 6F: 3 clusters Score -5514546 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5516726.500000 Penalty: 3518.133057
	Iteration 7F: 3 clusters Score -5516726 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -5518878.500000 Penalty: 3518.133057
	Iteration 8F: 3 clusters Score -5518878 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5520642.500000 Penalty: 3518.133057
	Iteration 9Q: 3 clusters Score -5520642 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5521914.000000 Penalty: 3518.133057
	Iteration 10Q: 3 clusters Score -5521914 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5522712.500000 Penalty: 3518.133057
	Iteration 11Q: 3 clusters Score -5522712 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -5523271.500000 Penalty: 3518.133057
	Iteration 12Q: 3 clusters Score -5523272 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5523751.500000 Penalty: 3518.133057
	Iteration 13Q: 3 clusters Score -5523752 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5524142.000000 Penalty: 3518.133057
	Iteration 14Q: 3 clusters Score -5524142 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5524467.000000 Penalty: 3518.133057
	Iteration 15Q: 3 clusters Score -5524467 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5524800.500000 Penalty: 3518.133057
	Iteration 16Q: 3 clusters Score -5524800 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -5525067.000000 Penalty: 3518.133057
	Iteration 17Q: 3 clusters Score -5525067 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -5525362.500000 Penalty: 3518.133057
	Iteration 18Q: 3 clusters Score -5525362 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5525603.000000 Penalty: 3518.133057
	Iteration 19Q: 3 clusters Score -5525603 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -5525810.000000 Penalty: 3518.133057
	Iteration 20F: 3 clusters Score -5525810 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -5525985.000000 Penalty: 3518.133057
	Iteration 21Q: 3 clusters Score -5525985 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -5526138.000000 Penalty: 3518.133057
	Iteration 22Q: 3 clusters Score -5526138 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -5526272.000000 Penalty: 3518.133057
	Iteration 23Q: 3 clusters Score -5526272 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -5526402.500000 Penalty: 3518.133057
	Iteration 24Q: 3 clusters Score -5526402 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -5526517.000000 Penalty: 3518.133057
	Iteration 25Q: 3 clusters Score -5526517 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -5526575.500000 Penalty: 3518.133057
	Iteration 26Q: 3 clusters Score -5526576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -5526642.500000 Penalty: 3518.133057
	Iteration 27Q: 3 clusters Score -5526642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -5526698.500000 Penalty: 3518.133057
	Iteration 28Q: 3 clusters Score -5526698 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -5526733.000000 Penalty: 3518.133057
	Iteration 29Q: 3 clusters Score -5526733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -5526787.000000 Penalty: 3518.133057
	Iteration 30Q: 3 clusters Score -5526787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -5526820.000000 Penalty: 3518.133057
	Iteration 31Q: 3 clusters Score -5526820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -5526861.500000 Penalty: 3518.133057
	Iteration 32Q: 3 clusters Score -5526862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -5526885.000000 Penalty: 3518.133057
	Iteration 33Q: 3 clusters Score -5526885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -5526898.500000 Penalty: 3518.133057
	Iteration 34Q: 3 clusters Score -5526898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -5526900.000000 Penalty: 3518.133057
	Iteration 35Q: 3 clusters Score -5526900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5526910.500000 Penalty: 3518.133057
	Iteration 36Q: 3 clusters Score -5526910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -5526930.500000 Penalty: 3518.133057
	Iteration 37Q: 3 clusters Score -5526930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -5526938.500000 Penalty: 3518.133057
	Iteration 38Q: 3 clusters Score -5526938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -5526950.000000 Penalty: 3518.133057
	Iteration 39Q: 3 clusters Score -5526950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -5526962.000000 Penalty: 3518.133057
	Iteration 40F: 3 clusters Score -5526962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5526973.500000 Penalty: 3518.133057
	Iteration 41Q: 3 clusters Score -5526974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -5526981.000000 Penalty: 3518.133057
	Iteration 42Q: 3 clusters Score -5526981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -5526995.500000 Penalty: 3518.133057
	Iteration 43Q: 3 clusters Score -5526996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -5526996.500000 Penalty: 3518.133057
	Iteration 44Q: 3 clusters Score -5526996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -5526996.500000 Penalty: 3518.133057
	Iteration 45Q: 3 clusters Score -5526996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -5527002.000000 Penalty: 3518.133057
	Iteration 46Q: 3 clusters Score -5527002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -5527003.000000 Penalty: 3518.133057
	Iteration 47Q: 3 clusters Score -5527003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -5527007.500000 Penalty: 3518.133057
	Iteration 48Q: 3 clusters Score -5527008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -5527012.500000 Penalty: 3518.133057
	Iteration 49Q: 3 clusters Score -5527012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -5527015.500000 Penalty: 3518.133057
	Iteration 50Q: 3 clusters Score -5527016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -5527020.000000 Penalty: 3518.133057
	Iteration 51Q: 3 clusters Score -5527020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -5527014.500000 Penalty: 3518.133057
	Iteration 52Q: 3 clusters Score -5527014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -5527017.500000 Penalty: 3518.133057
	Iteration 53Q: 3 clusters Score -5527018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -5527023.000000 Penalty: 3518.133057
	Iteration 54Q: 3 clusters Score -5527023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -5527024.000000 Penalty: 3518.133057
	Iteration 55Q: 3 clusters Score -5527024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -5527015.500000 Penalty: 3518.133057
	Iteration 56Q: 3 clusters Score -5527016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -5527030.000000 Penalty: 3518.133057
	Iteration 57Q: 3 clusters Score -5527030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -5527030.500000 Penalty: 3518.133057
	Iteration 58Q: 3 clusters Score -5527030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -5527036.500000 Penalty: 3518.133057
	Iteration 59Q: 3 clusters Score -5527036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -5527045.000000 Penalty: 3518.133057
	Iteration 60F: 3 clusters Score -5527045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -5527050.000000 Penalty: 3518.133057
	Iteration 61Q: 3 clusters Score -5527050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -5527051.000000 Penalty: 3518.133057
	Iteration 62Q: 3 clusters Score -5527051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5527055.500000 Penalty: 3518.133057
	Iteration 63Q: 3 clusters Score -5527056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -5527056.500000 Penalty: 3518.133057
	Iteration 64Q: 3 clusters Score -5527056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5527058.000000 Penalty: 3518.133057
	Iteration 65Q: 3 clusters Score -5527058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5527066.000000 Penalty: 3518.133057
	Iteration 66Q: 3 clusters Score -5527066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -5527068.000000 Penalty: 3518.133057
	Iteration 67Q: 3 clusters Score -5527068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -5527072.500000 Penalty: 3518.133057
	Iteration 68Q: 3 clusters Score -5527072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -5527070.500000 Penalty: 3518.133057
	Iteration 69Q: 3 clusters Score -5527070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -5527075.500000 Penalty: 3518.133057
	Iteration 70Q: 3 clusters Score -5527076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -5527073.000000 Penalty: 3518.133057
	Iteration 71Q: 3 clusters Score -5527073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -5527068.000000 Penalty: 3518.133057
	Iteration 72Q: 3 clusters Score -5527068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -5527066.000000 Penalty: 3518.133057
	Iteration 73Q: 3 clusters Score -5527066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -5527071.500000 Penalty: 3518.133057
	Iteration 74Q: 3 clusters Score -5527072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -5527070.500000 Penalty: 3518.133057
	Iteration 75Q: 3 clusters Score -5527070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -5527075.000000 Penalty: 3518.133057
	Iteration 76Q: 3 clusters Score -5527075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -5527076.500000 Penalty: 3518.133057
	Iteration 77Q: 3 clusters Score -5527076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -5527075.000000 Penalty: 3518.133057
	Iteration 78Q: 3 clusters Score -5527075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -5527075.000000 Penalty: 3518.133057
	Iteration 79F: 3 clusters Score -5527075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Entering Unmasked Estep 
Score: -13865883.000000 Penalty: 1909.276733
	Iteration 0F: 2 clusters Score -1.386588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -13781356.000000 Penalty: 3818.553467
	Iteration 0F: 3 clusters Score -1.378136e+07 nChanged 61084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -13816406.000000 Penalty: 3818.553467
	Iteration 1F: 3 clusters Score -1.381641e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -13817187.000000 Penalty: 3818.553467
	Iteration 2Q: 3 clusters Score -1.381719e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -13817875.000000 Penalty: 3818.553467
	Iteration 3Q: 3 clusters Score -1.381788e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -13819059.000000 Penalty: 3818.553467
	Iteration 4Q: 3 clusters Score -1.381906e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -13820641.000000 Penalty: 3818.553467
	Iteration 5Q: 3 clusters Score -1.382064e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -13823002.000000 Penalty: 3818.553467
	Iteration 6Q: 3 clusters Score -1.3823e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -13826297.000000 Penalty: 3818.553467
	Iteration 7Q: 3 clusters Score -1.38263e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -13830752.000000 Penalty: 3818.553467
	Iteration 8F: 3 clusters Score -1.383075e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -13836254.000000 Penalty: 3818.553467
	Iteration 9F: 3 clusters Score -1.383625e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -13841886.000000 Penalty: 3818.553467
	Iteration 10F: 3 clusters Score -1.384189e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -13846406.000000 Penalty: 3818.553467
	Iteration 11F: 3 clusters Score -1.384641e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -13849727.000000 Penalty: 3818.553467
	Iteration 12Q: 3 clusters Score -1.384973e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -13851766.000000 Penalty: 3818.553467
	Iteration 13Q: 3 clusters Score -1.385177e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -13853216.000000 Penalty: 3818.553467
	Iteration 14Q: 3 clusters Score -1.385322e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -13854480.000000 Penalty: 3818.553467
	Iteration 15Q: 3 clusters Score -1.385448e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -13855736.000000 Penalty: 3818.553467
	Iteration 16Q: 3 clusters Score -1.385574e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -13857021.000000 Penalty: 3818.553467
	Iteration 17Q: 3 clusters Score -1.385702e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -13858282.000000 Penalty: 3818.553467
	Iteration 18Q: 3 clusters Score -1.385828e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -13859433.000000 Penalty: 3818.553467
	Iteration 19Q: 3 clusters Score -1.385943e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -13860506.000000 Penalty: 3818.553467
	Iteration 20F: 3 clusters Score -1.386051e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -13861493.000000 Penalty: 3818.553467
	Iteration 21Q: 3 clusters Score -1.386149e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -13862307.000000 Penalty: 3818.553467
	Iteration 22Q: 3 clusters Score -1.386231e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13862932.000000 Penalty: 3818.553467
	Iteration 23Q: 3 clusters Score -1.386293e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13863382.000000 Penalty: 3818.553467
	Iteration 24Q: 3 clusters Score -1.386338e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125517 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13863651.000000 Penalty: 3818.553467
	Iteration 25Q: 3 clusters Score -1.386365e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125776 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13863865.000000 Penalty: 3818.553467
	Iteration 26Q: 3 clusters Score -1.386386e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13863978.000000 Penalty: 3818.553467
	Iteration 27Q: 3 clusters Score -1.386398e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126050 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13864044.000000 Penalty: 3818.553467
	Iteration 28Q: 3 clusters Score -1.386404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13864095.000000 Penalty: 3818.553467
	Iteration 29Q: 3 clusters Score -1.38641e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13864090.000000 Penalty: 3818.553467
	Iteration 30Q: 3 clusters Score -1.386409e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13864114.000000 Penalty: 3818.553467
	Iteration 31Q: 3 clusters Score -1.386411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13864131.000000 Penalty: 3818.553467
	Iteration 32Q: 3 clusters Score -1.386413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126216 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13864128.000000 Penalty: 3818.553467
	Iteration 33Q: 3 clusters Score -1.386413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13864147.000000 Penalty: 3818.553467
	Iteration 34Q: 3 clusters Score -1.386415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13864151.000000 Penalty: 3818.553467
	Iteration 35Q: 3 clusters Score -1.386415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13864160.000000 Penalty: 3818.553467
	Iteration 36Q: 3 clusters Score -1.386416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13864161.000000 Penalty: 3818.553467
	Iteration 37Q: 3 clusters Score -1.386416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13864158.000000 Penalty: 3818.553467
	Iteration 38Q: 3 clusters Score -1.386416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126274 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13864159.000000 Penalty: 3818.553467
	Iteration 39Q: 3 clusters Score -1.386416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13864160.000000 Penalty: 3818.553467
	Iteration 40F: 3 clusters Score -1.386416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126280 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -13864151.000000 Penalty: 3818.553467
	Iteration 41Q: 3 clusters Score -1.386415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126280 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -13864151.000000 Penalty: 3818.553467
	Iteration 42F: 3 clusters Score -1.386415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Entering Unmasked Estep 
Score: -17230876.000000 Penalty: 1946.353149
	Iteration 0F: 2 clusters Score -1.723088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -17127044.000000 Penalty: 3892.706299
	Iteration 0F: 3 clusters Score -1.712704e+07 nChanged 76768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -17171508.000000 Penalty: 3892.706299
	Iteration 1F: 3 clusters Score -1.717151e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -17172430.000000 Penalty: 3892.706299
	Iteration 2Q: 3 clusters Score -1.717243e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -17173716.000000 Penalty: 3892.706299
	Iteration 3Q: 3 clusters Score -1.717372e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -17175282.000000 Penalty: 3892.706299
	Iteration 4Q: 3 clusters Score -1.717528e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -17177652.000000 Penalty: 3892.706299
	Iteration 5Q: 3 clusters Score -1.717765e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -17181318.000000 Penalty: 3892.706299
	Iteration 6Q: 3 clusters Score -1.718132e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -17187186.000000 Penalty: 3892.706299
	Iteration 7F: 3 clusters Score -1.718719e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -17195132.000000 Penalty: 3892.706299
	Iteration 8F: 3 clusters Score -1.719513e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -17203352.000000 Penalty: 3892.706299
	Iteration 9F: 3 clusters Score -1.720335e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -17208540.000000 Penalty: 3892.706299
	Iteration 10F: 3 clusters Score -1.720854e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -17210734.000000 Penalty: 3892.706299
	Iteration 11Q: 3 clusters Score -1.721073e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -17211684.000000 Penalty: 3892.706299
	Iteration 12Q: 3 clusters Score -1.721168e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -17212272.000000 Penalty: 3892.706299
	Iteration 13Q: 3 clusters Score -1.721227e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -17212814.000000 Penalty: 3892.706299
	Iteration 14Q: 3 clusters Score -1.721281e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -17213276.000000 Penalty: 3892.706299
	Iteration 15Q: 3 clusters Score -1.721328e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -17213886.000000 Penalty: 3892.706299
	Iteration 16Q: 3 clusters Score -1.721389e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -17214568.000000 Penalty: 3892.706299
	Iteration 17Q: 3 clusters Score -1.721457e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 111245 members 
Entering Unmasked Estep 
Score: -17215140.000000 Penalty: 3892.706299
	Iteration 18Q: 3 clusters Score -1.721514e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -17215910.000000 Penalty: 3892.706299
	Iteration 19Q: 3 clusters Score -1.721591e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -17216606.000000 Penalty: 3892.706299
	Iteration 20F: 3 clusters Score -1.721661e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -17217288.000000 Penalty: 3892.706299
	Iteration 21Q: 3 clusters Score -1.721729e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 119340 members 
Entering Unmasked Estep 
Score: -17218068.000000 Penalty: 3892.706299
	Iteration 22Q: 3 clusters Score -1.721807e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -17218902.000000 Penalty: 3892.706299
	Iteration 23Q: 3 clusters Score -1.72189e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -17219686.000000 Penalty: 3892.706299
	Iteration 24Q: 3 clusters Score -1.721969e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -17220368.000000 Penalty: 3892.706299
	Iteration 25Q: 3 clusters Score -1.722037e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -17221096.000000 Penalty: 3892.706299
	Iteration 26Q: 3 clusters Score -1.72211e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -17221888.000000 Penalty: 3892.706299
	Iteration 27Q: 3 clusters Score -1.722189e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 131322 members 
Entering Unmasked Estep 
Score: -17222596.000000 Penalty: 3892.706299
	Iteration 28Q: 3 clusters Score -1.72226e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -17223258.000000 Penalty: 3892.706299
	Iteration 29Q: 3 clusters Score -1.722326e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 134857 members 
Entering Unmasked Estep 
Score: -17223928.000000 Penalty: 3892.706299
	Iteration 30Q: 3 clusters Score -1.722393e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -17224528.000000 Penalty: 3892.706299
	Iteration 31Q: 3 clusters Score -1.722453e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -17225182.000000 Penalty: 3892.706299
	Iteration 32Q: 3 clusters Score -1.722518e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 140055 members 
Entering Unmasked Estep 
Score: -17225664.000000 Penalty: 3892.706299
	Iteration 33Q: 3 clusters Score -1.722566e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -17226290.000000 Penalty: 3892.706299
	Iteration 34Q: 3 clusters Score -1.722629e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 143587 members 
Entering Unmasked Estep 
Score: -17226876.000000 Penalty: 3892.706299
	Iteration 35Q: 3 clusters Score -1.722688e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -17227354.000000 Penalty: 3892.706299
	Iteration 36Q: 3 clusters Score -1.722735e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 146952 members 
Entering Unmasked Estep 
Score: -17227796.000000 Penalty: 3892.706299
	Iteration 37Q: 3 clusters Score -1.72278e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 148435 members 
Entering Unmasked Estep 
Score: -17228050.000000 Penalty: 3892.706299
	Iteration 38Q: 3 clusters Score -1.722805e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -17228316.000000 Penalty: 3892.706299
	Iteration 39Q: 3 clusters Score -1.722832e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -17228518.000000 Penalty: 3892.706299
	Iteration 40F: 3 clusters Score -1.722852e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -17228722.000000 Penalty: 3892.706299
	Iteration 41Q: 3 clusters Score -1.722872e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 153072 members 
Entering Unmasked Estep 
Score: -17229024.000000 Penalty: 3892.706299
	Iteration 42Q: 3 clusters Score -1.722902e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 153943 members 
Entering Unmasked Estep 
Score: -17229204.000000 Penalty: 3892.706299
	Iteration 43Q: 3 clusters Score -1.72292e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -17229430.000000 Penalty: 3892.706299
	Iteration 44Q: 3 clusters Score -1.722943e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -17229558.000000 Penalty: 3892.706299
	Iteration 45Q: 3 clusters Score -1.722956e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -17229646.000000 Penalty: 3892.706299
	Iteration 46Q: 3 clusters Score -1.722965e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -17229764.000000 Penalty: 3892.706299
	Iteration 47Q: 3 clusters Score -1.722976e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 156517 members 
Entering Unmasked Estep 
Score: -17229798.000000 Penalty: 3892.706299
	Iteration 48Q: 3 clusters Score -1.72298e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -17229868.000000 Penalty: 3892.706299
	Iteration 49Q: 3 clusters Score -1.722987e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 156937 members 
Entering Unmasked Estep 
Score: -17229924.000000 Penalty: 3892.706299
	Iteration 50Q: 3 clusters Score -1.722992e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -17229954.000000 Penalty: 3892.706299
	Iteration 51Q: 3 clusters Score -1.722995e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 157178 members 
Entering Unmasked Estep 
Score: -17229944.000000 Penalty: 3892.706299
	Iteration 52Q: 3 clusters Score -1.722994e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -17229918.000000 Penalty: 3892.706299
	Iteration 53Q: 3 clusters Score -1.722992e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -17229920.000000 Penalty: 3892.706299
	Iteration 54Q: 3 clusters Score -1.722992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 157397 members 
Entering Unmasked Estep 
Score: -17229928.000000 Penalty: 3892.706299
	Iteration 55Q: 3 clusters Score -1.722993e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -17229928.000000 Penalty: 3892.706299
	Iteration 56Q: 3 clusters Score -1.722993e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 157489 members 
Entering Unmasked Estep 
Score: -17229902.000000 Penalty: 3892.706299
	Iteration 57Q: 3 clusters Score -1.72299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -17229890.000000 Penalty: 3892.706299
	Iteration 58Q: 3 clusters Score -1.722989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 157548 members 
Entering Unmasked Estep 
Score: -17229900.000000 Penalty: 3892.706299
	Iteration 59Q: 3 clusters Score -1.72299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -17229908.000000 Penalty: 3892.706299
	Iteration 60F: 3 clusters Score -1.722991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -17229914.000000 Penalty: 3892.706299
	Iteration 61Q: 3 clusters Score -1.722991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -17229902.000000 Penalty: 3892.706299
	Iteration 62Q: 3 clusters Score -1.72299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -17229904.000000 Penalty: 3892.706299
	Iteration 63Q: 3 clusters Score -1.72299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -17229904.000000 Penalty: 3892.706299
	Iteration 64Q: 3 clusters Score -1.72299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -17229912.000000 Penalty: 3892.706299
	Iteration 65Q: 3 clusters Score -1.722991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -17229914.000000 Penalty: 3892.706299
	Iteration 66Q: 3 clusters Score -1.722991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -17229912.000000 Penalty: 3892.706299
	Iteration 67Q: 3 clusters Score -1.722991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 157634 members 
Entering Unmasked Estep 
Score: -17229898.000000 Penalty: 3892.706299
	Iteration 68Q: 3 clusters Score -1.72299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 157639 members 
Entering Unmasked Estep 
Score: -17229910.000000 Penalty: 3892.706299
	Iteration 69Q: 3 clusters Score -1.722991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -17229906.000000 Penalty: 3892.706299
	Iteration 70Q: 3 clusters Score -1.722991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 157650 members 
Entering Unmasked Estep 
Score: -17229910.000000 Penalty: 3892.706299
	Iteration 71Q: 3 clusters Score -1.722991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -17229906.000000 Penalty: 3892.706299
	Iteration 72Q: 3 clusters Score -1.722991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -17229906.000000 Penalty: 3892.706299
	Iteration 73F: 3 clusters Score -1.722991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -387276.875000 Penalty: 1329.802002
	Iteration 0F: 2 clusters Score -387276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -384202.562500 Penalty: 2659.604004
	Iteration 0F: 3 clusters Score -384202.6 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -385022.312500 Penalty: 2659.604004
	Iteration 1F: 3 clusters Score -385022.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -385210.468750 Penalty: 2659.604004
	Iteration 2F: 3 clusters Score -385210.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -385316.562500 Penalty: 2659.604004
	Iteration 3F: 3 clusters Score -385316.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -385369.125000 Penalty: 2659.604004
	Iteration 4Q: 3 clusters Score -385369.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -385412.062500 Penalty: 2659.604004
	Iteration 5Q: 3 clusters Score -385412.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -385452.281250 Penalty: 2659.604004
	Iteration 6Q: 3 clusters Score -385452.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -385479.250000 Penalty: 2659.604004
	Iteration 7Q: 3 clusters Score -385479.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -385501.781250 Penalty: 2659.604004
	Iteration 8Q: 3 clusters Score -385501.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -385518.812500 Penalty: 2659.604004
	Iteration 9Q: 3 clusters Score -385518.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -385538.562500 Penalty: 2659.604004
	Iteration 10Q: 3 clusters Score -385538.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -385556.687500 Penalty: 2659.604004
	Iteration 11Q: 3 clusters Score -385556.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -385578.093750 Penalty: 2659.604004
	Iteration 12Q: 3 clusters Score -385578.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -385610.656250 Penalty: 2659.604004
	Iteration 13Q: 3 clusters Score -385610.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -385648.468750 Penalty: 2659.604004
	Iteration 14Q: 3 clusters Score -385648.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -385686.062500 Penalty: 2659.604004
	Iteration 15Q: 3 clusters Score -385686.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -385743.250000 Penalty: 2659.604004
	Iteration 16Q: 3 clusters Score -385743.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -385816.968750 Penalty: 2659.604004
	Iteration 17Q: 3 clusters Score -385817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -385888.375000 Penalty: 2659.604004
	Iteration 18Q: 3 clusters Score -385888.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -385953.062500 Penalty: 2659.604004
	Iteration 19Q: 3 clusters Score -385953.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -386022.843750 Penalty: 2659.604004
	Iteration 20F: 3 clusters Score -386022.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -386094.531250 Penalty: 2659.604004
	Iteration 21Q: 3 clusters Score -386094.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -386149.406250 Penalty: 2659.604004
	Iteration 22Q: 3 clusters Score -386149.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -386184.562500 Penalty: 2659.604004
	Iteration 23Q: 3 clusters Score -386184.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -386206.562500 Penalty: 2659.604004
	Iteration 24Q: 3 clusters Score -386206.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -386227.468750 Penalty: 2659.604004
	Iteration 25Q: 3 clusters Score -386227.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -386243.968750 Penalty: 2659.604004
	Iteration 26Q: 3 clusters Score -386244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -386255.343750 Penalty: 2659.604004
	Iteration 27Q: 3 clusters Score -386255.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -386267.156250 Penalty: 2659.604004
	Iteration 28Q: 3 clusters Score -386267.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -386278.312500 Penalty: 2659.604004
	Iteration 29Q: 3 clusters Score -386278.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -386286.468750 Penalty: 2659.604004
	Iteration 30Q: 3 clusters Score -386286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -386291.812500 Penalty: 2659.604004
	Iteration 31Q: 3 clusters Score -386291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -386294.218750 Penalty: 2659.604004
	Iteration 32Q: 3 clusters Score -386294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -386295.718750 Penalty: 2659.604004
	Iteration 33Q: 3 clusters Score -386295.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -386295.718750 Penalty: 2659.604004
	Iteration 34F: 3 clusters Score -386295.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Entering Unmasked Estep 
Score: -2040828.250000 Penalty: 1595.926147
	Iteration 0F: 2 clusters Score -2040828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2028174.000000 Penalty: 3191.852295
	Iteration 0F: 3 clusters Score -2028174 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2032767.125000 Penalty: 3191.852295
	Iteration 1F: 3 clusters Score -2032767 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2033038.250000 Penalty: 3191.852295
	Iteration 2Q: 3 clusters Score -2033038 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2033250.750000 Penalty: 3191.852295
	Iteration 3Q: 3 clusters Score -2033251 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2033448.000000 Penalty: 3191.852295
	Iteration 4Q: 3 clusters Score -2033448 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2033641.375000 Penalty: 3191.852295
	Iteration 5Q: 3 clusters Score -2033641 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2033832.875000 Penalty: 3191.852295
	Iteration 6Q: 3 clusters Score -2033833 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2034032.000000 Penalty: 3191.852295
	Iteration 7Q: 3 clusters Score -2034032 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2034287.250000 Penalty: 3191.852295
	Iteration 8Q: 3 clusters Score -2034287 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2034596.250000 Penalty: 3191.852295
	Iteration 9Q: 3 clusters Score -2034596 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2035091.875000 Penalty: 3191.852295
	Iteration 10Q: 3 clusters Score -2035092 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2035712.875000 Penalty: 3191.852295
	Iteration 11Q: 3 clusters Score -2035713 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2036451.625000 Penalty: 3191.852295
	Iteration 12Q: 3 clusters Score -2036452 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2037184.375000 Penalty: 3191.852295
	Iteration 13Q: 3 clusters Score -2037184 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2037820.750000 Penalty: 3191.852295
	Iteration 14Q: 3 clusters Score -2037821 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2038282.000000 Penalty: 3191.852295
	Iteration 15Q: 3 clusters Score -2038282 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2038573.125000 Penalty: 3191.852295
	Iteration 16Q: 3 clusters Score -2038573 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2038773.500000 Penalty: 3191.852295
	Iteration 17Q: 3 clusters Score -2038774 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2038923.500000 Penalty: 3191.852295
	Iteration 18Q: 3 clusters Score -2038924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2039020.375000 Penalty: 3191.852295
	Iteration 19Q: 3 clusters Score -2039020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2039085.375000 Penalty: 3191.852295
	Iteration 20F: 3 clusters Score -2039085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2039144.500000 Penalty: 3191.852295
	Iteration 21Q: 3 clusters Score -2039144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2039198.875000 Penalty: 3191.852295
	Iteration 22Q: 3 clusters Score -2039199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2039236.625000 Penalty: 3191.852295
	Iteration 23Q: 3 clusters Score -2039237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2039271.500000 Penalty: 3191.852295
	Iteration 24Q: 3 clusters Score -2039272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2039310.500000 Penalty: 3191.852295
	Iteration 25Q: 3 clusters Score -2039310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2039344.250000 Penalty: 3191.852295
	Iteration 26Q: 3 clusters Score -2039344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2039359.625000 Penalty: 3191.852295
	Iteration 27Q: 3 clusters Score -2039360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2039380.500000 Penalty: 3191.852295
	Iteration 28Q: 3 clusters Score -2039380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2039391.375000 Penalty: 3191.852295
	Iteration 29Q: 3 clusters Score -2039391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2039401.875000 Penalty: 3191.852295
	Iteration 30Q: 3 clusters Score -2039402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2039414.875000 Penalty: 3191.852295
	Iteration 31Q: 3 clusters Score -2039415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2039425.625000 Penalty: 3191.852295
	Iteration 32Q: 3 clusters Score -2039426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2039431.875000 Penalty: 3191.852295
	Iteration 33Q: 3 clusters Score -2039432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2039438.500000 Penalty: 3191.852295
	Iteration 34Q: 3 clusters Score -2039438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2039447.125000 Penalty: 3191.852295
	Iteration 35Q: 3 clusters Score -2039447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2039451.375000 Penalty: 3191.852295
	Iteration 36Q: 3 clusters Score -2039451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2039454.250000 Penalty: 3191.852295
	Iteration 37Q: 3 clusters Score -2039454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2039460.750000 Penalty: 3191.852295
	Iteration 38Q: 3 clusters Score -2039461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2039466.000000 Penalty: 3191.852295
	Iteration 39Q: 3 clusters Score -2039466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2039469.000000 Penalty: 3191.852295
	Iteration 40F: 3 clusters Score -2039469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2039469.750000 Penalty: 3191.852295
	Iteration 41Q: 3 clusters Score -2039470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2039472.500000 Penalty: 3191.852295
	Iteration 42Q: 3 clusters Score -2039472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2039474.750000 Penalty: 3191.852295
	Iteration 43Q: 3 clusters Score -2039475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2039479.375000 Penalty: 3191.852295
	Iteration 44Q: 3 clusters Score -2039479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2039483.125000 Penalty: 3191.852295
	Iteration 45Q: 3 clusters Score -2039483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2039484.000000 Penalty: 3191.852295
	Iteration 46Q: 3 clusters Score -2039484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2039483.125000 Penalty: 3191.852295
	Iteration 47Q: 3 clusters Score -2039483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2039483.125000 Penalty: 3191.852295
	Iteration 48F: 3 clusters Score -2039483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Entering Unmasked Estep 
Score: -5237585.500000 Penalty: 1758.109985
	Iteration 0F: 2 clusters Score -5237586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -5204084.500000 Penalty: 3516.219971
	Iteration 0F: 3 clusters Score -5204084 nChanged 23536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5217419.000000 Penalty: 3516.219971
	Iteration 1F: 3 clusters Score -5217419 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5218035.000000 Penalty: 3516.219971
	Iteration 2Q: 3 clusters Score -5218035 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5218969.500000 Penalty: 3516.219971
	Iteration 3Q: 3 clusters Score -5218970 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -5220625.000000 Penalty: 3516.219971
	Iteration 4F: 3 clusters Score -5220625 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5223583.000000 Penalty: 3516.219971
	Iteration 5F: 3 clusters Score -5223583 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5227827.000000 Penalty: 3516.219971
	Iteration 6F: 3 clusters Score -5227827 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -5231630.500000 Penalty: 3516.219971
	Iteration 7F: 3 clusters Score -5231630 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5233943.000000 Penalty: 3516.219971
	Iteration 8F: 3 clusters Score -5233943 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -5235251.000000 Penalty: 3516.219971
	Iteration 9Q: 3 clusters Score -5235251 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -5235938.500000 Penalty: 3516.219971
	Iteration 10Q: 3 clusters Score -5235938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -5236226.000000 Penalty: 3516.219971
	Iteration 11Q: 3 clusters Score -5236226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -5236389.000000 Penalty: 3516.219971
	Iteration 12Q: 3 clusters Score -5236389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -5236498.500000 Penalty: 3516.219971
	Iteration 13Q: 3 clusters Score -5236498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -5236567.000000 Penalty: 3516.219971
	Iteration 14Q: 3 clusters Score -5236567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -5236592.000000 Penalty: 3516.219971
	Iteration 15Q: 3 clusters Score -5236592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -5236603.000000 Penalty: 3516.219971
	Iteration 16Q: 3 clusters Score -5236603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -5236610.500000 Penalty: 3516.219971
	Iteration 17Q: 3 clusters Score -5236610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -5236615.500000 Penalty: 3516.219971
	Iteration 18Q: 3 clusters Score -5236616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5236622.500000 Penalty: 3516.219971
	Iteration 19Q: 3 clusters Score -5236622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5236622.500000 Penalty: 3516.219971
	Iteration 20F: 3 clusters Score -5236622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -264431.593750 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -264431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262059.546875 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -262059.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262596.562500 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -262596.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -262696.187500 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -262696.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -262754.781250 Penalty: 2545.662354
	Iteration 3Q: 3 clusters Score -262754.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -262800.093750 Penalty: 2545.662354
	Iteration 4Q: 3 clusters Score -262800.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262833.937500 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -262833.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262853.843750 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -262853.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262863.687500 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -262863.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262872.125000 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -262872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -262879.343750 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -262879.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -262886.375000 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -262886.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262892.031250 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -262892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262896.687500 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -262896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262898.500000 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -262898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262901.562500 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -262901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262902.500000 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -262902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262903.031250 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -262903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262903.281250 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -262903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262904.531250 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -262904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -262905.125000 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -262905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262906.906250 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -262906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262908.250000 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -262908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262912.375000 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -262912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262914.937500 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -262914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -262915.625000 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -262915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -262917.093750 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -262917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262918.750000 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -262918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262920.093750 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -262920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262923.000000 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -262923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262924.906250 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -262924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -262929.156250 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -262929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262932.625000 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -262932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262936.187500 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -262936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -262942.343750 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -262942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262945.312500 Penalty: 2545.662354
	Iteration 34Q: 3 clusters Score -262945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -262946.812500 Penalty: 2545.662354
	Iteration 35Q: 3 clusters Score -262946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -262947.062500 Penalty: 2545.662354
	Iteration 36Q: 3 clusters Score -262947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -262947.062500 Penalty: 2545.662354
	Iteration 37F: 3 clusters Score -262947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Entering Unmasked Estep 
Score: -8272133.500000 Penalty: 1824.653564
	Iteration 0F: 2 clusters Score -8272134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -8222066.000000 Penalty: 3649.307129
	Iteration 0F: 3 clusters Score -8222066 nChanged 35778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -8242561.000000 Penalty: 3649.307129
	Iteration 1F: 3 clusters Score -8242561 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -8243123.500000 Penalty: 3649.307129
	Iteration 2Q: 3 clusters Score -8243124 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -8243724.500000 Penalty: 3649.307129
	Iteration 3Q: 3 clusters Score -8243724 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8244575.500000 Penalty: 3649.307129
	Iteration 4Q: 3 clusters Score -8244576 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8245944.500000 Penalty: 3649.307129
	Iteration 5Q: 3 clusters Score -8245944 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -8248156.000000 Penalty: 3649.307129
	Iteration 6F: 3 clusters Score -8248156 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -8251286.000000 Penalty: 3649.307129
	Iteration 7F: 3 clusters Score -8251286 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -8255061.000000 Penalty: 3649.307129
	Iteration 8F: 3 clusters Score -8255061 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -8258845.500000 Penalty: 3649.307129
	Iteration 9F: 3 clusters Score -8258846 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -8261821.500000 Penalty: 3649.307129
	Iteration 10Q: 3 clusters Score -8261822 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -8264016.500000 Penalty: 3649.307129
	Iteration 11Q: 3 clusters Score -8264016 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -8265565.000000 Penalty: 3649.307129
	Iteration 12Q: 3 clusters Score -8265565 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -8266833.500000 Penalty: 3649.307129
	Iteration 13Q: 3 clusters Score -8266834 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -8267761.500000 Penalty: 3649.307129
	Iteration 14Q: 3 clusters Score -8267762 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -8268527.000000 Penalty: 3649.307129
	Iteration 15Q: 3 clusters Score -8268527 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -8269155.000000 Penalty: 3649.307129
	Iteration 16Q: 3 clusters Score -8269155 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -8269591.000000 Penalty: 3649.307129
	Iteration 17Q: 3 clusters Score -8269591 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -8269920.000000 Penalty: 3649.307129
	Iteration 18Q: 3 clusters Score -8269920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -8270172.000000 Penalty: 3649.307129
	Iteration 19Q: 3 clusters Score -8270172 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -8270311.500000 Penalty: 3649.307129
	Iteration 20F: 3 clusters Score -8270312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -8270402.000000 Penalty: 3649.307129
	Iteration 21Q: 3 clusters Score -8270402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -8270472.500000 Penalty: 3649.307129
	Iteration 22Q: 3 clusters Score -8270472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -8270518.500000 Penalty: 3649.307129
	Iteration 23Q: 3 clusters Score -8270518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -8270544.500000 Penalty: 3649.307129
	Iteration 24Q: 3 clusters Score -8270544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -8270560.000000 Penalty: 3649.307129
	Iteration 25Q: 3 clusters Score -8270560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -8270578.000000 Penalty: 3649.307129
	Iteration 26Q: 3 clusters Score -8270578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -8270582.500000 Penalty: 3649.307129
	Iteration 27Q: 3 clusters Score -8270582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -8270586.000000 Penalty: 3649.307129
	Iteration 28Q: 3 clusters Score -8270586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -8270584.500000 Penalty: 3649.307129
	Iteration 29Q: 3 clusters Score -8270584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -8270584.500000 Penalty: 3649.307129
	Iteration 30F: 3 clusters Score -8270584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -300841.031250 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -300841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -298133.968750 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -298134 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -298840.437500 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -298840.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -299069.218750 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -299069.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -299315.750000 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -299315.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -299634.218750 Penalty: 2599.677246
	Iteration 4F: 3 clusters Score -299634.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -299911.718750 Penalty: 2599.677246
	Iteration 5F: 3 clusters Score -299911.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -300137.562500 Penalty: 2599.677246
	Iteration 6F: 3 clusters Score -300137.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -300305.843750 Penalty: 2599.677246
	Iteration 7F: 3 clusters Score -300305.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -300364.343750 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -300364.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -300398.593750 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -300398.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -300422.718750 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -300422.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -300441.906250 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -300441.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -300455.156250 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -300455.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -300465.781250 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -300465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -300475.343750 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -300475.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -300485.156250 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -300485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -300496.218750 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -300496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -300505.843750 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -300505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -300513.343750 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -300513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -300520.781250 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -300520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -300528.906250 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -300528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -300533.625000 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -300533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -300535.500000 Penalty: 2599.677246
	Iteration 22Q: 3 clusters Score -300535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -300536.281250 Penalty: 2599.677246
	Iteration 23Q: 3 clusters Score -300536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -300536.625000 Penalty: 2599.677246
	Iteration 24Q: 3 clusters Score -300536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -300536.625000 Penalty: 2599.677246
	Iteration 25F: 3 clusters Score -300536.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -164500.843750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -164500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162733.031250 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -162733 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163096.593750 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -163096.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163182.750000 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -163182.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163228.578125 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -163228.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -163264.343750 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -163264.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -163299.437500 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -163299.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -163330.500000 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -163330.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163348.421875 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -163348.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -163363.781250 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -163363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163381.578125 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -163381.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -163402.140625 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -163402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -163413.890625 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -163413.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -163426.656250 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -163426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -163435.046875 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -163435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -163440.421875 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -163440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -163445.359375 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -163445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -163452.812500 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -163452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -163457.046875 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -163457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -163459.640625 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -163459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -163465.671875 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -163465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -163468.515625 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -163468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -163470.625000 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -163470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -163474.250000 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -163474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -163482.968750 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -163483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -163490.968750 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -163491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -163497.156250 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -163497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -163502.671875 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -163502.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -163506.515625 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -163506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -163509.734375 Penalty: 2378.093994
	Iteration 28Q: 3 clusters Score -163509.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -163514.125000 Penalty: 2378.093994
	Iteration 29Q: 3 clusters Score -163514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -163519.234375 Penalty: 2378.093994
	Iteration 30Q: 3 clusters Score -163519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -163524.078125 Penalty: 2378.093994
	Iteration 31Q: 3 clusters Score -163524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -163529.421875 Penalty: 2378.093994
	Iteration 32Q: 3 clusters Score -163529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -163533.437500 Penalty: 2378.093994
	Iteration 33Q: 3 clusters Score -163533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -163536.968750 Penalty: 2378.093994
	Iteration 34Q: 3 clusters Score -163537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -163540.125000 Penalty: 2378.093994
	Iteration 35Q: 3 clusters Score -163540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -163542.453125 Penalty: 2378.093994
	Iteration 36Q: 3 clusters Score -163542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -163545.843750 Penalty: 2378.093994
	Iteration 37Q: 3 clusters Score -163545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -163548.203125 Penalty: 2378.093994
	Iteration 38Q: 3 clusters Score -163548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -163550.218750 Penalty: 2378.093994
	Iteration 39Q: 3 clusters Score -163550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -163551.500000 Penalty: 2378.093994
	Iteration 40F: 3 clusters Score -163551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -163552.140625 Penalty: 2378.093994
	Iteration 41Q: 3 clusters Score -163552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -163552.140625 Penalty: 2378.093994
	Iteration 42F: 3 clusters Score -163552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -592435.750000 Penalty: 1395.584351
	Iteration 0F: 2 clusters Score -592435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -588220.312500 Penalty: 2791.168701
	Iteration 0F: 3 clusters Score -588220.3 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -589475.125000 Penalty: 2791.168701
	Iteration 1F: 3 clusters Score -589475.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -589631.687500 Penalty: 2791.168701
	Iteration 2F: 3 clusters Score -589631.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -589730.187500 Penalty: 2791.168701
	Iteration 3Q: 3 clusters Score -589730.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -589824.250000 Penalty: 2791.168701
	Iteration 4Q: 3 clusters Score -589824.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -589932.937500 Penalty: 2791.168701
	Iteration 5Q: 3 clusters Score -589932.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -590033.000000 Penalty: 2791.168701
	Iteration 6Q: 3 clusters Score -590033 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -590154.437500 Penalty: 2791.168701
	Iteration 7Q: 3 clusters Score -590154.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -590286.375000 Penalty: 2791.168701
	Iteration 8Q: 3 clusters Score -590286.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -590416.187500 Penalty: 2791.168701
	Iteration 9Q: 3 clusters Score -590416.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -590565.062500 Penalty: 2791.168701
	Iteration 10Q: 3 clusters Score -590565.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -590685.125000 Penalty: 2791.168701
	Iteration 11Q: 3 clusters Score -590685.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -590793.312500 Penalty: 2791.168701
	Iteration 12Q: 3 clusters Score -590793.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -590888.062500 Penalty: 2791.168701
	Iteration 13Q: 3 clusters Score -590888.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -590971.000000 Penalty: 2791.168701
	Iteration 14Q: 3 clusters Score -590971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -591046.562500 Penalty: 2791.168701
	Iteration 15Q: 3 clusters Score -591046.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -591107.687500 Penalty: 2791.168701
	Iteration 16Q: 3 clusters Score -591107.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -591160.812500 Penalty: 2791.168701
	Iteration 17Q: 3 clusters Score -591160.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -591211.937500 Penalty: 2791.168701
	Iteration 18Q: 3 clusters Score -591211.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -591239.250000 Penalty: 2791.168701
	Iteration 19Q: 3 clusters Score -591239.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -591258.000000 Penalty: 2791.168701
	Iteration 20F: 3 clusters Score -591258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -591274.437500 Penalty: 2791.168701
	Iteration 21Q: 3 clusters Score -591274.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -591293.250000 Penalty: 2791.168701
	Iteration 22Q: 3 clusters Score -591293.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -591305.000000 Penalty: 2791.168701
	Iteration 23Q: 3 clusters Score -591305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -591310.812500 Penalty: 2791.168701
	Iteration 24Q: 3 clusters Score -591310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -591313.312500 Penalty: 2791.168701
	Iteration 25Q: 3 clusters Score -591313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -591316.625000 Penalty: 2791.168701
	Iteration 26Q: 3 clusters Score -591316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -591318.062500 Penalty: 2791.168701
	Iteration 27Q: 3 clusters Score -591318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -591318.375000 Penalty: 2791.168701
	Iteration 28Q: 3 clusters Score -591318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -591318.937500 Penalty: 2791.168701
	Iteration 29Q: 3 clusters Score -591318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -591319.375000 Penalty: 2791.168701
	Iteration 30Q: 3 clusters Score -591319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -591319.687500 Penalty: 2791.168701
	Iteration 31Q: 3 clusters Score -591319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -591319.937500 Penalty: 2791.168701
	Iteration 32Q: 3 clusters Score -591319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -591320.312500 Penalty: 2791.168701
	Iteration 33Q: 3 clusters Score -591320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -591322.625000 Penalty: 2791.168701
	Iteration 34Q: 3 clusters Score -591322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -591326.187500 Penalty: 2791.168701
	Iteration 35Q: 3 clusters Score -591326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -591328.062500 Penalty: 2791.168701
	Iteration 36Q: 3 clusters Score -591328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -591329.187500 Penalty: 2791.168701
	Iteration 37Q: 3 clusters Score -591329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -591332.375000 Penalty: 2791.168701
	Iteration 38Q: 3 clusters Score -591332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -591333.812500 Penalty: 2791.168701
	Iteration 39Q: 3 clusters Score -591333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -591335.500000 Penalty: 2791.168701
	Iteration 40F: 3 clusters Score -591335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -591335.562500 Penalty: 2791.168701
	Iteration 41Q: 3 clusters Score -591335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -591336.562500 Penalty: 2791.168701
	Iteration 42Q: 3 clusters Score -591336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -591336.562500 Penalty: 2791.168701
	Iteration 43F: 3 clusters Score -591336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Entering Unmasked Estep 
Score: -3513454.250000 Penalty: 1685.463623
	Iteration 0F: 2 clusters Score -3513454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3491932.250000 Penalty: 3370.927246
	Iteration 0F: 3 clusters Score -3491932 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3500188.000000 Penalty: 3370.927246
	Iteration 1F: 3 clusters Score -3500188 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3500663.250000 Penalty: 3370.927246
	Iteration 2Q: 3 clusters Score -3500663 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3501260.250000 Penalty: 3370.927246
	Iteration 3Q: 3 clusters Score -3501260 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3502016.000000 Penalty: 3370.927246
	Iteration 4Q: 3 clusters Score -3502016 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3503045.500000 Penalty: 3370.927246
	Iteration 5F: 3 clusters Score -3503046 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3504346.750000 Penalty: 3370.927246
	Iteration 6F: 3 clusters Score -3504347 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3505971.500000 Penalty: 3370.927246
	Iteration 7F: 3 clusters Score -3505972 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3507699.500000 Penalty: 3370.927246
	Iteration 8F: 3 clusters Score -3507700 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3508872.000000 Penalty: 3370.927246
	Iteration 9F: 3 clusters Score -3508872 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3509407.500000 Penalty: 3370.927246
	Iteration 10Q: 3 clusters Score -3509408 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3509612.250000 Penalty: 3370.927246
	Iteration 11Q: 3 clusters Score -3509612 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3509774.250000 Penalty: 3370.927246
	Iteration 12Q: 3 clusters Score -3509774 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3509856.750000 Penalty: 3370.927246
	Iteration 13Q: 3 clusters Score -3509857 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3509948.250000 Penalty: 3370.927246
	Iteration 14Q: 3 clusters Score -3509948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3510022.750000 Penalty: 3370.927246
	Iteration 15Q: 3 clusters Score -3510023 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3510077.750000 Penalty: 3370.927246
	Iteration 16Q: 3 clusters Score -3510078 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3510123.250000 Penalty: 3370.927246
	Iteration 17Q: 3 clusters Score -3510123 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3510159.500000 Penalty: 3370.927246
	Iteration 18Q: 3 clusters Score -3510160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3510192.750000 Penalty: 3370.927246
	Iteration 19Q: 3 clusters Score -3510193 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3510235.750000 Penalty: 3370.927246
	Iteration 20F: 3 clusters Score -3510236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3510252.250000 Penalty: 3370.927246
	Iteration 21Q: 3 clusters Score -3510252 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3510285.500000 Penalty: 3370.927246
	Iteration 22Q: 3 clusters Score -3510286 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3510313.250000 Penalty: 3370.927246
	Iteration 23Q: 3 clusters Score -3510313 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3510356.250000 Penalty: 3370.927246
	Iteration 24Q: 3 clusters Score -3510356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3510382.750000 Penalty: 3370.927246
	Iteration 25Q: 3 clusters Score -3510383 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3510403.250000 Penalty: 3370.927246
	Iteration 26Q: 3 clusters Score -3510403 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3510439.250000 Penalty: 3370.927246
	Iteration 27Q: 3 clusters Score -3510439 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -3510456.750000 Penalty: 3370.927246
	Iteration 28Q: 3 clusters Score -3510457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3510475.000000 Penalty: 3370.927246
	Iteration 29Q: 3 clusters Score -3510475 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3510517.500000 Penalty: 3370.927246
	Iteration 30Q: 3 clusters Score -3510518 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3510534.000000 Penalty: 3370.927246
	Iteration 31Q: 3 clusters Score -3510534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3510570.750000 Penalty: 3370.927246
	Iteration 32Q: 3 clusters Score -3510571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3510597.250000 Penalty: 3370.927246
	Iteration 33Q: 3 clusters Score -3510597 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3510617.750000 Penalty: 3370.927246
	Iteration 34Q: 3 clusters Score -3510618 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3510673.000000 Penalty: 3370.927246
	Iteration 35Q: 3 clusters Score -3510673 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3510711.750000 Penalty: 3370.927246
	Iteration 36Q: 3 clusters Score -3510712 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3510754.000000 Penalty: 3370.927246
	Iteration 37Q: 3 clusters Score -3510754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3510784.250000 Penalty: 3370.927246
	Iteration 38Q: 3 clusters Score -3510784 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3510822.250000 Penalty: 3370.927246
	Iteration 39Q: 3 clusters Score -3510822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3510847.750000 Penalty: 3370.927246
	Iteration 40F: 3 clusters Score -3510848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3510866.500000 Penalty: 3370.927246
	Iteration 41Q: 3 clusters Score -3510866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3510889.000000 Penalty: 3370.927246
	Iteration 42Q: 3 clusters Score -3510889 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3510908.000000 Penalty: 3370.927246
	Iteration 43Q: 3 clusters Score -3510908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3510924.000000 Penalty: 3370.927246
	Iteration 44Q: 3 clusters Score -3510924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3510941.250000 Penalty: 3370.927246
	Iteration 45Q: 3 clusters Score -3510941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3510960.250000 Penalty: 3370.927246
	Iteration 46Q: 3 clusters Score -3510960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3510984.750000 Penalty: 3370.927246
	Iteration 47Q: 3 clusters Score -3510985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3511013.250000 Penalty: 3370.927246
	Iteration 48Q: 3 clusters Score -3511013 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3511045.750000 Penalty: 3370.927246
	Iteration 49Q: 3 clusters Score -3511046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3511074.500000 Penalty: 3370.927246
	Iteration 50Q: 3 clusters Score -3511074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3511109.250000 Penalty: 3370.927246
	Iteration 51Q: 3 clusters Score -3511109 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3511131.250000 Penalty: 3370.927246
	Iteration 52Q: 3 clusters Score -3511131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3511166.250000 Penalty: 3370.927246
	Iteration 53Q: 3 clusters Score -3511166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3511198.250000 Penalty: 3370.927246
	Iteration 54Q: 3 clusters Score -3511198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3511225.500000 Penalty: 3370.927246
	Iteration 55Q: 3 clusters Score -3511226 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3511251.500000 Penalty: 3370.927246
	Iteration 56Q: 3 clusters Score -3511252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3511291.000000 Penalty: 3370.927246
	Iteration 57Q: 3 clusters Score -3511291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3511313.000000 Penalty: 3370.927246
	Iteration 58Q: 3 clusters Score -3511313 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3511350.000000 Penalty: 3370.927246
	Iteration 59Q: 3 clusters Score -3511350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3511375.500000 Penalty: 3370.927246
	Iteration 60F: 3 clusters Score -3511376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3511406.500000 Penalty: 3370.927246
	Iteration 61Q: 3 clusters Score -3511406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3511431.750000 Penalty: 3370.927246
	Iteration 62Q: 3 clusters Score -3511432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3511470.500000 Penalty: 3370.927246
	Iteration 63Q: 3 clusters Score -3511470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3511493.750000 Penalty: 3370.927246
	Iteration 64Q: 3 clusters Score -3511494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3511505.000000 Penalty: 3370.927246
	Iteration 65Q: 3 clusters Score -3511505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3511530.000000 Penalty: 3370.927246
	Iteration 66Q: 3 clusters Score -3511530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3511535.750000 Penalty: 3370.927246
	Iteration 67Q: 3 clusters Score -3511536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3511560.000000 Penalty: 3370.927246
	Iteration 68Q: 3 clusters Score -3511560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3511581.250000 Penalty: 3370.927246
	Iteration 69Q: 3 clusters Score -3511581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3511596.250000 Penalty: 3370.927246
	Iteration 70Q: 3 clusters Score -3511596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3511604.750000 Penalty: 3370.927246
	Iteration 71Q: 3 clusters Score -3511605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3511623.500000 Penalty: 3370.927246
	Iteration 72Q: 3 clusters Score -3511624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3511645.500000 Penalty: 3370.927246
	Iteration 73Q: 3 clusters Score -3511646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3511653.000000 Penalty: 3370.927246
	Iteration 74Q: 3 clusters Score -3511653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3511662.250000 Penalty: 3370.927246
	Iteration 75Q: 3 clusters Score -3511662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3511667.000000 Penalty: 3370.927246
	Iteration 76Q: 3 clusters Score -3511667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3511682.500000 Penalty: 3370.927246
	Iteration 77Q: 3 clusters Score -3511682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3511675.000000 Penalty: 3370.927246
	Iteration 78Q: 3 clusters Score -3511675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3511699.250000 Penalty: 3370.927246
	Iteration 79Q: 3 clusters Score -3511699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3511713.500000 Penalty: 3370.927246
	Iteration 80F: 3 clusters Score -3511714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3511711.250000 Penalty: 3370.927246
	Iteration 81Q: 3 clusters Score -3511711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3511724.000000 Penalty: 3370.927246
	Iteration 82Q: 3 clusters Score -3511724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3511733.250000 Penalty: 3370.927246
	Iteration 83Q: 3 clusters Score -3511733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3511737.000000 Penalty: 3370.927246
	Iteration 84Q: 3 clusters Score -3511737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3511731.500000 Penalty: 3370.927246
	Iteration 85Q: 3 clusters Score -3511732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3511737.000000 Penalty: 3370.927246
	Iteration 86Q: 3 clusters Score -3511737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3511744.500000 Penalty: 3370.927246
	Iteration 87Q: 3 clusters Score -3511744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3511746.750000 Penalty: 3370.927246
	Iteration 88Q: 3 clusters Score -3511747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3511748.500000 Penalty: 3370.927246
	Iteration 89Q: 3 clusters Score -3511748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3511751.750000 Penalty: 3370.927246
	Iteration 90Q: 3 clusters Score -3511752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3511759.750000 Penalty: 3370.927246
	Iteration 91Q: 3 clusters Score -3511760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3511756.750000 Penalty: 3370.927246
	Iteration 92Q: 3 clusters Score -3511757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3511764.250000 Penalty: 3370.927246
	Iteration 93Q: 3 clusters Score -3511764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3511776.250000 Penalty: 3370.927246
	Iteration 94Q: 3 clusters Score -3511776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3511770.000000 Penalty: 3370.927246
	Iteration 95Q: 3 clusters Score -3511770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3511778.250000 Penalty: 3370.927246
	Iteration 96Q: 3 clusters Score -3511778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3511781.000000 Penalty: 3370.927246
	Iteration 97Q: 3 clusters Score -3511781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3511779.250000 Penalty: 3370.927246
	Iteration 98Q: 3 clusters Score -3511779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3511779.500000 Penalty: 3370.927246
	Iteration 99Q: 3 clusters Score -3511780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3511778.000000 Penalty: 3370.927246
	Iteration 100F: 3 clusters Score -3511778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3511781.250000 Penalty: 3370.927246
	Iteration 101Q: 3 clusters Score -3511781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3511782.250000 Penalty: 3370.927246
	Iteration 102Q: 3 clusters Score -3511782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3511790.000000 Penalty: 3370.927246
	Iteration 103Q: 3 clusters Score -3511790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3511784.500000 Penalty: 3370.927246
	Iteration 104Q: 3 clusters Score -3511784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3511785.500000 Penalty: 3370.927246
	Iteration 105Q: 3 clusters Score -3511786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3511783.000000 Penalty: 3370.927246
	Iteration 106Q: 3 clusters Score -3511783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3511785.500000 Penalty: 3370.927246
	Iteration 107Q: 3 clusters Score -3511786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3511790.500000 Penalty: 3370.927246
	Iteration 108Q: 3 clusters Score -3511790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3511791.250000 Penalty: 3370.927246
	Iteration 109Q: 3 clusters Score -3511791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3511794.250000 Penalty: 3370.927246
	Iteration 110Q: 3 clusters Score -3511794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3511800.250000 Penalty: 3370.927246
	Iteration 111Q: 3 clusters Score -3511800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3511804.000000 Penalty: 3370.927246
	Iteration 112Q: 3 clusters Score -3511804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3511803.250000 Penalty: 3370.927246
	Iteration 113Q: 3 clusters Score -3511803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3511798.750000 Penalty: 3370.927246
	Iteration 114Q: 3 clusters Score -3511799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3511797.750000 Penalty: 3370.927246
	Iteration 115Q: 3 clusters Score -3511798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3511799.500000 Penalty: 3370.927246
	Iteration 116Q: 3 clusters Score -3511800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3511794.750000 Penalty: 3370.927246
	Iteration 117Q: 3 clusters Score -3511795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3511795.000000 Penalty: 3370.927246
	Iteration 118Q: 3 clusters Score -3511795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3511798.000000 Penalty: 3370.927246
	Iteration 119Q: 3 clusters Score -3511798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3511797.000000 Penalty: 3370.927246
	Iteration 120F: 3 clusters Score -3511797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3511802.750000 Penalty: 3370.927246
	Iteration 121Q: 3 clusters Score -3511803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3511798.750000 Penalty: 3370.927246
	Iteration 122Q: 3 clusters Score -3511799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3511803.500000 Penalty: 3370.927246
	Iteration 123Q: 3 clusters Score -3511804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3511804.500000 Penalty: 3370.927246
	Iteration 124Q: 3 clusters Score -3511804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3511810.250000 Penalty: 3370.927246
	Iteration 125Q: 3 clusters Score -3511810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3511810.500000 Penalty: 3370.927246
	Iteration 126Q: 3 clusters Score -3511810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3511811.250000 Penalty: 3370.927246
	Iteration 127Q: 3 clusters Score -3511811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3511809.750000 Penalty: 3370.927246
	Iteration 128Q: 3 clusters Score -3511810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3511813.750000 Penalty: 3370.927246
	Iteration 129Q: 3 clusters Score -3511814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3511819.250000 Penalty: 3370.927246
	Iteration 130Q: 3 clusters Score -3511819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3511818.000000 Penalty: 3370.927246
	Iteration 131Q: 3 clusters Score -3511818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3511816.000000 Penalty: 3370.927246
	Iteration 132Q: 3 clusters Score -3511816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3511816.000000 Penalty: 3370.927246
	Iteration 133Q: 3 clusters Score -3511816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3511812.250000 Penalty: 3370.927246
	Iteration 134Q: 3 clusters Score -3511812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3511811.500000 Penalty: 3370.927246
	Iteration 135Q: 3 clusters Score -3511812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3511811.500000 Penalty: 3370.927246
	Iteration 136F: 3 clusters Score -3511812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117338.335938 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -117338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115832.164062 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -115832.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116096.804688 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -116096.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116156.015625 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -116156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116189.539062 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -116189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116206.054688 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -116206.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116219.250000 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -116219.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116233.242188 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -116233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116243.734375 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -116243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116248.070312 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -116248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116250.296875 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -116250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116251.054688 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -116251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116252.640625 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -116252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116254.265625 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -116254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116254.906250 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -116254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116254.906250 Penalty: 2267.616455
	Iteration 14F: 3 clusters Score -116254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Entering Unmasked Estep 
Score: -4069471.500000 Penalty: 1708.985352
	Iteration 0F: 2 clusters Score -4069472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4044729.500000 Penalty: 3417.970703
	Iteration 0F: 3 clusters Score -4044730 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4054331.000000 Penalty: 3417.970703
	Iteration 1F: 3 clusters Score -4054331 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -4054846.750000 Penalty: 3417.970703
	Iteration 2Q: 3 clusters Score -4054847 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4055434.750000 Penalty: 3417.970703
	Iteration 3Q: 3 clusters Score -4055435 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4056151.750000 Penalty: 3417.970703
	Iteration 4Q: 3 clusters Score -4056152 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -4057274.750000 Penalty: 3417.970703
	Iteration 5F: 3 clusters Score -4057275 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4058755.500000 Penalty: 3417.970703
	Iteration 6F: 3 clusters Score -4058756 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4060773.250000 Penalty: 3417.970703
	Iteration 7F: 3 clusters Score -4060773 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4063067.000000 Penalty: 3417.970703
	Iteration 8F: 3 clusters Score -4063067 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4065156.500000 Penalty: 3417.970703
	Iteration 9F: 3 clusters Score -4065156 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4066547.750000 Penalty: 3417.970703
	Iteration 10Q: 3 clusters Score -4066548 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4067270.000000 Penalty: 3417.970703
	Iteration 11Q: 3 clusters Score -4067270 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4067583.000000 Penalty: 3417.970703
	Iteration 12Q: 3 clusters Score -4067583 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -4067751.250000 Penalty: 3417.970703
	Iteration 13Q: 3 clusters Score -4067751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4067839.000000 Penalty: 3417.970703
	Iteration 14Q: 3 clusters Score -4067839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -4067887.000000 Penalty: 3417.970703
	Iteration 15Q: 3 clusters Score -4067887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4067926.250000 Penalty: 3417.970703
	Iteration 16Q: 3 clusters Score -4067926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4067944.750000 Penalty: 3417.970703
	Iteration 17Q: 3 clusters Score -4067945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4067953.750000 Penalty: 3417.970703
	Iteration 18Q: 3 clusters Score -4067954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4067959.750000 Penalty: 3417.970703
	Iteration 19Q: 3 clusters Score -4067960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4067962.000000 Penalty: 3417.970703
	Iteration 20F: 3 clusters Score -4067962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4067964.500000 Penalty: 3417.970703
	Iteration 21Q: 3 clusters Score -4067964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -4067967.500000 Penalty: 3417.970703
	Iteration 22Q: 3 clusters Score -4067968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4067971.250000 Penalty: 3417.970703
	Iteration 23Q: 3 clusters Score -4067971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4067972.250000 Penalty: 3417.970703
	Iteration 24Q: 3 clusters Score -4067972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4067972.000000 Penalty: 3417.970703
	Iteration 25Q: 3 clusters Score -4067972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4067979.250000 Penalty: 3417.970703
	Iteration 26Q: 3 clusters Score -4067979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4067982.750000 Penalty: 3417.970703
	Iteration 27Q: 3 clusters Score -4067983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4067984.250000 Penalty: 3417.970703
	Iteration 28Q: 3 clusters Score -4067984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4067989.750000 Penalty: 3417.970703
	Iteration 29Q: 3 clusters Score -4067990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4067995.250000 Penalty: 3417.970703
	Iteration 30Q: 3 clusters Score -4067995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4068001.000000 Penalty: 3417.970703
	Iteration 31Q: 3 clusters Score -4068001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4068002.000000 Penalty: 3417.970703
	Iteration 32Q: 3 clusters Score -4068002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4068003.000000 Penalty: 3417.970703
	Iteration 33Q: 3 clusters Score -4068003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4068003.250000 Penalty: 3417.970703
	Iteration 34Q: 3 clusters Score -4068003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4068008.250000 Penalty: 3417.970703
	Iteration 35Q: 3 clusters Score -4068008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4068014.500000 Penalty: 3417.970703
	Iteration 36Q: 3 clusters Score -4068014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4068019.500000 Penalty: 3417.970703
	Iteration 37Q: 3 clusters Score -4068020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4068026.000000 Penalty: 3417.970703
	Iteration 38Q: 3 clusters Score -4068026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4068025.500000 Penalty: 3417.970703
	Iteration 39Q: 3 clusters Score -4068026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4068026.500000 Penalty: 3417.970703
	Iteration 40F: 3 clusters Score -4068026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4068031.500000 Penalty: 3417.970703
	Iteration 41Q: 3 clusters Score -4068032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4068034.500000 Penalty: 3417.970703
	Iteration 42Q: 3 clusters Score -4068034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4068034.500000 Penalty: 3417.970703
	Iteration 43F: 3 clusters Score -4068034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -35406.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34456.605469 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -34456.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34609.378906 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -34609.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34686.218750 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -34686.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34719.875000 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -34719.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34736.863281 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -34736.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34753.472656 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -34753.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34763.171875 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -34763.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34778.773438 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -34778.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34780.582031 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -34780.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34780.582031 Penalty: 1949.654419
	Iteration 9F: 3 clusters Score -34780.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Entering Unmasked Estep 
Score: -3543234.000000 Penalty: 1686.553345
	Iteration 0F: 2 clusters Score -3543234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3521552.750000 Penalty: 3373.106689
	Iteration 0F: 3 clusters Score -3521553 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3529664.000000 Penalty: 3373.106689
	Iteration 1F: 3 clusters Score -3529664 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3530176.500000 Penalty: 3373.106689
	Iteration 2Q: 3 clusters Score -3530176 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3530719.750000 Penalty: 3373.106689
	Iteration 3Q: 3 clusters Score -3530720 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3531406.750000 Penalty: 3373.106689
	Iteration 4Q: 3 clusters Score -3531407 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3532309.500000 Penalty: 3373.106689
	Iteration 5F: 3 clusters Score -3532310 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3533588.250000 Penalty: 3373.106689
	Iteration 6F: 3 clusters Score -3533588 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3535415.750000 Penalty: 3373.106689
	Iteration 7F: 3 clusters Score -3535416 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3537549.750000 Penalty: 3373.106689
	Iteration 8F: 3 clusters Score -3537550 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3539476.250000 Penalty: 3373.106689
	Iteration 9F: 3 clusters Score -3539476 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3540665.250000 Penalty: 3373.106689
	Iteration 10Q: 3 clusters Score -3540665 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3541147.500000 Penalty: 3373.106689
	Iteration 11Q: 3 clusters Score -3541148 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3541387.000000 Penalty: 3373.106689
	Iteration 12Q: 3 clusters Score -3541387 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3541537.000000 Penalty: 3373.106689
	Iteration 13Q: 3 clusters Score -3541537 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3541627.750000 Penalty: 3373.106689
	Iteration 14Q: 3 clusters Score -3541628 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3541704.500000 Penalty: 3373.106689
	Iteration 15Q: 3 clusters Score -3541704 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3541778.000000 Penalty: 3373.106689
	Iteration 16Q: 3 clusters Score -3541778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3541835.500000 Penalty: 3373.106689
	Iteration 17Q: 3 clusters Score -3541836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3541873.000000 Penalty: 3373.106689
	Iteration 18Q: 3 clusters Score -3541873 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3541908.000000 Penalty: 3373.106689
	Iteration 19Q: 3 clusters Score -3541908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3541939.000000 Penalty: 3373.106689
	Iteration 20F: 3 clusters Score -3541939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3541965.250000 Penalty: 3373.106689
	Iteration 21Q: 3 clusters Score -3541965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3541996.250000 Penalty: 3373.106689
	Iteration 22Q: 3 clusters Score -3541996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3542007.000000 Penalty: 3373.106689
	Iteration 23Q: 3 clusters Score -3542007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3542019.750000 Penalty: 3373.106689
	Iteration 24Q: 3 clusters Score -3542020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3542023.250000 Penalty: 3373.106689
	Iteration 25Q: 3 clusters Score -3542023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3542032.250000 Penalty: 3373.106689
	Iteration 26Q: 3 clusters Score -3542032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3542043.500000 Penalty: 3373.106689
	Iteration 27Q: 3 clusters Score -3542044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3542050.500000 Penalty: 3373.106689
	Iteration 28Q: 3 clusters Score -3542050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3542053.000000 Penalty: 3373.106689
	Iteration 29Q: 3 clusters Score -3542053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3542060.250000 Penalty: 3373.106689
	Iteration 30Q: 3 clusters Score -3542060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3542063.750000 Penalty: 3373.106689
	Iteration 31Q: 3 clusters Score -3542064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3542066.750000 Penalty: 3373.106689
	Iteration 32Q: 3 clusters Score -3542067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3542071.250000 Penalty: 3373.106689
	Iteration 33Q: 3 clusters Score -3542071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3542079.000000 Penalty: 3373.106689
	Iteration 34Q: 3 clusters Score -3542079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3542083.500000 Penalty: 3373.106689
	Iteration 35Q: 3 clusters Score -3542084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3542080.500000 Penalty: 3373.106689
	Iteration 36Q: 3 clusters Score -3542080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3542081.500000 Penalty: 3373.106689
	Iteration 37Q: 3 clusters Score -3542082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3542086.500000 Penalty: 3373.106689
	Iteration 38Q: 3 clusters Score -3542086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3542078.500000 Penalty: 3373.106689
	Iteration 39Q: 3 clusters Score -3542078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3542081.750000 Penalty: 3373.106689
	Iteration 40F: 3 clusters Score -3542082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3542083.500000 Penalty: 3373.106689
	Iteration 41Q: 3 clusters Score -3542084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3542083.500000 Penalty: 3373.106689
	Iteration 42F: 3 clusters Score -3542084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Entering Unmasked Estep 
Score: -13799941.000000 Penalty: 1908.061279
	Iteration 0F: 2 clusters Score -1.379994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -13715810.000000 Penalty: 3816.122559
	Iteration 0F: 3 clusters Score -1.371581e+07 nChanged 60520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -13750863.000000 Penalty: 3816.122559
	Iteration 1F: 3 clusters Score -1.375086e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -13751619.000000 Penalty: 3816.122559
	Iteration 2Q: 3 clusters Score -1.375162e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -13752550.000000 Penalty: 3816.122559
	Iteration 3Q: 3 clusters Score -1.375255e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -13753836.000000 Penalty: 3816.122559
	Iteration 4Q: 3 clusters Score -1.375384e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -13755792.000000 Penalty: 3816.122559
	Iteration 5Q: 3 clusters Score -1.375579e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -13758553.000000 Penalty: 3816.122559
	Iteration 6Q: 3 clusters Score -1.375855e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -13762676.000000 Penalty: 3816.122559
	Iteration 7F: 3 clusters Score -1.376268e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -13767701.000000 Penalty: 3816.122559
	Iteration 8F: 3 clusters Score -1.37677e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -13773020.000000 Penalty: 3816.122559
	Iteration 9F: 3 clusters Score -1.377302e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -13777736.000000 Penalty: 3816.122559
	Iteration 10F: 3 clusters Score -1.377774e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -13781583.000000 Penalty: 3816.122559
	Iteration 11Q: 3 clusters Score -1.378158e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -13784635.000000 Penalty: 3816.122559
	Iteration 12Q: 3 clusters Score -1.378464e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -13787030.000000 Penalty: 3816.122559
	Iteration 13Q: 3 clusters Score -1.378703e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -13788965.000000 Penalty: 3816.122559
	Iteration 14Q: 3 clusters Score -1.378896e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -13790492.000000 Penalty: 3816.122559
	Iteration 15Q: 3 clusters Score -1.379049e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -13791889.000000 Penalty: 3816.122559
	Iteration 16Q: 3 clusters Score -1.379189e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 114228 members 
Entering Unmasked Estep 
Score: -13793097.000000 Penalty: 3816.122559
	Iteration 17Q: 3 clusters Score -1.37931e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -13794151.000000 Penalty: 3816.122559
	Iteration 18Q: 3 clusters Score -1.379415e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -13795000.000000 Penalty: 3816.122559
	Iteration 19Q: 3 clusters Score -1.3795e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -13795689.000000 Penalty: 3816.122559
	Iteration 20F: 3 clusters Score -1.379569e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 120131 members 
Entering Unmasked Estep 
Score: -13796234.000000 Penalty: 3816.122559
	Iteration 21Q: 3 clusters Score -1.379623e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 121113 members 
Entering Unmasked Estep 
Score: -13796703.000000 Penalty: 3816.122559
	Iteration 22Q: 3 clusters Score -1.37967e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 121925 members 
Entering Unmasked Estep 
Score: -13797112.000000 Penalty: 3816.122559
	Iteration 23Q: 3 clusters Score -1.379711e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 122539 members 
Entering Unmasked Estep 
Score: -13797387.000000 Penalty: 3816.122559
	Iteration 24Q: 3 clusters Score -1.379739e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -13797601.000000 Penalty: 3816.122559
	Iteration 25Q: 3 clusters Score -1.37976e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -13797756.000000 Penalty: 3816.122559
	Iteration 26Q: 3 clusters Score -1.379776e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -13797900.000000 Penalty: 3816.122559
	Iteration 27Q: 3 clusters Score -1.37979e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -13798004.000000 Penalty: 3816.122559
	Iteration 28Q: 3 clusters Score -1.3798e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -13798073.000000 Penalty: 3816.122559
	Iteration 29Q: 3 clusters Score -1.379807e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 124271 members 
Entering Unmasked Estep 
Score: -13798175.000000 Penalty: 3816.122559
	Iteration 30Q: 3 clusters Score -1.379818e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -13798231.000000 Penalty: 3816.122559
	Iteration 31Q: 3 clusters Score -1.379823e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 124468 members 
Entering Unmasked Estep 
Score: -13798265.000000 Penalty: 3816.122559
	Iteration 32Q: 3 clusters Score -1.379826e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -13798300.000000 Penalty: 3816.122559
	Iteration 33Q: 3 clusters Score -1.37983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -13798333.000000 Penalty: 3816.122559
	Iteration 34Q: 3 clusters Score -1.379833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -13798362.000000 Penalty: 3816.122559
	Iteration 35Q: 3 clusters Score -1.379836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -13798398.000000 Penalty: 3816.122559
	Iteration 36Q: 3 clusters Score -1.37984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -13798399.000000 Penalty: 3816.122559
	Iteration 37Q: 3 clusters Score -1.37984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -13798420.000000 Penalty: 3816.122559
	Iteration 38Q: 3 clusters Score -1.379842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -13798442.000000 Penalty: 3816.122559
	Iteration 39Q: 3 clusters Score -1.379844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -13798458.000000 Penalty: 3816.122559
	Iteration 40F: 3 clusters Score -1.379846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -13798472.000000 Penalty: 3816.122559
	Iteration 41Q: 3 clusters Score -1.379847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -13798454.000000 Penalty: 3816.122559
	Iteration 42Q: 3 clusters Score -1.379845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -13798462.000000 Penalty: 3816.122559
	Iteration 43Q: 3 clusters Score -1.379846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 124847 members 
Entering Unmasked Estep 
Score: -13798465.000000 Penalty: 3816.122559
	Iteration 44Q: 3 clusters Score -1.379846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -13798457.000000 Penalty: 3816.122559
	Iteration 45Q: 3 clusters Score -1.379846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -13798455.000000 Penalty: 3816.122559
	Iteration 46Q: 3 clusters Score -1.379846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -13798456.000000 Penalty: 3816.122559
	Iteration 47Q: 3 clusters Score -1.379846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -13798447.000000 Penalty: 3816.122559
	Iteration 48Q: 3 clusters Score -1.379845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -13798451.000000 Penalty: 3816.122559
	Iteration 49Q: 3 clusters Score -1.379845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -13798452.000000 Penalty: 3816.122559
	Iteration 50Q: 3 clusters Score -1.379845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 124870 members 
Entering Unmasked Estep 
Score: -13798464.000000 Penalty: 3816.122559
	Iteration 51Q: 3 clusters Score -1.379846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -13798452.000000 Penalty: 3816.122559
	Iteration 52Q: 3 clusters Score -1.379845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -13798461.000000 Penalty: 3816.122559
	Iteration 53Q: 3 clusters Score -1.379846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -13798463.000000 Penalty: 3816.122559
	Iteration 54Q: 3 clusters Score -1.379846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -13798460.000000 Penalty: 3816.122559
	Iteration 55Q: 3 clusters Score -1.379846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
Score: -13798464.000000 Penalty: 3816.122559
	Iteration 56Q: 3 clusters Score -1.379846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 124895 members 
Entering Unmasked Estep 
Score: -13798468.000000 Penalty: 3816.122559
	Iteration 57Q: 3 clusters Score -1.379847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -13798472.000000 Penalty: 3816.122559
	Iteration 58Q: 3 clusters Score -1.379847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -13798478.000000 Penalty: 3816.122559
	Iteration 59Q: 3 clusters Score -1.379848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 124910 members 
Entering Unmasked Estep 
Score: -13798482.000000 Penalty: 3816.122559
	Iteration 60F: 3 clusters Score -1.379848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 124913 members 
Entering Unmasked Estep 
Score: -13798479.000000 Penalty: 3816.122559
	Iteration 61Q: 3 clusters Score -1.379848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -13798477.000000 Penalty: 3816.122559
	Iteration 62Q: 3 clusters Score -1.379848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 124922 members 
Entering Unmasked Estep 
Score: -13798483.000000 Penalty: 3816.122559
	Iteration 63Q: 3 clusters Score -1.379848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -13798493.000000 Penalty: 3816.122559
	Iteration 64Q: 3 clusters Score -1.379849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -13798489.000000 Penalty: 3816.122559
	Iteration 65Q: 3 clusters Score -1.379849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 124944 members 
Entering Unmasked Estep 
Score: -13798494.000000 Penalty: 3816.122559
	Iteration 66Q: 3 clusters Score -1.379849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 124953 members 
Entering Unmasked Estep 
Score: -13798504.000000 Penalty: 3816.122559
	Iteration 67Q: 3 clusters Score -1.37985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 124959 members 
Entering Unmasked Estep 
Score: -13798516.000000 Penalty: 3816.122559
	Iteration 68Q: 3 clusters Score -1.379852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 124967 members 
Entering Unmasked Estep 
Score: -13798521.000000 Penalty: 3816.122559
	Iteration 69Q: 3 clusters Score -1.379852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -13798510.000000 Penalty: 3816.122559
	Iteration 70Q: 3 clusters Score -1.379851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -13798496.000000 Penalty: 3816.122559
	Iteration 71Q: 3 clusters Score -1.37985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -13798498.000000 Penalty: 3816.122559
	Iteration 72Q: 3 clusters Score -1.37985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -13798499.000000 Penalty: 3816.122559
	Iteration 73Q: 3 clusters Score -1.37985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -13798506.000000 Penalty: 3816.122559
	Iteration 74Q: 3 clusters Score -1.379851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -13798512.000000 Penalty: 3816.122559
	Iteration 75Q: 3 clusters Score -1.379851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -13798519.000000 Penalty: 3816.122559
	Iteration 76Q: 3 clusters Score -1.379852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -13798514.000000 Penalty: 3816.122559
	Iteration 77Q: 3 clusters Score -1.379851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 125002 members 
Entering Unmasked Estep 
Score: -13798521.000000 Penalty: 3816.122559
	Iteration 78Q: 3 clusters Score -1.379852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -13798516.000000 Penalty: 3816.122559
	Iteration 79Q: 3 clusters Score -1.379852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 125009 members 
Entering Unmasked Estep 
Score: -13798516.000000 Penalty: 3816.122559
	Iteration 80F: 3 clusters Score -1.379852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -13798514.000000 Penalty: 3816.122559
	Iteration 81Q: 3 clusters Score -1.379851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -13798507.000000 Penalty: 3816.122559
	Iteration 82Q: 3 clusters Score -1.379851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -13798515.000000 Penalty: 3816.122559
	Iteration 83Q: 3 clusters Score -1.379852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -13798515.000000 Penalty: 3816.122559
	Iteration 84F: 3 clusters Score -1.379852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20007.404297 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -20007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19233.601562 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -19233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19284.898438 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -19284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19300.648438 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -19300.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19314.982422 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -19314.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19320.712891 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -19320.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19320.712891 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -19320.71 nChanged 0
--- Evaluating fit on full set of 2785050 points ---
Entering Unmasked Estep 
Score: -292560256.000000 Penalty: 53052.199219
25->23 Clusters: Score -292560256.000000, best is -296268640.000000

Main iterations: 0 (time per=infms)
Total iterations: 48771 (time per=464.463745ms)
Iterations metric 2: 2744612028416.000000 (time per=8.253393ns)
Iterations metric 3: 65866456629248.000000 (time per=343.913465ps)

That took 22652.361328 seconds.
